From 74abd9a5958df3ebcdfbf77a4b16acc9db3e2e9a Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 10:27:04 +0100
Subject: [PATCH 01/69] Initial version of dsBaseClient test suite workflow

---
 .../workflows/dsBaseClient_test_suite.yaml    | 64 +++++++++++++++++++
 1 file changed, 64 insertions(+)
 create mode 100644 .github/workflows/dsBaseClient_test_suite.yaml

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
new file mode 100644
index 00000000..5e24b9bd
--- /dev/null
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -0,0 +1,64 @@
+################################################################################
+# DataSHIELD GHA test suite - dsBaseClient
+# Adapted from `azure-pipelines.yml` by Roberto Villegas-Diaz
+#
+# Inside the root directory $(Pipeline.Workspace) will be a file tree like:
+# /dsBaseClient               <- Checked out version of datashield/dsBaseClient
+# /dsBaseClient/logs          <- Where results of tests and logs are collated
+# /testStatus           <- Checked out version of datashield/testStatus
+#
+# As of Jul 2025 this takes ~ 9 mins to run.
+################################################################################
+name: dsBaseClient tests' suite
+
+on:
+  push:
+  schedule:
+    - cron: '0 0 * * 0'   # Weekly
+    - cron: '0 1 * * *'   # Nightly
+
+jobs:
+  dsBaseClient_test_suite:
+    runs-on: ubuntu-latest
+    timeout-minutes: 120
+    permissions:
+      contents: write
+    
+    # These should all be constant, except TEST_FILTER. This can be used to test 
+    # subsets of test files in the testthat directory. Options are like:
+    # '*'               <- Run all tests.
+    # 'asNumericDS*'    <- Run all asNumericDS tests, i.e. all the arg, etc. tests.
+    # '*_smk_*'         <- Run all the smoke tests for all functions.
+    env:
+      TEST_FILTER: '*'
+      _r_check_system_clock_: 0
+      WORKFLOW_ID: ${{ github.run_id }}-${{ github.run_attempt }}
+      PROJECT_NAME: dsBase
+      BRANCH_NAME: ${{ github.ref_name }}
+      REPO_OWNER: ${{ github.repository_owner }}
+      R_KEEP_PKG_SOURCE: yes
+      GITHUB_TOKEN: ${{ github.token || 'placeholder-token' }}
+
+    steps:
+      - name: Checkout dsBaseClient
+        uses: actions/checkout@v4
+        with:
+          path: dsBaseClient
+
+      - name: Checkout testStatus
+        uses: actions/checkout@v4
+        with:
+          repository: ${{ env.REPO_OWNER }}/testStatus
+          ref: master
+          path: testStatus
+          persist-credentials: false
+          token: ${{ env.GITHUB_TOKEN }}
+# env:
+#   projectName: dsBaseClientClient
+#   test_filter: '*'
+#   _r_check_system_clock_: 0
+# 
+# jobs:
+#   build_and_run_tests:
+#     runs-on: ubuntu-24.04
+#     timeout-minutes: 360
\ No newline at end of file

From 8ec18631ef18f7a78888e10dfc65f8265e0f0062 Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 10:29:57 +0100
Subject: [PATCH 02/69] Add steps from the armadillo_azure-pipelines workflow

---
 .../workflows/dsBaseClient_test_suite.yaml    | 53 +++++++++++++++----
 1 file changed, 44 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index 5e24b9bd..d3202815 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -53,12 +53,47 @@ jobs:
           path: testStatus
           persist-credentials: false
           token: ${{ env.GITHUB_TOKEN }}
-# env:
-#   projectName: dsBaseClientClient
-#   test_filter: '*'
-#   _r_check_system_clock_: 0
-# 
-# jobs:
-#   build_and_run_tests:
-#     runs-on: ubuntu-24.04
-#     timeout-minutes: 360
\ No newline at end of file
+          
+      - name: Uninstall default MySQL
+        run: |
+          curl https://bazel.build/bazel-release.pub.gpg | sudo apt-key add -
+          sudo service mysql stop || true
+          sudo apt-get update
+          sudo apt-get remove --purge mysql-client mysql-server mysql-common -y
+          sudo apt-get autoremove -y
+          sudo apt-get autoclean -y
+          sudo rm -rf /var/lib/mysql/
+
+      - name: Tweak local R env using .Rprofile
+        run: echo "options(Ncpus=4)" >> ~/.Rprofile
+
+      - name: Install R and dependencies
+        run: |
+          sudo apt-get install --no-install-recommends software-properties-common dirmngr -y
+          wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc | sudo tee -a /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc
+          sudo add-apt-repository "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/"
+          sudo apt-get update -qq
+          sudo apt-get upgrade -y
+          sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
+          sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
+          sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
+          sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref='v6.3.4-dev')"
+
+      - name: Check manual updated
+        run: |
+          orig_sum=$(find man -type f | sort -u | xargs cat | md5sum)
+          R -q -e "devtools::document()"
+          new_sum=$(find man -type f | sort -u | xargs cat | md5sum)
+          if [ "$orig_sum" != "$new_sum" ]; then
+            echo "Your committed man/*.Rd files are out of sync with the R headers."
+            exit 1
+          fi
+        working-directory: dsBaseClient
+        continue-on-error: true
+
+      - name: Devtools checks
+        run: |
+          R -q -e "devtools::check(args = c('--no-examples', '--no-tests'))" | tee azure-pipelines_check.Rout
+          grep --quiet "^0 errors" azure-pipelines_check.Rout && grep --quiet " 0 warnings" azure-pipelines_check.Rout && grep --quiet " 0 notes" azure-pipelines_check.Rout
+        working-directory: dsBaseClient
+        continue-on-error: true

From ba26785e04bc28355fc5e7b3ff9ff38f9d934c9a Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 11:12:11 +0100
Subject: [PATCH 03/69] Remove step to modify .Rprofile file, replace the
 installation step for R and dependencies and add new steps to deploy
 armadillo

---
 .../workflows/dsBaseClient_test_suite.yaml    | 59 +++++++++++++++----
 1 file changed, 46 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index d3202815..69df6d25 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -38,6 +38,7 @@ jobs:
       REPO_OWNER: ${{ github.repository_owner }}
       R_KEEP_PKG_SOURCE: yes
       GITHUB_TOKEN: ${{ github.token || 'placeholder-token' }}
+      BRANCH_NAME: ${{ github.head_ref || github.ref_name }} 
 
     steps:
       - name: Checkout dsBaseClient
@@ -46,6 +47,7 @@ jobs:
           path: dsBaseClient
 
       - name: Checkout testStatus
+        if: ${{ github.actor != 'nektos/act' }} # for local deployment only
         uses: actions/checkout@v4
         with:
           repository: ${{ env.REPO_OWNER }}/testStatus
@@ -63,21 +65,32 @@ jobs:
           sudo apt-get autoremove -y
           sudo apt-get autoclean -y
           sudo rm -rf /var/lib/mysql/
+          
+      - uses: r-lib/actions/setup-pandoc@v2
 
-      - name: Tweak local R env using .Rprofile
-        run: echo "options(Ncpus=4)" >> ~/.Rprofile
-
-      - name: Install R and dependencies
+      - uses: r-lib/actions/setup-r@v2
+        with:
+          r-version: release
+          http-user-agent: release
+          use-public-rspm: true
+          
+      - name: Install dsBaseClient dependencies
         run: |
-          sudo apt-get install --no-install-recommends software-properties-common dirmngr -y
-          wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc | sudo tee -a /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc
-          sudo add-apt-repository "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/"
-          sudo apt-get update -qq
-          sudo apt-get upgrade -y
-          sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
-          sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
-          sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
-          sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref='v6.3.4-dev')"
+          sudo Rscript -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
+          sudo Rscript -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
+          # R CMD INSTALL ./dsBaseClient
+
+      # - name: Install R and dependencies
+      #   run: |
+      #     sudo apt-get install --no-install-recommends software-properties-common dirmngr -y
+      #     wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc | sudo tee -a /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc
+      #     sudo add-apt-repository "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/"
+      #     sudo apt-get update -qq
+      #     sudo apt-get upgrade -y
+      #     sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
+      #     sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
+      #     sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
+      #     sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref='v6.3.4-dev')"
 
       - name: Check manual updated
         run: |
@@ -97,3 +110,23 @@ jobs:
           grep --quiet "^0 errors" azure-pipelines_check.Rout && grep --quiet " 0 warnings" azure-pipelines_check.Rout && grep --quiet " 0 notes" azure-pipelines_check.Rout
         working-directory: dsBaseClient
         continue-on-error: true
+        
+      - name: Start Armadillo docker-compose
+        run: docker compose -f docker-compose_armadillo.yml up -d --build
+        working-directory: dsBaseClient
+
+      - name: Install test datasets
+        run: |
+          sleep 60
+          R -q -f "molgenis_armadillo-upload_testing_datasets.R"
+        working-directory: dsBaseClient/tests/testthat/data_files
+
+      - name: Install dsBase to Armadillo
+        run: |
+          curl -u admin:admin -X GET http://localhost:8080/packages
+          curl -u admin:admin -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.3.4-permissive.tar.gz" -X POST http://localhost:8080/install-package
+          sleep 60
+          docker restart dsbaseclient_armadillo_1
+          sleep 30
+          curl -u admin:admin -X POST http://localhost:8080/whitelist/dsBase
+        working-directory: dsBaseClient

From e3ab449caa2c08f455eaa81c7bd6bce4e3d0aaad Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 11:13:43 +0100
Subject: [PATCH 04/69] Remove duplicated environment variable

---
 .github/workflows/dsBaseClient_test_suite.yaml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index 69df6d25..50402a42 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -34,11 +34,10 @@ jobs:
       _r_check_system_clock_: 0
       WORKFLOW_ID: ${{ github.run_id }}-${{ github.run_attempt }}
       PROJECT_NAME: dsBase
-      BRANCH_NAME: ${{ github.ref_name }}
+      BRANCH_NAME: ${{ github.head_ref || github.ref_name }} 
       REPO_OWNER: ${{ github.repository_owner }}
       R_KEEP_PKG_SOURCE: yes
       GITHUB_TOKEN: ${{ github.token || 'placeholder-token' }}
-      BRANCH_NAME: ${{ github.head_ref || github.ref_name }} 
 
     steps:
       - name: Checkout dsBaseClient

From 937802e8fad0113391a2833d1211b2a62cd5b164 Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 11:54:11 +0100
Subject: [PATCH 05/69] Swap steps for installating dependencies

---
 .../workflows/dsBaseClient_test_suite.yaml    | 32 +++++++++----------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index 50402a42..84334ff3 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -73,23 +73,23 @@ jobs:
           http-user-agent: release
           use-public-rspm: true
           
-      - name: Install dsBaseClient dependencies
-        run: |
-          sudo Rscript -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
-          sudo Rscript -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
-          # R CMD INSTALL ./dsBaseClient
-
-      # - name: Install R and dependencies
+      # - name: Install dsBaseClient dependencies
       #   run: |
-      #     sudo apt-get install --no-install-recommends software-properties-common dirmngr -y
-      #     wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc | sudo tee -a /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc
-      #     sudo add-apt-repository "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/"
-      #     sudo apt-get update -qq
-      #     sudo apt-get upgrade -y
-      #     sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
-      #     sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
-      #     sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
-      #     sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref='v6.3.4-dev')"
+      #     sudo Rscript -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
+      #     sudo Rscript -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
+      #     # R CMD INSTALL ./dsBaseClient
+
+      - name: Install R and dependencies
+        run: |
+          sudo apt-get install --no-install-recommends software-properties-common dirmngr -y
+          wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc | sudo tee -a /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc
+          sudo add-apt-repository "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/"
+          sudo apt-get update -qq
+          sudo apt-get upgrade -y
+          sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
+          sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
+          sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
+          sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
 
       - name: Check manual updated
         run: |

From 013e781f8f45346e9dbb01997b10f86fcf05f6cb Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 12:38:50 +0100
Subject: [PATCH 06/69] Update container's name: dsbaseclient_armadillo_1 >>>
 dsbaseclient-armadillo-1

---
 .github/workflows/dsBaseClient_test_suite.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index 84334ff3..c7d16500 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -125,7 +125,7 @@ jobs:
           curl -u admin:admin -X GET http://localhost:8080/packages
           curl -u admin:admin -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.3.4-permissive.tar.gz" -X POST http://localhost:8080/install-package
           sleep 60
-          docker restart dsbaseclient_armadillo_1
+          docker restart dsbaseclient-armadillo-1
           sleep 30
           curl -u admin:admin -X POST http://localhost:8080/whitelist/dsBase
         working-directory: dsBaseClient

From d43f31f917ee0522774f4b69736d2f44c08b866f Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 13:28:32 +0100
Subject: [PATCH 07/69] Change default value for TEST_FILTER and add steps to
 capture results from test suite, parse and push to the testStatus repository

---
 .../workflows/dsBaseClient_test_suite.yaml    | 112 +++++++++++++++++-
 1 file changed, 110 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index c7d16500..e043b1d1 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -30,10 +30,10 @@ jobs:
     # 'asNumericDS*'    <- Run all asNumericDS tests, i.e. all the arg, etc. tests.
     # '*_smk_*'         <- Run all the smoke tests for all functions.
     env:
-      TEST_FILTER: '*'
+      TEST_FILTER: '_-|datachk-|smk-|arg-|disc-|perf-|smk_expt-|expt-|math-'
       _r_check_system_clock_: 0
       WORKFLOW_ID: ${{ github.run_id }}-${{ github.run_attempt }}
-      PROJECT_NAME: dsBase
+      PROJECT_NAME: dsBaseClient
       BRANCH_NAME: ${{ github.head_ref || github.ref_name }} 
       REPO_OWNER: ${{ github.repository_owner }}
       R_KEEP_PKG_SOURCE: yes
@@ -129,3 +129,111 @@ jobs:
           sleep 30
           curl -u admin:admin -X POST http://localhost:8080/whitelist/dsBase
         working-directory: dsBaseClient
+      
+      - name: Run tests with coverage & JUnit report
+        run: |
+          mkdir -p logs
+          R -q -e "devtools::reload();"
+          R -q -e '
+            write.csv(
+              covr::coverage_to_list(
+                covr::package_coverage(
+                  type = c("none"),
+                  code = c('"'"'
+                    output_file <- file("test_console_output.txt");
+                    sink(output_file);
+                    sink(output_file, type = "message");
+                    junit_rep <- testthat::JunitReporter$new(file = file.path(getwd(), "test_results.xml"));
+                    progress_rep <- testthat::ProgressReporter$new(max_failures = 999999);
+                    multi_rep <- testthat::MultiReporter$new(reporters = list(progress_rep, junit_rep));
+                    options("datashield.return_errors" = FALSE, "default_driver" = "ArmadilloDriver");
+                    testthat::test_package("${{ env.PROJECT_NAME }}", filter = "${{ env.TEST_FILTER }}", reporter = multi_rep, stop_on_failure = FALSE)'"'"'
+                  )
+                )
+              ),
+              "coveragelist.csv"
+            )'
+          
+          mv coveragelist.csv logs/
+          mv test_* logs/
+        working-directory: dsBaseClient
+      
+      - name: Check for JUnit errors
+        run: |
+          issue_count=$(sed 's/failures="0" errors="0"//' test_results.xml | grep -c errors= || true)
+          echo "Number of testsuites with issues: $issue_count"
+          sed 's/failures="0" errors="0"//' test_results.xml | grep errors= > issues.log || true
+          cat issues.log || true
+          exit $issue_count
+        working-directory: dsBaseClient/logs
+
+      - name: Write versions to file
+        run: |
+          echo "branch:${{ env.BRANCH_NAME }}" > ${{ env.WORKFLOW_ID }}.txt
+          echo "os:$(lsb_release -ds)" >> ${{ env.WORKFLOW_ID }}.txt
+          echo "R:$(R --version | head -n1)" >> ${{ env.WORKFLOW_ID }}.txt
+        working-directory: dsBaseClient/logs
+        
+      - name: Parse results from testthat and covr
+        run: |
+          Rscript --verbose --vanilla ../testStatus/source/parse_test_report.R logs/
+        working-directory: dsBaseClient
+
+      - name: Commit results to testStatus
+        run: |
+          git config --global user.email "github-actions[bot]@users.noreply.github.com"
+          git config --global user.name "github-actions[bot]"
+          cd testStatus
+          
+          # Reconfigure remote to use GitHub token for authentication
+          git remote set-url origin https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ env.REPO_OWNER }}/testStatus.git
+          git checkout master
+          git pull origin master
+
+          mkdir -p logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          mkdir -p docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          mkdir -p docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/
+          # clear the latest directory 
+          rm -rf docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/*
+          
+          # Copy logs to new logs directory location
+          cp -rv ../dsBaseClient/logs/* logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          cp -rv ../dsBaseClient/logs/${{ env.WORKFLOW_ID }}.txt logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          
+          # Create symbolic links
+          ln -sf ${{ env.WORKFLOW_ID }}/ logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/.LATEST
+          
+          R -e 'input_dir <- file.path("../logs", Sys.getenv("PROJECT_NAME"), Sys.getenv("BRANCH_NAME"), Sys.getenv("WORKFLOW_ID")); quarto::quarto_render("source/test_report.qmd", execute_params = list(input_dir = input_dir))'
+          mv source/test_report.html docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/index.html
+          cp -r docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/* docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest
+
+          git add .
+          git commit -m "Auto test for ${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }} @ ${{ env.WORKFLOW_ID }}" || echo "No changes to commit"
+          git push origin master
+          
+        env:
+          PROJECT_NAME: ${{ env.PROJECT_NAME }}
+          BRANCH_NAME: ${{ env.BRANCH_NAME }}
+          WORKFLOW_ID: ${{ env.WORKFLOW_ID }}
+
+      - name: Dump environment info
+        run: |
+          echo -e "\n#############################"
+          echo -e "ls /: ######################"
+          ls -al .
+          echo -e "\n#############################"
+          echo -e "lscpu: ######################"
+          lscpu
+          echo -e "\n#############################"
+          echo -e "memory: #####################"
+          free -m
+          echo -e "\n#############################"
+          echo -e "env: ########################"
+          env
+          echo -e "\n#############################"
+          echo -e "R sessionInfo(): ############"
+          R -e 'sessionInfo()'
+          sudo apt install tree -y
+          tree .
+        
+        
\ No newline at end of file

From b56370eb3d08fe86b8fa7f93cd0e7a79f0f07101 Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 13:31:40 +0100
Subject: [PATCH 08/69] Add step to install additional dependencies, mostly for
 the processing of test report

---
 .../workflows/dsBaseClient_test_suite.yaml    | 24 ++++++++++++++++++-
 1 file changed, 23 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index e043b1d1..d8b84870 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -90,7 +90,29 @@ jobs:
           sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
           sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
           sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
-
+      
+      - uses: r-lib/actions/setup-r-dependencies@v2
+        with:
+          dependencies: 'c("Imports")'
+          extra-packages: | 
+            any::rcmdcheck 
+            cran::devtools 
+            cran::git2r 
+            cran::RCurl 
+            cran::readr 
+            cran::magrittr 
+            cran::xml2 
+            cran::purrr 
+            cran::dplyr 
+            cran::stringr 
+            cran::tidyr 
+            cran::quarto 
+            cran::knitr 
+            cran::kableExtra 
+            cran::rmarkdown 
+            cran::downlit 
+          needs: check
+          
       - name: Check manual updated
         run: |
           orig_sum=$(find man -type f | sort -u | xargs cat | md5sum)

From 8e6a1abd3a6860bf533063e7b0538eb3328a999a Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 15:07:42 +0100
Subject: [PATCH 09/69] Update step to carry on even when test failures are
 identified

---
 .github/workflows/dsBaseClient_test_suite.yaml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index d8b84870..95ef4c22 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -186,7 +186,8 @@ jobs:
           echo "Number of testsuites with issues: $issue_count"
           sed 's/failures="0" errors="0"//' test_results.xml | grep errors= > issues.log || true
           cat issues.log || true
-          exit $issue_count
+          # continue with workflow even when some tests fail
+          exit 0
         working-directory: dsBaseClient/logs
 
       - name: Write versions to file

From 4c168963086d30da0a1ca9a33b4521db21b7a448 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 18 Sep 2025 15:27:03 +0100
Subject: [PATCH 10/69] Switch ingestion to 'mysql'

---
 tests/testthat/data_files/obiba_opal-upload_testing_datasets.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R b/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R
index ae79d2e6..34dcd94d 100644
--- a/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R
+++ b/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R
@@ -8,7 +8,7 @@ library(tibble)
 
 upload_testing_dataset_table <- function(opal, project_name, table_name, local_file_path) {
     if (! opal.project_exists(opal, project_name))
-        opal.project_create(opal, project_name, database = "mongodb")
+        opal.project_create(opal, project_name, database = "mysqldb")
   
     dataset_name <- load(file = local_file_path)
     dataset      <- eval(as.symbol(dataset_name))

From 5747ede784ca73746ce464fad9d50e9fe01d8e27 Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 17:59:58 +0100
Subject: [PATCH 11/69] Replace committing results to testStatus and creating
 an intermediate artifact instead

---
 .../workflows/dsBaseClient_test_suite.yaml    | 57 +++++++------------
 1 file changed, 20 insertions(+), 37 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index 95ef4c22..8c13bc17 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -1,13 +1,13 @@
 ################################################################################
 # DataSHIELD GHA test suite - dsBaseClient
-# Adapted from `azure-pipelines.yml` by Roberto Villegas-Diaz
+# Adapted from `armadillo_azure-pipelines.yml` by Roberto Villegas-Diaz
 #
 # Inside the root directory $(Pipeline.Workspace) will be a file tree like:
 # /dsBaseClient               <- Checked out version of datashield/dsBaseClient
 # /dsBaseClient/logs          <- Where results of tests and logs are collated
-# /testStatus           <- Checked out version of datashield/testStatus
+# /testStatus                 <- Checked out version of datashield/testStatus
 #
-# As of Jul 2025 this takes ~ 9 mins to run.
+# As of Sept. 2025 this takes ~ 95 mins to run.
 ################################################################################
 name: dsBaseClient tests' suite
 
@@ -22,7 +22,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 120
     permissions:
-      contents: write
+      contents: read
     
     # These should all be constant, except TEST_FILTER. This can be used to test 
     # subsets of test files in the testthat directory. Options are like:
@@ -72,12 +72,6 @@ jobs:
           r-version: release
           http-user-agent: release
           use-public-rspm: true
-          
-      # - name: Install dsBaseClient dependencies
-      #   run: |
-      #     sudo Rscript -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
-      #     sudo Rscript -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
-      #     # R CMD INSTALL ./dsBaseClient
 
       - name: Install R and dependencies
         run: |
@@ -201,43 +195,33 @@ jobs:
         run: |
           Rscript --verbose --vanilla ../testStatus/source/parse_test_report.R logs/
         working-directory: dsBaseClient
-
-      - name: Commit results to testStatus
+        
+      - name: Render report
         run: |
-          git config --global user.email "github-actions[bot]@users.noreply.github.com"
-          git config --global user.name "github-actions[bot]"
           cd testStatus
           
-          # Reconfigure remote to use GitHub token for authentication
-          git remote set-url origin https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ env.REPO_OWNER }}/testStatus.git
-          git checkout master
-          git pull origin master
-
-          mkdir -p logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
-          mkdir -p docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
-          mkdir -p docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/
-          # clear the latest directory 
-          rm -rf docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/*
+          mkdir -p new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          mkdir -p new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          mkdir -p new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/
           
           # Copy logs to new logs directory location
-          cp -rv ../dsBaseClient/logs/* logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
-          cp -rv ../dsBaseClient/logs/${{ env.WORKFLOW_ID }}.txt logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          cp -rv ../dsBase/logs/* new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          cp -rv ../dsBase/logs/${{ env.WORKFLOW_ID }}.txt new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
           
-          # Create symbolic links
-          ln -sf ${{ env.WORKFLOW_ID }}/ logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/.LATEST
-          
-          R -e 'input_dir <- file.path("../logs", Sys.getenv("PROJECT_NAME"), Sys.getenv("BRANCH_NAME"), Sys.getenv("WORKFLOW_ID")); quarto::quarto_render("source/test_report.qmd", execute_params = list(input_dir = input_dir))'
-          mv source/test_report.html docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/index.html
-          cp -r docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/* docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest
-
-          git add .
-          git commit -m "Auto test for ${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }} @ ${{ env.WORKFLOW_ID }}" || echo "No changes to commit"
-          git push origin master
+          R -e 'input_dir <- file.path("../new/logs", Sys.getenv("PROJECT_NAME"), Sys.getenv("BRANCH_NAME"), Sys.getenv("WORKFLOW_ID")); quarto::quarto_render("source/test_report.qmd", execute_params = list(input_dir = input_dir))'
+          mv source/test_report.html new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/index.html
+          cp -r new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/* new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest
           
         env:
           PROJECT_NAME: ${{ env.PROJECT_NAME }}
           BRANCH_NAME: ${{ env.BRANCH_NAME }}
           WORKFLOW_ID: ${{ env.WORKFLOW_ID }}
+        
+      - name: Upload test logs
+        uses: actions/upload-artifact@v4
+        with:
+          name: dsbaseclient-logs
+          path: dsBaseClient/logs/new
 
       - name: Dump environment info
         run: |
@@ -258,5 +242,4 @@ jobs:
           R -e 'sessionInfo()'
           sudo apt install tree -y
           tree .
-        
         
\ No newline at end of file

From 73091dc948465f76c3d313b4167885a5a79ebcba Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 19:38:58 +0100
Subject: [PATCH 12/69] Update path to output logs from dsBase to dsBaseClient

---
 .github/workflows/dsBaseClient_test_suite.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index 8c13bc17..ff1bf2c8 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -205,8 +205,8 @@ jobs:
           mkdir -p new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/
           
           # Copy logs to new logs directory location
-          cp -rv ../dsBase/logs/* new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
-          cp -rv ../dsBase/logs/${{ env.WORKFLOW_ID }}.txt new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          cp -rv ../dsBaseClient/logs/* new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          cp -rv ../dsBaseClient/logs/${{ env.WORKFLOW_ID }}.txt new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
           
           R -e 'input_dir <- file.path("../new/logs", Sys.getenv("PROJECT_NAME"), Sys.getenv("BRANCH_NAME"), Sys.getenv("WORKFLOW_ID")); quarto::quarto_render("source/test_report.qmd", execute_params = list(input_dir = input_dir))'
           mv source/test_report.html new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/index.html

From e1a031032864765aacdb67cbdad7c6deb3b224f0 Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Thu, 18 Sep 2025 21:21:06 +0100
Subject: [PATCH 13/69] Update path to output files

---
 .github/workflows/dsBaseClient_test_suite.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index ff1bf2c8..fb4ed989 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -221,7 +221,7 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: dsbaseclient-logs
-          path: dsBaseClient/logs/new
+          path: testStatus/new
 
       - name: Dump environment info
         run: |

From 68e3a55838ad8c63cd78107af0e08b370be5d68b Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 19 Sep 2025 09:29:10 +0100
Subject: [PATCH 14/69] Updated lemon-donkey with RC5

---
 docker-compose_opal.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker-compose_opal.yml b/docker-compose_opal.yml
index 40b3bf26..1a048f51 100644
--- a/docker-compose_opal.yml
+++ b/docker-compose_opal.yml
@@ -20,6 +20,6 @@ services:
             - MONGO_INITDB_ROOT_USERNAME=root
             - MONGO_INITDB_ROOT_PASSWORD=foobar
     rock:
-        image: datashield/rock-omicron-karma-permissive:devel
+        image: datashield/rock-lemon-donkey-permissive:draft
         environment:
             DEBUG: "FALSE"

From 5a6410d11c0938e0d1f4ca0dba18b410f98bc683 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 19 Sep 2025 13:30:02 +0100
Subject: [PATCH 15/69] Switch to 'mongodb'

---
 tests/testthat/data_files/obiba_opal-upload_testing_datasets.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R b/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R
index 34dcd94d..ae79d2e6 100644
--- a/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R
+++ b/tests/testthat/data_files/obiba_opal-upload_testing_datasets.R
@@ -8,7 +8,7 @@ library(tibble)
 
 upload_testing_dataset_table <- function(opal, project_name, table_name, local_file_path) {
     if (! opal.project_exists(opal, project_name))
-        opal.project_create(opal, project_name, database = "mysqldb")
+        opal.project_create(opal, project_name, database = "mongodb")
   
     dataset_name <- load(file = local_file_path)
     dataset      <- eval(as.symbol(dataset_name))

From d5707a2e7c3f85bb5957e469f98ec7bb361a7292 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 19 Sep 2025 13:57:04 +0100
Subject: [PATCH 16/69] Switched Armadillo 5.9.1

---
 docker-compose_armadillo.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker-compose_armadillo.yml b/docker-compose_armadillo.yml
index 7a791d39..af9a730f 100644
--- a/docker-compose_armadillo.yml
+++ b/docker-compose_armadillo.yml
@@ -3,7 +3,7 @@ services:
         hostname: armadillo
         ports:
             - 8080:8080
-        image: datashield/armadillo_citest:latest
+        image: datashield/armadillo_citest:5.9.1
         environment:
             LOGGING_CONFIG: 'classpath:logback-file.xml'
             AUDIT_LOG_PATH: '/app/logs/audit.log'

From 6d0e19e796bfaf06b6bfd7c544bc269a5d9e06d9 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 29 Sep 2025 11:28:49 +0100
Subject: [PATCH 17/69] Update to Armadillo 5.9.4

---
 docker-compose_armadillo.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker-compose_armadillo.yml b/docker-compose_armadillo.yml
index af9a730f..26bd8b85 100644
--- a/docker-compose_armadillo.yml
+++ b/docker-compose_armadillo.yml
@@ -3,7 +3,7 @@ services:
         hostname: armadillo
         ports:
             - 8080:8080
-        image: datashield/armadillo_citest:5.9.1
+        image: datashield/armadillo_citest:5.9.4
         environment:
             LOGGING_CONFIG: 'classpath:logback-file.xml'
             AUDIT_LOG_PATH: '/app/logs/audit.log'

From 354de0c6fbb0ce00089976eca0cc73b99cf9e5e6 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 29 Sep 2025 14:13:48 +0100
Subject: [PATCH 18/69] Updated 'armadillo_azure-pipeline.csv'

---
 .../perf_files/armadillo_azure-pipeline.csv   | 26 +++++++++----------
 .../perf_files/default_perf_profile.csv       | 26 +++++++++----------
 2 files changed, 26 insertions(+), 26 deletions(-)

diff --git a/tests/testthat/perf_files/armadillo_azure-pipeline.csv b/tests/testthat/perf_files/armadillo_azure-pipeline.csv
index 186e1d58..e913cff9 100644
--- a/tests/testthat/perf_files/armadillo_azure-pipeline.csv
+++ b/tests/testthat/perf_files/armadillo_azure-pipeline.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.1275","0.5","2"
-"ds.abs::perf::0","4.824","0.5","2"
-"ds.asInteger::perf:0","4.366","0.5","2"
-"ds.asList::perf:0","9.787","0.5","2"
-"ds.asNumeric::perf:0","4.316","0.5","2"
-"ds.assign::perf::0","8.055","0.5","2"
-"ds.class::perf::combine:0","9.847","0.5","2"
-"ds.colnames::perf:0","7.574","0.5","2"
-"ds.exists::perf::combine:0","19.84","0.5","2"
-"ds.length::perf::combine:0","19.58","0.5","2"
-"ds.mean::perf::combine:0","19.66","0.5","2"
-"ds.mean::perf::split:0","19.21","0.5","2"
-"void::perf::void::0","41810.0","0.5","2"
+"conndisconn::perf::simple0","0.1225","0.5","2"
+"ds.abs::perf::0","5.820","0.5","2"
+"ds.asInteger::perf:0","5.328","0.5","2"
+"ds.asList::perf:0","11.71","0.5","2"
+"ds.asNumeric::perf:0","5.268","0.5","2"
+"ds.assign::perf::0","9.229","0.5","2"
+"ds.class::perf::combine:0","10.84","0.5","2"
+"ds.colnames::perf:0","7.993","0.5","2"
+"ds.exists::perf::combine:0","21.68","0.5","2"
+"ds.length::perf::combine:0","21.84","0.5","2"
+"ds.mean::perf::combine:0","22.01","0.5","2"
+"ds.mean::perf::split:0","22.22","0.5","2"
+"void::perf::void::0","48520.0","0.5","2"
diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index cff24236..e913cff9 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.2118","0.5","2"
-"ds.abs::perf::0","1.718","0.5","2"
-"ds.asInteger::perf:0","1.484","0.5","2"
-"ds.asList::perf:0","3.050","0.5","2"
-"ds.asNumeric::perf:0","1.508","0.5","2"
-"ds.assign::perf::0","3.547","0.5","2"
-"ds.class::perf::combine:0","3.061","0.5","2"
-"ds.colnames::perf:0","2.456","0.5","2"
-"ds.exists::perf::combine:0","6.904","0.5","2"
-"ds.length::perf::combine:0","6.058","0.5","2"
-"ds.mean::perf::combine:0","5.892","0.5","2"
-"ds.mean::perf::split:0","6.881","0.5","2"
-"void::perf::void::0","27070.0","0.5","2"
+"conndisconn::perf::simple0","0.1225","0.5","2"
+"ds.abs::perf::0","5.820","0.5","2"
+"ds.asInteger::perf:0","5.328","0.5","2"
+"ds.asList::perf:0","11.71","0.5","2"
+"ds.asNumeric::perf:0","5.268","0.5","2"
+"ds.assign::perf::0","9.229","0.5","2"
+"ds.class::perf::combine:0","10.84","0.5","2"
+"ds.colnames::perf:0","7.993","0.5","2"
+"ds.exists::perf::combine:0","21.68","0.5","2"
+"ds.length::perf::combine:0","21.84","0.5","2"
+"ds.mean::perf::combine:0","22.01","0.5","2"
+"ds.mean::perf::split:0","22.22","0.5","2"
+"void::perf::void::0","48520.0","0.5","2"

From c954c7e3ce92427d58cc5bb8707b42f21b4dc7b0 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 29 Sep 2025 14:32:00 +0100
Subject: [PATCH 19/69] ds.mice check pased on driver

---
 tests/testthat/test-smk-ds.mice.R | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/tests/testthat/test-smk-ds.mice.R b/tests/testthat/test-smk-ds.mice.R
index 802cf866..f1b05121 100644
--- a/tests/testthat/test-smk-ds.mice.R
+++ b/tests/testthat/test-smk-ds.mice.R
@@ -82,7 +82,12 @@ test_that("mice, second imputation", {
   expect_length(newImp$sim2, 3)
   expect_length(newImp$sim3, 3)
   expect_true("character" %in% class(newImp$sim1$method))
-  expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","","polyreg"))
+  if (ds.test_env$driver == "OpalDriver")
+      expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","","polyreg"))
+  else if (ds.test_env$driver == "ArmadilloDriver")
+      expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","",""))
+  else
+      expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","","polyreg"))
   expect_true("matrix" %in% class(newImp$sim1$predictorMatrix))
   expect_true("array" %in% class(newImp$sim1$predictorMatrix))
   expect_equal(as.numeric(newImp$sim1$predictorMatrix[,1]), c(0,1,1,1,1,1,1,1,1,1,1))

From cb70487d28ad79ca6b30a8ef69212952c21f85f3 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 29 Sep 2025 15:10:21 +0100
Subject: [PATCH 20/69] Updated 'armadillo_hp-laptop_quay' profile

---
 .../perf_files/armadillo_hp-laptop_quay.csv   | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv b/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
index 6c6a3f33..864fbc01 100644
--- a/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
+++ b/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.06225260028207","0.5","2"
-"ds.abs::perf::0","2.602332538044","0.5","2"
-"ds.asInteger::perf:0","2.16574645464856","0.5","2"
-"ds.asList::perf:0","5.125787987349","0.5","2"
-"ds.asNumeric::perf:0","2.02140793909654","0.5","2"
-"ds.assign::perf::0","4.25379741119624","0.5","2"
-"ds.class::perf::combine:0","5.03264832363257","0.5","2"
-"ds.colnames::perf:0","3.61308626946146","0.5","2"
-"ds.exists::perf::combine:0","8.47538336211864","0.5","2"
-"ds.length::perf::combine:0","9.49818979827918","0.5","2"
-"ds.mean::perf::combine:0","9.66558925664494","0.5","2"
-"ds.mean::perf::split:0","8.6304479562724","0.5","2"
-"void::perf::void::0","19351.7615914652","0.5","2"
+"conndisconn::perf::simple0","1.205","0.5","2"
+"ds.abs::perf::0","7.478","0.5","2"
+"ds.asInteger::perf:0","7.474","0.5","2"
+"ds.asList::perf:0","13.64","0.5","2"
+"ds.asNumeric::perf:0","7.530","0.5","2"
+"ds.assign::perf::0","18.47","0.5","2"
+"ds.class::perf::combine:0","14.75","0.5","2"
+"ds.colnames::perf:0","10.97","0.5","2"
+"ds.exists::perf::combine:0","33.26","0.5","2"
+"ds.length::perf::combine:0","33.38","0.5","2"
+"ds.mean::perf::combine:0","32.29","0.5","2"
+"ds.mean::perf::split:0","33.94","0.5","2"
+"void::perf::void::0","20170.0","0.5","2"

From 7bf31e64dca71a91356f5c1f3a6617af9209f263 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 29 Sep 2025 16:16:12 +0100
Subject: [PATCH 21/69] Updated 'armadillo_hp-laptop_quay.csv'

---
 .../perf_files/armadillo_hp-laptop_quay.csv   | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv b/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
index 864fbc01..9ac69853 100644
--- a/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
+++ b/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","1.205","0.5","2"
-"ds.abs::perf::0","7.478","0.5","2"
-"ds.asInteger::perf:0","7.474","0.5","2"
-"ds.asList::perf:0","13.64","0.5","2"
-"ds.asNumeric::perf:0","7.530","0.5","2"
-"ds.assign::perf::0","18.47","0.5","2"
-"ds.class::perf::combine:0","14.75","0.5","2"
-"ds.colnames::perf:0","10.97","0.5","2"
-"ds.exists::perf::combine:0","33.26","0.5","2"
-"ds.length::perf::combine:0","33.38","0.5","2"
-"ds.mean::perf::combine:0","32.29","0.5","2"
-"ds.mean::perf::split:0","33.94","0.5","2"
-"void::perf::void::0","20170.0","0.5","2"
+"conndisconn::perf::simple0","0.04918","0.5","2"
+"ds.abs::perf::0","1.184","0.5","2"
+"ds.asInteger::perf:0","1.297","0.5","2"
+"ds.asList::perf:0","2.884","0.5","2"
+"ds.asNumeric::perf:0","1.354","0.5","2"
+"ds.assign::perf::0","2.745","0.5","2"
+"ds.class::perf::combine:0","3.261","0.5","2"
+"ds.colnames::perf:0","2.404","0.5","2"
+"ds.exists::perf::combine:0","6.342","0.5","2"
+"ds.length::perf::combine:0","7.835","0.5","2"
+"ds.mean::perf::combine:0","8.127","0.5","2"
+"ds.mean::perf::split:0","8.109","0.5","2"
+"void::perf::void::0","20280.0","0.5","2"

From 330d2700ae224bd5af41ac7ab00e6d56f382e578 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Wed, 1 Oct 2025 11:12:20 +0100
Subject: [PATCH 22/69] Updated 'opal_azure-pipeline'

---
 .../perf_files/opal_azure-pipeline.csv        | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/tests/testthat/perf_files/opal_azure-pipeline.csv b/tests/testthat/perf_files/opal_azure-pipeline.csv
index cff24236..d75711a3 100644
--- a/tests/testthat/perf_files/opal_azure-pipeline.csv
+++ b/tests/testthat/perf_files/opal_azure-pipeline.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.2118","0.5","2"
-"ds.abs::perf::0","1.718","0.5","2"
-"ds.asInteger::perf:0","1.484","0.5","2"
-"ds.asList::perf:0","3.050","0.5","2"
-"ds.asNumeric::perf:0","1.508","0.5","2"
-"ds.assign::perf::0","3.547","0.5","2"
-"ds.class::perf::combine:0","3.061","0.5","2"
-"ds.colnames::perf:0","2.456","0.5","2"
-"ds.exists::perf::combine:0","6.904","0.5","2"
-"ds.length::perf::combine:0","6.058","0.5","2"
-"ds.mean::perf::combine:0","5.892","0.5","2"
-"ds.mean::perf::split:0","6.881","0.5","2"
-"void::perf::void::0","27070.0","0.5","2"
+"conndisconn::perf::simple0","0.2725","0.5","2"
+"ds.abs::perf::0","2.677","0.5","2"
+"ds.asInteger::perf:0","2.294","0.5","2"
+"ds.asList::perf:0","4.587","0.5","2"
+"ds.asNumeric::perf:0","2.185","0.5","2"
+"ds.assign::perf::0","5.490","0.5","2"
+"ds.class::perf::combine:0","4.760","0.5","2"
+"ds.colnames::perf:0","4.159","0.5","2"
+"ds.exists::perf::combine:0","11.09","0.5","2"
+"ds.length::perf::combine:0","9.479","0.5","2"
+"ds.mean::perf::combine:0","9.650","0.5","2"
+"ds.mean::perf::split:0","11.26","0.5","2"
+"void::perf::void::0","46250.0","0.5","2"

From 1224d681a00287037786e20acb8482e16d409dbf Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Wed, 1 Oct 2025 11:14:03 +0100
Subject: [PATCH 23/69] Update 'default_perf_profile'

---
 .../perf_files/default_perf_profile.csv       | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index e913cff9..d75711a3 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.1225","0.5","2"
-"ds.abs::perf::0","5.820","0.5","2"
-"ds.asInteger::perf:0","5.328","0.5","2"
-"ds.asList::perf:0","11.71","0.5","2"
-"ds.asNumeric::perf:0","5.268","0.5","2"
-"ds.assign::perf::0","9.229","0.5","2"
-"ds.class::perf::combine:0","10.84","0.5","2"
-"ds.colnames::perf:0","7.993","0.5","2"
-"ds.exists::perf::combine:0","21.68","0.5","2"
-"ds.length::perf::combine:0","21.84","0.5","2"
-"ds.mean::perf::combine:0","22.01","0.5","2"
-"ds.mean::perf::split:0","22.22","0.5","2"
-"void::perf::void::0","48520.0","0.5","2"
+"conndisconn::perf::simple0","0.2725","0.5","2"
+"ds.abs::perf::0","2.677","0.5","2"
+"ds.asInteger::perf:0","2.294","0.5","2"
+"ds.asList::perf:0","4.587","0.5","2"
+"ds.asNumeric::perf:0","2.185","0.5","2"
+"ds.assign::perf::0","5.490","0.5","2"
+"ds.class::perf::combine:0","4.760","0.5","2"
+"ds.colnames::perf:0","4.159","0.5","2"
+"ds.exists::perf::combine:0","11.09","0.5","2"
+"ds.length::perf::combine:0","9.479","0.5","2"
+"ds.mean::perf::combine:0","9.650","0.5","2"
+"ds.mean::perf::split:0","11.26","0.5","2"
+"void::perf::void::0","46250.0","0.5","2"

From 816fc5d4f51f3971f0df6c7d8d4403e739cdb9e4 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 3 Oct 2025 10:41:25 +0100
Subject: [PATCH 24/69] Removed testStatus

---
 azure-pipelines.yml | 88 ---------------------------------------------
 1 file changed, 88 deletions(-)

diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index 6c6103d4..37bb6c77 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -3,11 +3,9 @@
 # Starts with a vanilla Opal docker composition, installs dsBase
 # and dsBaseClient (as well as dependencies - including a fully functional
 # Opal server).
-# Does checks and tests then saves results to testStatus repo.
 #
 # Inside the root directory $(Pipeline.Workspace) will be a file tree like:
 # /dsBaseClient               <- Checked out version of datashield/dsBaseClient
-# /testStatus                 <- Checked out version of datashield/testStatus
 # /logs                       <- Where results of tests and lots are collated
 #
 # As of May 2020 this takes ~ 70 mins to run.
@@ -36,18 +34,6 @@ variables:
   _r_check_system_clock_: 0
 
 
-#########################################################################################
-# Need to define all the GH repos and their access tokens, see:
-# https://docs.microsoft.com/en-us/azure/devops/pipelines/library/service-endpoints?view=azure-devops&tabs=yaml
-resources:
-  repositories:
-  - repository: testStatusRepo
-    type: github
-    endpoint: datashield-testing
-    name: datashield/testStatus
-    ref: master
-
-
 #########################################################################################
 # When and under what condition to run the pipeline.
 schedules:
@@ -82,11 +68,6 @@ jobs:
   - checkout: self
     path: 'dsBaseClient'
 
-  - checkout: testStatusRepo
-    path: 'testStatus'
-    persistCredentials: true
-    condition: and(eq(variables['Build.Repository.Name'], 'datashield/dsBaseClient'), ne(variables['Build.Reason'], 'PullRequest'))
-
 
     #####################################################################################
     # The MySQL install that comes with the VM doesn't seem compatable with our set up
@@ -524,75 +505,6 @@ jobs:
     displayName: 'Down Opal Docker Composition'
     condition: succeeded()
 
-    #####################################################################################
-    #                                Windup phase
-    #####################################################################################
-
-    #####################################################################################
-    # Output some important version numbers to file. This gets added to the testStatus 
-    # commit so it can be parsed and used on the status table.
-  - bash: |
-
-      echo 'branch:'$(branchName) >> $(datetime).txt
-      echo 'os:'$(lsb_release -ds) >> $(datetime).txt
-      echo 'R:'$(R --version | head -n 1) >> $(datetime).txt
-      echo 'opal:'$(opal system --opal localhost:8443 --user administrator --password "datashield_test&" --version) >> $(datetime).txt
-
-    workingDirectory: $(Pipeline.Workspace)/logs
-    displayName: 'Write versions to file'
-    condition: succeededOrFailed()
-
-
-    #####################################################################################
-    # Checkout the testStatus repo, add the results from here, push back to GH.
-    # TODO: Automatically pull in better email/name info from somewhere.
-    # TODO: More debug info in commit message
-  - bash: |
-
-      # Git needs some config set to be able to push to a repo. 
-      git config --global user.email "you@example.com"
-      git config --global user.name "Azure pipeline"
-
-      # This repo is checked out in detatched head state, so reconnect it here.
-      git checkout master
-
-      # It is possible that other commits have been made to the testStatus repo since it 
-      # was checked out. i.e. other pipeline runs might have finished.
-      git pull
-
-      # Make the directories if they dont already exist
-      mkdir --parents logs/$(projectName)/$(branchName)
-      mkdir --parents docs/$(projectName)/$(branchName)/latest
-
-      cp $(Pipeline.Workspace)/logs/coveragelist.csv logs/$(projectName)/$(branchName)/
-      cp $(Pipeline.Workspace)/logs/coveragelist.csv logs/$(projectName)/$(branchName)/$(datetime).csv
-
-      cp $(Pipeline.Workspace)/logs/test_results.xml logs/$(projectName)/$(branchName)/
-      cp $(Pipeline.Workspace)/logs/test_results.xml logs/$(projectName)/$(branchName)/$(datetime).xml
-
-      cp $(Pipeline.Workspace)/logs/$(datetime).txt logs/$(projectName)/$(branchName)/
-
-      # Run the script to parse the results and build the html pages.
-      # status.py JUnit_file.xml coverage_file.csv output_file.html local_repo_path remote_repo_name branch
-      source/status.py logs/$(projectName)/$(branchName)/$(datetime).xml logs/$(projectName)/$(branchName)/$(datetime).csv logs/$(projectName)/$(branchName)/$(datetime).txt status.html $(Pipeline.Workspace)/$(projectName) $(projectName) $(branchName)
-
-      cp status.html docs/$(projectName)/$(branchName)/latest/index.html
-      git add logs/$(projectName)/$(branchName)/coveragelist.csv
-      git add logs/$(projectName)/$(branchName)/test_results.xml
-      git add logs/$(projectName)/$(branchName)/$(datetime).xml
-      git add logs/$(projectName)/$(branchName)/$(datetime).csv
-      git add logs/$(projectName)/$(branchName)/$(datetime).txt
-      git add docs/$(projectName)/$(branchName)/latest/index.html
-
-      git commit -m "Azure auto test for $(projectName)/$(branchName) @ $(datetime)" -m "Debug info:\nProjectName:$(projectName)\nBranchName:$(branchName)\nDataTime:$(datetime)"
-      git push
-      exit 0
-
-    workingDirectory: $(Pipeline.Workspace)/testStatus
-    displayName: 'Parse test results'
-    condition: and(eq(variables['Build.Repository.Name'], 'datashield/dsBaseClient'), ne(variables['Build.Reason'], 'PullRequest'))
-
-
     #####################################################################################
     # Output the environment information to the console. This is useful for debugging.
     # Always do this, even if some of the above has failed or the job has been cacelled.

From 39949a95d2e48e195e9409680f3e0dfaeb850419 Mon Sep 17 00:00:00 2001
From: Tim Cadman <41470917+timcadman@users.noreply.github.com>
Date: Thu, 9 Oct 2025 14:22:29 +0200
Subject: [PATCH 25/69] removed clientside checks

---
 R/ds.colnames.R | 55 ++++++++++++++++++++-----------------------------
 1 file changed, 22 insertions(+), 33 deletions(-)

diff --git a/R/ds.colnames.R b/R/ds.colnames.R
index a4b98b1a..a9e80252 100644
--- a/R/ds.colnames.R
+++ b/R/ds.colnames.R
@@ -1,51 +1,51 @@
 #'
 #' @title Produces column names of the R object in the server-side
-#' @description Retrieves column names of an R object on the server-side.  
+#' @description Retrieves column names of an R object on the server-side.
 #' This function is similar to R function \code{colnames}.
-#' @details The input is restricted to the object of type \code{data.frame} or \code{matrix}. 
-#' 
+#' @details The input is restricted to the object of type \code{data.frame} or \code{matrix}.
+#'
 #' Server function called: \code{colnamesDS}
 #' @param x a character string providing the name of the input data frame or matrix.
-#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. 
+#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login.
 #' If the \code{datasources} argument is not specified
 #' the default set of connections will be used: see \code{\link[DSI]{datashield.connections_default}}.
-#' @return \code{ds.colnames} returns the column names of 
-#' the specified server-side data frame or matrix. 
+#' @return \code{ds.colnames} returns the column names of
+#' the specified server-side data frame or matrix.
 #' @author DataSHIELD Development Team
 #' @seealso \code{\link{ds.dim}} to obtain the dimensions of a matrix or a data frame.
-#' @examples 
+#' @examples
 #' \dontrun{
-#' 
+#'
 #'   ## Version 6, for version 5 see the Wiki
 #'   # Connecting to the Opal servers
-#' 
+#'
 #'   require('DSI')
 #'   require('DSOpal')
 #'   require('dsBaseClient')
-#' 
+#'
 #'   builder <- DSI::newDSLoginBuilder()
-#'   builder$append(server = "study1", 
-#'                  url = "http://192.168.56.100:8080/", 
-#'                  user = "administrator", password = "datashield_test&", 
+#'   builder$append(server = "study1",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
 #'                  table = "CNSIM.CNSIM1", driver = "OpalDriver")
-#'   builder$append(server = "study2", 
-#'                  url = "http://192.168.56.100:8080/", 
-#'                  user = "administrator", password = "datashield_test&", 
+#'   builder$append(server = "study2",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
 #'                  table = "CNSIM.CNSIM2", driver = "OpalDriver")
 #'   builder$append(server = "study3",
-#'                  url = "http://192.168.56.100:8080/", 
-#'                  user = "administrator", password = "datashield_test&", 
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
 #'                  table = "CNSIM.CNSIM3", driver = "OpalDriver")
 #'   logindata <- builder$build()
-#'   
+#'
 #'   # Log onto the remote Opal training servers
-#'   connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D") 
-#' 
+#'   connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+#'
 #'   # Getting column names of the R objects stored in the server-side
 #'   ds.colnames(x = "D",
 #'               datasources = connections[1]) #only the first server ("study1") is used
 #'   # Clear the Datashield R sessions and logout
-#'   datashield.logout(connections) 
+#'   datashield.logout(connections)
 #' }
 #' @export
 #'
@@ -65,17 +65,6 @@ ds.colnames <- function(x=NULL, datasources=NULL) {
     stop("Please provide the name of a data.frame or matrix!", call.=FALSE)
   }
 
-  # check if the input object(s) is(are) defined in all the studies
-  defined <- isDefined(datasources, x)
-
-  # call the internal function that checks the input object is of the same class in all studies.
-  typ <- checkClass(datasources, x)
-
-  # if the input object is not a matrix or a dataframe stop
-  if(!('data.frame' %in% typ) & !('matrix' %in% typ)){
-    stop("The input vector must be of type 'data.frame' or a 'matrix'!", call.=FALSE)
-  }
-
   cally <- call("colnamesDS", x)
   column_names <- DSI::datashield.aggregate(datasources, cally)
 

From bdb547626bee2968a185a172ed6d6cdbc944478f Mon Sep 17 00:00:00 2001
From: Tim Cadman <41470917+timcadman@users.noreply.github.com>
Date: Thu, 9 Oct 2025 14:54:06 +0200
Subject: [PATCH 26/69] test: written tests for unhappy flow

---
 tests/testthat/test-smk-ds.colnames.R | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/tests/testthat/test-smk-ds.colnames.R b/tests/testthat/test-smk-ds.colnames.R
index 7207adc3..26b05c97 100644
--- a/tests/testthat/test-smk-ds.colnames.R
+++ b/tests/testthat/test-smk-ds.colnames.R
@@ -23,7 +23,7 @@ test_that("setup", {
 #
 # Tests
 #
-
+options(datashield.errors.print = TRUE)
 context("ds.colnames::smk")
 test_that("simple colnames", {
     myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")
@@ -43,6 +43,22 @@ test_that("simple colnames", {
     expect_equal(res$sim3[2], "LAB_TRIG")
 })
 
+test_that("fails if the object does not exist", {
+  expect_error(
+    ds.colnames("non_existing_df"),
+    regexp = "'non_existing_df' does not exist",
+    ignore.case = TRUE
+  )
+})
+
+test_that("fails if object is not a data frame or matrix", {
+  expect_error(
+    ds.colnames("D$LAB_TSC"),
+    regexp = "must be of type data.frame or matrix",
+    ignore.case = TRUE
+  )
+})
+
 #
 # Done
 #

From 9160862bc6bcb3f0e54829f2fd25f6f6cedf7dac Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 26 Oct 2025 16:33:02 +0000
Subject: [PATCH 27/69] Updates for context() + copyright

---
 tests/testthat/setup.R                        |  7 +-
 tests/testthat/teardown.R                     |  5 +-
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 tests/testthat/test-arg-ds.asDataMatrix.R     |  3 +-
 tests/testthat/test-arg-ds.asFactor.R         |  3 +-
 tests/testthat/test-arg-ds.asInteger.R        |  3 +-
 tests/testthat/test-arg-ds.asList.R           |  3 +-
 tests/testthat/test-arg-ds.asLogical.R        |  3 +-
 tests/testthat/test-arg-ds.asMatrix.R         |  4 +-
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 tests/testthat/test-arg-ds.assign.R           |  3 +-
 tests/testthat/test-arg-ds.auc.R              |  9 +--
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 tests/testthat/test-arg-ds.cor.R              |  3 +-
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 tests/testthat/test-arg-ds.recodeValues.R     |  3 +-
 tests/testthat/test-arg-ds.rep.R              |  9 +--
 tests/testthat/test-arg-ds.replaceNA.R        |  3 +-
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 tests/testthat/test-arg-ds.rowColCalc.R       |  3 +-
 tests/testthat/test-arg-ds.sample.R           |  9 +--
 tests/testthat/test-arg-ds.seq.R              |  3 +-
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 tests/testthat/test-arg-ds.skewness.R         |  9 +--
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 tests/testthat/test-arg-ds.subsetByClass.R    |  3 +-
 tests/testthat/test-arg-ds.summary.R          |  3 +-
 tests/testthat/test-arg-ds.table.R            | 17 ++---
 tests/testthat/test-arg-ds.table1D.R          |  3 +-
 tests/testthat/test-arg-ds.table2D.R          |  3 +-
 tests/testthat/test-arg-ds.tapply.R           |  3 +-
 tests/testthat/test-arg-ds.tapply.assign.R    |  3 +-
 tests/testthat/test-arg-ds.testObjExists.R    |  3 +-
 tests/testthat/test-arg-ds.unList.R           |  3 +-
 tests/testthat/test-arg-ds.unique.R           |  5 +-
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 tests/testthat/test-datachk-TESTING.R         |  9 +--
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 tests/testthat/test-disc-ds.mean.R            |  3 +-
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 tests/testthat/test-disc-ds.sample.R          |  9 +--
 tests/testthat/test-disc-ds.table.R           | 21 +++---
 tests/testthat/test-disc-ds.var.R             |  3 +-
 tests/testthat/test-discctrl-ds.Boole.R       | 10 +--
 tests/testthat/test-discctrl-ds.c.R           |  9 +--
 tests/testthat/test-discctrl-ds.cbind.R       |  9 +--
 tests/testthat/test-discctrl-ds.dataFrame.R   |  9 +--
 .../testthat/test-discctrl-ds.dataFrameSort.R |  9 +--
 .../test-discctrl-ds.dataFrameSubset.R        |  9 +--
 tests/testthat/test-discctrl-ds.dmtC2S.R      |  9 +--
 tests/testthat/test-discctrl-ds.levels.R      |  9 +--
 tests/testthat/test-discctrl-ds.ns.R          | 10 +--
 tests/testthat/test-discctrl-ds.rBinom.R      | 10 +--
 tests/testthat/test-discctrl-ds.rNorm.R       | 10 +--
 tests/testthat/test-discctrl-ds.rPois.R       | 10 +--
 tests/testthat/test-discctrl-ds.rUnif.R       | 10 +--
 tests/testthat/test-discctrl-ds.rbind.R       |  9 +--
 tests/testthat/test-discctrl-ds.reShape.R     |  9 +--
 .../testthat/test-discctrl-ds.recodeLevels.R  |  9 +--
 .../testthat/test-discctrl-ds.recodeValues.R  |  9 +--
 tests/testthat/test-discctrl-ds.rep.R         |  9 +--
 tests/testthat/test-discctrl-ds.sample.R      | 10 +--
 tests/testthat/test-discctrl-ds.seq.R         |  9 +--
 tests/testthat/test-discctrl-ds.setSeed.R     | 10 +--
 tests/testthat/test-discctrl-ds.subset.R      | 10 +--
 .../testthat/test-discctrl-ds.subsetByClass.R |  9 +--
 tests/testthat/test-expt-ds.dataFrame.R       | 35 ++++++----
 tests/testthat/test-expt-ds.glmerSLMA.R       |  9 +--
 tests/testthat/test-expt-ds.lmerSLMA.R        |  7 +-
 tests/testthat/test-expt-ds.mean.R            | 11 +--
 tests/testthat/test-expt-ds.reshape.R         | 13 +++-
 tests/testthat/test-expt-ds.skewness.R        |  7 +-
 tests/testthat/test-expt-ds.var.R             | 20 ++++--
 tests/testthat/test-expt_bug-ds.asFactor.R    | 16 ++++-
 .../testthat/test-expt_bug-ds.dataFrameSort.R | 35 +++++-----
 tests/testthat/test-expt_bug-ds.make.R        | 49 ++++++++------
 tests/testthat/test-expt_bug-ds.rPois.R       | 19 ++++--
 tests/testthat/test-expt_bug-ds.rUnif.R       | 19 ++++--
 .../testthat/test-expt_bug-ds.recodeValues.R  | 19 ++++--
 tests/testthat/test-expt_bug-ds.table.R       |  7 +-
 .../testthat/test-expt_dgr-ds.dataFrameSort.R | 35 +++++-----
 .../test-expt_dgr-ds.dataFrameSubset.R        | 27 ++++----
 tests/testthat/test-math-ds.mean.R            | 25 ++++---
 tests/testthat/test-math-ds.var.R             | 29 +++++---
 tests/testthat/test-math_bug-ds.asFactor.R    | 16 ++++-
 tests/testthat/test-math_bug-ds.make.R        | 14 +++-
 tests/testthat/test-math_bug-ds.rPois.R       | 19 ++++--
 tests/testthat/test-math_bug-ds.rUnif.R       |  7 +-
 .../testthat/test-math_bug-ds.recodeValues.R  | 16 ++++-
 tests/testthat/test-math_bug-ds.table.R       |  3 +-
 .../testthat/test-math_dgr-ds.dataFrameSort.R |  7 +-
 .../test-math_dgr-ds.dataFrameSubset.R        | 13 +++-
 tests/testthat/test-math_dgr-ds.skewness.R    | 15 ++++-
 tests/testthat/test-perf-conndisconn.R        | 10 +--
 tests/testthat/test-perf-ds.abs.R             | 10 +--
 tests/testthat/test-perf-ds.asInteger.R       | 10 +--
 tests/testthat/test-perf-ds.asList.R          | 10 +--
 tests/testthat/test-perf-ds.asNumeric.R       | 10 +--
 tests/testthat/test-perf-ds.assign.R          | 10 +--
 tests/testthat/test-perf-ds.class.R           | 10 +--
 tests/testthat/test-perf-ds.colnames.R        | 10 +--
 tests/testthat/test-perf-ds.exists.R          | 10 +--
 tests/testthat/test-perf-ds.length.R          | 10 +--
 tests/testthat/test-perf-ds.mean.R            | 12 ++--
 tests/testthat/test-perf-void.R               | 10 +--
 .../testthat/test-smk-checkClass-discordant.R |  9 +--
 tests/testthat/test-smk-checkClass.R          |  9 +--
 tests/testthat/test-smk-ds.Boole.R            | 13 ++--
 tests/testthat/test-smk-ds.abs.R              |  9 +--
 tests/testthat/test-smk-ds.asCharacter.R      |  9 +--
 tests/testthat/test-smk-ds.asDataMatrix.R     |  9 +--
 tests/testthat/test-smk-ds.asFactor.R         | 11 +--
 tests/testthat/test-smk-ds.asFactorSimple.R   |  9 +--
 tests/testthat/test-smk-ds.asInteger.R        |  9 +--
 tests/testthat/test-smk-ds.asList.R           |  9 +--
 tests/testthat/test-smk-ds.asLogical.R        |  9 +--
 tests/testthat/test-smk-ds.asMatrix.R         |  9 +--
 tests/testthat/test-smk-ds.asNumeric.R        |  9 +--
 tests/testthat/test-smk-ds.assign.R           |  9 +--
 tests/testthat/test-smk-ds.c.R                |  9 +--
 tests/testthat/test-smk-ds.cbind.R            | 15 +++--
 tests/testthat/test-smk-ds.changeRefGroup.R   |  9 +--
 tests/testthat/test-smk-ds.class.R            |  9 +--
 tests/testthat/test-smk-ds.colnames.R         |  9 +--
 .../test-smk-ds.completeCases-vectors.R       | 17 ++---
 tests/testthat/test-smk-ds.completeCases.R    | 11 +--
 tests/testthat/test-smk-ds.cor.R              |  9 +--
 tests/testthat/test-smk-ds.corTest.R          | 13 ++--
 tests/testthat/test-smk-ds.cov.R              |  9 +--
 tests/testthat/test-smk-ds.dataFrame.R        | 16 ++---
 .../test-smk-ds.dataFrameFill-donothing.R     | 10 +--
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 tests/testthat/test-smk-ds.dataFrameFill.R    | 10 +--
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 tests/testthat/test-smk-ds.dataFrameSubset.R  | 11 +--
 tests/testthat/test-smk-ds.dim.R              | 13 ++--
 tests/testthat/test-smk-ds.dmtC2S.R           | 14 ++--
 tests/testthat/test-smk-ds.elspline.R         | 11 +--
 tests/testthat/test-smk-ds.exists.R           | 13 ++--
 tests/testthat/test-smk-ds.exp.R              |  9 +--
 tests/testthat/test-smk-ds.gamlss.R           | 15 +++--
 tests/testthat/test-smk-ds.getWGSR.R          |  9 +--
 tests/testthat/test-smk-ds.glm-binomial.R     | 11 +--
 tests/testthat/test-smk-ds.glm-gaussian.R     | 11 +--
 tests/testthat/test-smk-ds.glm-poisson.R      | 11 +--
 .../test-smk-ds.glmPredict-binomial.R         | 13 ++--
 .../test-smk-ds.glmPredict-gaussian.R         | 13 ++--
 .../testthat/test-smk-ds.glmPredict-poisson.R | 13 ++--
 tests/testthat/test-smk-ds.glmSLMA.R          | 19 +++---
 tests/testthat/test-smk-ds.glmSummary.R       | 11 +--
 tests/testthat/test-smk-ds.glmerSLMA.R        | 15 +++--
 tests/testthat/test-smk-ds.hetcor.R           |  9 +--
 tests/testthat/test-smk-ds.isNA.R             |  9 +--
 tests/testthat/test-smk-ds.isValid.R          |  9 +--
 tests/testthat/test-smk-ds.kurtosis.R         | 26 +++----
 tests/testthat/test-smk-ds.length.R           |  9 +--
 tests/testthat/test-smk-ds.levels.R           | 11 +--
 tests/testthat/test-smk-ds.lexis.R            | 10 +--
 tests/testthat/test-smk-ds.list.R             |  9 +--
 .../test-smk-ds.listClientsideFunctions.R     | 10 +--
 .../test-smk-ds.listDisclosureSettings.R      |  9 +--
 .../test-smk-ds.listServersideFunctions.R     |  4 +-
 tests/testthat/test-smk-ds.lmerSLMA.R         | 15 +++--
 tests/testthat/test-smk-ds.log.R              |  9 +--
 tests/testthat/test-smk-ds.look.R             |  9 +--
 tests/testthat/test-smk-ds.ls.R               |  9 +--
 tests/testthat/test-smk-ds.lspline.R          |  9 +--
 tests/testthat/test-smk-ds.make.R             | 13 ++--
 tests/testthat/test-smk-ds.matrix.R           |  9 +--
 tests/testthat/test-smk-ds.matrixDet.R        |  9 +--
 tests/testthat/test-smk-ds.matrixDet.report.R |  9 +--
 tests/testthat/test-smk-ds.matrixDiag.R       | 11 +--
 tests/testthat/test-smk-ds.matrixDimnames.R   |  9 +--
 tests/testthat/test-smk-ds.matrixInvert.R     |  9 +--
 tests/testthat/test-smk-ds.matrixMult.R       |  9 +--
 tests/testthat/test-smk-ds.matrixTranspose.R  |  9 +--
 tests/testthat/test-smk-ds.mean.R             | 19 +++---
 tests/testthat/test-smk-ds.meanByClass.R      | 15 +++--
 tests/testthat/test-smk-ds.meanSdGp.R         | 13 ++--
 tests/testthat/test-smk-ds.merge.R            |  9 +--
 tests/testthat/test-smk-ds.message.R          |  9 +--
 tests/testthat/test-smk-ds.metadata.R         |  9 +--
 tests/testthat/test-smk-ds.mice.R             | 11 +--
 tests/testthat/test-smk-ds.names.R            |  9 +--
 tests/testthat/test-smk-ds.ns.R               |  9 +--
 tests/testthat/test-smk-ds.numNA.R            |  9 +--
 tests/testthat/test-smk-ds.qlspline.R         | 11 +--
 tests/testthat/test-smk-ds.quantileMean.R     | 11 +--
 tests/testthat/test-smk-ds.rBinom.R           |  9 +--
 tests/testthat/test-smk-ds.rNorm.R            |  9 +--
 tests/testthat/test-smk-ds.rPois.R            |  9 +--
 tests/testthat/test-smk-ds.rUnif.R            |  9 +--
 tests/testthat/test-smk-ds.ranksSecure.R      | 15 +++--
 tests/testthat/test-smk-ds.rbind.R            |  9 +--
 tests/testthat/test-smk-ds.reShape.R          |  9 +--
 tests/testthat/test-smk-ds.recodeLevels.R     | 11 +--
 tests/testthat/test-smk-ds.recodeValues.R     |  9 +--
 tests/testthat/test-smk-ds.rep-complex.R      |  9 +--
 tests/testthat/test-smk-ds.rep.R              |  9 +--
 tests/testthat/test-smk-ds.replaceNA.R        |  9 +--
 tests/testthat/test-smk-ds.rm.R               | 11 +--
 tests/testthat/test-smk-ds.rowColCalc.R       | 11 +--
 tests/testthat/test-smk-ds.sample.R           | 11 +--
 tests/testthat/test-smk-ds.seq.R              |  9 +--
 tests/testthat/test-smk-ds.setSeed.R          |  9 +--
 tests/testthat/test-smk-ds.skewness.R         | 26 +++----
 tests/testthat/test-smk-ds.sqrt.R             |  9 +--
 tests/testthat/test-smk-ds.subset.R           | 13 ++--
 tests/testthat/test-smk-ds.subsetByClass.R    |  9 +--
 tests/testthat/test-smk-ds.summary.R          | 19 +++---
 tests/testthat/test-smk-ds.table.R            | 15 +++--
 tests/testthat/test-smk-ds.table1D.R          | 19 +++---
 tests/testthat/test-smk-ds.table2D.R          |  9 +--
 tests/testthat/test-smk-ds.tapply.R           | 15 +++--
 tests/testthat/test-smk-ds.tapply.assign.R    | 15 +++--
 .../test-smk-ds.testObjExists-discordant.R    |  9 +--
 tests/testthat/test-smk-ds.testObjExists.R    |  9 +--
 tests/testthat/test-smk-ds.unList.R           |  9 +--
 tests/testthat/test-smk-ds.unique.R           |  9 +--
 tests/testthat/test-smk-ds.var.R              | 13 ++--
 tests/testthat/test-smk-ds.vectorCalc.R       |  9 +--
 tests/testthat/test-smk-isDefined.R           | 16 ++---
 tests/testthat/test-smk_bug-ds.listOpals.R    |  3 +-
 tests/testthat/test-smk_dgr-ds.asCharacter.R  |  9 +--
 .../test-smk_dgr-ds.listClientsideFunctions.R |  9 +--
 .../test-smk_dgr-ds.listServersideFunctions.R |  9 +--
 .../test-smk_dgr-ds.recodeValues-factor.R     | 15 +++--
 ...t-smk_dgr-ds.recodeValues-factor_missing.R | 13 ++--
 tests/testthat/test-smk_dgr-ds.recodeValues.R |  9 +--
 tests/testthat/test-smk_expt-ds.mean.R        | 67 ++++++++++---------
 tests/testthat/test-smk_expt-ds.ranksSecure.R | 15 +++--
 303 files changed, 1648 insertions(+), 1228 deletions(-)

diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R
index 4c55c6e7..512e649c 100644
--- a/tests/testthat/setup.R
+++ b/tests/testthat/setup.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,11 +8,12 @@
 # You should have received a copy of the GNU General Public License
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
+
 #
 # Datashield test suite set up
 #
 
-context("setup - start")
+# context("setup - start")
 
 # Convert 'warnings' to 'errors'
 # options(warn = 2)
@@ -33,4 +34,4 @@ source("connection_to_datasets/init_studies_datasets.R")
 source("connection_to_datasets/init_discordant_datasets.R")
 source("connection_to_datasets/init_mediation_datasets.R")
 
-context("setup - done")
+# context("setup - done")
diff --git a/tests/testthat/teardown.R b/tests/testthat/teardown.R
index 710dac81..5026a0db 100644
--- a/tests/testthat/teardown.R
+++ b/tests/testthat/teardown.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,6 +9,6 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-context("teardown")
+# context("teardown")
 
-context("teardown - done")
+# context("teardown - done")
diff --git a/tests/testthat/test-_-vm-test.R b/tests/testthat/test-_-vm-test.R
index 952425f5..7b5af1f4 100644
--- a/tests/testthat/test-_-vm-test.R
+++ b/tests/testthat/test-_-vm-test.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("vm-test::_::setup")
+# context("vm-test::_::setup")
 
 init.testing.datasets()
 
@@ -21,7 +22,7 @@ init.testing.datasets()
 #
 
 #connect to a server
-context("vm-test::_::tests::vm")
+# context("vm-test::_::tests::vm")
 
 test_that("The virtual machine is loaded. ",
 {
@@ -33,11 +34,11 @@ test_that("The virtual machine is loaded. ",
 # Shutdown
 #
 
-context("vm-test::_::shutdown")
+# context("vm-test::_::shutdown")
 
 #
 # Done
 #
 
-context("vm-test::_::done")
+# context("vm-test::_::done")
 
diff --git a/tests/testthat/test-arg-ds.Boole.R b/tests/testthat/test-arg-ds.Boole.R
index fdfc4502..d8fb3bed 100644
--- a/tests/testthat/test-arg-ds.Boole.R
+++ b/tests/testthat/test-arg-ds.Boole.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.Boole::arg::test errors")
+# context("ds.Boole::arg::test errors")
 test_that("Boole_erros", {
     expect_error(ds.Boole(), "Please provide the name of the column or scalar that holds V1!", fixed=TRUE)
     expect_error(ds.Boole(V1="D$LAB_TSC"), "Please provide the name of a column or scalar holding V2 or declare a scalar in character format: eg '3'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.asCharacter.R b/tests/testthat/test-arg-ds.asCharacter.R
index a007ec6a..8d7d3544 100644
--- a/tests/testthat/test-arg-ds.asCharacter.R
+++ b/tests/testthat/test-arg-ds.asCharacter.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.discordant.dataset.simple(list("A", "B", "C"))
 # Tests
 #
 
-context("ds.asCharacter::arg::test errors")
+# context("ds.asCharacter::arg::test errors")
 test_that("asCharacter_erros", {
     expect_error(ds.asCharacter(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asDataMatrix.R b/tests/testthat/test-arg-ds.asDataMatrix.R
index e84e2281..ca65f6cb 100644
--- a/tests/testthat/test-arg-ds.asDataMatrix.R
+++ b/tests/testthat/test-arg-ds.asDataMatrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asDataMatrix::arg::test errors")
+# context("ds.asDataMatrix::arg::test errors")
 test_that("asDataMatrix_erros", {
     expect_error(ds.asDataMatrix(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asFactor.R b/tests/testthat/test-arg-ds.asFactor.R
index bfc4662d..a264b040 100644
--- a/tests/testthat/test-arg-ds.asFactor.R
+++ b/tests/testthat/test-arg-ds.asFactor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asFactor::arg::test errors")
+# context("ds.asFactor::arg::test errors")
 test_that("asFactor_erros", {
     expect_error(ds.asFactor(), "Please provide the name of the variable that is to be converted to a factor e.g. 'varname'", fixed=TRUE)
     expect_error(ds.asFactor(input.var.name=1), "Please provide the name of the variable that is to be converted to a factor in character format e.g. 'varname'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.asInteger.R b/tests/testthat/test-arg-ds.asInteger.R
index a6a1196e..c6305012 100644
--- a/tests/testthat/test-arg-ds.asInteger.R
+++ b/tests/testthat/test-arg-ds.asInteger.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asInteger::arg::test errors")
+# context("ds.asInteger::arg::test errors")
 test_that("asInteger_erros", {
     expect_error(ds.asInteger(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asList.R b/tests/testthat/test-arg-ds.asList.R
index c498d36c..92640188 100644
--- a/tests/testthat/test-arg-ds.asList.R
+++ b/tests/testthat/test-arg-ds.asList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asList::arg::test errors")
+# context("ds.asList::arg::test errors")
 test_that("asList_erros", {
     expect_error(ds.asList(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asLogical.R b/tests/testthat/test-arg-ds.asLogical.R
index 64912059..39056cc3 100644
--- a/tests/testthat/test-arg-ds.asLogical.R
+++ b/tests/testthat/test-arg-ds.asLogical.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asLogical::arg::test errors")
+# context("ds.asLogical::arg::test errors")
 test_that("asLogical_erros", {
     expect_error(ds.asLogical(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asMatrix.R b/tests/testthat/test-arg-ds.asMatrix.R
index 5c7c8ebd..4a199dd0 100644
--- a/tests/testthat/test-arg-ds.asMatrix.R
+++ b/tests/testthat/test-arg-ds.asMatrix.R
@@ -1,4 +1,6 @@
+#
 #Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 #This program and the accompanying materials are made available under the terms
 #of the GNU Public License v3.0.
@@ -17,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asMatrix::arg::test errors")
+# context("ds.asMatrix::arg::test errors")
 test_that("asMatrix_erros", {
     expect_error(ds.asMatrix(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asNumeric.R b/tests/testthat/test-arg-ds.asNumeric.R
index b821c842..27626075 100644
--- a/tests/testthat/test-arg-ds.asNumeric.R
+++ b/tests/testthat/test-arg-ds.asNumeric.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asNumeric::arg::test errors")
+# context("ds.asNumeric::arg::test errors")
 test_that("asNumeric_erros", {
     expect_error(ds.asNumeric(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.assign.R b/tests/testthat/test-arg-ds.assign.R
index 9c1cdac0..4fbd06c4 100644
--- a/tests/testthat/test-arg-ds.assign.R
+++ b/tests/testthat/test-arg-ds.assign.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.assign::arg::test errors")
+# context("ds.assign::arg::test errors")
 test_that("assign_erros", {
     expect_error(ds.assign(), "Please give the name of object to assign or an expression to evaluate and assign.!\n")
 })
diff --git a/tests/testthat/test-arg-ds.auc.R b/tests/testthat/test-arg-ds.auc.R
index 7c42585f..ade35211 100644
--- a/tests/testthat/test-arg-ds.auc.R
+++ b/tests/testthat/test-arg-ds.auc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,13 +13,13 @@
 # Set up
 #
 
-context("ds.auc::arg::setup")
+# context("ds.auc::arg::setup")
 
 #
 # Tests
 #
 
-context("ds.auc::arg::test errors")
+# context("ds.auc::arg::test errors")
 
 test_that("ds.auc errors for null pred or y", {
   
@@ -31,5 +32,5 @@ test_that("ds.auc errors for null pred or y", {
 # Done
 #
 
-context("ds.auc::arg::shutdown")
-context("ds.auc::arg::done")
+# context("ds.auc::arg::shutdown")
+# context("ds.auc::arg::done")
diff --git a/tests/testthat/test-arg-ds.c.R b/tests/testthat/test-arg-ds.c.R
index 3371d591..7a85cecb 100644
--- a/tests/testthat/test-arg-ds.c.R
+++ b/tests/testthat/test-arg-ds.c.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.c::arg::test errors")
+# context("ds.c::arg::test errors")
 test_that("simple c errors", {
     expect_error(ds.c(), "x=NULL. Please provide the names of the objects to concatenate!")
 })
diff --git a/tests/testthat/test-arg-ds.cbind.R b/tests/testthat/test-arg-ds.cbind.R
index d600ac83..a5198813 100644
--- a/tests/testthat/test-arg-ds.cbind.R
+++ b/tests/testthat/test-arg-ds.cbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.cbind::arg::test errors")
+# context("ds.cbind::arg::test errors")
 test_that("cbind_erros", {
     ds.asList(x='D$LAB_TSC', newobj="as_list")
 
diff --git a/tests/testthat/test-arg-ds.changeRefGroup.R b/tests/testthat/test-arg-ds.changeRefGroup.R
index 1baffe40..91a0fe24 100644
--- a/tests/testthat/test-arg-ds.changeRefGroup.R
+++ b/tests/testthat/test-arg-ds.changeRefGroup.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("DIS_AMI", "LAB_TSC"))
 # Tests
 #
 
-context("ds.changeRefGroup::arg::test errors")
+# context("ds.changeRefGroup::arg::test errors")
 test_that("changeRefGroup_erros", {
     expect_error(ds.changeRefGroup(), "Please provide the name of a vector of type factor!")
     expect_error(ds.changeRefGroup(x="D$DIS_AMI"), " You must indicate a reference level - set the parameter 'ref'.")
diff --git a/tests/testthat/test-arg-ds.class.R b/tests/testthat/test-arg-ds.class.R
index c7240c7b..c0bf5c7d 100644
--- a/tests/testthat/test-arg-ds.class.R
+++ b/tests/testthat/test-arg-ds.class.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.class::arg::test errors")
+# context("ds.class::arg::test errors")
 test_that("class_erros", {
     expect_error(ds.class(), "Please provide the name of the input object!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.colnames.R b/tests/testthat/test-arg-ds.colnames.R
index bbbaa5e9..39ce9b87 100644
--- a/tests/testthat/test-arg-ds.colnames.R
+++ b/tests/testthat/test-arg-ds.colnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.colnames::arg::test errors")
+# context("ds.colnames::arg::test errors")
 test_that("simple colnames errors", {
     expect_error(ds.colnames(), "")
 })
diff --git a/tests/testthat/test-arg-ds.completeCases.R b/tests/testthat/test-arg-ds.completeCases.R
index a1385638..8bb99733 100644
--- a/tests/testthat/test-arg-ds.completeCases.R
+++ b/tests/testthat/test-arg-ds.completeCases.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.completeCases::arg::test errors")
+# context("ds.completeCases::arg::test errors")
 test_that("completeCases_errors", {
   res <- ds.completeCases()
   expect_equal(res, "Error: x1 must be a character string naming a serverside data.frame, matrix or vector", fixed = TRUE)
diff --git a/tests/testthat/test-arg-ds.cor.R b/tests/testthat/test-arg-ds.cor.R
index 9f728e1a..47b5a5ab 100644
--- a/tests/testthat/test-arg-ds.cor.R
+++ b/tests/testthat/test-arg-ds.cor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.cor::arg::test errors")
+# context("ds.cor::arg::test errors")
 test_that("cor_erros", {
     expect_error(ds.cor(), 'x=NULL. Please provide the name of a matrix or dataframe or the names of two numeric vectors!', fixed=TRUE)
     expect_error(ds.cor(x='D$LAB_TSC'), 'If x is a numeric vector, y must be a numeric vector!', fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.corTest.R b/tests/testthat/test-arg-ds.corTest.R
index ac80a40c..76adc6f1 100644
--- a/tests/testthat/test-arg-ds.corTest.R
+++ b/tests/testthat/test-arg-ds.corTest.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.survival(list("survtime", "time.id"))
 # Tests
 #
 
-context("ds.corTest::arg")
+# context("ds.corTest::arg")
 
 test_that("simple arg test", {
     expect_error(ds.corTest(), "x=NULL. Please provide the names of the 1st numeric vector!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.cov.R b/tests/testthat/test-arg-ds.cov.R
index 0958c65a..29330c9d 100644
--- a/tests/testthat/test-arg-ds.cov.R
+++ b/tests/testthat/test-arg-ds.cov.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.cov::arg::test errors")
+# context("ds.cov::arg::test errors")
 test_that("cov_erros", {
     expect_error(ds.cov(), 'x=NULL. Please provide the name of a matrix or dataframe or the names of two numeric vectors!', fixed=TRUE)
     expect_error(ds.cov(x='D$LAB_TSC'), 'If x is a numeric vector, y must be a numeric vector!', fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.dataFrame.R b/tests/testthat/test-arg-ds.dataFrame.R
index 9d76b7be..33fa65cf 100644
--- a/tests/testthat/test-arg-ds.dataFrame.R
+++ b/tests/testthat/test-arg-ds.dataFrame.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.dataFrame::arg::test errors")
+# context("ds.dataFrame::arg::test errors")
 test_that("dataframe_erros", {
     expect_error(ds.dataFrame(), "Please provide the name of the list that holds the input vectors!", fixed=TRUE)
 
diff --git a/tests/testthat/test-arg-ds.dataFrameFill.R b/tests/testthat/test-arg-ds.dataFrameFill.R
index 0e71d2e5..2eb77e4f 100644
--- a/tests/testthat/test-arg-ds.dataFrameFill.R
+++ b/tests/testthat/test-arg-ds.dataFrameFill.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.dataFrameFill::arg::test errors")
+# context("ds.dataFrameFill::arg::test errors")
 test_that("dataFrameFill_erros", {
     expect_error(ds.dataFrameFill(), "Please provide the name of the data.frame to be filled as a character string: eg 'xxx'", fixed=TRUE)
     expect_error(ds.dataFrameFill("NonDF"), "The input object NonDF is not defined in sim1, sim2, sim3!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.dataFrameSort.R b/tests/testthat/test-arg-ds.dataFrameSort.R
index 65a1c2cf..52061313 100644
--- a/tests/testthat/test-arg-ds.dataFrameSort.R
+++ b/tests/testthat/test-arg-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 # Tests
 #
 
-context("ds.dataFrameSort::arg::no args")
+# context("ds.dataFrameSort::arg::no args")
 test_that("dataFrameSort_noargs", {
     expect_error(ds.dataFrameSort(), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
 
@@ -30,7 +31,7 @@ test_that("dataFrameSort_noargs", {
     expect_match(res.errors$sim3, "* Error in strsplit\\(df.name, split = \"\"\\) : non-character argument*")
 })
 
-context("ds.dataFrameSort::arg::sorted dataframe, of factors")
+# context("ds.dataFrameSort::arg::sorted dataframe, of factors")
 test_that("dataFrameSort_factors", {
     myvectors <- c('D$LAB_TSC', 'D$GENDER')
     ds.dataFrame(x=myvectors, newobj="unsorted_df")
diff --git a/tests/testthat/test-arg-ds.dataFrameSubset.R b/tests/testthat/test-arg-ds.dataFrameSubset.R
index 4bd414e6..53ec07e3 100644
--- a/tests/testthat/test-arg-ds.dataFrameSubset.R
+++ b/tests/testthat/test-arg-ds.dataFrameSubset.R
@@ -1,6 +1,7 @@
 
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::arg::setup")
+# context("ds.dataFrameSubset::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -25,27 +26,27 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameSubset::arg::missing 'ds.name' arg errors")
+# context("ds.dataFrameSubset::arg::missing 'ds.name' arg errors")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(), "Please provide the name of the data.frame to be subsetted as a character string: eg 'xxx'", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'V1' arg error")
+# context("ds.dataFrameSubset::arg::missing 'V1' arg error")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D"), "Please provide the name of the column or scalar that holds V1 as a character string: eg 'xxx' or '3'", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'V2' arg error")
+# context("ds.dataFrameSubset::arg::missing 'V2' arg error")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="LAB_TSC"), "Please provide the name of the column or scalar that holds V2 as a character string: eg 'xxx' or '3'", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'Boolean.operator' arg error")
+# context("ds.dataFrameSubset::arg::missing 'Boolean.operator' arg error")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="LAB_TSC", V2.name="LAB_TSC"), "Unless you are only subsetting columns, please provide a Boolean operator in character format: eg '==' or '>=' or '<' or '!='. However, if either keep.cols or rm.cols is non-null because you want to subset columns and you specify both V1.name and V2.name as NULL (or 'ONES') and Boolean.operator as NULL,ds.dataFrameSubset will subset out the specified columns but will keep all rows.", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'df.name' value server-side")
+# context("ds.dataFrameSubset::arg::missing 'df.name' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="M", V1.name="A", V2.name="B", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -57,7 +58,7 @@ test_that("dataFrameSubset_erros", {
     expect_match(res.errors$sim3, "* object 'M' not found*")
 })
 
-context("ds.dataFrameSubset::arg::missing 'V1' value server-side")
+# context("ds.dataFrameSubset::arg::missing 'V1' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="A", V2.name="B", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -69,7 +70,7 @@ test_that("dataFrameSubset_erros", {
     expect_match(res.errors$sim3, "* Error in eval\\(parse\\(text = V1.name\\), envir = parent.frame\\(\\)\\) : \\n  object 'A' not found*")
 })
 
-context("ds.dataFrameSubset::arg::missing 'V2' value server-side")
+# context("ds.dataFrameSubset::arg::missing 'V2' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="D$LAB_TSC", V2.name="B", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -81,7 +82,7 @@ test_that("dataFrameSubset_erros", {
     expect_match(res.errors$sim3, "* Error in eval\\(parse\\(text = V2.name\\), envir = parent.frame\\(\\)\\) : \\n  object 'B' not found*")
 })
 
-context("ds.dataFrameSubset::arg::invalid 'Boolean.operator' value server-side")
+# context("ds.dataFrameSubset::arg::invalid 'Boolean.operator' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="D$LAB_TSC", V2.name="D$LAB_TSC", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -97,7 +98,7 @@ test_that("dataFrameSubset_erros", {
 # Shutdown
 #
 
-context("ds.dataFrameSubset::arg::shutdown")
+# context("ds.dataFrameSubset::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -109,4 +110,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.dataFrameSubset::arg::done")
+# context("ds.dataFrameSubset::arg::done")
diff --git a/tests/testthat/test-arg-ds.dim.R b/tests/testthat/test-arg-ds.dim.R
index 8ee68198..27b4e8bd 100644
--- a/tests/testthat/test-arg-ds.dim.R
+++ b/tests/testthat/test-arg-ds.dim.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.dim::arg::test errors")
+# context("ds.dim::arg::test errors")
 test_that("dim_erros", {
     expect_error(ds.dim(), "Please provide the name of a data.frame or matrix!", fixed=TRUE)
     expect_error(ds.dim(x="F", checks = TRUE), "The input object must be a table structure!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.exists.R b/tests/testthat/test-arg-ds.exists.R
index 7e920395..8ae2070d 100644
--- a/tests/testthat/test-arg-ds.exists.R
+++ b/tests/testthat/test-arg-ds.exists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.exists::arg::test errors")
+# context("ds.exists::arg::test errors")
 test_that("simple exists errors", {
     expect_error(ds.exists(), "Please provide the name of the input object!")
 })
diff --git a/tests/testthat/test-arg-ds.exp.R b/tests/testthat/test-arg-ds.exp.R
index d3a6d1ef..c851bba3 100644
--- a/tests/testthat/test-arg-ds.exp.R
+++ b/tests/testthat/test-arg-ds.exp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.exp::arg::test errors")
+# context("ds.exp::arg::test errors")
 test_that("exp_erros", {
     expect_error(ds.exp(), "Please provide the name of the input object!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.foobar.R b/tests/testthat/test-arg-ds.foobar.R
index 05cbde70..36d5ac97 100644
--- a/tests/testthat/test-arg-ds.foobar.R
+++ b/tests/testthat/test-arg-ds.foobar.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.foobar::arg::setup")
+# context("ds.foobar::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.foobar::arg::aggregate")
+# context("ds.foobar::arg::aggregate")
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
@@ -40,7 +41,7 @@ test_that("NULL connections", {
     expect_length(errs, 0)
 })
 
-context("ds.foobar::arg::aggregate")
+# context("ds.foobar::arg::aggregate")
 test_that("NULL expr", {
     calltext <- call("fooBarDS")
     expect_error(expect_warning(datashield.aggregate(conns=ds.test_env$connections, expr=NULL), "'x' is NULL so the result will be NULL", fixed = TRUE), "replacement has length zero", fixed = TRUE)
@@ -49,7 +50,7 @@ test_that("NULL expr", {
     expect_length(errs, 0)
 })
 
-context("ds.foobar::arg::aggregate")
+# context("ds.foobar::arg::aggregate")
 test_that("non existent aggregate foobarDS", {
     calltext <- call("fooBarDS")
     expect_error(datashield.aggregate(conns=ds.test_env$connections, expr=calltext))
@@ -65,7 +66,7 @@ test_that("non existent aggregate foobarDS", {
     expect_true(errs$sim3 %in% c("Command 'fooBarDS()' failed on 'sim3': No such DataSHIELD 'AGGREGATE' method with name: fooBarDS", "[Client error: (400) Bad Request] No such DataSHIELD 'AGGREGATE' method with name: fooBarDS", "Bad request: No such DataSHIELD 'AGGREGATE' method with name: fooBarDS"))
 })
 
-context("ds.foobar::arg::assign")
+# context("ds.foobar::arg::assign")
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
@@ -89,7 +90,7 @@ test_that("NULL connections", {
 #    expect_length(res, 0)
 #})
 
-context("ds.foobar::arg::assign")
+# context("ds.foobar::arg::assign")
 test_that("NULL value", {
     calltext <- call("fooBarDS")
     expect_error(datashield.assign(conns=ds.test_env$connections, symbol="new_obj", value=NULL), "Not a valid table name", fixed=TRUE)
@@ -98,7 +99,7 @@ test_that("NULL value", {
     expect_length(errs, 0)
 })
 
-context("ds.foobar::arg::assign")
+# context("ds.foobar::arg::assign")
 test_that("non existent assign foobarDS", {
     calltext <- call("fooBarDS")
     expect_error(datashield.assign(conns=ds.test_env$connections, symbol="new_obj", value=calltext))
@@ -117,7 +118,7 @@ test_that("non existent assign foobarDS", {
 # Tear down
 #
 
-context("ds.foobar::arg::shutdown")
+# context("ds.foobar::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -125,4 +126,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.foobar::arg::done")
+# context("ds.foobar::arg::done")
diff --git a/tests/testthat/test-arg-ds.gamlss.R b/tests/testthat/test-arg-ds.gamlss.R
index 7a4ec473..c24f41ef 100644
--- a/tests/testthat/test-arg-ds.gamlss.R
+++ b/tests/testthat/test-arg-ds.gamlss.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.gamlss(list("e3_bw", "e3_gac_None"))
 # Tests
 #
 
-context("ds.gamlss::arg::test errors")
+# context("ds.gamlss::arg::test errors")
 test_that("gamlss_errors", {
     expect_error(ds.gamlss(), " Please provide a valid formula!", fixed=TRUE)
     expect_error(ds.gamlss(formula="e3_bw ~ e3_gac_None", method="RG"), "Argument 'method' must be either 'RS', 'CG' or 'mixed'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.glm.R b/tests/testthat/test-arg-ds.glm.R
index 0724e206..fbf1a880 100644
--- a/tests/testthat/test-arg-ds.glm.R
+++ b/tests/testthat/test-arg-ds.glm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.glm::arg::test errors")
+# context("ds.glm::arg::test errors")
 test_that("glm_errors", {
     expect_error(ds.glm(), " Please provide a valid regression formula!", fixed=TRUE)
     expect_error(ds.glm("D$LAB_TSC~D$LAB_TSC"), " Please provide a valid 'family' argument!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.glmPredict.R b/tests/testthat/test-arg-ds.glmPredict.R
index 579fa5b5..52c70b5c 100644
--- a/tests/testthat/test-arg-ds.glmPredict.R
+++ b/tests/testthat/test-arg-ds.glmPredict.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,14 +19,14 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB",
 # Tests
 #
 
-context("ds.glmPredict::arg::test _glmname_ arg is correct object")
+# context("ds.glmPredict::arg::test _glmname_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict(), "<glmname> is not set, please specify it as a character string containing the name of a valid glm class object on the serverside", fixed=TRUE)
   
   expect_error(ds.glmPredict("ABC"), "The input object ABC is not defined in sim1, sim2, sim3!", fixed=TRUE)
 })
 
-context("ds.glmPredict::arg::setting up glm obj for further testing")
+# context("ds.glmPredict::arg::setting up glm obj for further testing")
 test_that("glmPredict_errors", {
   #glm.obj <- ds.glmSLMA('D$LAB_TSC~D$LAB_TSC', family="gaussian", newobj="gaussian.glmslma.obj")
   #glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
@@ -37,7 +38,7 @@ test_that("glmPredict_errors", {
   expect_equal(glmSLMA.res$validity.check, "<gaussian.glmslma.obj> appears valid in all sources")
 })
 
-context("ds.glmPredict::arg::test _newdataname_ arg is correct object")
+# context("ds.glmPredict::arg::test _newdataname_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = "help"),"There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
   # TODO: "some DataSHIELD errors" is unhelpful and needs improvement
@@ -46,13 +47,13 @@ test_that("glmPredict_errors", {
   expect_true(all(c("sim1","sim2","sim3") %in% names(datashield.errors())))
 })
 
-context("ds.glmPredict::arg::test _output.type_ arg is correct object")
+# context("ds.glmPredict::arg::test _output.type_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = NULL), "missing value where TRUE/FALSE needed", fixed=TRUE)
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = 'blah'), "<output.type> is not correctly set, please specify it as one of three character strings: 'link', 'response', or 'terms'", fixed=TRUE)
 })
 
-context("ds.glmPredict::arg::test _se.fit_ arg is correct object")
+# context("ds.glmPredict::arg::test _se.fit_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "response", se.fit = "1"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -66,12 +67,12 @@ test_that("glmPredict_errors", {
 #  res <- ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "response", se.fit = FALSE, dispersion = "thereisnothingontheservercalledthis")
 #})
 
-context("ds.glmPredict::arg::test _terms_ arg is correct object")
+# context("ds.glmPredict::arg::test _terms_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "terms", se.fit = FALSE, dispersion = NULL, terms="thereisnothingontheservercalledthis2"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 })
 
-context("ds.glmPredict::arg::test _na.action_ arg is correct object")
+# context("ds.glmPredict::arg::test _na.action_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "response", se.fit = FALSE, dispersion = NULL, terms=NULL, na.action= "na.other"), "<na.action> is not correctly set, please specify it as one of four character strings: 'na.fail', 'na.omit', 'na.exclude' or 'na.pass'", fixed = TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.glmSLMA.R b/tests/testthat/test-arg-ds.glmSLMA.R
index ce4dbe73..4180f91a 100644
--- a/tests/testthat/test-arg-ds.glmSLMA.R
+++ b/tests/testthat/test-arg-ds.glmSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.glmSLMA::arg::test errors")
+# context("ds.glmSLMA::arg::test errors")
 test_that("glmSLMA_errors", {
   expect_error(ds.glmSLMA(), " Please provide a valid regression formula!", fixed=TRUE)
   
diff --git a/tests/testthat/test-arg-ds.glmerSLMA.R b/tests/testthat/test-arg-ds.glmerSLMA.R
index 84662f7f..36c80bb5 100644
--- a/tests/testthat/test-arg-ds.glmerSLMA.R
+++ b/tests/testthat/test-arg-ds.glmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmerSLMA::arg::setup")
+# context("ds.glmerSLMA::arg::setup")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Test
 #
 
-context("ds.glmerSLMA::arg::testing")
+# context("ds.glmerSLMA::arg::testing")
 test_that("simple glmerSLMA tesing (mis)use of arguments", {
     expect_error(ds.glmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor)', dataName = 'D'), " Please provide a valid 'family' argument!", fixed=TRUE)
 
@@ -53,7 +54,7 @@ test_that("simple glmerSLMA tesing (mis)use of arguments", {
 # Shutdown
 #
 
-context("ds.glmerSLMA::arg::shutdown")
+# context("ds.glmerSLMA::arg::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "offset", "weights"))
@@ -65,4 +66,4 @@ disconnect.studies.dataset.cluster.int()
 # Done
 #
 
-context("ds.glmerSLMA::arg::done")
+# context("ds.glmerSLMA::arg::done")
diff --git a/tests/testthat/test-arg-ds.isNA.R b/tests/testthat/test-arg-ds.isNA.R
index 27c9bffc..433857a7 100644
--- a/tests/testthat/test-arg-ds.isNA.R
+++ b/tests/testthat/test-arg-ds.isNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_HDL"))
 # Tests
 #
 
-context("ds.isNA::arg::errors")
+# context("ds.isNA::arg::errors")
 test_that("isNA errors", {
     expect_error(ds.isNA(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.isValid.R b/tests/testthat/test-arg-ds.isValid.R
index 65d843cc..37fbf21a 100644
--- a/tests/testthat/test-arg-ds.isValid.R
+++ b/tests/testthat/test-arg-ds.isValid.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_HDL"))
 # Tests
 #
 
-context("ds.isValid::arg::errors")
+# context("ds.isValid::arg::errors")
 test_that("isValid errors", {
     expect_error(ds.isValid(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.isValid("D$NOT_THERE"), "The input object D$NOT_THERE is not defined in sim1, sim2, sim3!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.kurtosis.R b/tests/testthat/test-arg-ds.kurtosis.R
index db80a078..0d8118e1 100644
--- a/tests/testthat/test-arg-ds.kurtosis.R
+++ b/tests/testthat/test-arg-ds.kurtosis.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.kurtosis::arg::setup")
+# context("ds.kurtosis::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.kurtosis::arg::test errors")
+# context("ds.kurtosis::arg::test errors")
 test_that("kurtosis_erros", {
     expect_error(ds.kurtosis(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.kurtosis(x='D$LAB_TSC', type='datashield'), "Function argument \"type\" has to be either \"both\", \"combine\" or \"split\"", fixed=TRUE)
@@ -36,7 +37,7 @@ test_that("kurtosis_erros", {
 # Done
 #
 
-context("ds.kurtosis::arg::shutdown")
+# context("ds.kurtosis::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,4 +45,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.kurtosis::arg::done")
+# context("ds.kurtosis::arg::done")
diff --git a/tests/testthat/test-arg-ds.length.R b/tests/testthat/test-arg-ds.length.R
index 87d5f3b3..06ce3a7a 100644
--- a/tests/testthat/test-arg-ds.length.R
+++ b/tests/testthat/test-arg-ds.length.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.length::arg::test errors")
+# context("ds.length::arg::test errors")
 test_that("length_erros", {
     ds.asMatrix(x='D$LAB_TSC', newobj="not_a_numeric")
 
diff --git a/tests/testthat/test-arg-ds.levels.R b/tests/testthat/test-arg-ds.levels.R
index 6f94c4ec..cf6bf974 100644
--- a/tests/testthat/test-arg-ds.levels.R
+++ b/tests/testthat/test-arg-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.levels::arg")
+# context("ds.levels::arg")
 test_that("simple levels", {
     expect_error(ds.levels(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.levels("LAB_TSC"), "The input object LAB_TSC is not defined in sim1, sim2, sim3!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.lexis.R b/tests/testthat/test-arg-ds.lexis.R
index 681598e0..52d1657d 100644
--- a/tests/testthat/test-arg-ds.lexis.R
+++ b/tests/testthat/test-arg-ds.lexis.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -19,12 +19,12 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.lexis::arg::test errors")
+# context("ds.lexis::arg::test errors")
 test_that("lexis_erros", {
     expect_error(ds.lexis(), "Please provide the name of the column that holds the subject IDs!", fixed=TRUE)
 })
 
-context("ds.lexis::arg::test intervalWidth")
+# context("ds.lexis::arg::test intervalWidth")
 test_that("simple lexis", {
     expect_error(ds.lexis(data='D', intervalWidth = NA, idCol = 'D$id', entryCol = 'D$starttime', exitCol = 'D$endtime', statusCol = 'D$cens', variables = c('D$age.60'), expandDF = 'EM.new'), "Please provide a (non-zero) single numeric value or vector to identify the survival time intervals", fixed = TRUE)
     expect_error(ds.lexis(data='D', intervalWidth = NULL, idCol = 'D$id', entryCol = 'D$starttime', exitCol = 'D$endtime', statusCol = 'D$cens', variables = c('D$age.60'), expandDF = 'EM.new'), "Please provide a (non-zero) single numeric value or vector to identify the survival time intervals", fixed = TRUE)
diff --git a/tests/testthat/test-arg-ds.list.R b/tests/testthat/test-arg-ds.list.R
index ffbcb749..b2bc229d 100644
--- a/tests/testthat/test-arg-ds.list.R
+++ b/tests/testthat/test-arg-ds.list.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.list::arg::test errors")
+# context("ds.list::arg::test errors")
 test_that("simple ds.list errors", {
     expect_error(ds.list(), "x=NULL. Please provide the names of the objects to coerce into a list!")
 })
diff --git a/tests/testthat/test-arg-ds.lmerSLMA.R b/tests/testthat/test-arg-ds.lmerSLMA.R
index bd229260..d5f6510d 100644
--- a/tests/testthat/test-arg-ds.lmerSLMA.R
+++ b/tests/testthat/test-arg-ds.lmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.lmerSLMA::arg::setup")
+# context("ds.lmerSLMA::arg::setup")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::arg")
+# context("ds.lmerSLMA::arg")
 test_that("simple lmerSLMA tesing (mis)use of arguments", {
     res <- ds.lmerSLMA(formula = 'incid_rate ~ trtGrp + Male', dataName = 'D')
     expect_equal(res$study1$errorMessage, "No random effects terms specified in formula", fixed=TRUE)
@@ -50,7 +51,7 @@ test_that("simple lmerSLMA tesing (mis)use of arguments", {
 # Shutdown
 #
 
-context("ds.lmerSLMA::arg::shutdown")
+# context("ds.lmerSLMA::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "offset", "offset.to.use", "weights", "weights.to.use"))
@@ -62,4 +63,4 @@ disconnect.studies.dataset.cluster.int()
 # Done
 #
 
-context("ds.lmerSLMA::arg::done")
+# context("ds.lmerSLMA::arg::done")
diff --git a/tests/testthat/test-arg-ds.log.R b/tests/testthat/test-arg-ds.log.R
index d2510c08..b51cdf7d 100644
--- a/tests/testthat/test-arg-ds.log.R
+++ b/tests/testthat/test-arg-ds.log.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.log::arg::test errors")
+# context("ds.log::arg::test errors")
 test_that("log_erros", {
     expect_error(ds.log(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.look.R b/tests/testthat/test-arg-ds.look.R
index f1d7e695..705660be 100644
--- a/tests/testthat/test-arg-ds.look.R
+++ b/tests/testthat/test-arg-ds.look.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.look::arg::test errors")
+# context("ds.look::arg::test errors")
 test_that("look_erros", {
     expect_error(expect_warning(ds.look(checks=TRUE), "'ds.look' is deprecated.", fixed = TRUE), "<toAggregate> missing, please give an expression/function in inverted commas\n", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.ls.R b/tests/testthat/test-arg-ds.ls.R
index f4405ee7..bf24b112 100644
--- a/tests/testthat/test-arg-ds.ls.R
+++ b/tests/testthat/test-arg-ds.ls.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ls::arg::setup")
+# context("ds.ls::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ls::arg")
+# context("ds.ls::arg")
 test_that("containing escape sequence", {
     res1 <- ds.ls(search.filter="_:A:_Environment")
 
@@ -46,7 +47,7 @@ test_that("containing escape sequence", {
 # Shutdown
 #
 
-context("ds.ls::arg::shutdown")
+# context("ds.ls::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -58,4 +59,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.ls::arg::done")
+# context("ds.ls::arg::done")
diff --git a/tests/testthat/test-arg-ds.make.R b/tests/testthat/test-arg-ds.make.R
index d4a4a6e0..170b6f11 100644
--- a/tests/testthat/test-arg-ds.make.R
+++ b/tests/testthat/test-arg-ds.make.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.make::arg::test errors")
+# context("ds.make::arg::test errors")
 test_that("make_erros", {
     expect_error(ds.make(), "Please give the name of object to assign or an expression to evaluate and assign.!\n", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.matrix.R b/tests/testthat/test-arg-ds.matrix.R
index 2201a4f4..c6cf9089 100644
--- a/tests/testthat/test-arg-ds.matrix.R
+++ b/tests/testthat/test-arg-ds.matrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrix::arg::test errors")
+# context("ds.matrix::arg::test errors")
 test_that("matrix_erros", {
     res <- ds.matrix(mdata=NULL)
 
diff --git a/tests/testthat/test-arg-ds.matrixDet.R b/tests/testthat/test-arg-ds.matrixDet.R
index 37d633fa..c598d81b 100644
--- a/tests/testthat/test-arg-ds.matrixDet.R
+++ b/tests/testthat/test-arg-ds.matrixDet.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDet::arg::test errors")
+# context("ds.matrixDet::arg::test errors")
 test_that("matrixDet_erros", {
     res <- ds.matrixDet()
 
diff --git a/tests/testthat/test-arg-ds.matrixDet.report.R b/tests/testthat/test-arg-ds.matrixDet.report.R
index 6bb0bc6c..d76b9239 100644
--- a/tests/testthat/test-arg-ds.matrixDet.report.R
+++ b/tests/testthat/test-arg-ds.matrixDet.report.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDet.report::arg::test errors")
+# context("ds.matrixDet.report::arg::test errors")
 
 test_that("ds.matixDet.report erros", {
     res <- ds.matrixDet.report(M1=NULL)
diff --git a/tests/testthat/test-arg-ds.matrixDiag.R b/tests/testthat/test-arg-ds.matrixDiag.R
index e022d23c..0dc152ff 100644
--- a/tests/testthat/test-arg-ds.matrixDiag.R
+++ b/tests/testthat/test-arg-ds.matrixDiag.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDiag::arg::test errors")
+# context("ds.matrixDiag::arg::test errors")
 test_that("matrixDiag_erros", {
     res <- ds.matrixDiag()
 
diff --git a/tests/testthat/test-arg-ds.matrixDimnames.R b/tests/testthat/test-arg-ds.matrixDimnames.R
index 02a1f33b..c6da0934 100644
--- a/tests/testthat/test-arg-ds.matrixDimnames.R
+++ b/tests/testthat/test-arg-ds.matrixDimnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDimnames::arg::test errors")
+# context("ds.matrixDimnames::arg::test errors")
 test_that("matrixDimnames_erros", {
     res <- ds.matrixDimnames()
 
diff --git a/tests/testthat/test-arg-ds.matrixInvert.R b/tests/testthat/test-arg-ds.matrixInvert.R
index 3718d6d0..dfed18dd 100644
--- a/tests/testthat/test-arg-ds.matrixInvert.R
+++ b/tests/testthat/test-arg-ds.matrixInvert.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixInvert::arg::test errors")
+# context("ds.matrixInvert::arg::test errors")
 test_that("matrixInvert_erros", {
     res <- ds.matrixInvert()
 
diff --git a/tests/testthat/test-arg-ds.matrixMult.R b/tests/testthat/test-arg-ds.matrixMult.R
index 1ab87349..95564e0d 100644
--- a/tests/testthat/test-arg-ds.matrixMult.R
+++ b/tests/testthat/test-arg-ds.matrixMult.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixMult::arg::test errors")
+# context("ds.matrixMult::arg::test errors")
 test_that("matrixMult_erros", {
     res <- ds.matrixMult()
 
diff --git a/tests/testthat/test-arg-ds.matrixTranspose.R b/tests/testthat/test-arg-ds.matrixTranspose.R
index ff94f60f..d78c6904 100644
--- a/tests/testthat/test-arg-ds.matrixTranspose.R
+++ b/tests/testthat/test-arg-ds.matrixTranspose.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixTranspose::arg::test errors")
+# context("ds.matrixTranspose::arg::test errors")
 test_that("matrixTranspose_erros", {
     res <- ds.matrixTranspose()
 
diff --git a/tests/testthat/test-arg-ds.mean.R b/tests/testthat/test-arg-ds.mean.R
index b28fdcbd..96ef958b 100644
--- a/tests/testthat/test-arg-ds.mean.R
+++ b/tests/testthat/test-arg-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.mean::arg::test errors")
+# context("ds.mean::arg::test errors")
 test_that("mean_erros", {
     ds.asCharacter(x='D$LAB_TSC', newobj="not_a_numeric")
 
diff --git a/tests/testthat/test-arg-ds.meanByClass.R b/tests/testthat/test-arg-ds.meanByClass.R
index b829e05b..c4de0a22 100644
--- a/tests/testthat/test-arg-ds.meanByClass.R
+++ b/tests/testthat/test-arg-ds.meanByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","GENDER","DIS_DIAB","PM_B
 # Tests
 #
 
-context("ds.meanByClass::arg::test errors")
+# context("ds.meanByClass::arg::test errors")
 test_that("meanByClass_erros", {
     ds.asCharacter(x='D$GENDER', newobj="not_a_numeric")
     ds.asCharacter(x='D$GENDER', newobj="not_a_factor")
diff --git a/tests/testthat/test-arg-ds.meanSdGp.R b/tests/testthat/test-arg-ds.meanSdGp.R
index bacc7241..bac7b2c4 100644
--- a/tests/testthat/test-arg-ds.meanSdGp.R
+++ b/tests/testthat/test-arg-ds.meanSdGp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.meanSdGp::arg::test errors")
+# context("ds.meanSdGp::arg::test errors")
 test_that("meanSdGp_erros", {
     expect_error(ds.meanSdGp(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.merge.R b/tests/testthat/test-arg-ds.merge.R
index 5f6ccf38..4bb0bb8b 100644
--- a/tests/testthat/test-arg-ds.merge.R
+++ b/tests/testthat/test-arg-ds.merge.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.merge::arg::test errors")
+# context("ds.merge::arg::test errors")
 test_that("merge_erros", {
     expect_error(ds.merge(), "Please provide the name (eg 'name1') of first dataframe to be merged (called x) ", fixed=TRUE)
     expect_error(ds.merge(x.name="A"), "Please provide the name (eg 'name2') of second dataframe to be merged (called y) ", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.message.R b/tests/testthat/test-arg-ds.message.R
index 960e9811..ea55ca13 100644
--- a/tests/testthat/test-arg-ds.message.R
+++ b/tests/testthat/test-arg-ds.message.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.message::arg")
+# context("ds.message::arg")
 test_that("request message for NULL", {
     expect_error(expect_warning(ds.message(NULL), "'ds.message' is deprecated.", fixed = TRUE), "Please provide the name of the studyside list object that holds the message\n in character format ie: 'object.name' in inverted commas", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.metadata.R b/tests/testthat/test-arg-ds.metadata.R
index 6c05ee0a..b31209f9 100644
--- a/tests/testthat/test-arg-ds.metadata.R
+++ b/tests/testthat/test-arg-ds.metadata.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.metadata::arg::setup")
+# context("ds.metadata::arg::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.metadata::arg")
+# context("ds.metadata::arg")
 test_that("missing variable", {
     expect_error(ds.metadata(x='E'), "The input object E is not defined in sim1, sim2, sim3!", fixed = TRUE)
 })
@@ -41,7 +42,7 @@ test_that("missing column", {
 # Tear down
 #
 
-context("ds.metadata::arg::shutdown")
+# context("ds.metadata::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -49,4 +50,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.metadata::arg::done")
+# context("ds.metadata::arg::done")
diff --git a/tests/testthat/test-arg-ds.mice.R b/tests/testthat/test-arg-ds.mice.R
index 4c2c21d3..a90c9c16 100644
--- a/tests/testthat/test-arg-ds.mice.R
+++ b/tests/testthat/test-arg-ds.mice.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.mice::arg::test errors")
+# context("ds.mice::arg::test errors")
 test_that("mice_errors", {
     expect_error(ds.mice(), "Please provide the name of the dataframe or matrix that contains the incomplete data!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.names.R b/tests/testthat/test-arg-ds.names.R
index 1c7fb10a..f8c04910 100644
--- a/tests/testthat/test-arg-ds.names.R
+++ b/tests/testthat/test-arg-ds.names.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.names::arg::test errors")
+# context("ds.names::arg::test errors")
 test_that("simple ds.names errors", {
     expect_error(ds.names(), "Please provide the name of the input list!", fixed=TRUE)
 
diff --git a/tests/testthat/test-arg-ds.ns.R b/tests/testthat/test-arg-ds.ns.R
index b63c944a..56fb58f5 100644
--- a/tests/testthat/test-arg-ds.ns.R
+++ b/tests/testthat/test-arg-ds.ns.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ns::arg::setup")
+# context("ds.ns::arg::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ns::arg::test errors")
+# context("ds.ns::arg::test errors")
 test_that("ns_errors", {
     expect_error(ds.ns(), "argument \"x\" is missing, with no default", fixed=TRUE)
     expect_error(ds.qlspline(x=NULL), "Please provide the name of the input variable x!", fixed=TRUE)
@@ -34,7 +35,7 @@ test_that("ns_errors", {
 # Done
 #
 
-context("ds.ns::arg::shutdown")
+# context("ds.ns::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -42,4 +43,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ns::arg::done")
+# context("ds.ns::arg::done")
diff --git a/tests/testthat/test-arg-ds.numNA.R b/tests/testthat/test-arg-ds.numNA.R
index 62d1af6d..be436303 100644
--- a/tests/testthat/test-arg-ds.numNA.R
+++ b/tests/testthat/test-arg-ds.numNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.numNA::arg::test errors")
+# context("ds.numNA::arg::test errors")
 test_that("simple ds.numNA errors", {
     expect_error(ds.numNA(), "Please provide the name of a vector!")
 })
diff --git a/tests/testthat/test-arg-ds.qlspline.R b/tests/testthat/test-arg-ds.qlspline.R
index 697b2898..c7ff7650 100644
--- a/tests/testthat/test-arg-ds.qlspline.R
+++ b/tests/testthat/test-arg-ds.qlspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.qlspline::arg::setup")
+# context("ds.qlspline::arg::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.qlspline::arg::test errors")
+# context("ds.qlspline::arg::test errors")
 test_that("qlspline_errors", {
     expect_error(ds.qlspline(), "argument \"x\" is missing, with no default", fixed=TRUE)
     expect_error(ds.qlspline(x=NULL), "Please provide the name of the input variable x!", fixed=TRUE)
@@ -36,7 +37,7 @@ test_that("qlspline_errors", {
 # Done
 #
 
-context("ds.qlspline::arg::shutdown")
+# context("ds.qlspline::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,4 +45,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.qlspline::arg::done")
+# context("ds.qlspline::arg::done")
diff --git a/tests/testthat/test-arg-ds.quantileMean.R b/tests/testthat/test-arg-ds.quantileMean.R
index 2f94db2c..4d158762 100644
--- a/tests/testthat/test-arg-ds.quantileMean.R
+++ b/tests/testthat/test-arg-ds.quantileMean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list('LAB_HDL'))
 # Tests
 #
 
-context("ds.quantileMean::arg::test errors")
+# context("ds.quantileMean::arg::test errors")
 ds.asCharacter(x='D$LAB_HDL', newobj="not_a_numeric")
 test_that("quantileMean_erros", {
     expect_error(ds.quantileMean(), "Please provide the name of the input vector!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rBinom.R b/tests/testthat/test-arg-ds.rBinom.R
index e031196a..8d4100bd 100644
--- a/tests/testthat/test-arg-ds.rBinom.R
+++ b/tests/testthat/test-arg-ds.rBinom.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rBinom::arg::test errors")
+# context("ds.rBinom::arg::test errors")
 test_that("rBinom_erros", {
     error.message <- ds.rBinom(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.rNorm.R b/tests/testthat/test-arg-ds.rNorm.R
index 0f3cb82c..d4ec8075 100644
--- a/tests/testthat/test-arg-ds.rNorm.R
+++ b/tests/testthat/test-arg-ds.rNorm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rNorm::arg::test errors")
+# context("ds.rNorm::arg::test errors")
 test_that("rNorm_erros", {
     error.message <- ds.rNorm(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.rPois.R b/tests/testthat/test-arg-ds.rPois.R
index 047064f9..707ca381 100644
--- a/tests/testthat/test-arg-ds.rPois.R
+++ b/tests/testthat/test-arg-ds.rPois.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rPois::arg::test errors")
+# context("ds.rPois::arg::test errors")
 test_that("rPois_erros", {
     error.message <- ds.rPois(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.rUnif.R b/tests/testthat/test-arg-ds.rUnif.R
index bfe839e6..be046e8e 100644
--- a/tests/testthat/test-arg-ds.rUnif.R
+++ b/tests/testthat/test-arg-ds.rUnif.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rUnif::arg::test errors")
+# context("ds.rUnif::arg::test errors")
 test_that("rUnif_erros", {
     error.message <- ds.rUnif(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.ranksSecure.R b/tests/testthat/test-arg-ds.ranksSecure.R
index 18778cca..fc6b99e1 100644
--- a/tests/testthat/test-arg-ds.ranksSecure.R
+++ b/tests/testthat/test-arg-ds.ranksSecure.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ranksSecure::arg::setup")
+# context("ds.ranksSecure::arg::setup")
 
 connect.all.datasets()
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ranksSecure::arg::missing variable")
+# context("ds.ranksSecure::arg::missing variable")
 test_that("missing variable", {
     expect_error(ds.ranksSecure("LAB_MISSING"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -36,7 +37,7 @@ test_that("missing variable", {
     expect_match(res.errors$study3, "* object 'LAB_MISSING' not found")
 })
 
-context("ds.ranksSecure::arg::NULL variable")
+# context("ds.ranksSecure::arg::NULL variable")
 test_that("NULL variable", {
     DSI::datashield.assign.expr(conns = ds.test_env$connections, symbol = "LAB_NULL", expr = "NULL")
 
@@ -57,7 +58,7 @@ test_that("NULL variable", {
     expect_match(res.errors$study3, "* Error in stats::complete.cases\\(input.var\\) : \n  no input has determined the number of cases")
 })
 
-context("ds.ranksSecure::arg::'text' variable")
+# context("ds.ranksSecure::arg::'text' variable")
 test_that("'text' variable", {
     expect_error(ds.ranksSecure("D$CHARACTER"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -69,12 +70,12 @@ test_that("'text' variable", {
     expect_match(res.errors$study3, "* Error in \\(1 - h\\) \\* qs\\[i\\] : non-numeric argument to binary operator")
 })
 
-context("ds.ranksSecure::arg::'logical' variable")
+# context("ds.ranksSecure::arg::'logical' variable")
 test_that("'logical' variable", {
     expect_error(ds.ranksSecure("D$LOGICAL"), "FAILED: one of the extreme quantile estimates is NA probably because of a cluster of values at one end of the range of possible values. Try setting a narrower range of quantile values via the <quantiles.for.estimation> argument", fixed = TRUE)
 })
 
-context("ds.ranksSecure::arg::'integer factor' variable")
+# context("ds.ranksSecure::arg::'integer factor' variable")
 test_that("'integer factor' variable", {
     expect_error(expect_warning(ds.ranksSecure("D$INTEGER_FACTOR"), "no non-missing arguments to max; returning -Inf", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -90,7 +91,7 @@ test_that("'integer factor' variable", {
 # Done
 #
 
-context("ds.ranksSecure::arg::shutdown")
+# context("ds.ranksSecure::arg::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "LAB_NULL", "input.mean.sd.df", "min.max.df", "summary.ranks.df", "testvar.ranks"))
@@ -98,4 +99,4 @@ test_that("setup", {
 
 disconnect.all.datasets()
 
-context("ds.ranksSecure::arg::done")
+# context("ds.ranksSecure::arg::done")
diff --git a/tests/testthat/test-arg-ds.rbind.R b/tests/testthat/test-arg-ds.rbind.R
index e25b36a1..3a4ed9f2 100644
--- a/tests/testthat/test-arg-ds.rbind.R
+++ b/tests/testthat/test-arg-ds.rbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rbind::arg::test errors")
+# context("ds.rbind::arg::test errors")
 test_that("rbind_erros", {
     expect_error(ds.rbind(), "Please provide a vector of character strings holding the name of the input elements!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.reShape.R b/tests/testthat/test-arg-ds.reShape.R
index f38f9ab7..ed8e8102 100644
--- a/tests/testthat/test-arg-ds.reShape.R
+++ b/tests/testthat/test-arg-ds.reShape.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.reShape::arg::test errors")
+# context("ds.reShape::arg::test errors")
 test_that("reShape_erros", {
     expect_error(ds.reShape(), "Please provide the name of the list that holds the input vectors!", fixed=TRUE)
     expect_error(ds.reShape(data.name="test", sep=TRUE), "'sep' must be a character string", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.recodeLevels.R b/tests/testthat/test-arg-ds.recodeLevels.R
index 597b6e9c..88b4b36e 100644
--- a/tests/testthat/test-arg-ds.recodeLevels.R
+++ b/tests/testthat/test-arg-ds.recodeLevels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("PM_BMI_CATEGORICAL", "LAB_TSC"))
 # Tests
 #
 
-context("ds.recodeLevels::arg::test errors")
+# context("ds.recodeLevels::arg::test errors")
 test_that("recodeLevels_erros", {
     expect_error(expect_warning(ds.recodeLevels(), "'ds.recodeLevels' is deprecated.", fixed = TRUE), " End of process!", fixed=TRUE)
     expect_error(expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL'), "'ds.recodeLevels' is deprecated.", fixed = TRUE), " End of process!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.recodeValues.R b/tests/testthat/test-arg-ds.recodeValues.R
index a5b747dc..74a2da50 100644
--- a/tests/testthat/test-arg-ds.recodeValues.R
+++ b/tests/testthat/test-arg-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.recodeValues::arg::test errors")
+# context("ds.recodeValues::arg::test errors")
 test_that("recodeValues_erros", {
     expect_error(ds.recodeValues(), "Please provide the name of the variable to be recoded: eg 'xxx'", fixed=TRUE)
     expect_error(ds.recodeValues('D$LAB_TSC'), "Please provide a vector in the 'values2replace.vector' argument specifying\n         the values to be replaced eg c(1,7)", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rep.R b/tests/testthat/test-arg-ds.rep.R
index 0ac3a0df..f9c2ec6b 100644
--- a/tests/testthat/test-arg-ds.rep.R
+++ b/tests/testthat/test-arg-ds.rep.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::arg::setup")
+# context("ds.rep::arg::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 # Tests
 #
 
-context("ds.rep::arg::test errors")
+# context("ds.rep::arg::test errors")
 
 test_that("ds.rep erros", {
     res <- ds.rep()
@@ -32,8 +33,8 @@ test_that("ds.rep erros", {
 # Done
 #
 
-context("ds.rep::arg::shutdown")
+# context("ds.rep::arg::shutdown")
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::arg::done")
+# context("ds.rep::arg::done")
diff --git a/tests/testthat/test-arg-ds.replaceNA.R b/tests/testthat/test-arg-ds.replaceNA.R
index b768a93f..acd8c7b7 100644
--- a/tests/testthat/test-arg-ds.replaceNA.R
+++ b/tests/testthat/test-arg-ds.replaceNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.replaceNA::arg::test errors")
+# context("ds.replaceNA::arg::test errors")
 test_that("simple ds.replaceNA errors", {
     expect_error(ds.replaceNA(), "Please provide the name of a vector!", fixed=TRUE)
     expect_error(ds.replaceNA(x="D$LAB_TSC"), "Please provide a list of replacement values!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rm.R b/tests/testthat/test-arg-ds.rm.R
index ee4f5e3f..bb674bca 100644
--- a/tests/testthat/test-arg-ds.rm.R
+++ b/tests/testthat/test-arg-ds.rm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 # Tests
 #
 
-context("ds.rm::arg::test errors")
+# context("ds.rm::arg::test errors")
 
 test_that("ds.rm erros", {
     expect_error(ds.rm(), "Please provide the names of the objects to be deleted (eg 'object.name') as the x.names argument", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rowColCalc.R b/tests/testthat/test-arg-ds.rowColCalc.R
index 9fc14230..76b8604b 100644
--- a/tests/testthat/test-arg-ds.rowColCalc.R
+++ b/tests/testthat/test-arg-ds.rowColCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 # Tests
 #
 
-context("ds.rowColCalc::arg::test errors")
+# context("ds.rowColCalc::arg::test errors")
 test_that("rowColCalc_errors", {
     expect_error(ds.rowColCalc(), "Please provide the name of a data.frame or matrix!", fixed=TRUE)
     expect_error(ds.rowColCalc(x='D', newobj="rsum_hdl_tsc"), "'operation' = NULL. Please set it to 'rowSums', 'colSums', 'rowMeans' or 'colMeans'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.sample.R b/tests/testthat/test-arg-ds.sample.R
index 0d14e79f..f84f4c3e 100644
--- a/tests/testthat/test-arg-ds.sample.R
+++ b/tests/testthat/test-arg-ds.sample.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::arg::setup")
+# context("ds.sample::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.sample::arg::test errors")
+# context("ds.sample::arg::test errors")
 test_that("cov_erros", {
     res1 <- ds.sample()
     expect_equal(res1, 'Error: x must denote a character string naming the serverside object to be sampled or an integer N denoting permute 1:N', fixed=TRUE)
@@ -34,7 +35,7 @@ test_that("cov_erros", {
 # Shutdown
 #
 
-context("ds.sample::arg::shutdown")
+# context("ds.sample::arg::shutdown")
 
 disconnect.studies.dataset.cnsim()
 
@@ -42,4 +43,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.sample::arg::done")
+# context("ds.sample::arg::done")
diff --git a/tests/testthat/test-arg-ds.seq.R b/tests/testthat/test-arg-ds.seq.R
index 7ba77b7b..3d047e7e 100644
--- a/tests/testthat/test-arg-ds.seq.R
+++ b/tests/testthat/test-arg-ds.seq.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.seq::arg::test errors")
+# context("ds.seq::arg::test errors")
 test_that("seq_erros", {
     expect_error(ds.seq(FROM.value.char="Test"), "object 'Test' not found", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.setSeed.R b/tests/testthat/test-arg-ds.setSeed.R
index 44127581..1bf41b5c 100644
--- a/tests/testthat/test-arg-ds.setSeed.R
+++ b/tests/testthat/test-arg-ds.setSeed.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.setSeed::arg::test errors")
+# context("ds.setSeed::arg::test errors")
 test_that("setSeed_erros", {
     res <- ds.setSeed(seed.as.integer="Test")
 
diff --git a/tests/testthat/test-arg-ds.skewness.R b/tests/testthat/test-arg-ds.skewness.R
index cc1751a6..6a9440cc 100644
--- a/tests/testthat/test-arg-ds.skewness.R
+++ b/tests/testthat/test-arg-ds.skewness.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.skewness::arg::setup")
+# context("ds.skewness::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.skewness::arg::test errors")
+# context("ds.skewness::arg::test errors")
 test_that("skewness_erros", {
     expect_error(ds.skewness(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.skewness(x='D$LAB_TSC', type='datashield'), "Function argument \"type\" has to be either \"both\", \"combine\" or \"split\"", fixed=TRUE)
@@ -36,7 +37,7 @@ test_that("skewness_erros", {
 # Done
 #
 
-context("ds.skewness::arg::shutdown")
+# context("ds.skewness::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,4 +45,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.skewness::arg::done")
+# context("ds.skewness::arg::done")
diff --git a/tests/testthat/test-arg-ds.subset.R b/tests/testthat/test-arg-ds.subset.R
index a314d490..65a96c81 100644
--- a/tests/testthat/test-arg-ds.subset.R
+++ b/tests/testthat/test-arg-ds.subset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("DIS_DIAB","PM_BMI_CONTINUOUS","LAB_HDL", "GE
 # Tests
 #
 
-context("ds.subset::arg::test errors")
+# context("ds.subset::arg::test errors")
 test_that("subset_erros", {
     expect_error(expect_warning(ds.subset(), "'ds.subset' is deprecated.", fixed = TRUE), "Please provide the name of the object to subset from!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.subsetByClass.R b/tests/testthat/test-arg-ds.subsetByClass.R
index 5aca7abf..9645b195 100644
--- a/tests/testthat/test-arg-ds.subsetByClass.R
+++ b/tests/testthat/test-arg-ds.subsetByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.subsetByClass::arg::test errors")
+# context("ds.subsetByClass::arg::test errors")
 test_that("subsetByClass_erros", {
     expect_error(expect_warning(ds.subsetByClass(), "'ds.subsetByClass' is deprecated.", fixed = TRUE), "Please provide the name of the input data frame or factor!", fixed=TRUE)
     expect_error(expect_warning(ds.subsetByClass(x='D$LAB_TSC'), "'ds.subsetByClass' is deprecated.", fixed = TRUE), "The object to subset from must be a 'data.frame' or a 'factor'.", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.summary.R b/tests/testthat/test-arg-ds.summary.R
index 5a2aa982..e3d38656 100644
--- a/tests/testthat/test-arg-ds.summary.R
+++ b/tests/testthat/test-arg-ds.summary.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.summary::arg::test errors")
+# context("ds.summary::arg::test errors")
 test_that("summary_erros", {
     expect_error(ds.summary(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.table.R b/tests/testthat/test-arg-ds.table.R
index b18ff949..094cf97c 100644
--- a/tests/testthat/test-arg-ds.table.R
+++ b/tests/testthat/test-arg-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,14 +19,14 @@ connect.studies.dataset.cnsim(list("DIS_CVA", "DIS_AMI", "LAB_TSC", "LAB_HDL"))
 # Tests
 #
 
-context("ds.table::arg::test rvar has value")
+# context("ds.table::arg::test rvar has value")
 test_that("table rvar has value", {
     res <- ds.table()
     
     expect_equal(res, "Error: rvar must have a value which is a character string naming the row variable for the table", fixed=TRUE)
 })
 
-context("ds.table::arg::test rvar is not a variable")
+# context("ds.table::arg::test rvar is not a variable")
 test_that("table rvar is not a variable", {
     expect_error(ds.table(rvar="D$NOT_VARIABLE"), "The input object D$NOT_VARIABLE is not defined in sim1, sim2, sim3!", fixed = TRUE)
 
@@ -34,14 +35,14 @@ test_that("table rvar is not a variable", {
     expect_length(res.errors, 0)
 })
 
-context("ds.table::arg::test cvar has value")
+# context("ds.table::arg::test cvar has value")
 test_that("table cvar has value", {
   res <- ds.table(rvar="D$LAB_TSC", cvar=30)
   
   expect_equal(res, "Error: if cvar is not null, it must have a value which is a character string naming the column variable for the table", fixed=TRUE)
 })
 
-context("ds.table::arg::test cvar is not a variable")
+# context("ds.table::arg::test cvar is not a variable")
 test_that("table cvar is not a variable", {
     expect_error(ds.table(rvar="D$DIS_CVA", cvar="D$NOT_VARIABLE"), "The input object D$NOT_VARIABLE is not defined in sim1, sim2, sim3!", fixed = TRUE)
 
@@ -50,14 +51,14 @@ test_that("table cvar is not a variable", {
     expect_length(res.errors, 0)
 })
 
-context("ds.table::arg::test stvar has value")
+# context("ds.table::arg::test stvar has value")
 test_that("table stvar has value", {
   res <- ds.table(rvar="D$LAB_TSC", cvar=NULL, stvar=25)
   
   expect_equal(res, "Error: if stvar is not null, it must have a value which is a character string naming the variable coding separate tables for the table", fixed=TRUE)
 })
 
-context("ds.table::arg::test stvar is not a variable")
+# context("ds.table::arg::test stvar is not a variable")
 test_that("table stvar is not a variable", {
     expect_error(ds.table(rvar="D$DIS_CVA", cvar="D$DIS_AMI", stvar="D$NOT_VARIABLE"), "The input object D$NOT_VARIABLE is not defined in sim1, sim2, sim3!", fixed = TRUE)
 
@@ -66,12 +67,12 @@ test_that("table stvar is not a variable", {
     expect_length(res.errors, 0)
 })
 
-context("ds.table::arg::test stvar has CORRECT value")
+# context("ds.table::arg::test stvar has CORRECT value")
 test_that("table useNA has value", {
   expect_error(ds.table(rvar="D$LAB_TSC", cvar=NULL, stvar=NULL, useNA = c("BEN")), "useNA must be either 'no' or 'always'.", fixed = TRUE)
 })
 
-context("ds.table::arg::test force.nfilter has value")
+# context("ds.table::arg::test force.nfilter has value")
 test_that("table force.nfilter has value", {
   expect_error(ds.table(rvar="D$LAB_TSC", cvar=NULL, stvar=NULL, useNA = c("ifany"), force.nfilter =30), "useNA must be either 'no' or 'always'.", fixed = TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.table1D.R b/tests/testthat/test-arg-ds.table1D.R
index b0bf5e6d..56c17dd4 100644
--- a/tests/testthat/test-arg-ds.table1D.R
+++ b/tests/testthat/test-arg-ds.table1D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("DIS_CVA","GENDER"))
 # Tests
 #
 
-context("ds.table1D::arg::test errors")
+# context("ds.table1D::arg::test errors")
 test_that("table1D_erros", {
     expect_error(expect_warning(ds.table1D(), "'ds.table1D' is deprecated.", fixed = TRUE), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(expect_warning(ds.table1D(x='D$GENDER', type="datashield"), "'ds.table1D' is deprecated.", fixed = TRUE), "Function argument 'type' has to be either 'combine' or 'split'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.table2D.R b/tests/testthat/test-arg-ds.table2D.R
index 35fa39db..e7b0623e 100644
--- a/tests/testthat/test-arg-ds.table2D.R
+++ b/tests/testthat/test-arg-ds.table2D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.table2D::arg::test errors")
+# context("ds.table2D::arg::test errors")
 test_that("table2D_erros", {
     expect_error(expect_warning(ds.table2D(), "'ds.table2D' is deprecated.", fixed = TRUE), "Please provide the name of the x vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.tapply.R b/tests/testthat/test-arg-ds.tapply.R
index 243de56e..5ac42edf 100644
--- a/tests/testthat/test-arg-ds.tapply.R
+++ b/tests/testthat/test-arg-ds.tapply.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 # Tests
 #
 
-context("ds.tapply::arg::test errors")
+# context("ds.tapply::arg::test errors")
 test_that("tapply_erros", {
     res1 <- ds.tapply()
 
diff --git a/tests/testthat/test-arg-ds.tapply.assign.R b/tests/testthat/test-arg-ds.tapply.assign.R
index 787628d1..14ea8389 100644
--- a/tests/testthat/test-arg-ds.tapply.assign.R
+++ b/tests/testthat/test-arg-ds.tapply.assign.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 # Tests
 #
 
-context("ds.tapply.assign::arg::test errors")
+# context("ds.tapply.assign::arg::test errors")
 test_that("tapply_erros", {
     res1 <- ds.tapply.assign()
 
diff --git a/tests/testthat/test-arg-ds.testObjExists.R b/tests/testthat/test-arg-ds.testObjExists.R
index c2f65781..bf01cc77 100644
--- a/tests/testthat/test-arg-ds.testObjExists.R
+++ b/tests/testthat/test-arg-ds.testObjExists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.testObjExists::arg::test errors")
+# context("ds.testObjExists::arg::test errors")
 test_that("testObjExists_erros", {
     res <- ds.testObjExists()
 
diff --git a/tests/testthat/test-arg-ds.unList.R b/tests/testthat/test-arg-ds.unList.R
index bddb5e06..2d3aa487 100644
--- a/tests/testthat/test-arg-ds.unList.R
+++ b/tests/testthat/test-arg-ds.unList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.unList::arg::test errors")
+# context("ds.unList::arg::test errors")
 test_that("unList_erros", {
     expect_error(ds.unList(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.unique.R b/tests/testthat/test-arg-ds.unique.R
index bd619015..a0e112a5 100644
--- a/tests/testthat/test-arg-ds.unique.R
+++ b/tests/testthat/test-arg-ds.unique.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,12 +19,12 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.unique::arg::no arguments")
+# context("ds.unique::arg::no arguments")
 test_that("simple ds.unique no arguments", {
     expect_error(ds.unique(), "x.name=NULL. Please provide the names of the objects to de-duplicated!", fixed = TRUE)
 })
 
-context("ds.unique::arg::NULL arguments")
+# context("ds.unique::arg::NULL arguments")
 test_that("simple ds.unique NULL arguments", {
     expect_error(ds.unique(NULL), "x.name=NULL. Please provide the names of the objects to de-duplicated!", fixed = TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.var.R b/tests/testthat/test-arg-ds.var.R
index 71c2d89e..8ececd0d 100644
--- a/tests/testthat/test-arg-ds.var.R
+++ b/tests/testthat/test-arg-ds.var.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.var::arg::test errors")
+# context("ds.var::arg::test errors")
 test_that("var_erros", {
     ds.asCharacter(x='D$LAB_TSC', newobj="not_a_numeric")
 
diff --git a/tests/testthat/test-arg-ds.vectorCalc.R b/tests/testthat/test-arg-ds.vectorCalc.R
index 7a572365..4c331b86 100644
--- a/tests/testthat/test-arg-ds.vectorCalc.R
+++ b/tests/testthat/test-arg-ds.vectorCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.survival(list("survtime"))
 # Tests
 #
 
-context("ds.vectorCalc::arg::test errors")
+# context("ds.vectorCalc::arg::test errors")
 
 test_that("ds.vectorCalc erros", {
     expect_error(expect_warning(ds.vectorCalc(), "'ds.vectorCalc' is deprecated.\nUse 'ds.make' instead.", fixed = TRUE), "x=NULL. Please provide the names of the objects to combine!", fixed=TRUE)
diff --git a/tests/testthat/test-datachk-ANTHRO.R b/tests/testthat/test-datachk-ANTHRO.R
index 2789755f..41a53637 100644
--- a/tests/testthat/test-datachk-ANTHRO.R
+++ b/tests/testthat/test-datachk-ANTHRO.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ANTHRO::datachk::setup")
+# context("ANTHRO::datachk::setup")
 
 connect.studies.dataset.anthro(list('age', 'sex', 'weight', 'height', 'muac'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ANTHRO::datachk")
+# context("ANTHRO::datachk")
 test_that("Check ANTHRO dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -159,7 +160,7 @@ test_that("Check ANTHRO dataset", {
 # Tear down
 #
 
-context("ANTHRO::datachk::shutdown")
+# context("ANTHRO::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -171,4 +172,4 @@ disconnect.studies.dataset.anthro()
 # Done
 #
 
-context("ANTHRO::datachk::done")
+# context("ANTHRO::datachk::done")
diff --git a/tests/testthat/test-datachk-CLUSTER_INT.R b/tests/testthat/test-datachk-CLUSTER_INT.R
index 8fc7deff..d86eddd1 100644
--- a/tests/testthat/test-datachk-CLUSTER_INT.R
+++ b/tests/testthat/test-datachk-CLUSTER_INT.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("CLUSTER_INT::datachk::setup")
+# context("CLUSTER_INT::datachk::setup")
 
 connect.studies.dataset.cluster.int(list("idSurgery", "trtGrp", "intSurgery", "nDoctors", "idDoctor", "intDoctor", "nPatients", "Male", "age", "BMI", "diabetes", "incid_rate", "private"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("CLUSTER_INT::datachk")
+# context("CLUSTER_INT::datachk")
 test_that("Check CLUSTER INT dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -319,7 +320,7 @@ test_that("Check CLUSTER INT dataset", {
 # Tear down
 #
 
-context("CLUSTER_INT::datachk::shutdown")
+# context("CLUSTER_INT::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -327,4 +328,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cluster.int()
 
-context("CLUSTER_INT::datachk::done")
+# context("CLUSTER_INT::datachk::done")
diff --git a/tests/testthat/test-datachk-CLUSTER_SLO.R b/tests/testthat/test-datachk-CLUSTER_SLO.R
index 3c61c9cb..842a5d40 100644
--- a/tests/testthat/test-datachk-CLUSTER_SLO.R
+++ b/tests/testthat/test-datachk-CLUSTER_SLO.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("CLUSTER_SLO::datachk::setup")
+# context("CLUSTER_SLO::datachk::setup")
 
 connect.studies.dataset.cluster.slo(list("idSurgery", "trtGrp", "intSurgery", "nDoctors", "idDoctor", "intDoctor", "sloDoctor", "nPatients", "Male", "age", "BMI", "private", "diabetes", "incid_rate"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("CLUSTER_SLO::datachk")
+# context("CLUSTER_SLO::datachk")
 test_that("Check CLUSTER SLO dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -319,7 +320,7 @@ test_that("Check CLUSTER SLO dataset", {
 # Tear down
 #
 
-context("CLUSTER_SLO::datachk::shutdown")
+# context("CLUSTER_SLO::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -327,4 +328,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cluster.slo()
 
-context("CLUSTER_SLO::datachk::done")
+# context("CLUSTER_SLO::datachk::done")
diff --git a/tests/testthat/test-datachk-CNSIM.R b/tests/testthat/test-datachk-CNSIM.R
index 7296f51b..afdfc821 100644
--- a/tests/testthat/test-datachk-CNSIM.R
+++ b/tests/testthat/test-datachk-CNSIM.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("CNSIM::datachk::setup")
+# context("CNSIM::datachk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("CNSIM::datachk")
+# context("CNSIM::datachk")
 test_that("Check CNSIM dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -378,7 +379,7 @@ test_that("Check CNSIM dataset", {
 # Tear down
 #
 
-context("CNSIM::datachk::shutdown")
+# context("CNSIM::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -386,4 +387,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("CNSIM::datachk::done")
+# context("CNSIM::datachk::done")
diff --git a/tests/testthat/test-datachk-DISCORDANT.R b/tests/testthat/test-datachk-DISCORDANT.R
index bb6c06a2..5254897b 100644
--- a/tests/testthat/test-datachk-DISCORDANT.R
+++ b/tests/testthat/test-datachk-DISCORDANT.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("DISCORDANT::datachk::setup")
+# context("DISCORDANT::datachk::setup")
 
 connect.discordant.dataset.simple(list('A', 'B', 'C'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("DISCORDANT::datachk")
+# context("DISCORDANT::datachk")
 test_that("Check DISCORDANT dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -123,7 +124,7 @@ test_that("Check DISCORDANT dataset", {
 # Tear down
 #
 
-context("DISCORDANT::datachk::shutdown")
+# context("DISCORDANT::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -135,4 +136,4 @@ disconnect.discordant.dataset.simple()
 # Done
 #
 
-context("DISCORDANT::datachk::done")
+# context("DISCORDANT::datachk::done")
diff --git a/tests/testthat/test-datachk-DNSIM.R b/tests/testthat/test-datachk-DNSIM.R
index 73421dba..f3a9e75c 100644
--- a/tests/testthat/test-datachk-DNSIM.R
+++ b/tests/testthat/test-datachk-DNSIM.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("DASIM::datachk::setup")
+# context("DASIM::datachk::setup")
 
 connect.studies.dataset.dasim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_FASTING', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("DASIM::datachk")
+# context("DASIM::datachk")
 test_that("Check DASIM dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -259,7 +260,7 @@ test_that("Check DASIM dataset", {
 # Tear down
 #
 
-context("DASIM::datachk::shutdown")
+# context("DASIM::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -267,4 +268,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.dasim()
 
-context("DASIM::datachk::done")
+# context("DASIM::datachk::done")
diff --git a/tests/testthat/test-datachk-FACTOR_LEVELS.R b/tests/testthat/test-datachk-FACTOR_LEVELS.R
index d1db51fe..927e1cab 100644
--- a/tests/testthat/test-datachk-FACTOR_LEVELS.R
+++ b/tests/testthat/test-datachk-FACTOR_LEVELS.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("FACTOR_LEVELS::datachk::setup")
+# context("FACTOR_LEVELS::datachk::setup")
 
 connect.testing.dataset.factor_levels()
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("FACTOR_LEVELS::datachk")
+# context("FACTOR_LEVELS::datachk")
 test_that("Check FACTOR_LEVELS dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -259,7 +260,7 @@ test_that("Check FACTOR_LEVELS dataset", {
 # Tear down
 #
 
-context("FACTOR_LEVELS::datachk::shutdown")
+# context("FACTOR_LEVELS::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -267,4 +268,4 @@ test_that("shutdown", {
 
 disconnect.testing.dataset.factor_levels()
 
-context("FACTOR_LEVELS::datachk::done")
+# context("FACTOR_LEVELS::datachk::done")
diff --git a/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R b/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R
index bc8c12bc..0d28eff5 100644
--- a/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R
+++ b/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk::setup")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk::setup")
 
 connect.studies.dataset.survival(list('id', 'study.id', 'time.id', 'starttime', 'endtime', 'survtime', 'cens', 'age.60', 'female', 'noise.56', 'pm10.16', 'bmi.26'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk")
 test_that("Check SURVIVAL_EXPAND_WITH_MISSING dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -279,7 +280,7 @@ test_that("Check SURVIVAL_EXPAND_WITH_MISSING dataset", {
 # Tear down
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk::shutdown")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -291,4 +292,4 @@ disconnect.studies.dataset.survival()
 # Done
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk::done")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk::done")
diff --git a/tests/testthat/test-datachk-TESTING.R b/tests/testthat/test-datachk-TESTING.R
index 5cc2332d..f89d4364 100644
--- a/tests/testthat/test-datachk-TESTING.R
+++ b/tests/testthat/test-datachk-TESTING.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("TESTING::datachk::setup")
+# context("TESTING::datachk::setup")
 
 connect.all.datasets()
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("TESTING::datachk")
+# context("TESTING::datachk")
 test_that("Check TESTING dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -419,7 +420,7 @@ test_that("Check TESTING dataset", {
 # Tear down
 #
 
-context("TESTING::datachk::shutdown")
+# context("TESTING::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -427,4 +428,4 @@ test_that("shutdown", {
 
 disconnect.all.datasets()
 
-context("TESTING::datachk::done")
+# context("TESTING::datachk::done")
diff --git a/tests/testthat/test-disc-ds.cor.R b/tests/testthat/test-disc-ds.cor.R
index eb61ada6..88da21bb 100644
--- a/tests/testthat/test-disc-ds.cor.R
+++ b/tests/testthat/test-disc-ds.cor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cor::disc::setup")
+# context("ds.cor::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cor::disc")
+# context("ds.cor::disc")
 test_that("simple D3 setup", {
     ds.dataFrameSubset('D',V1.name = 'D$GENDER', V2.name = '0', Boolean.operator = '==', newobj='D1')
     ds.dataFrameSubset('D1',V1.name = 'D1$LAB_TSC', V2.name = '3.5', Boolean.operator = '<', newobj='D2')
@@ -107,7 +108,7 @@ test_that("simple disc test, naAction='pairwise.complete', type='combine'", {
 # Done
 #
 
-context("ds.cor::disc::shutdown")
+# context("ds.cor::disc::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "D1", "D2", "D3"))
@@ -115,4 +116,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.cor::disc::done")
+# context("ds.cor::disc::done")
diff --git a/tests/testthat/test-disc-ds.cov.R b/tests/testthat/test-disc-ds.cov.R
index 751d54bf..2807a7b1 100644
--- a/tests/testthat/test-disc-ds.cov.R
+++ b/tests/testthat/test-disc-ds.cov.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cov::disc::setup")
+# context("ds.cov::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cov::disc")
+# context("ds.cov::disc")
 test_that("simple D3 setup", {
     ds.dataFrameSubset('D',V1.name = 'D$GENDER', V2.name = '0', Boolean.operator = '==', newobj='D1')
     ds.dataFrameSubset('D1',V1.name = 'D1$LAB_TSC', V2.name = '3.5', Boolean.operator = '<', newobj='D2')
@@ -106,7 +107,7 @@ test_that("simple disc test, naAction='pairwise.complete', type='combine'", {
 # Done
 #
 
-context("ds.cov::disc::shutdown")
+# context("ds.cov::disc::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "D1", "D2", "D3"))
@@ -114,4 +115,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cov::disc::done")
+# context("ds.cov::disc::done")
diff --git a/tests/testthat/test-disc-ds.levels.R b/tests/testthat/test-disc-ds.levels.R
index 6f00f119..95d0c60b 100644
--- a/tests/testthat/test-disc-ds.levels.R
+++ b/tests/testthat/test-disc-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.levels::disc::setup")
+# context("ds.levels::disc::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.levels::disc")
+# context("ds.levels::disc")
 test_that("simple levels", {
 #    res <- ds.levels("D$GENDER")
     
@@ -51,7 +52,7 @@ test_that("simple levels", {
 # Done
 #
 
-context("ds.levels::disc::shutdown")
+# context("ds.levels::disc::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.levels::disc::done")
+# context("ds.levels::disc::done")
diff --git a/tests/testthat/test-disc-ds.mean.R b/tests/testthat/test-disc-ds.mean.R
index f1b690c9..cb8311d7 100644
--- a/tests/testthat/test-disc-ds.mean.R
+++ b/tests/testthat/test-disc-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.mean::disc::type=both")
+# context("ds.mean::disc::type=both")
 test_that("mean values [both]", {
 #    myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")
 #    ds.dataFrame(x=myvectors, newobj="unsubset_df")
diff --git a/tests/testthat/test-disc-ds.meanByClass.R b/tests/testthat/test-disc-ds.meanByClass.R
index 2b6147f8..b1e7cedb 100644
--- a/tests/testthat/test-disc-ds.meanByClass.R
+++ b/tests/testthat/test-disc-ds.meanByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.meanByClass::disc::setup")
+# context("ds.meanByClass::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","GENDER","DIS_DIAB","PM_BMI_CATEGORICAL"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","GENDER","DIS_DIAB","PM_B
 # Tests
 #
 
-context("ds.meanByClass::disc::test errors")
+# context("ds.meanByClass::disc::test errors")
 test_that("meanByClass_erros", {
 #    expect_error(ds.meanByClass(x='D', outvar='LAB_HDL', covar='GENDER', type='split'), 'Failed to get levels from study: FAILED: Result less than nfilter.subset', fixed=TRUE)
 })
@@ -29,7 +30,7 @@ test_that("meanByClass_erros", {
 # Tear down
 #
 
-context("ds.meanByClass::disc::teardown")
+# context("ds.meanByClass::disc::teardown")
 
 disconnect.studies.dataset.cnsim()
 
@@ -37,4 +38,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.meanByClass::disc::done")
+# context("ds.meanByClass::disc::done")
diff --git a/tests/testthat/test-disc-ds.sample.R b/tests/testthat/test-disc-ds.sample.R
index 08cc01c7..ce74288a 100644
--- a/tests/testthat/test-disc-ds.sample.R
+++ b/tests/testthat/test-disc-ds.sample.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::disc::setup")
+# context("ds.sample::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.sample::disc::test disclosure")
+# context("ds.sample::disc::test disclosure")
 test_that("cov_erros", {
     expect_error(ds.sample(x="This_line_is_very_very_very_very_very_very_long", size=1234, newobj="obj1"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     res1.errors <- DSI::datashield.errors()
@@ -64,7 +65,7 @@ test_that("cov_erros", {
 # Shutdown
 #
 
-context("ds.sample::disc::shutdown")
+# context("ds.sample::disc::shutdown")
 
 disconnect.studies.dataset.cnsim()
 
@@ -72,4 +73,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.sample::disc::done")
+# context("ds.sample::disc::done")
diff --git a/tests/testthat/test-disc-ds.table.R b/tests/testthat/test-disc-ds.table.R
index f8211694..b51a75f9 100644
--- a/tests/testthat/test-disc-ds.table.R
+++ b/tests/testthat/test-disc-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up - Phase 1
 #
 
-context("ds.table::disc::setup::phase 1")
+# context("ds.table::disc::setup::phase 1")
 
 connect.all.datasets()
 
@@ -25,7 +26,7 @@ test_that("setup", {
 # Tests - Phase 1
 #
 
-context("ds.table::disc::tests::phase 1::table.assign=FALSE")
+# context("ds.table::disc::tests::phase 1::table.assign=FALSE")
 test_that("table disclosure table.assign=FALSE", {
   ds.asFactor(input.var.name="D$FACTOR_CHARACTER", newobj.name="factorCharacter")
   ds.asFactor(input.var.name="D$FACTOR_INTEGER", newobj.name="factorInteger")
@@ -43,7 +44,7 @@ test_that("table disclosure table.assign=FALSE", {
   expect_equal(table.res$validity.message[4], "Study3: No errors reported from this study", fixed = TRUE)
 })
 
-context("ds.table::disc::tests::phase 1::table.assign=TRUE")
+# context("ds.table::disc::tests::phase 1::table.assign=TRUE")
 test_that("table disclosure table.assign=TRUE", {
   ds.asFactor(input.var.name="D$FACTOR_CHARACTER", newobj.name="factorCharacter")
   ds.asFactor(input.var.name="D$FACTOR_INTEGER", newobj.name="factorInteger")
@@ -55,7 +56,7 @@ test_that("table disclosure table.assign=TRUE", {
   expect_length(table.res, 0)
 })
 
-context("ds.table::disc::test rvar is big numeric")
+# context("ds.table::disc::test rvar is big numeric")
 test_that("table rvar is big numeric", {
     expect_error(ds.table(rvar="D$NUMERIC"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -71,7 +72,7 @@ test_that("table rvar is big numeric", {
 # Shutdown - Phase 1
 #
 
-context("ds.table::disc::shutdown::phase 1")
+# context("ds.table::disc::shutdown::phase 1")
 
 test_that("setup", {
   ds_expect_variables(c("D", "factorCharacter", "factorInteger", "tablesource", "new_table2"))
@@ -83,7 +84,7 @@ disconnect.all.datasets()
 # Set up - Phase 2
 #
 
-context("ds.table::disc::setup::phase 2")
+# context("ds.table::disc::setup::phase 2")
 
 connect.studies.dataset.cnsim(list("GENDER", "DIS_AMI"))
 
@@ -95,7 +96,7 @@ test_that("setup", {
 # Tests - Phase 2
 #
 
-context("ds.table::disc::tests::phase 2::table.assign=FALSE")
+# context("ds.table::disc::tests::phase 2::table.assign=FALSE")
 test_that("table disclosure, table.assign=FALSE", {
   table.res <- ds.table(rvar='D$GENDER', cvar="D$DIS_AMI", table.assign=FALSE, newobj="new_table3")
   
@@ -108,7 +109,7 @@ test_that("table disclosure, table.assign=FALSE", {
   expect_equal(table.res$error.message$sim3, "Failed: at least one cell has a non-zero count less than nfilter.tab i.e. 3", fixed = TRUE)
 })
 
-context("ds.table::disc::tests::phase 2::table.assign=TRUE")
+# context("ds.table::disc::tests::phase 2::table.assign=TRUE")
 test_that("table disclosure, table.assign=TRUE", {
   table.res <- ds.table(rvar='D$GENDER', cvar="D$DIS_AMI", table.assign=TRUE, newobj="new_table4")
   
@@ -119,7 +120,7 @@ test_that("table disclosure, table.assign=TRUE", {
 # Shutdown - Phase 2
 #
 
-context("ds.table::disc::shutdown::phase 2")
+# context("ds.table::disc::shutdown::phase 2")
 
 test_that("setup", {
   ds_expect_variables(c("D", "new_table4"))
@@ -131,4 +132,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.table::disc::done")
+# context("ds.table::disc::done")
diff --git a/tests/testthat/test-disc-ds.var.R b/tests/testthat/test-disc-ds.var.R
index 08a445b9..39d6a506 100644
--- a/tests/testthat/test-disc-ds.var.R
+++ b/tests/testthat/test-disc-ds.var.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.var::disc::type=both")
+# context("ds.var::disc::type=both")
 test_that("var values [both]", {
 #    myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")
 #    ds.dataFrame(x=myvectors, newobj="unsubset_df")
diff --git a/tests/testthat/test-discctrl-ds.Boole.R b/tests/testthat/test-discctrl-ds.Boole.R
index 80a5dc3d..29591402 100644
--- a/tests/testthat/test-discctrl-ds.Boole.R
+++ b/tests/testthat/test-discctrl-ds.Boole.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.Boole::discctrl::setup")
+# context("ds.Boole::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.Boole::discctrl")
+# context("ds.Boole::discctrl")
 test_that("simple rep", {
     expect_error(ds.Boole("D$LAB_TSC", "D$LAB_TRIG", "=="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -43,7 +43,7 @@ test_that("simple rep", {
 # Done
 #
 
-context("ds.Boole::discctrl::shutdown")
+# context("ds.Boole::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.Boole::discctrl::done")
+# context("ds.Boole::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.c.R b/tests/testthat/test-discctrl-ds.c.R
index da4a0caa..e4bfb577 100644
--- a/tests/testthat/test-discctrl-ds.c.R
+++ b/tests/testthat/test-discctrl-ds.c.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.c::discctrl::setup")
+# context("ds.c::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.c::discctrl")
+# context("ds.c::discctrl")
 test_that("simple c", {
     expect_error(ds.c("D$GENDER"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.c::discctrl::shutdown")
+# context("ds.c::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.c::discctrl::done")
+# context("ds.c::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.cbind.R b/tests/testthat/test-discctrl-ds.cbind.R
index a829185e..b1b3b79c 100644
--- a/tests/testthat/test-discctrl-ds.cbind.R
+++ b/tests/testthat/test-discctrl-ds.cbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cbind::discctrl::setup")
+# context("ds.cbind::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.cbind::discctrl")
+# context("ds.cbind::discctrl")
 test_that("simple c", {
     expect_error(ds.cbind(x="D", DataSHIELD.checks=TRUE, datasources = ds.test_env$connections[1]), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -38,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.cbind::discctrl::shutdown")
+# context("ds.cbind::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -46,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.cbind::discctrl::done")
+# context("ds.cbind::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dataFrame.R b/tests/testthat/test-discctrl-ds.dataFrame.R
index fe153c0e..fedde156 100644
--- a/tests/testthat/test-discctrl-ds.dataFrame.R
+++ b/tests/testthat/test-discctrl-ds.dataFrame.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrame::discctrl::setup")
+# context("ds.dataFrame::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dataFrame::discctrl")
+# context("ds.dataFrame::discctrl")
 test_that("simple c", {
     ds.assign('D$LAB_TSC', 'LAB_TSC')
     ds.assign('D$LAB_HDL', 'LAB_HDL')
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.dataFrame::discctrl::shutdown")
+# context("ds.dataFrame::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TSC", "LAB_HDL"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrame::discctrl::done")
+# context("ds.dataFrame::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dataFrameSort.R b/tests/testthat/test-discctrl-ds.dataFrameSort.R
index 027c5d8e..e85a55bd 100644
--- a/tests/testthat/test-discctrl-ds.dataFrameSort.R
+++ b/tests/testthat/test-discctrl-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSort::discctrl::setup")
+# context("ds.dataFrameSort::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dataFrameSort::discctrl")
+# context("ds.dataFrameSort::discctrl")
 test_that("simple c", {
     expect_error(ds.dataFrameSort(df.name="D", sort.key.name="PM_BMI_CATEGORICAL", newobj="sorted_df"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.dataFrameSort::discctrl::shutdown")
+# context("ds.dataFrameSort::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameSort::discctrl::done")
+# context("ds.dataFrameSort::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dataFrameSubset.R b/tests/testthat/test-discctrl-ds.dataFrameSubset.R
index c43d0c80..155313cb 100644
--- a/tests/testthat/test-discctrl-ds.dataFrameSubset.R
+++ b/tests/testthat/test-discctrl-ds.dataFrameSubset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::discctrl::setup")
+# context("ds.dataFrameSubset::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dataFrameSubset::discctrl")
+# context("ds.dataFrameSubset::discctrl")
 test_that("simple c", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="D$LAB_TSC", V2.name="D$LAB_HDL", Boolean.operator="!=", newobj="subset_df"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.dataFrameSubset::discctrl::shutdown")
+# context("ds.dataFrameSubset::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameSubset::discctrl::done")
+# context("ds.dataFrameSubset::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dmtC2S.R b/tests/testthat/test-discctrl-ds.dmtC2S.R
index fb2099a7..95af08e9 100644
--- a/tests/testthat/test-discctrl-ds.dmtC2S.R
+++ b/tests/testthat/test-discctrl-ds.dmtC2S.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dmtC2S::discctrl::setup")
+# context("ds.dmtC2S::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dmtC2S::discctrl")
+# context("ds.dmtC2S::discctrl")
 test_that("simple dmtC2S", {
     a <- data.frame(c(1, 2))
     b <- data.frame(c(2, 3))
@@ -46,7 +47,7 @@ test_that("simple dmtC2S", {
 # Done
 #
 
-context("ds.dmtC2S::discctrl::shutdown")
+# context("ds.dmtC2S::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -54,4 +55,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dmtC2S::discctrl::done")
+# context("ds.dmtC2S::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.levels.R b/tests/testthat/test-discctrl-ds.levels.R
index 05325f54..5690859f 100644
--- a/tests/testthat/test-discctrl-ds.levels.R
+++ b/tests/testthat/test-discctrl-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.levels::discctrl::setup")
+# context("ds.levels::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.levels::discctrl")
+# context("ds.levels::discctrl")
 test_that("simple levels", {
     expect_error(ds.levels("D$GENDER"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple levels", {
 # Done
 #
 
-context("ds.levels::discctrl::shutdown")
+# context("ds.levels::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.levels::discctrl::done")
+# context("ds.levels::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.ns.R b/tests/testthat/test-discctrl-ds.ns.R
index c7c4a43d..8f57c17d 100644
--- a/tests/testthat/test-discctrl-ds.ns.R
+++ b/tests/testthat/test-discctrl-ds.ns.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.ns::discctrl::setup")
+# context("ds.ns::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.ns::discctrl")
+# context("ds.ns::discctrl")
 test_that("ns", {
     expect_error(ds.ns(x="D$PM_BMI_CONTINUOUS", knots=c(8,9,10,12,25,35), newobj="nsDS", datasources=ds.test_env$connections), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -43,7 +43,7 @@ test_that("ns", {
 # Done
 #
 
-context("ds.ns::discctrl::shutdown")
+# context("ds.ns::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ns::discctrl::done")
+# context("ds.ns::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rBinom.R b/tests/testthat/test-discctrl-ds.rBinom.R
index 19e2318a..f8bc70d7 100644
--- a/tests/testthat/test-discctrl-ds.rBinom.R
+++ b/tests/testthat/test-discctrl-ds.rBinom.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rBinom::discctrl::setup")
+# context("ds.rBinom::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rBinom::discctrl")
+# context("ds.rBinom::discctrl")
 test_that("simple c", {
     expect_error(ds.rBinom(samp.size = 50, size = 50, prob = 0.25, newobj = "binom_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rBinom::discctrl::shutdown")
+# context("ds.rBinom::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rBinom::discctrl::done")
+# context("ds.rBinom::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rNorm.R b/tests/testthat/test-discctrl-ds.rNorm.R
index 997e3fad..153d84e0 100644
--- a/tests/testthat/test-discctrl-ds.rNorm.R
+++ b/tests/testthat/test-discctrl-ds.rNorm.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rNorm::discctrl::setup")
+# context("ds.rNorm::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rNorm::discctrl")
+# context("ds.rNorm::discctrl")
 test_that("simple c", {
     expect_error(ds.rNorm(samp.size = 50, mean = 10, sd = 5, newobj = "norm_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rNorm::discctrl::shutdown")
+# context("ds.rNorm::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rNorm::discctrl::done")
+# context("ds.rNorm::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rPois.R b/tests/testthat/test-discctrl-ds.rPois.R
index 58b0667a..b0176ced 100644
--- a/tests/testthat/test-discctrl-ds.rPois.R
+++ b/tests/testthat/test-discctrl-ds.rPois.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rPois::discctrl::setup")
+# context("ds.rPois::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rPois::discctrl")
+# context("ds.rPois::discctrl")
 test_that("simple c", {
     expect_error(ds.rPois(samp.size = 50, lambda = 1, newobj = "pois_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rPois::discctrl::shutdown")
+# context("ds.rPois::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rPois::discctrl::done")
+# context("ds.rPois::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rUnif.R b/tests/testthat/test-discctrl-ds.rUnif.R
index f2fd5e47..7327f366 100644
--- a/tests/testthat/test-discctrl-ds.rUnif.R
+++ b/tests/testthat/test-discctrl-ds.rUnif.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rUnif::discctrl::setup")
+# context("ds.rUnif::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rUnif::discctrl")
+# context("ds.rUnif::discctrl")
 test_that("simple c", {
     expect_error(ds.rUnif(samp.size = 50, min = 0, max = 1, newobj = "unif_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rUnif::discctrl::shutdown")
+# context("ds.rUnif::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rUnif::discctrl::done")
+# context("ds.rUnif::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rbind.R b/tests/testthat/test-discctrl-ds.rbind.R
index 28d3c030..b8036207 100644
--- a/tests/testthat/test-discctrl-ds.rbind.R
+++ b/tests/testthat/test-discctrl-ds.rbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rbind::discctrl::setup")
+# context("ds.rbind::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rbind::discctrl")
+# context("ds.rbind::discctrl")
 test_that("simple c", {
     expect_error(ds.rbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), newobj="rbind_newobj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rbind::discctrl::shutdown")
+# context("ds.rbind::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rbind::discctrl::done")
+# context("ds.rbind::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.reShape.R b/tests/testthat/test-discctrl-ds.reShape.R
index 65f68eb6..ec759b69 100644
--- a/tests/testthat/test-discctrl-ds.reShape.R
+++ b/tests/testthat/test-discctrl-ds.reShape.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.reShape::discctrl::setup")
+# context("ds.reShape::discctrl::setup")
 
 connect.studies.dataset.survival(list("id", "study.id", "time.id", "cens", "age.60", "female"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.reShape::discctrl")
+# context("ds.reShape::discctrl")
 test_that("simple reShape", {
     expect_error(ds.reShape(data.name="D", v.names="age.60", timevar.name="time.id", idvar.name="id", direction="wide", newobj="reshape1_obj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple reShape", {
 # Done
 #
 
-context("ds.reShape::discctrl::shutdown")
+# context("ds.reShape::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.reShape::discctrl::done")
+# context("ds.reShape::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.recodeLevels.R b/tests/testthat/test-discctrl-ds.recodeLevels.R
index 9f4ab0ca..39551aa1 100644
--- a/tests/testthat/test-discctrl-ds.recodeLevels.R
+++ b/tests/testthat/test-discctrl-ds.recodeLevels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeLevels::discctrl::setup")
+# context("ds.recodeLevels::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.recodeLevels::discctrl")
+# context("ds.recodeLevels::discctrl")
 test_that("simple recodeLevels", {
     expect_error(expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=c('normal', 'overweight', 'obesity'), newobj='bmi_new'), "", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -42,7 +43,7 @@ test_that("simple recodeLevels", {
 # Done
 #
 
-context("ds.recodeLevels::discctrl::shutdown")
+# context("ds.recodeLevels::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeLevels::discctrl::done")
+# context("ds.recodeLevels::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.recodeValues.R b/tests/testthat/test-discctrl-ds.recodeValues.R
index 71580510..1bd6aa93 100644
--- a/tests/testthat/test-discctrl-ds.recodeValues.R
+++ b/tests/testthat/test-discctrl-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::discctrl::setup")
+# context("ds.rep::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rep::discctrl")
+# context("ds.rep::discctrl")
 test_that("simple recodeValues", {
     expect_error(ds.recodeValues("D$survtime", values2replace.vector=c(0,1), new.values.vector=c(-10,10), newobj="recodevalues_newobj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple recodeValues", {
 # Done
 #
 
-context("ds.rep::discctrl::shutdown")
+# context("ds.rep::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::discctrl::done")
+# context("ds.rep::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rep.R b/tests/testthat/test-discctrl-ds.rep.R
index feeb56c9..4828cc8e 100644
--- a/tests/testthat/test-discctrl-ds.rep.R
+++ b/tests/testthat/test-discctrl-ds.rep.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::discctrl::setup")
+# context("ds.rep::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rep::discctrl")
+# context("ds.rep::discctrl")
 test_that("simple rep", {
     expect_error(ds.rep("D$survtime"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple rep", {
 # Done
 #
 
-context("ds.rep::discctrl::shutdown")
+# context("ds.rep::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::discctrl::done")
+# context("ds.rep::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.sample.R b/tests/testthat/test-discctrl-ds.sample.R
index 0991669f..863112a4 100644
--- a/tests/testthat/test-discctrl-ds.sample.R
+++ b/tests/testthat/test-discctrl-ds.sample.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::discctrl::setup")
+# context("ds.sample::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.sample::discctrl")
+# context("ds.sample::discctrl")
 test_that("simple c", {
     expect_error(ds.sample(x="D", size=20, seed.as.integer=27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.sample::discctrl::shutdown")
+# context("ds.sample::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.sample::discctrl::done")
+# context("ds.sample::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.seq.R b/tests/testthat/test-discctrl-ds.seq.R
index 5045b06a..a74ba73a 100644
--- a/tests/testthat/test-discctrl-ds.seq.R
+++ b/tests/testthat/test-discctrl-ds.seq.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.seq::discctrl::setup")
+# context("ds.seq::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.seq::discctrl")
+# context("ds.seq::discctrl")
 test_that("simple rep", {
     expect_error(ds.seq(FROM.value.char="1", BY.value.char="1", LENGTH.OUT.value.char="10", ALONG.WITH.name=NULL, newobj="obj1"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple rep", {
 # Done
 #
 
-context("ds.seq::discctrl::shutdown")
+# context("ds.seq::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.seq::discctrl::done")
+# context("ds.seq::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.setSeed.R b/tests/testthat/test-discctrl-ds.setSeed.R
index 351859c2..f32371b6 100644
--- a/tests/testthat/test-discctrl-ds.setSeed.R
+++ b/tests/testthat/test-discctrl-ds.setSeed.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.setSeed::discctrl::setup")
+# context("ds.setSeed::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.setSeed::discctrl")
+# context("ds.setSeed::discctrl")
 test_that("simple c", {
     expect_error(ds.setSeed(4321), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -43,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.setSeed::discctrl::shutdown")
+# context("ds.setSeed::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.setSeed::discctrl::done")
+# context("ds.setSeed::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.subset.R b/tests/testthat/test-discctrl-ds.subset.R
index 6b99c7c8..6da2146d 100644
--- a/tests/testthat/test-discctrl-ds.subset.R
+++ b/tests/testthat/test-discctrl-ds.subset.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.subset::discctrl::setup")
+# context("ds.subset::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("DIS_DIAB","PM_BMI_CONTINUOUS","LAB_HDL", "GENDER"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.subset::discctrl")
+# context("ds.subset::discctrl")
 test_that("simple subset", {
     expect_error(expect_warning(ds.subset(datasources=ds.test_env$connections, subset='subD', x='D', rows=c(1:50), cols=c(1,2)), "", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple subset", {
 # Done
 #
 
-context("ds.subset::discctrl::shutdown")
+# context("ds.subset::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.subset::discctrl::done")
+# context("ds.subset::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.subsetByClass.R b/tests/testthat/test-discctrl-ds.subsetByClass.R
index 414efb4d..a767cd54 100644
--- a/tests/testthat/test-discctrl-ds.subsetByClass.R
+++ b/tests/testthat/test-discctrl-ds.subsetByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.subsetByClass::discctrl::setup")
+# context("ds.subsetByClass::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.subsetByClass::discctrl")
+# context("ds.subsetByClass::discctrl")
 test_that("simple subsetByClass", {
     expect_error(expect_warning(ds.subsetByClass(x='D', subsets='subclasses1'), "", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple subsetByClass", {
 # Done
 #
 
-context("ds.subsetByClass::discctrl::shutdown")
+# context("ds.subsetByClass::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.subsetByClass::discctrl::done")
+# context("ds.subsetByClass::discctrl::done")
diff --git a/tests/testthat/test-expt-ds.dataFrame.R b/tests/testthat/test-expt-ds.dataFrame.R
index 0ec01ef2..3660038c 100644
--- a/tests/testthat/test-expt-ds.dataFrame.R
+++ b/tests/testthat/test-expt-ds.dataFrame.R
@@ -1,9 +1,20 @@
-context('ds.dataFrame::expt::setup')
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+# context('ds.dataFrame::expt::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.data.frame.R')
 
-context('ds.dataFrame::expt::one_column::single')
+# context('ds.dataFrame::expt::one_column::single')
 test_that('numeric data',
 {
   connect.dataset.2()
@@ -17,7 +28,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$NEGATIVE_INTEGER'),'integer_7_df')
 })
 
-context('ds.dataFrame::expt::several_columns::single')
+# context('ds.dataFrame::expt::several_columns::single')
 test_that('numeric data',
 {
   connect.dataset.2()
@@ -25,7 +36,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$INTEGER','D$NON_NEGATIVE_INTEGER','D$POSITIVE_INTEGER','D$NEGATIVE_INTEGER'),'integer_9_df')
 })
 
-context('ds.dataFrame::expt::one_column::multiple')
+# context('ds.dataFrame::expt::one_column::multiple')
 test_that('numeric data',
 {
   connect.all.datasets()
@@ -39,7 +50,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$NEGATIVE_INTEGER'),'integer_16_df')
 })
 
-context('ds.dataFrame::expt::several_columns::single')
+# context('ds.dataFrame::expt::several_columns::single')
 test_that('numeric data',
 {
   connect.all.datasets()
@@ -47,7 +58,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$INTEGER','D$NON_NEGATIVE_INTEGER','D$POSITIVE_INTEGER','D$NEGATIVE_INTEGER'),'integer_17_df')
 })
 
-context('ds.dataFrame::expt::one_column_from_objects::single')
+# context('ds.dataFrame::expt::one_column_from_objects::single')
 test_that('numeric data',
 {
   connect.dataset.2()
@@ -61,7 +72,7 @@ test_that('numeric data',
   .test.data.frame.from.objects('D$NEGATIVE_INTEGER','numeric_created','numeric_27_df')
 })
 
-context('ds.dataFrame::expt::object::multiple')
+# context('ds.dataFrame::expt::object::multiple')
 test_that('numeric data',
 {
   connect.all.datasets()
@@ -75,14 +86,14 @@ test_that('numeric data',
   .test.data.frame.from.objects('D$NEGATIVE_INTEGER','numeric_created','numeric_35_df')
 })
 
-context('ds.dataFrame::expt::several_objects::multiple')
+# context('ds.dataFrame::expt::several_objects::multiple')
 test_that('several objects',
 {
   connect.all.datasets()
   .test.data.frame.from.different.objects('multiple_df')
 })
 
-context('ds.dataFrame::expt::non_numeric::multiple')
+# context('ds.dataFrame::expt::non_numeric::multiple')
 test_that("non_numeric",
 {
   connect.all.datasets()
@@ -93,7 +104,7 @@ test_that("non_numeric",
   .test.data.frame.from.objects('D$LOGICAL','boolean_created' ,'boolean_df')
 })
 
-context('ds.dataFrame::expt::non_numeric::multiple')
+# context('ds.dataFrame::expt::non_numeric::multiple')
 {
   connect.dataset.2()
   .test.data.frame.creation(c('D$CHARACTER'),'character_df')
@@ -103,6 +114,6 @@ context('ds.dataFrame::expt::non_numeric::multiple')
   .test.data.frame.from.objects('D$LOGICAL','boolean_created' ,'boolean_df')
 }
 
-context('ds.dataFrame::expt::shutdown')
+# context('ds.dataFrame::expt::shutdown')
 
-context('ds.dataFrame::expt::done')
+# context('ds.dataFrame::expt::done')
diff --git a/tests/testthat/test-expt-ds.glmerSLMA.R b/tests/testthat/test-expt-ds.glmerSLMA.R
index 0ce25e86..8c6fe40b 100644
--- a/tests/testthat/test-expt-ds.glmerSLMA.R
+++ b/tests/testthat/test-expt-ds.glmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmerSLMA::expt::setup")
+# context("ds.glmerSLMA::expt::setup")
 #source("connection_to_datasets/init_all_datasets.R")
 connect.studies.dataset.cluster.int(list('idChild','idSurgery','trtGrp','s0','nDoctors',
                                          'idDoctor','c0','nPatients','Male','age','BMI',
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmerSLMA::expt::int::multiple")
+# context("ds.glmerSLMA::expt::int::multiple")
 test_that("linear mixed model with 2 levels of hierarchy",
           {
 
@@ -76,7 +77,7 @@ test_that("linear mixed model with 2 levels of hierarchy",
 # Shutdown
 #
 
-context("ds.lmerSLMA::expt::shutdown")
+# context("ds.lmerSLMA::expt::shutdown")
 
 disconnect.studies.dataset.cluster.int()
 
@@ -84,4 +85,4 @@ disconnect.studies.dataset.cluster.int()
 # Done
 #
 
-context("ds.lmerSLMA::expt::done")
+# context("ds.lmerSLMA::expt::done")
diff --git a/tests/testthat/test-expt-ds.lmerSLMA.R b/tests/testthat/test-expt-ds.lmerSLMA.R
index 271381c6..703a589d 100644
--- a/tests/testthat/test-expt-ds.lmerSLMA.R
+++ b/tests/testthat/test-expt-ds.lmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.lmerSLMA::expt::setup")
+# context("ds.lmerSLMA::expt::setup")
 #source("connection_to_datasets/init_all_datasets.R")
 connect.studies.dataset.cluster.int(list('idChild','idSurgery','trtGrp','s0','nDoctors',
                                          'idDoctor','c0','nPatients','Male','age','BMI',
@@ -27,7 +28,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::expt::int::multiple")
+# context("ds.lmerSLMA::expt::int::multiple")
 test_that("linear mixed model with 2 levels of hierarchy",
           {
 
@@ -79,4 +80,4 @@ test_that("linear mixed model with 2 levels of hierarchy",
 
 disconnect.studies.dataset.cluster.int()
 
-context("ds.lmerSLMA::expt::done")
+# context("ds.lmerSLMA::expt::done")
diff --git a/tests/testthat/test-expt-ds.mean.R b/tests/testthat/test-expt-ds.mean.R
index 8c6d6b44..782a4acb 100644
--- a/tests/testthat/test-expt-ds.mean.R
+++ b/tests/testthat/test-expt-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -14,7 +15,7 @@ source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.mean.R")
 
 
-context("ds.mean::expt::combine::multiple")
+# context("ds.mean::expt::combine::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
@@ -29,7 +30,7 @@ test_that("combined data set",
   .test.mean.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.mean::expt::split::multiple")
+# context("ds.mean::expt::split::multiple")
 test_that("split data set",
 {
   connect.all.datasets()
@@ -44,7 +45,7 @@ test_that("split data set",
   .test.mean.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'])
 })
 
-context("ds.mean::expt::single")
+# context("ds.mean::expt::single")
 test_that("combined data set",
 {
   connect.dataset.1()
@@ -58,7 +59,7 @@ test_that("combined data set",
   .test.mean.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.mean::expt::large_values::single")
+# context("ds.mean::expt::large_values::single")
 test_that("combined data set",
 {
   connect.dataset.1()
@@ -72,7 +73,7 @@ test_that("combined data set",
   .test.mean.large('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.mean::expt::large_values::multiple")
+# context("ds.mean::expt::large_values::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt-ds.reshape.R b/tests/testthat/test-expt-ds.reshape.R
index 853d31af..4e8f243b 100644
--- a/tests/testthat/test-expt-ds.reshape.R
+++ b/tests/testthat/test-expt-ds.reshape.R
@@ -1,9 +1,20 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.reshape.R")
 source("definition_tests/def-assign-stats.R")
 
 
-context("ds.reShape::expt::multiple")
+# context("ds.reShape::expt::multiple")
 test_that("copy and transform", 
 {
    init.testing.datasets()
diff --git a/tests/testthat/test-expt-ds.skewness.R b/tests/testthat/test-expt-ds.skewness.R
index d43bdce8..268ac3a1 100644
--- a/tests/testthat/test-expt-ds.skewness.R
+++ b/tests/testthat/test-expt-ds.skewness.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.skewness.R")
 
-context("ds.skewness::expt::combine::multiple")
+# context("ds.skewness::expt::combine::multiple")
 
 test_that("combined data set",
           {
@@ -28,7 +29,7 @@ test_that("combined data set",
             .test.skewness.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC'], method = 1) 
           })
 
-context("ds.skewness::expt::split::multiple")
+# context("ds.skewness::expt::split::multiple")
 test_that("split data set",
           {
             connect.all.datasets()
@@ -42,7 +43,7 @@ test_that("split data set",
             .test.skewness.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'], method = 2)
           })
 
-context("ds.skewness::expt::single")
+# context("ds.skewness::expt::single")
 test_that("combined data set",
           {
             connect.dataset.1()
diff --git a/tests/testthat/test-expt-ds.var.R b/tests/testthat/test-expt-ds.var.R
index e8a19fd4..e4764f32 100644
--- a/tests/testthat/test-expt-ds.var.R
+++ b/tests/testthat/test-expt-ds.var.R
@@ -1,8 +1,19 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.var.R")
 
 
-context("ds.var::expt::multiple")
+# context("ds.var::expt::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
@@ -16,7 +27,7 @@ test_that("combined data set",
   .test.var.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.var::expt::single")
+# context("ds.var::expt::single")
 test_that("split data set",
 {
   connect.all.datasets()
@@ -30,7 +41,7 @@ test_that("split data set",
   .test.var.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'])
 })
 
-context("ds.var::expt::large_values::multiple")
+# context("ds.var::expt::large_values::multiple")
 test_that("large values",
 {
   connect.all.datasets()
@@ -44,7 +55,7 @@ test_that("large values",
   .test.variance.large('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.var::expt::large_values::single")
+# context("ds.var::expt::large_values::single")
 test_that("large values",
 {
   connect.dataset.1()
@@ -58,4 +69,3 @@ test_that("large values",
   .test.variance.large('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC']) 
 })
 
-
diff --git a/tests/testthat/test-expt_bug-ds.asFactor.R b/tests/testthat/test-expt_bug-ds.asFactor.R
index 16ca0853..b7f26c9e 100644
--- a/tests/testthat/test-expt_bug-ds.asFactor.R
+++ b/tests/testthat/test-expt_bug-ds.asFactor.R
@@ -1,7 +1,17 @@
-source("definition_tests/def-ds.asFactor.R")
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
 
+source("definition_tests/def-ds.asFactor.R")
 
-context("ds.asFactor::expt::multiple")
+# context("ds.asFactor::expt::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
@@ -16,7 +26,7 @@ test_that("combined data set",
   .test.find.factor('D$FACTOR_INTEGER', 'FACTOR_INT.f',ds.test_env$local.values,15)
 })
 
-context("ds.asFactor::expt::single")
+# context("ds.asFactor::expt::single")
 test_that("single dataset ",
 {
   connect.dataset.1()
diff --git a/tests/testthat/test-expt_bug-ds.dataFrameSort.R b/tests/testthat/test-expt_bug-ds.dataFrameSort.R
index 7f4f065a..522c28ca 100644
--- a/tests/testthat/test-expt_bug-ds.dataFrameSort.R
+++ b/tests/testthat/test-expt_bug-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,12 +9,12 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-context('ds.dataFrameSort::expt::setup')
+# context('ds.dataFrameSort::expt::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSort.R')
 
-context("ds.dataFrameSort::expt::multiple::correct_parameter_class")
+# context("ds.dataFrameSort::expt::multiple::correct_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -31,7 +32,7 @@ test_that('all datasets',
             .test.function.parameters("D","D$NUMERIC_ONE_CHANGE",TRUE,"alphabetic","server.data")
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::single::correct_parameter_class")
+# context("ds.dataFrameSort::expt::single::correct_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -49,7 +50,7 @@ test_that('dataset 2',
             .test.function.parameters("D","D$NUMERIC_ONE_CHANGE",TRUE,"alphabetic","server.data")
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::multiple::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt::multiple::incorrect_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -65,7 +66,7 @@ test_that('all datasets',
             .test.function.parameters("D","D$NUMERIC_ONE_CHANGE",TRUE,"alphabetic",23)
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::single::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt::single::incorrect_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -82,7 +83,7 @@ test_that('dataset 2',
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt::multiple::df::creation")
+# context("ds.dataFrameSort::expt::multiple::df::creation")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -98,7 +99,7 @@ test_that('all datasets',
             .test.data.frame.creation("D","NUMERIC_ONE_CHANGE",TRUE,"numeric","server.data")
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::single::df::creation")
+# context("ds.dataFrameSort::expt::single::df::creation")
 test_that('dataset 3',
           {  
             connect.dataset.3()
@@ -114,7 +115,7 @@ test_that('dataset 3',
             .test.data.frame.creation("D","NUMERIC_ONE_CHANGE",TRUE,"numeric","server.data")
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",FALSE,"alphabetic","server.data")
           })
-context("ds.dataFrameSort::expt::multiple::numeric::ascending")
+# context("ds.dataFrameSort::expt::multiple::numeric::ascending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -140,7 +141,7 @@ test_that('all datasets',
             
             
           })
-context("ds.dataFrameSort::expt::single::numeric::ascending")
+# context("ds.dataFrameSort::expt::single::numeric::ascending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -166,7 +167,7 @@ test_that('dataset 1',
             
             
           })
-context("ds.dataFrameSort::expt::multiple::numeric::descending")
+# context("ds.dataFrameSort::expt::multiple::numeric::descending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -192,7 +193,7 @@ test_that('all datasets',
             
             
           })
-context("ds.dataFrameSort::expt::single::numeric::descending")
+# context("ds.dataFrameSort::expt::single::numeric::descending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -220,7 +221,7 @@ test_that('dataset 1',
           })
 
 
-context("ds.dataFrameSort::expt::multiple::alphabetic::ascending")
+# context("ds.dataFrameSort::expt::multiple::alphabetic::ascending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -246,7 +247,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","FACTOR_CHARACTER",FALSE,"alphabetic","server.data",local.df.list) 
             .test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",local.df.list)
           })
-context("ds.dataFrameSort::expt::single::alphabetic::ascending")
+# context("ds.dataFrameSort::expt::single::alphabetic::ascending")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -272,7 +273,7 @@ test_that('dataset 2',
             #.test.data.frame.sorting("D","FACTOR_CHARACTER",FALSE,"alphabetic","server.data",local.df.list) 
             .test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",local.df.list)
           })
-context("ds.dataFrameSort::expt::multiple::alphabetic::descending")
+# context("ds.dataFrameSort::expt::multiple::alphabetic::descending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -296,7 +297,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","FACTOR_CHARACTER",TRUE,"alphabetic","server.data",local.df.list)
             .test.data.frame.sorting("D","CHARACTER",TRUE,"alphabetic","server.data",local.df.list)
           })
-context("ds.dataFrameSort::expt::single::alphabetic::descending")
+# context("ds.dataFrameSort::expt::single::alphabetic::descending")
 test_that('dataset 3',
           {  
             connect.dataset.3()
@@ -322,7 +323,7 @@ test_that('dataset 3',
           })
 
 
-context('ds.dataFrameSort::expt::shutdown')
+# context('ds.dataFrameSort::expt::shutdown')
 
 
-context('ds.dataFrameSort::expt::done')
+# context('ds.dataFrameSort::expt::done')
diff --git a/tests/testthat/test-expt_bug-ds.make.R b/tests/testthat/test-expt_bug-ds.make.R
index 2b5005d0..1bcf320c 100644
--- a/tests/testthat/test-expt_bug-ds.make.R
+++ b/tests/testthat/test-expt_bug-ds.make.R
@@ -1,9 +1,20 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.make.R")
 source("definition_tests/def-assign-stats.R")
 
 
-context("ds.make::expt::copy_transform:single")
+# context("ds.make::expt::copy_transform:single")
 test_that("copy and transform", 
 {
   connect.dataset.1()
@@ -20,7 +31,7 @@ test_that("copy and transform",
 
 
 
-context("ds.make::expt::copy_data::single")
+# context("ds.make::expt::copy_data::single")
 test_that("copy data without any changes applied",
 {
   connect.dataset.1()
@@ -35,7 +46,7 @@ test_that("copy data without any changes applied",
   .test.copy.data('D$FACTOR_INTEGER','FACTOR_INTEGER_created',ds.test_env$local.values.1[,15])
 })
 
-context("ds.make::expt::copy_data::multiple")
+# context("ds.make::expt::copy_data::multiple")
 test_that("copy data without any changes applied",
 {
   connect.all.datasets()
@@ -50,7 +61,7 @@ test_that("copy data without any changes applied",
   .test.copy.data('D$FACTOR_INTEGER','FACTOR_INTEGER_created',ds.test_env$local.values[,15])
 })
 
-context("ds.make::expt::sum_of_two_vectors::single")
+# context("ds.make::expt::sum_of_two_vectors::single")
 test_that("apply the the sum some vectors",
 {
   connect.dataset.1()
@@ -82,7 +93,7 @@ test_that("apply the the sum some vectors",
 })
 
 
-context("ds.make::expt::sum_of_two_vectors::multiple")
+# context("ds.make::expt::sum_of_two_vectors::multiple")
 test_that("add some vectors",
  {
    connect.all.datasets()
@@ -111,7 +122,7 @@ test_that("add some vectors",
    .test.operation.vectors('D$NUMERIC','D$NON_NEGATIVE_NUMERIC','NUMERIC_created',"+",result.local = .add.vectors(ds.test_env$local.values[,10],ds.test_env$local.values[,11]))
  })
 
-context("ds.make::expt::product_of_two_vectors::single")
+# context("ds.make::expt::product_of_two_vectors::single")
 test_that("multiply two vectors",
 {
   connect.dataset.1()
@@ -144,7 +155,7 @@ test_that("multiply two vectors",
 
 
 
-context("ds.make::expt::product_of_two_vectors::multiple")
+# context("ds.make::expt::product_of_two_vectors::multiple")
 test_that("multiply two vectors",
 {
   connect.all.datasets()
@@ -173,7 +184,7 @@ test_that("multiply two vectors",
   .test.operation.vectors('D$NUMERIC','D$NON_NEGATIVE_NUMERIC','NUMERIC_created',"*",result.local = .mult.vectors(ds.test_env$local.values[,10],ds.test_env$local.values[,11]))
 })
 
-context("ds.make::expt::division_of_two_vectors::multiple")
+# context("ds.make::expt::division_of_two_vectors::multiple")
 test_that("divide two vectors",
 {
   connect.all.datasets()
@@ -202,7 +213,7 @@ test_that("divide two vectors",
 })
 
 
-context("ds.make::expt::division_of_two_vectors::single")
+# context("ds.make::expt::division_of_two_vectors::single")
 test_that("divide two vectors",
 {
   connect.dataset.1()
@@ -231,7 +242,7 @@ test_that("divide two vectors",
 })
 
 
-context("ds.make::expt::substract_of_two_vectors::multiple")
+# context("ds.make::expt::substract_of_two_vectors::multiple")
 test_that("substract two vectors",
 {
   connect.all.datasets()
@@ -260,7 +271,7 @@ test_that("substract two vectors",
 })
 
 
-context("ds.make::expt::substract_of_two_vectors::single")
+# context("ds.make::expt::substract_of_two_vectors::single")
 test_that("substract two vectors",
 {
   connect.dataset.1()
@@ -289,7 +300,7 @@ test_that("substract two vectors",
 })
 
 
-context("ds.make::expt::sum_of_constant::single")
+# context("ds.make::expt::sum_of_constant::single")
 test_that("apply the the sum a vector and a constant value",
 {
   connect.dataset.1()
@@ -306,7 +317,7 @@ test_that("apply the the sum a vector and a constant value",
  
  })
 
-context("ds.make::expt::substract_of_constant::single")
+# context("ds.make::expt::substract_of_constant::single")
 test_that("substract a constant value to all the values of a vector",
 {
   connect.dataset.1()
@@ -324,7 +335,7 @@ test_that("substract a constant value to all the values of a vector",
 })
 
 
-context("ds.make::expt::divide_of_constant::single")
+# context("ds.make::expt::divide_of_constant::single")
 test_that("divide a constant value to all the values of a vector",
 {
   connect.dataset.1()
@@ -341,7 +352,7 @@ test_that("divide a constant value to all the values of a vector",
   
 })
 
-context("ds.make::expt::multiply_of_constant::single")
+# context("ds.make::expt::multiply_of_constant::single")
 test_that("multiply a constant value to all the values of a vector",
 {
   connect.dataset.1()
@@ -359,7 +370,7 @@ test_that("multiply a constant value to all the values of a vector",
 })
 
 
-context("ds.make::expt::sum_of_constant::multiple")
+# context("ds.make::expt::sum_of_constant::multiple")
 test_that("apply the the sum a vector and a constant value",
 {
   connect.all.datasets()
@@ -376,7 +387,7 @@ test_that("apply the the sum a vector and a constant value",
   
 })
 
-context("ds.make::expt::substract_of_constant::multiple")
+# context("ds.make::expt::substract_of_constant::multiple")
 test_that("substract a constant value to all the values of a vector",
 {
   connect.all.datasets()
@@ -394,7 +405,7 @@ test_that("substract a constant value to all the values of a vector",
 })
 
 
-context("ds.make::expt::divide_of_constant::multiple")
+# context("ds.make::expt::divide_of_constant::multiple")
 test_that("divide a constant value to all the values of a vector",
 {
   connect.all.datasets()
@@ -411,7 +422,7 @@ test_that("divide a constant value to all the values of a vector",
   
 })
 
-context("ds.make::expt::multiply_of_constant::multiple")
+# context("ds.make::expt::multiply_of_constant::multiple")
 test_that("multiply a constant value to all the values of a vector",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.rPois.R b/tests/testthat/test-expt_bug-ds.rPois.R
index 5e2b808a..41716ac9 100644
--- a/tests/testthat/test-expt_bug-ds.rPois.R
+++ b/tests/testthat/test-expt_bug-ds.rPois.R
@@ -1,8 +1,19 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.rPois.R")
 
 
-context("ds.rPois::expt::no seeds::single")
+# context("ds.rPois::expt::no seeds::single")
 test_that("Poisson without seeds",
 {
   connect.dataset.1()
@@ -15,7 +26,7 @@ test_that("Poisson without seeds",
 })
 
 
-context("ds.rPois::expt::no seeds::multiple")
+# context("ds.rPois::expt::no seeds::multiple")
 test_that("Poisson without seeds",
 {
   connect.all.datasets()
@@ -29,7 +40,7 @@ test_that("Poisson without seeds",
 
 
 
-context("ds.rPois::expt::with seeds::single")
+# context("ds.rPois::expt::with seeds::single")
 test_that("Poisson with seeds",
 {
   
@@ -44,7 +55,7 @@ test_that("Poisson with seeds",
   .test.basic.expectation.with.seeds(2^31,'poisson_dist_7')
 })
 
-context("ds.rPois::expt::with seeds::multiple")
+# context("ds.rPois::expt::with seeds::multiple")
 test_that("Poisson with seeds",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.rUnif.R b/tests/testthat/test-expt_bug-ds.rUnif.R
index 845d3fa0..f026843c 100644
--- a/tests/testthat/test-expt_bug-ds.rUnif.R
+++ b/tests/testthat/test-expt_bug-ds.rUnif.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.rUnif.R")
 
-context("ds.rUnif::expt::no_seeds::single")
+# context("ds.rUnif::expt::no_seeds::single")
 test_that("basic expectation",
 {
   connect.dataset.2()
@@ -14,7 +25,7 @@ test_that("basic expectation",
   .test.basic.expectation(2^31-1,'uniform_dist_6')
 })
 
-context("ds.rUnif::expt::no_seeds::multiple")
+# context("ds.rUnif::expt::no_seeds::multiple")
 test_that("basic expectation",
 {
   connect.all.datasets()
@@ -27,7 +38,7 @@ test_that("basic expectation",
   .test.basic.expectation(2^31-1,'uniform_dist_6')
 })
 
-context("ds.rUnif::expt::seeds::single")
+# context("ds.rUnif::expt::seeds::single")
 test_that("basic expectation",
 {
   connect.dataset.2()
@@ -40,7 +51,7 @@ test_that("basic expectation",
   .test.basic.expectation.with.seeds(2^31-1,'uniform_dist_6')
 })
 
-context("ds.rUnif::expt::seeds::multiple")
+# context("ds.rUnif::expt::seeds::multiple")
 test_that("basic expectation",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.recodeValues.R b/tests/testthat/test-expt_bug-ds.recodeValues.R
index 4a35f9b2..4f6bf659 100644
--- a/tests/testthat/test-expt_bug-ds.recodeValues.R
+++ b/tests/testthat/test-expt_bug-ds.recodeValues.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.recodeValues.R")
 
-context("ds.recodeValues::expt::changes_applied::single::")
+# context("ds.recodeValues::expt::changes_applied::single::")
 test_that("changes must be applied",
 {
   
@@ -40,7 +51,7 @@ test_that("changes must be applied",
 })
 
 
-context("ds.recodeValues::expt::changes_applied::multiple")
+# context("ds.recodeValues::expt::changes_applied::multiple")
 test_that("changes must be applied",
 {
     
@@ -81,7 +92,7 @@ test_that("changes must be applied",
 
 
 
-  context("ds.recodeValues::expt::no_change_applied::single")
+  # context("ds.recodeValues::expt::no_change_applied::single")
   test_that("no_change_applied",
   {
       connect.dataset.1() 
@@ -129,7 +140,7 @@ test_that("changes must be applied",
   })            
               
           
-context("ds.recodeValues::expt::no_change_applied::multiple")
+# context("ds.recodeValues::expt::no_change_applied::multiple")
 test_that("no_change_applied",
 {
     connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.table.R b/tests/testthat/test-expt_bug-ds.table.R
index 23844fdf..1834fca0 100644
--- a/tests/testthat/test-expt_bug-ds.table.R
+++ b/tests/testthat/test-expt_bug-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,10 +9,10 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-context("ds.table::expt::setup")
+# context("ds.table::expt::setup")
 connect.testing.group.dataset.1()
 
-context("ds.table::expt::single")
+# context("ds.table::expt::single")
 test_that("combined data set",
 {
   #PRW AND ALEX WILL WRITE SOME CONNECT AND DISCONNECT FUNCTIONS ONCE WE KNOW THE DATA ARE SUITABLE   - TO DO IMPORTANT !!!!!!!! COMPLETELY INEFFICIENT AT THE MOMENT 17/2/2020
diff --git a/tests/testthat/test-expt_dgr-ds.dataFrameSort.R b/tests/testthat/test-expt_dgr-ds.dataFrameSort.R
index 251170e7..9ff0bca2 100644
--- a/tests/testthat/test-expt_dgr-ds.dataFrameSort.R
+++ b/tests/testthat/test-expt_dgr-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context('ds.dataFrameSort::expt_dgr::setup')
+# context('ds.dataFrameSort::expt_dgr::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSort.R')
@@ -21,7 +22,7 @@ source('definition_tests/def-ds.dataFrameSort.R')
 # Tests
 #
 
-context("ds.dataFrameSort::expt_dgr::multiple::correct_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::multiple::correct_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -40,7 +41,7 @@ test_that('all datasets',
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::single::correct_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::single::correct_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -59,7 +60,7 @@ test_that('dataset 2',
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::multiple::incorrect_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -76,7 +77,7 @@ test_that('all datasets',
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::single::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::single::incorrect_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -93,7 +94,7 @@ test_that('dataset 2',
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::df::creation")
+# context("ds.dataFrameSort::expt_dgr::multiple::df::creation")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -110,7 +111,7 @@ test_that('all datasets',
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::single::df::creation")
+# context("ds.dataFrameSort::expt_dgr::single::df::creation")
 test_that('dataset 3',
           {  
             connect.dataset.3()
@@ -127,7 +128,7 @@ test_that('dataset 3',
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",FALSE,"alphabetic","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::numeric::ascending")
+# context("ds.dataFrameSort::expt_dgr::multiple::numeric::ascending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -148,7 +149,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"numeric","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::single::numeric::ascending")
+# context("ds.dataFrameSort::expt_dgr::single::numeric::ascending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -169,7 +170,7 @@ test_that('dataset 1',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"numeric","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::numeric::descending")
+# context("ds.dataFrameSort::expt_dgr::multiple::numeric::descending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -192,7 +193,7 @@ test_that('all datasets',
             
           })
 
-context("ds.dataFrameSort::expt_dgr::single::numeric::descending")
+# context("ds.dataFrameSort::expt_dgr::single::numeric::descending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -214,7 +215,7 @@ test_that('dataset 1',
           })
 
 
-context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::ascending")
+# context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::ascending")
 test_that('all datasets',
           {  
             #connect.all.datasets()
@@ -242,7 +243,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::single::alphabetic::ascending")
+# context("ds.dataFrameSort::expt_dgr::single::alphabetic::ascending")
 test_that('dataset 2',
           {  
             #connect.dataset.2()
@@ -270,7 +271,7 @@ test_that('dataset 2',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::descending")
+# context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::descending")
 test_that('all datasets',
           {  
             #connect.all.datasets()
@@ -296,7 +297,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","CHARACTER",TRUE,"alphabetic","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::single::alphabetic::descending")
+# context("ds.dataFrameSort::expt_dgr::single::alphabetic::descending")
 test_that('dataset 3',
           {  
             #connect.dataset.3()
@@ -326,10 +327,10 @@ test_that('dataset 3',
 # Shutdown
 #
 
-context('ds.dataFrameSort::expt_dgr::shutdown')
+# context('ds.dataFrameSort::expt_dgr::shutdown')
 
 #
 # Done
 #
 
-context('ds.dataFrameSort::expt_dgr::done')
+# context('ds.dataFrameSort::expt_dgr::done')
diff --git a/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R b/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R
index 222d41bd..278403ec 100644
--- a/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R
+++ b/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::expt_dgr::setup")
+# context("ds.dataFrameSubset::expt_dgr::setup")
 
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.dataFrameSubset.R")
@@ -21,7 +22,7 @@ source("definition_tests/def-ds.dataFrameSubset.R")
 # Tests
 #
 
-context("ds.dataFrameSubset::expt_dgr::multiple::parameter_class")
+# context("ds.dataFrameSubset::expt_dgr::multiple::parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -41,7 +42,7 @@ test_that('all datasets',
             
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::parameter_class")
+# context("ds.dataFrameSubset::expt_dgr::single::parameter_class")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -61,7 +62,7 @@ test_that('dataset 1',
             
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_columns")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -73,7 +74,7 @@ test_that('all datasets',
             .test.data.frame.creation("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=","subset.server")
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::all_columns")
+# context("ds.dataFrameSubset::expt_dgr::single::all_columns")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -85,7 +86,7 @@ test_that('dataset 2',
             .test.data.frame.creation("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=","subset.server")
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_columns::subset_by_rows")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_columns::subset_by_rows")
 test_that("all datasets",
           { 
             connect.all.datasets()
@@ -104,7 +105,7 @@ test_that("all datasets",
             subset.by.rows("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::all_columns::subset_by_rows")
+# context("ds.dataFrameSubset::expt_dgr::single::all_columns::subset_by_rows")
 test_that("dataset 3",
           { 
             connect.dataset.3()
@@ -123,7 +124,7 @@ test_that("dataset 3",
             subset.by.rows("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
 test_that("all datasets",
           { 
             connect.all.datasets()
@@ -142,7 +143,7 @@ test_that("all datasets",
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
 test_that("dataset 1",
           { 
             connect.dataset.1()
@@ -162,7 +163,7 @@ test_that("dataset 1",
           })
 
 
-context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
 test_that("all datasets",
           { 
             connect.all.datasets()
@@ -180,7 +181,7 @@ test_that("all datasets",
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",TRUE,"subset.server",local.df.list)
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",FALSE,"subset.server",local.df.list)
           })
-context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
 test_that("dataset 2",
           { 
             connect.dataset.2()
@@ -199,7 +200,7 @@ test_that("dataset 2",
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
 test_that("all datasets",
           {  connect.all.datasets()
             local.df.list<-list(ds.test_env$local.values.1,ds.test_env$local.values.2,ds.test_env$local.values.3)
@@ -211,7 +212,7 @@ test_that("all datasets",
             subset.by.cols("D","NON_NEGATIVE_NUMERIC",c(1:7,13:16),FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
 test_that("dataset 3",
           {  connect.dataset.3()
             local.df.list<-list(ds.test_env$local.values.3)
diff --git a/tests/testthat/test-math-ds.mean.R b/tests/testthat/test-math-ds.mean.R
index 601e6a50..4c2a1559 100644
--- a/tests/testthat/test-math-ds.mean.R
+++ b/tests/testthat/test-math-ds.mean.R
@@ -1,9 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.mean.R")
 
-
-
-context("ds.mean::math::residual::multiple")
+# context("ds.mean::math::residual::multiple")
 test_that("residual deviation tends to 0",
 {
   connect.all.datasets()
@@ -27,7 +36,7 @@ test_that("residual deviation tends to 0",
    
 })
 
-context("ds.mean::math::residual::multiple")
+# context("ds.mean::math::residual::multiple")
 test_that("residual deviation tends to 0",
 {
   connect.all.datasets()
@@ -53,7 +62,7 @@ test_that("residual deviation tends to 0",
 })
 
 
-context("ds.mean::math::location_parameter::single")
+# context("ds.mean::math::location_parameter::single")
 test_that("mean(X+a) - mean(X) = a",
 {
   connect.dataset.1()
@@ -68,7 +77,7 @@ test_that("mean(X+a) - mean(X) = a",
   .test.location.parameter('D$NEGATIVE_NUMERIC') 
 })
 
-context("ds.mean::math::location_parameter::multiple")
+# context("ds.mean::math::location_parameter::multiple")
 test_that("mean(X+a) - mean(X) = a",
 {
   connect.all.datasets()
@@ -86,7 +95,7 @@ test_that("mean(X+a) - mean(X) = a",
 
 
 
-context("ds.mean::math::scale::multiple")
+# context("ds.mean::math::scale::multiple")
 test_that("mean(X+a) / mean(X) = a",
 {
   connect.all.datasets()
@@ -101,7 +110,7 @@ test_that("mean(X+a) / mean(X) = a",
   .test.scale('D$NEGATIVE_NUMERIC') 
 })
 
-context("ds.mean::math::scale::single")
+# context("ds.mean::math::scale::single")
 test_that("mean(X*a) / mean(X) = a",
 {
   connect.dataset.1()
diff --git a/tests/testthat/test-math-ds.var.R b/tests/testthat/test-math-ds.var.R
index 47a7270d..e281c5d6 100644
--- a/tests/testthat/test-math-ds.var.R
+++ b/tests/testthat/test-math-ds.var.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.var.R")
 
-context("ds.var::math::positive_result::multiple")
+# context("ds.var::math::positive_result::multiple")
 test_that("variance >=0",
 {
   connect.all.datasets()
@@ -25,7 +36,7 @@ test_that("variance >=0",
 })
 
 
-context("ds.var::math::positive_result::single")
+# context("ds.var::math::positive_result::single")
 test_that("variance >=0",
 {
   connect.dataset.1()
@@ -49,7 +60,7 @@ test_that("variance >=0",
 })
 
 
-context("ds.var::math::square_root_std::single")
+# context("ds.var::math::square_root_std::single")
 test_that("variance is to the power of 2 of the standard deviation",
 {
   connect.dataset.1()
@@ -65,7 +76,7 @@ test_that("variance is to the power of 2 of the standard deviation",
 })
 
 
-context("ds.var::math::square_root_std::multiple")
+# context("ds.var::math::square_root_std::multiple")
 test_that("variance is to the power of 2 of the standard deviation",
  {
    connect.all.datasets()
@@ -88,7 +99,7 @@ test_that("variance is to the power of 2 of the standard deviation",
    .test.standard.dev.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'])
  })
 
-context("ds.var::math::location::parameter::single")
+# context("ds.var::math::location::parameter::single")
 test_that("var (X+a) = Var(X)",
 {
   connect.dataset.1()
@@ -102,7 +113,7 @@ test_that("var (X+a) = Var(X)",
   .test.location.parameter('D$NEGATIVE_NUMERIC')
 })
 
-context("ds.var::math::location::parameter::multiple")
+# context("ds.var::math::location::parameter::multiple")
 test_that("var (X+a) = Var(X)",
 {
   connect.all.datasets()
@@ -116,7 +127,7 @@ test_that("var (X+a) = Var(X)",
   .test.location.parameter('D$NEGATIVE_NUMERIC')
 })
 
-context("ds.var::math::scale::single")
+# context("ds.var::math::scale::single")
 test_that("var (aX) = a^2Var(X)",
 {
   connect.dataset.1()
@@ -130,7 +141,7 @@ test_that("var (aX) = a^2Var(X)",
   .test.scale('D$NEGATIVE_NUMERIC')
 })
 
-context("ds.var::math::scale::multiple")
+# context("ds.var::math::scale::multiple")
 test_that("var (aX) = a^2Var(X)",
 {
   connect.all.datasets()
@@ -143,5 +154,3 @@ test_that("var (aX) = a^2Var(X)",
   .test.scale('D$POSITIVE_NUMERIC')
   .test.scale('D$NEGATIVE_NUMERIC')
 })
-
-
diff --git a/tests/testthat/test-math_bug-ds.asFactor.R b/tests/testthat/test-math_bug-ds.asFactor.R
index def587df..cb44c2fa 100644
--- a/tests/testthat/test-math_bug-ds.asFactor.R
+++ b/tests/testthat/test-math_bug-ds.asFactor.R
@@ -1,7 +1,19 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+#
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.asFactor.R")
 
-context("ds.asFactor::math::multiple")
+# context("ds.asFactor::math::multiple")
 test_that("every factor should be unique",
 {
   connect.all.datasets()
@@ -16,7 +28,7 @@ test_that("every factor should be unique",
   .test.uniqueness('D$FACTOR_INTEGER', 'FACTOR_INT.f')
 })
 
-context("ds.asFactor::math::multiple")
+# context("ds.asFactor::math::multiple")
 test_that("every factor should be unique",
 {
    connect.dataset.1()
diff --git a/tests/testthat/test-math_bug-ds.make.R b/tests/testthat/test-math_bug-ds.make.R
index 4a5de5d9..2823af00 100644
--- a/tests/testthat/test-math_bug-ds.make.R
+++ b/tests/testthat/test-math_bug-ds.make.R
@@ -1,8 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.make.R")
 
-
-context("ds.make::math::transformation::multiple")
+# context("ds.make::math::transformation::multiple")
 test_that("transformation",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-math_bug-ds.rPois.R b/tests/testthat/test-math_bug-ds.rPois.R
index 4aa6f803..b920cfff 100644
--- a/tests/testthat/test-math_bug-ds.rPois.R
+++ b/tests/testthat/test-math_bug-ds.rPois.R
@@ -1,9 +1,20 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.rPois.R")
 
 random.number <- as.integer(as.POSIXct(Sys.time(), "GMT"))
 
-context("ds.rPois::math::lambda equal mean and var::single")
+# context("ds.rPois::math::lambda equal mean and var::single")
 test_that("lamdba == mean and lambda == var",
 {
   connect.dataset.1()
@@ -14,7 +25,7 @@ test_that("lamdba == mean and lambda == var",
   
 })
 
-context("ds.rPois::math::lambda equal mean and var::multiple")
+# context("ds.rPois::math::lambda equal mean and var::multiple")
 test_that("lamdba == mean and lambda == var",
 {
   connect.all.datasets()
@@ -25,7 +36,7 @@ test_that("lamdba == mean and lambda == var",
   
 })
 
-context("ds.rPois::math::distributions comparison::multiple")
+# context("ds.rPois::math::distributions comparison::multiple")
 test_that("changes in distribution",
 {
   connect.all.datasets()
@@ -37,7 +48,7 @@ test_that("changes in distribution",
   .test.dispersions.stats.diff.distribution(seed/1000, c(1900),seed,c(1100))
 })
 
-context("ds.rPois::math::distributions comparison::single")
+# context("ds.rPois::math::distributions comparison::single")
 test_that("changes in distribution",
 {
   connect.dataset.3()
diff --git a/tests/testthat/test-math_bug-ds.rUnif.R b/tests/testthat/test-math_bug-ds.rUnif.R
index 123314a9..7ca2da88 100644
--- a/tests/testthat/test-math_bug-ds.rUnif.R
+++ b/tests/testthat/test-math_bug-ds.rUnif.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@ source("definition_tests/def-ds.rUnif.R")
 
 random.number <- as.integer(as.POSIXct(Sys.time(), "GMT"))
 
-context("ds.rUnif::math::mean_variance::single")
+# context("ds.rUnif::math::mean_variance::single")
 test_that("mean_variance", 
 {
   connect.dataset.1()
@@ -23,7 +24,7 @@ test_that("mean_variance",
   .test.range.values(-200,-100,"uniform_3",seed)
 })
 
-context("ds.rUnif::math::distributions comparison::single")
+# context("ds.rUnif::math::distributions comparison::single")
 test_that("changes in distribution",
 {
   connect.dataset.3()
@@ -37,7 +38,7 @@ test_that("changes in distribution",
 })
 
 
-context("ds.rUnif::math::distributions comparison::multiple")
+# context("ds.rUnif::math::distributions comparison::multiple")
 test_that("changes in distribution",
 {
    connect.all.datasets()
diff --git a/tests/testthat/test-math_bug-ds.recodeValues.R b/tests/testthat/test-math_bug-ds.recodeValues.R
index f34df1ea..b5e45239 100644
--- a/tests/testthat/test-math_bug-ds.recodeValues.R
+++ b/tests/testthat/test-math_bug-ds.recodeValues.R
@@ -1,8 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.recodeValues.R")
 
-
-context("ds.recodeValues::math::single")
+# context("ds.recodeValues::math::single")
 test_that("difference",
 {
   connect.dataset.1() 
@@ -65,7 +75,7 @@ test_that("difference",
 
 
 
-context("ds.recodeValues::math::multiple")
+# context("ds.recodeValues::math::multiple")
 test_that("difference",
           {
             connect.all.datasets() 
diff --git a/tests/testthat/test-math_bug-ds.table.R b/tests/testthat/test-math_bug-ds.table.R
index 4f221c64..db0bd51e 100644
--- a/tests/testthat/test-math_bug-ds.table.R
+++ b/tests/testthat/test-math_bug-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -9,7 +10,7 @@
 #-------------------------------------------------------------------------------
 
 
-context("ds.table::math::row and col proportions::multiple")
+# context("ds.table::math::row and col proportions::multiple")
 
 test_that("row and col proportions sum to 1", 
           {
diff --git a/tests/testthat/test-math_dgr-ds.dataFrameSort.R b/tests/testthat/test-math_dgr-ds.dataFrameSort.R
index e7d68279..21d16647 100644
--- a/tests/testthat/test-math_dgr-ds.dataFrameSort.R
+++ b/tests/testthat/test-math_dgr-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context('ds.dataFrameSort::expt_dgr::setup')
+# context('ds.dataFrameSort::expt_dgr::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSort.R')
@@ -21,7 +22,7 @@ source('definition_tests/def-ds.dataFrameSort.R')
 # Tests
 #
 
-context("ds.dataFrameSort::math_dgr::closure::multiple")
+# context("ds.dataFrameSort::math_dgr::closure::multiple")
 test_that('server set %in% local set',
           {  
             connect.all.datasets()
@@ -43,7 +44,7 @@ test_that('server set %in% local set',
             
           })
 
-context("ds.dataFrameSort::math_dgr::closure::simple")
+# context("ds.dataFrameSort::math_dgr::closure::simple")
 test_that('server set %in% local set',
           {  
             connect.dataset.1()
diff --git a/tests/testthat/test-math_dgr-ds.dataFrameSubset.R b/tests/testthat/test-math_dgr-ds.dataFrameSubset.R
index 39ac712b..c9a8e176 100644
--- a/tests/testthat/test-math_dgr-ds.dataFrameSubset.R
+++ b/tests/testthat/test-math_dgr-ds.dataFrameSubset.R
@@ -1,3 +1,10 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
 # You should have received a copy of the GNU General Public License
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
@@ -6,7 +13,7 @@
 # Set up
 #
 
-context('ds.dataFrameSubset::expt_dgr::setup')
+# context('ds.dataFrameSubset::expt_dgr::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSubset.R')
@@ -15,7 +22,7 @@ source('definition_tests/def-ds.dataFrameSubset.R')
 # Tests
 #
 
-context("ds.dataFrameSubset::math_dgr::closure::multiple")
+# context("ds.dataFrameSubset::math_dgr::closure::multiple")
 test_that('server set %in% local set',
           {  
             connect.all.datasets()
@@ -33,7 +40,7 @@ test_that('server set %in% local set',
 #            .closure.test("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::math_dgr::closure::simple")
+# context("ds.dataFrameSubset::math_dgr::closure::simple")
 test_that('server set %in% local set',
           {  
             connect.dataset.2()
diff --git a/tests/testthat/test-math_dgr-ds.skewness.R b/tests/testthat/test-math_dgr-ds.skewness.R
index d6c8ab21..d743de0b 100644
--- a/tests/testthat/test-math_dgr-ds.skewness.R
+++ b/tests/testthat/test-math_dgr-ds.skewness.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.skewness.R")
 
-context("ds.skewness::math_dgr::mean.median.mode::multiple")
+# context("ds.skewness::math_dgr::mean.median.mode::multiple")
 test_that("skewness >0 & mode<median<mean or skewness<0 & mean<median<mode",
 {
  connect.all.datasets()
@@ -17,7 +28,7 @@ test_that("skewness >0 & mode<median<mean or skewness<0 & mean<median<mode",
 
 })
 
-context("ds.skewness::math_dgr::Q1.Q2.Q3::multiple")
+# context("ds.skewness::math_dgr::Q1.Q2.Q3::multiple")
 test_that("skewness >0 & Q3-Q2>Q2-Q1 or skewness<0 & Q3-Q2<Q2-Q1",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-perf-conndisconn.R b/tests/testthat/test-perf-conndisconn.R
index 5e0fbf11..4bcc2a10 100644
--- a/tests/testthat/test-perf-conndisconn.R
+++ b/tests/testthat/test-perf-conndisconn.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +12,7 @@
 # Set up
 #
 
-context("conndisconn::perf::setup")
+# context("conndisconn::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 disconnect.studies.dataset.cnsim()
 
@@ -20,7 +20,7 @@ disconnect.studies.dataset.cnsim()
 # Tests
 #
 
-context("conndisconn::perf::simple0")
+# context("conndisconn::perf::simple0")
 test_that("simple connect - disconnect performance", {
     .durationSec  <- 120 # seconds
     .count        <- 0
@@ -56,6 +56,6 @@ test_that("simple connect - disconnect performance", {
 # Done
 #
 
-context("conndisconn::perf::shutdown")
+# context("conndisconn::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("conndisconn::perf::done")
+# context("conndisconn::perf::done")
diff --git a/tests/testthat/test-perf-ds.abs.R b/tests/testthat/test-perf-ds.abs.R
index e62eef6c..e431c20e 100644
--- a/tests/testthat/test-perf-ds.abs.R
+++ b/tests/testthat/test-perf-ds.abs.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.abs::perf::setup")
+# context("ds.abs::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.abs::perf:0")
+# context("ds.abs::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.abs::perf::shutdown")
+# context("ds.abs::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.abs::perf::done")
+# context("ds.abs::perf::done")
diff --git a/tests/testthat/test-perf-ds.asInteger.R b/tests/testthat/test-perf-ds.asInteger.R
index 948d5dc3..2e816320 100644
--- a/tests/testthat/test-perf-ds.asInteger.R
+++ b/tests/testthat/test-perf-ds.asInteger.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.asInteger::perf::setup")
+# context("ds.asInteger::perf::setup")
 connect.studies.dataset.cnsim(list("GENDER"))
 
 #
 # Tests
 #
 
-context("ds.asInteger::perf:0")
+# context("ds.asInteger::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.asInteger::perf::shutdown")
+# context("ds.asInteger::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.asInteger::perf::done")
+# context("ds.asInteger::perf::done")
diff --git a/tests/testthat/test-perf-ds.asList.R b/tests/testthat/test-perf-ds.asList.R
index bca5198a..a0f65dda 100644
--- a/tests/testthat/test-perf-ds.asList.R
+++ b/tests/testthat/test-perf-ds.asList.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.asList::perf::setup")
+# context("ds.asList::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.asList::perf:0")
+# context("ds.asList::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.asList::perf::shutdown")
+# context("ds.asList::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.asList::perf::done")
+# context("ds.asList::perf::done")
diff --git a/tests/testthat/test-perf-ds.asNumeric.R b/tests/testthat/test-perf-ds.asNumeric.R
index c3526a8d..33fcf490 100644
--- a/tests/testthat/test-perf-ds.asNumeric.R
+++ b/tests/testthat/test-perf-ds.asNumeric.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.asNumeric::perf::setup")
+# context("ds.asNumeric::perf::setup")
 connect.studies.dataset.cnsim(list("GENDER"))
 
 #
 # Tests
 #
 
-context("ds.asNumeric::perf:0")
+# context("ds.asNumeric::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.asNumeric::perf::shutdown")
+# context("ds.asNumeric::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.asNumeric::perf::done")
+# context("ds.asNumeric::perf::done")
diff --git a/tests/testthat/test-perf-ds.assign.R b/tests/testthat/test-perf-ds.assign.R
index 5f67fb60..d118eb42 100644
--- a/tests/testthat/test-perf-ds.assign.R
+++ b/tests/testthat/test-perf-ds.assign.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.assign::perf::setup")
+# context("ds.assign::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.assign::perf::0")
+# context("ds.assign::perf::0")
 test_that("performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("performance", {
 # Done
 #
 
-context("ds.assign::perf::shutdown")
+# context("ds.assign::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.assign::perf::done")
+# context("ds.assign::perf::done")
diff --git a/tests/testthat/test-perf-ds.class.R b/tests/testthat/test-perf-ds.class.R
index bffbde64..f90927ff 100644
--- a/tests/testthat/test-perf-ds.class.R
+++ b/tests/testthat/test-perf-ds.class.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.class::perf::setup")
+# context("ds.class::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.class::perf::combine:0")
+# context("ds.class::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.class::perf::shutdown")
+# context("ds.class::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.class::perf::done")
+# context("ds.class::perf::done")
diff --git a/tests/testthat/test-perf-ds.colnames.R b/tests/testthat/test-perf-ds.colnames.R
index c3bbbdff..7382ecf6 100644
--- a/tests/testthat/test-perf-ds.colnames.R
+++ b/tests/testthat/test-perf-ds.colnames.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.colnames::perf::setup")
+# context("ds.colnames::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.colnames::perf:0")
+# context("ds.colnames::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.colnames::perf::shutdown")
+# context("ds.colnames::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.colnames::perf::done")
+# context("ds.colnames::perf::done")
diff --git a/tests/testthat/test-perf-ds.exists.R b/tests/testthat/test-perf-ds.exists.R
index 6d9cf49f..123d7e80 100644
--- a/tests/testthat/test-perf-ds.exists.R
+++ b/tests/testthat/test-perf-ds.exists.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.exists::perf::setup")
+# context("ds.exists::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.exists::perf::combine:0")
+# context("ds.exists::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.exists::perf::shutdown")
+# context("ds.exists::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.exists::perf::done")
+# context("ds.exists::perf::done")
diff --git a/tests/testthat/test-perf-ds.length.R b/tests/testthat/test-perf-ds.length.R
index 194d7675..6105cf99 100644
--- a/tests/testthat/test-perf-ds.length.R
+++ b/tests/testthat/test-perf-ds.length.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.length::perf::setup")
+# context("ds.length::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.length::perf::combine:0")
+# context("ds.length::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.length::perf::shutdown")
+# context("ds.length::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.length::perf::done")
+# context("ds.length::perf::done")
diff --git a/tests/testthat/test-perf-ds.mean.R b/tests/testthat/test-perf-ds.mean.R
index 61ae232f..03d0ac78 100644
--- a/tests/testthat/test-perf-ds.mean.R
+++ b/tests/testthat/test-perf-ds.mean.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.mean::perf::setup")
+# context("ds.mean::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.mean::perf::combine:0")
+# context("ds.mean::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -50,7 +50,7 @@ test_that("combine - performance", {
     expect_lt(.current.rate, .reference.rate * .reference.tolerance.upper, label = "Observed rate", expected.label = "upper threshold on rate")
 })
 
-context("ds.mean::perf::split:0")
+# context("ds.mean::perf::split:0")
 test_that("split - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -85,6 +85,6 @@ test_that("split - performance", {
 # Done
 #
 
-context("ds.mean::perf::shutdown")
+# context("ds.mean::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.mean::perf::done")
+# context("ds.mean::perf::done")
diff --git a/tests/testthat/test-perf-void.R b/tests/testthat/test-perf-void.R
index d8ebd661..3e2f749c 100644
--- a/tests/testthat/test-perf-void.R
+++ b/tests/testthat/test-perf-void.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,13 +12,13 @@
 # Set up
 #
 
-context("void::perf::void::setup")
+# context("void::perf::void::setup")
 
 #
 # Tests
 #
 
-context("void::perf::void::0")
+# context("void::perf::void::0")
 test_that("simple void performance", {
     .durationSec  <- 60 # seconds
     .count        <- 0
@@ -51,6 +51,6 @@ test_that("simple void performance", {
 # Done
 #
 
-context("void::perf::void::shutdown")
+# context("void::perf::void::shutdown")
 
-context("void::perf::void::done")
+# context("void::perf::void::done")
diff --git a/tests/testthat/test-smk-checkClass-discordant.R b/tests/testthat/test-smk-checkClass-discordant.R
index 8a28914e..d95df5e9 100644
--- a/tests/testthat/test-smk-checkClass-discordant.R
+++ b/tests/testthat/test-smk-checkClass-discordant.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("checkClass::smk::discordant::setup")
+# context("checkClass::smk::discordant::setup")
 
 connect.discordant.dataset.simple(list("A", "B", "C"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("checkClass::smk::discordant")
+# context("checkClass::smk::discordant")
 test_that("simple test, discordant dataset A", {
     expect_error(checkClass(ds.test_env$connections, "D$A"), " End of process!", fixed=TRUE)
 })
@@ -41,7 +42,7 @@ test_that("simple test, discordant dataset C", {
 # Done
 #
 
-context("checkClass::smk::discordant::shutdown")
+# context("checkClass::smk::discordant::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -49,4 +50,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("checkClass::smk::discordant::done")
+# context("checkClass::smk::discordant::done")
diff --git a/tests/testthat/test-smk-checkClass.R b/tests/testthat/test-smk-checkClass.R
index 412c7189..b8a52bd8 100644
--- a/tests/testthat/test-smk-checkClass.R
+++ b/tests/testthat/test-smk-checkClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("checkClass::smk::setup")
+# context("checkClass::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "LAB_TSC", "LAB_TRIG", "LAB_HDL", "DIS_CVA", "DIS_AMI"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("checkClass::smk::simple test")
+# context("checkClass::smk::simple test")
 test_that("simple test", {
     res <- checkClass(ds.test_env$connections, "D$GENDER")
 
@@ -96,7 +97,7 @@ test_that("missing test", {
 # Done
 #
 
-context("checkClass::smk::shutdown")
+# context("checkClass::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "dataframe.newobj"))
@@ -104,4 +105,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("checkClass::smk::done")
+# context("checkClass::smk::done")
diff --git a/tests/testthat/test-smk-ds.Boole.R b/tests/testthat/test-smk-ds.Boole.R
index dec2392a..56983c6e 100644
--- a/tests/testthat/test-smk-ds.Boole.R
+++ b/tests/testthat/test-smk-ds.Boole.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.Boole::smk::setup")
+# context("ds.Boole::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.Boole::smk::variable")
+# context("ds.Boole::smk::variable")
 test_that("simple boole, variable", {
     res <- ds.Boole("D$LAB_TSC", "D$LAB_TRIG", "==")
 
@@ -73,7 +74,7 @@ test_that("simple boole, variable", {
     expect_equal(res.boole$sim3$`quantiles & mean`[[8]], 0.0)
 })
 
-context("ds.Boole::smk::small neg constant V2")
+# context("ds.Boole::smk::small neg constant V2")
 test_that("simple boole, small neg constant V2", {
     res <- ds.Boole("D$LAB_TRIG", "-1", "<", numeric.output = TRUE, newobj = "boole01.obj")
 
@@ -121,7 +122,7 @@ test_that("simple boole, small neg constant V2", {
     expect_equal(res.boole$sim3$`quantiles & mean`[[8]], 0.023322781)
 })
 
-context("ds.Boole::smk::big neg constant V2")
+# context("ds.Boole::smk::big neg constant V2")
 test_that("simple boole, big neg constant V2", {
     res <- ds.Boole("D$LAB_TRIG", "-10", "<", numeric.output = TRUE, newobj = "boole02.obj")
   
@@ -173,7 +174,7 @@ test_that("simple boole, big neg constant V2", {
 # Done
 #
 
-context("ds.Boole::smk::shutdown")
+# context("ds.Boole::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "boole.newobj", "boole01.obj", "boole02.obj"))
@@ -181,4 +182,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.Boole::smk::done")
+# context("ds.Boole::smk::done")
diff --git a/tests/testthat/test-smk-ds.abs.R b/tests/testthat/test-smk-ds.abs.R
index 123a014f..b64b313b 100644
--- a/tests/testthat/test-smk-ds.abs.R
+++ b/tests/testthat/test-smk-ds.abs.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.abs::smk::setup")
+# context("ds.abs::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.abs::smk")
+# context("ds.abs::smk")
 test_that("simple c", {
     res <- ds.abs("D$LAB_TSC", newobj = "abs.newobj")
 
@@ -50,7 +51,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.abs::smk::shutdown")
+# context("ds.abs::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "abs.newobj"))
@@ -58,4 +59,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.abs::smk::done")
+# context("ds.abs::smk::done")
diff --git a/tests/testthat/test-smk-ds.asCharacter.R b/tests/testthat/test-smk-ds.asCharacter.R
index 5eca8aeb..ae8b7e60 100644
--- a/tests/testthat/test-smk-ds.asCharacter.R
+++ b/tests/testthat/test-smk-ds.asCharacter.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asCharacter::smk::setup")
+# context("ds.asCharacter::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asCharacter::smk::simple test")
+# context("ds.asCharacter::smk::simple test")
 test_that("simple test", {
     res <- ds.asCharacter("D$LAB_TSC")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asCharacter::smk::stutdown")
+# context("ds.asCharacter::smk::stutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "ascharacter.newobj"))
@@ -45,4 +46,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asCharacter::smk::done")
+# context("ds.asCharacter::smk::done")
diff --git a/tests/testthat/test-smk-ds.asDataMatrix.R b/tests/testthat/test-smk-ds.asDataMatrix.R
index 35a8cfc9..25ef3736 100644
--- a/tests/testthat/test-smk-ds.asDataMatrix.R
+++ b/tests/testthat/test-smk-ds.asDataMatrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asDataMatrix::smk::setup")
+# context("ds.asDataMatrix::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asDataMatrix::smk::simple test")
+# context("ds.asDataMatrix::smk::simple test")
 test_that("simple test", {
     res <- ds.asDataMatrix(x.name="D$GENDER")
 
@@ -49,7 +50,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asDataMatrix::smk::shutdown")
+# context("ds.asDataMatrix::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "asdatamatrix.newobj"))
@@ -57,5 +58,5 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asDataMatrix::smk::done")
+# context("ds.asDataMatrix::smk::done")
 
diff --git a/tests/testthat/test-smk-ds.asFactor.R b/tests/testthat/test-smk-ds.asFactor.R
index b7b8f259..c87d06a7 100644
--- a/tests/testthat/test-smk-ds.asFactor.R
+++ b/tests/testthat/test-smk-ds.asFactor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asFactor::smk::setup")
+# context("ds.asFactor::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -26,7 +27,7 @@ test_that("setup", {
 
 ds.asNumeric("D$time.id","TID")
 
-context("ds.asFactor::smk::force.factor.levels")
+# context("ds.asFactor::smk::force.factor.levels")
 test_that("with no force.factor.levels", {
     ds.asFactor("TID", "TID.f1")
 
@@ -87,7 +88,7 @@ test_that("with force.factor.levels of c(1,2,3,4,'a','h',5)", {
     expect_equal("All tables are valid!", res2$validity)
 })
 
-context("ds.asFactor::smk::fixed.dummy.vars")
+# context("ds.asFactor::smk::fixed.dummy.vars")
 test_that("with fixed.dummy.vars of TRUE", {
     ds.asFactor("TID", "TID.mat1", fixed.dummy.vars=TRUE)
 
@@ -112,7 +113,7 @@ test_that("with fixed.dummy.vars of TRUE and baseline.level of 6", {
 # Done
 #
 
-context("ds.asFactor::smk::shutdown")
+# context("ds.asFactor::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "TID", "TID.f1", "TID.f2", "TID.f3", "TID.f4", "TID.f5", "TID.mat1", "TID.mat6"))
@@ -120,4 +121,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.asFactor::smk::done")
+# context("ds.asFactor::smk::done")
diff --git a/tests/testthat/test-smk-ds.asFactorSimple.R b/tests/testthat/test-smk-ds.asFactorSimple.R
index 27623597..029b3465 100644
--- a/tests/testthat/test-smk-ds.asFactorSimple.R
+++ b/tests/testthat/test-smk-ds.asFactorSimple.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asFactorSimple::smk::setup")
+# context("ds.asFactorSimple::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -26,7 +27,7 @@ test_that("setup", {
 
 ds.asNumeric("D$time.id","TID")
 
-context("ds.asFactorSimple::smk::force.factor.levels")
+# context("ds.asFactorSimple::smk::force.factor.levels")
 test_that("with no force.factor.levels", {
     ds.asFactorSimple("TID", "TID.f1")
 
@@ -43,7 +44,7 @@ test_that("with no force.factor.levels", {
 # Done
 #
 
-context("ds.asFactorSimple::smk::shutdown")
+# context("ds.asFactorSimple::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "TID", "TID.f1"))
@@ -51,4 +52,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.asFactorSimple::smk::done")
+# context("ds.asFactorSimple::smk::done")
diff --git a/tests/testthat/test-smk-ds.asInteger.R b/tests/testthat/test-smk-ds.asInteger.R
index 60b2e1a0..1ef25fbf 100644
--- a/tests/testthat/test-smk-ds.asInteger.R
+++ b/tests/testthat/test-smk-ds.asInteger.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asInteger::smk::setup")
+# context("ds.asInteger::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asInteger::smk::simple test")
+# context("ds.asInteger::smk::simple test")
 test_that("simple test", {
     res <- ds.asInteger("D$GENDER")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asInteger::smk::stutdown")
+# context("ds.asInteger::smk::stutdown")
 
 test_that("stutdown", {
     ds_expect_variables(c("D", "asinteger.newobj"))
@@ -45,4 +46,4 @@ test_that("stutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asInteger::smk::done")
+# context("ds.asInteger::smk::done")
diff --git a/tests/testthat/test-smk-ds.asList.R b/tests/testthat/test-smk-ds.asList.R
index 24ed6878..9fbcfd42 100644
--- a/tests/testthat/test-smk-ds.asList.R
+++ b/tests/testthat/test-smk-ds.asList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asList::smk::setup")
+# context("ds.asList::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asList::smk::simple test")
+# context("ds.asList::smk::simple test")
 test_that("simple test", {
     res <- ds.asList(x.name="D$GENDER")
 
@@ -44,7 +45,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asList::smk::shutdown")
+# context("ds.asList::smk::shutdown")
 
 test_that("stutdown", {
     ds_expect_variables(c("D", "aslist.newobj"))
@@ -52,4 +53,4 @@ test_that("stutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asList::smk::done")
+# context("ds.asList::smk::done")
diff --git a/tests/testthat/test-smk-ds.asLogical.R b/tests/testthat/test-smk-ds.asLogical.R
index 62c7a9ea..6781beab 100644
--- a/tests/testthat/test-smk-ds.asLogical.R
+++ b/tests/testthat/test-smk-ds.asLogical.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asLogical::smk::setup")
+# context("ds.asLogical::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asLogical::smk::simple test")
+# context("ds.asLogical::smk::simple test")
 test_that("simple test", {
     res <- ds.asLogical("D$LAB_TSC")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asLogical::smk::shutdown")
+# context("ds.asLogical::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "aslogical.newobj"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asLogical::smk::done")
+# context("ds.asLogical::smk::done")
diff --git a/tests/testthat/test-smk-ds.asMatrix.R b/tests/testthat/test-smk-ds.asMatrix.R
index 3abbb3d8..b942425b 100644
--- a/tests/testthat/test-smk-ds.asMatrix.R
+++ b/tests/testthat/test-smk-ds.asMatrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asMatrix::smk::setup")
+# context("ds.asMatrix::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asMatrix::smk::simple test")
+# context("ds.asMatrix::smk::simple test")
 test_that("simple test", {
     res <- ds.asMatrix(x.name="D$GENDER")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asMatrix::smk::shutdown")
+# context("ds.asMatrix::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "asmatrix.newobj"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asMatrix::smk::done")
+# context("ds.asMatrix::smk::done")
diff --git a/tests/testthat/test-smk-ds.asNumeric.R b/tests/testthat/test-smk-ds.asNumeric.R
index 4b7de4ed..e942c82a 100644
--- a/tests/testthat/test-smk-ds.asNumeric.R
+++ b/tests/testthat/test-smk-ds.asNumeric.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asNumeric::smk::setup")
+# context("ds.asNumeric::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asNumeric::smk::simple test")
+# context("ds.asNumeric::smk::simple test")
 test_that("simple test", {
     res <- ds.asNumeric("D$GENDER")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asNumeric::smk::shutdown")
+# context("ds.asNumeric::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "asnumeric.newobj"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asNumeric::smk::done")
+# context("ds.asNumeric::smk::done")
diff --git a/tests/testthat/test-smk-ds.assign.R b/tests/testthat/test-smk-ds.assign.R
index ad632bd9..d7695e09 100644
--- a/tests/testthat/test-smk-ds.assign.R
+++ b/tests/testthat/test-smk-ds.assign.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.assign::smk::setup")
+# context("ds.assign::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG','LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.assign::smk")
+# context("ds.assign::smk")
 test_that("test_assign", {
     res <- ds.assign('D$LAB_TSC', 'assigned_obj')
 
@@ -35,7 +36,7 @@ test_that("test_assign", {
 # Tear down
 #
 
-context("ds.assign::smk::shutdown")
+# context("ds.assign::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "assigned_obj"))
@@ -43,4 +44,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.assign::smk::done")
+# context("ds.assign::smk::done")
diff --git a/tests/testthat/test-smk-ds.c.R b/tests/testthat/test-smk-ds.c.R
index 054c4e01..8c90db2e 100644
--- a/tests/testthat/test-smk-ds.c.R
+++ b/tests/testthat/test-smk-ds.c.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.c::smk::setup")
+# context("ds.c::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.c::smk")
+# context("ds.c::smk")
 test_that("simple c", {
     res <- ds.c("D$LAB_TSC")
 
@@ -35,7 +36,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.c::smk::shutdown")
+# context("ds.c::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "c.newobj"))
@@ -43,4 +44,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.c::smk::done")
+# context("ds.c::smk::done")
diff --git a/tests/testthat/test-smk-ds.cbind.R b/tests/testthat/test-smk-ds.cbind.R
index 3468860b..720d5d94 100644
--- a/tests/testthat/test-smk-ds.cbind.R
+++ b/tests/testthat/test-smk-ds.cbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cbind::smk::setup")
+# context("ds.cbind::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cbind::smk::from dataframe variables")
+# context("ds.cbind::smk::from dataframe variables")
 test_that("simple test, from dataframe variables", {
     res <- ds.cbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), newobj="cbind1_newobj")
 
@@ -72,7 +73,7 @@ test_that("simple test, from dataframe variables", {
     ds.rm("cbind1_newobj")
 })
 
-context("ds.cbind::smk::from root variables")
+# context("ds.cbind::smk::from root variables")
 test_that("simple test, from root variables", {
     ds.assign('D$survtime', 'survtime')
     ds.assign('D$time.id', 'time.id')
@@ -130,7 +131,7 @@ test_that("simple test, from root variables", {
     ds.rm("cbind2_newobj")
 })
 
-context("ds.cbind::smk::from dataframe variables, DataSHIELD.check=TRUE")
+# context("ds.cbind::smk::from dataframe variables, DataSHIELD.check=TRUE")
 test_that("simple test, from dataframe variables, DataSHIELD.check=TRUE", {
     res <- ds.cbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), DataSHIELD.check=TRUE, newobj="cbind3_newobj")
 
@@ -178,7 +179,7 @@ test_that("simple test, from dataframe variables, DataSHIELD.check=TRUE", {
     ds.rm("cbind3_newobj")
 })
 
-context("ds.cbind::smk::from root variables, DataSHIELD.check=TRUE")
+# context("ds.cbind::smk::from root variables, DataSHIELD.check=TRUE")
 test_that("simple test, from root variables, DataSHIELD.check=TRUE", {
     ds.assign('D$survtime', 'survtime')
     ds.assign('D$time.id', 'time.id')
@@ -240,7 +241,7 @@ test_that("simple test, from root variables, DataSHIELD.check=TRUE", {
 # Done
 #
 
-context("ds.cbind::smk::shutdown")
+# context("ds.cbind::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D"))
@@ -248,4 +249,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cbind::smk::done")
+# context("ds.cbind::smk::done")
diff --git a/tests/testthat/test-smk-ds.changeRefGroup.R b/tests/testthat/test-smk-ds.changeRefGroup.R
index 72aad192..6fe981c2 100644
--- a/tests/testthat/test-smk-ds.changeRefGroup.R
+++ b/tests/testthat/test-smk-ds.changeRefGroup.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.changeRefGroup::smk::setup")
+# context("ds.changeRefGroup::smk::setup")
 
 connect.studies.dataset.cnsim(list('PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.changeRefGroup::smk")
+# context("ds.changeRefGroup::smk")
 test_that("simple changeRefGroup", {
     newNames <- c('normal', 'overweight', 'obesity')
     expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=newNames, newobj='bmi_new'), "'ds.recodeLevels' is deprecated.\nUse 'ds.recodeValues' instead.", fixed = TRUE)
@@ -70,7 +71,7 @@ test_that("simple changeRefGroup", {
 # Done
 #
 
-context("ds.changeRefGroup::smk::shutdown")
+# context("ds.changeRefGroup::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "bmi_new", "bmi_ob"))
@@ -78,4 +79,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.changeRefGroup::smk::done")
+# context("ds.changeRefGroup::smk::done")
diff --git a/tests/testthat/test-smk-ds.class.R b/tests/testthat/test-smk-ds.class.R
index 50981eae..2d4def08 100644
--- a/tests/testthat/test-smk-ds.class.R
+++ b/tests/testthat/test-smk-ds.class.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.class::smk::setup")
+# context("ds.class::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "DIS_CVA"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.class::smk")
+# context("ds.class::smk")
 test_that("simple class", {
     res1 <- ds.class("D$LAB_TSC")
 
@@ -51,7 +52,7 @@ test_that("simple class", {
 # Done
 #
 
-context("ds.class::smk::shutdown")
+# context("ds.class::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.class::smk::done")
+# context("ds.class::smk::done")
diff --git a/tests/testthat/test-smk-ds.colnames.R b/tests/testthat/test-smk-ds.colnames.R
index 7207adc3..e93e37bb 100644
--- a/tests/testthat/test-smk-ds.colnames.R
+++ b/tests/testthat/test-smk-ds.colnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.colnames::smk::setup")
+# context("ds.colnames::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.colnames::smk")
+# context("ds.colnames::smk")
 test_that("simple colnames", {
     myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")
     ds.dataFrame(x=myvectors, newobj="new_df")
@@ -47,7 +48,7 @@ test_that("simple colnames", {
 # Done
 #
 
-context("ds.colnames::smk::shutdown")
+# context("ds.colnames::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "new_df"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.colnames::smk::done")
+# context("ds.colnames::smk::done")
diff --git a/tests/testthat/test-smk-ds.completeCases-vectors.R b/tests/testthat/test-smk-ds.completeCases-vectors.R
index 8810876e..86ba71eb 100644
--- a/tests/testthat/test-smk-ds.completeCases-vectors.R
+++ b/tests/testthat/test-smk-ds.completeCases-vectors.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.completeCases::smk::vector::setup")
+# context("ds.completeCases::smk::vector::setup")
 
 connect.studies.dataset.survival(list('id', 'study.id', 'time.id', 'starttime', 'endtime', 'survtime', 'cens', 'age.60', 'female', 'noise.56', 'pm10.16', 'bmi.26'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.completeCases::smk::vector::numeric")
+# context("ds.completeCases::smk::vector::numeric")
 test_that("completeCases vector", {
     ds.c("D$survtime", newobj="vec_n")
 
@@ -79,7 +80,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::integer")
+# context("ds.completeCases::smk::vector::integer")
 test_that("completeCases vector", {
     ds.asInteger("D$age.60", newobj="vec_i")
 
@@ -134,7 +135,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::character")
+# context("ds.completeCases::smk::vector::character")
 test_that("completeCases vector", {
     ds.asCharacter("D$age.60", newobj="vec_c")
 
@@ -189,7 +190,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::logical")
+# context("ds.completeCases::smk::vector::logical")
 test_that("completeCases vector", {
     ds.asLogical("D$age.60", newobj="vec_l")
 
@@ -244,7 +245,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::factor")
+# context("ds.completeCases::smk::vector::factor")
 test_that("completeCases vector", {
     ds.c("D$female", newobj="vec_f")
 
@@ -303,7 +304,7 @@ test_that("completeCases vector", {
 # Done
 #
 
-context("ds.completeCases::smk::vector::shutdown")
+# context("ds.completeCases::smk::vector::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "vec_n", "vec_n_new", "vec_i", "vec_i_new", "vec_c", "vec_c_new", "vec_l", "vec_l_new", "vec_f", "vec_f_new"))
@@ -311,4 +312,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.completeCases::smk::done")
+# context("ds.completeCases::smk::done")
diff --git a/tests/testthat/test-smk-ds.completeCases.R b/tests/testthat/test-smk-ds.completeCases.R
index ae55a301..3be25b85 100644
--- a/tests/testthat/test-smk-ds.completeCases.R
+++ b/tests/testthat/test-smk-ds.completeCases.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.completeCases::smk::setup")
+# context("ds.completeCases::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS", "DIS_CVA", "MEDI_LPD", "DIS_DIAB", "DIS_AMI", "GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.completeCases::smk::data.frame")
+# context("ds.completeCases::smk::data.frame")
 test_that("completeCases data.frame", {
     ds.dataFrame(c("D$LAB_TSC", "D$LAB_TRIG", "D$LAB_HDL", "D$LAB_GLUC_ADJUSTED", "D$PM_BMI_CONTINUOUS", "D$DIS_CVA", "D$MEDI_LPD", "D$DIS_DIAB", "D$DIS_AMI", "D$GENDER", "D$PM_BMI_CATEGORICAL"), newobj="df")
 
@@ -81,7 +82,7 @@ test_that("completeCases data.frame", {
     expect_equal(res.df_new.dim$`dimensions of df_new in combined studies`[2], 11)
 })
 
-context("ds.completeCases::smk::matrix")
+# context("ds.completeCases::smk::matrix")
 test_that("completeCases matrix", {
     ds.asDataMatrix("D", newobj="mat")
 
@@ -148,7 +149,7 @@ test_that("completeCases matrix", {
 # Done
 #
 
-context("ds.completeCases::smk::shutdown")
+# context("ds.completeCases::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "df", "df_new", "mat", "mat_new"))
@@ -156,4 +157,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.completeCases::smk::done")
+# context("ds.completeCases::smk::done")
diff --git a/tests/testthat/test-smk-ds.cor.R b/tests/testthat/test-smk-ds.cor.R
index b48c89e4..2c71e21f 100644
--- a/tests/testthat/test-smk-ds.cor.R
+++ b/tests/testthat/test-smk-ds.cor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cor::smk::setup")
+# context("ds.cor::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cor::smk")
+# context("ds.cor::smk")
 
 #test_that("simple test, combine, pairwise.complete", {
 #    res <- ds.cor(x="D$survtime", y="D$time.id", type="combine", naAction="pairwise.complete")
@@ -94,7 +95,7 @@ test_that("simple test, split, casewise.complete", {
 # Done
 #
 
-context("ds.cor::smk::setup::shutdown")
+# context("ds.cor::smk::setup::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -102,4 +103,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cor::smk::setup::done")
+# context("ds.cor::smk::setup::done")
diff --git a/tests/testthat/test-smk-ds.corTest.R b/tests/testthat/test-smk-ds.corTest.R
index 68d3d200..3efa02bf 100644
--- a/tests/testthat/test-smk-ds.corTest.R
+++ b/tests/testthat/test-smk-ds.corTest.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.corTest::smk::setup")
+# context("ds.corTest::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.corTest::smk::pearson")
+# context("ds.corTest::smk::pearson")
 
 test_that("simple test", {
     res <- ds.corTest(x="D$survtime", y="D$time.id", method="pearson", conf.level=0.95)
@@ -56,7 +57,7 @@ test_that("simple test", {
     expect_equal(res$survival3$`Correlation test`[[8]], "x.var and y.var")
 })
 
-context("ds.corTest::smk::kendall")
+# context("ds.corTest::smk::kendall")
 
 test_that("simple test", {
     res <- ds.corTest(x="D$survtime", y="D$time.id", method="kendall", conf.level=0.95)
@@ -88,7 +89,7 @@ test_that("simple test", {
     expect_equal(res$survival3$`Correlation test`[[8]], "x.var and y.var")
 })
 
-context("ds.corTest::smk::spearman")
+# context("ds.corTest::smk::spearman")
 
 test_that("simple test", {
     res <- ds.corTest(x="D$survtime", y="D$time.id", method="spearman", conf.level=0.95)
@@ -124,7 +125,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.corTest::smk::shutdown")
+# context("ds.corTest::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -132,4 +133,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.corTest::smk::done")
+# context("ds.corTest::smk::done")
diff --git a/tests/testthat/test-smk-ds.cov.R b/tests/testthat/test-smk-ds.cov.R
index 216640b1..289215ec 100644
--- a/tests/testthat/test-smk-ds.cov.R
+++ b/tests/testthat/test-smk-ds.cov.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cov::smk::setup")
+# context("ds.cov::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cov::smk")
+# context("ds.cov::smk")
 test_that("simple test, split", {
     res <- ds.cov(x="D$survtime", y="D$time.id", type="split")
 
@@ -67,7 +68,7 @@ test_that("simple test, combine", {
 # Done
 #
 
-context("ds.cov::smk::shutdown")
+# context("ds.cov::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -75,4 +76,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cov::smk::done")
+# context("ds.cov::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrame.R b/tests/testthat/test-smk-ds.dataFrame.R
index 76da6d0a..4740efd0 100644
--- a/tests/testthat/test-smk-ds.dataFrame.R
+++ b/tests/testthat/test-smk-ds.dataFrame.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrame::smk::setup")
+# context("ds.dataFrame::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrame::smk::create a dataframe, from root variables")
+# context("ds.dataFrame::smk::create a dataframe, from root variables")
 test_that("dataframe_exists", {
     ds.assign('D$LAB_TSC', 'LAB_TSC')
     ds.assign('D$LAB_HDL', 'LAB_HDL')
@@ -69,7 +69,7 @@ test_that("dataframe_exists", {
     ds.rm("dataframe.newobj")
 })
 
-context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from root variables")
+# context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from root variables")
 test_that("dataframe_exists, with DataSHIELD.checks", {
     ds.assign('D$LAB_TSC', 'LAB_TSC')
     ds.assign('D$LAB_HDL', 'LAB_HDL')
@@ -108,7 +108,7 @@ test_that("dataframe_exists, with DataSHIELD.checks", {
     ds.rm("dataframe1")
 })
 
-context("ds.dataFrame::smk::create a dataframe, from dataframe variables")
+# context("ds.dataFrame::smk::create a dataframe, from dataframe variables")
 test_that("dataframe_exists, from dataframe variables", {
     vectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     res <- ds.dataFrame(x=vectors)
@@ -146,7 +146,7 @@ test_that("dataframe_exists, from dataframe variables", {
     ds.rm("dataframe.newobj")
 })
 
-context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from dataframe variables")
+# context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from dataframe variables")
 test_that("dataframe_exists, with DataSHIELD.checks, from dataframe variables", {
     vectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     res <- ds.dataFrame(x=vectors, DataSHIELD.checks=TRUE, newobj="dataframe1")
@@ -183,7 +183,7 @@ test_that("dataframe_exists, with DataSHIELD.checks, from dataframe variables",
 # Done
 #
 
-context("ds.dataFrame::smk::shutdown")
+# context("ds.dataFrame::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -191,4 +191,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrame::smk::done")
+# context("ds.dataFrame::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrameFill-donothing.R b/tests/testthat/test-smk-ds.dataFrameFill-donothing.R
index ee4a90ee..f7fa24e5 100644
--- a/tests/testthat/test-smk-ds.dataFrameFill-donothing.R
+++ b/tests/testthat/test-smk-ds.dataFrameFill-donothing.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameFill::smk::donothing setup")
+# context("ds.dataFrameFill::smk::donothing setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameFill::smk::donothing dataframes")
+# context("ds.dataFrameFill::smk::donothing dataframes")
 test_that("dataFrameFill_donothing", {
     colnamesD <- ds.colnames('D')
 
@@ -50,7 +50,7 @@ test_that("dataFrameFill_donothing", {
 # Done
 #
 
-context("ds.dataFrameFill::smk::donothing shutdown")
+# context("ds.dataFrameFill::smk::donothing shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -58,4 +58,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameFill::smk::donothing done")
+# context("ds.dataFrameFill::smk::donothing done")
diff --git a/tests/testthat/test-smk-ds.dataFrameFill-factor.R b/tests/testthat/test-smk-ds.dataFrameFill-factor.R
index 08a23e6a..bc5464dc 100644
--- a/tests/testthat/test-smk-ds.dataFrameFill-factor.R
+++ b/tests/testthat/test-smk-ds.dataFrameFill-factor.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameFill::smk::factor setup")
+# context("ds.dataFrameFill::smk::factor setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'DIS_CVA', 'LAB_HDL', 'DIS_DIAB'))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameFill::smk::factor setup dataframes")
+# context("ds.dataFrameFill::smk::factor setup dataframes")
 test_that("setup", {
     ds_expect_variables(c("D"))
   
@@ -66,7 +66,7 @@ test_that("setup", {
 })
 
 
-context("ds.dataFrameFill::smk::factor extend unfilled dataframes")
+# context("ds.dataFrameFill::smk::factor extend unfilled dataframes")
 test_that("dataFrameFill_exists", {
     res <- ds.dataFrameFill(df.name="DD", newobj="filled_df")
 
@@ -174,7 +174,7 @@ test_that("dataFrameFill_exists", {
 # Done
 #
 
-context("ds.dataFrameFill::smk::factor shutdown")
+# context("ds.dataFrameFill::smk::factor shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "DD", "filled_df"))
@@ -182,4 +182,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameFill::smk::factor done")
+# context("ds.dataFrameFill::smk::factor done")
diff --git a/tests/testthat/test-smk-ds.dataFrameFill.R b/tests/testthat/test-smk-ds.dataFrameFill.R
index cd42e7c3..74bc1c1e 100644
--- a/tests/testthat/test-smk-ds.dataFrameFill.R
+++ b/tests/testthat/test-smk-ds.dataFrameFill.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameFill::smk::setup")
+# context("ds.dataFrameFill::smk::setup")
 
 connect.discordant.dataset.simple(list("A", "B", "C"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameFill::smk::extend unfilled dataframes")
+# context("ds.dataFrameFill::smk::extend unfilled dataframes")
 test_that("dataFrameFill_exists", {
     colnamesD <- ds.colnames('D')
 
@@ -107,7 +107,7 @@ test_that("dataFrameFill_exists", {
 # Done
 #
 
-context("ds.dataFrameFill::smk::shutdown")
+# context("ds.dataFrameFill::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "filled_df"))
@@ -115,4 +115,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("ds.dataFrameFill::smk::done")
+# context("ds.dataFrameFill::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrameSort.R b/tests/testthat/test-smk-ds.dataFrameSort.R
index ef93edbb..805c2b2d 100644
--- a/tests/testthat/test-smk-ds.dataFrameSort.R
+++ b/tests/testthat/test-smk-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSort::smk::setup")
+# context("ds.dataFrameSort::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameSort::smk::create a sorted dataframe")
+# context("ds.dataFrameSort::smk::create a sorted dataframe")
 test_that("dataFrameSort_exists", {
     myvectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     ds.dataFrame(x=myvectors, newobj="unsorted_df")
@@ -47,7 +48,7 @@ test_that("dataFrameSort_exists", {
 # Shutdown
 #
 
-context("ds.dataFrameSort::smk::shutdown")
+# context("ds.dataFrameSort::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unsorted_df", "sorted_df"))
@@ -59,4 +60,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.dataFrameSort::smk::done")
+# context("ds.dataFrameSort::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrameSubset.R b/tests/testthat/test-smk-ds.dataFrameSubset.R
index 5aa69124..0d3fbe68 100644
--- a/tests/testthat/test-smk-ds.dataFrameSubset.R
+++ b/tests/testthat/test-smk-ds.dataFrameSubset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::smk::setup")
+# context("ds.dataFrameSubset::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameSubset::smk::create a subset dataframe")
+# context("ds.dataFrameSubset::smk::create a subset dataframe")
 test_that("dataFrameSubset_exists", {
     myvectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     ds.dataFrame(x=myvectors, newobj="unsubset_df")
@@ -60,7 +61,7 @@ test_that("dataFrameSubset_exists", {
     expect_equal(res$validity.check, "<subset_df> appears valid in all sources")
 })
 
-context("ds.dataFrameSubset::smk::create a subset dataframe, based on scalar")
+# context("ds.dataFrameSubset::smk::create a subset dataframe, based on scalar")
 test_that("dataFrameSubset_exists scalar", {
     myvectors <- c('D$LAB_TSC', 'D$LAB_HDL', 'D$PM_BMI_CATEGORICAL')
     ds.dataFrame(x=myvectors, newobj="unsubset_df")
@@ -100,7 +101,7 @@ test_that("dataFrameSubset_exists scalar", {
 # Done
 #
 
-context("ds.dataFrameSubset::smk::shutdown")
+# context("ds.dataFrameSubset::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unsubset_df", "subset_df"))
@@ -108,4 +109,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameSubset::smk::down")
+# context("ds.dataFrameSubset::smk::down")
diff --git a/tests/testthat/test-smk-ds.dim.R b/tests/testthat/test-smk-ds.dim.R
index c1d1d9b5..3c8caf0e 100644
--- a/tests/testthat/test-smk-ds.dim.R
+++ b/tests/testthat/test-smk-ds.dim.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dim::smk::setup")
+# context("ds.dim::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dim::smk")
+# context("ds.dim::smk")
 test_that("simple dim, both", {
     dim.res <- ds.dim('D', type='both')
 
@@ -43,7 +44,7 @@ test_that("simple dim, both", {
     expect_equal(dim.res$`dimensions of D in combined studies`[[2]], 1)
 })
 
-context("ds.dim::smk")
+# context("ds.dim::smk")
 test_that("simple dim, split", {
     dim.res <- ds.dim('D', type='split')
 
@@ -59,7 +60,7 @@ test_that("simple dim, split", {
     expect_equal(dim.res$`dimensions of D in sim3`[[2]], 1)
 })
 
-context("ds.dim::smk")
+# context("ds.dim::smk")
 test_that("simple dim, combine", {
     dim.res <- ds.dim('D', type='combine')
 
@@ -73,7 +74,7 @@ test_that("simple dim, combine", {
 # Done
 #
 
-context("ds.dim::smk::shutdown")
+# context("ds.dim::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -81,4 +82,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dim::smk::done")
+# context("ds.dim::smk::done")
diff --git a/tests/testthat/test-smk-ds.dmtC2S.R b/tests/testthat/test-smk-ds.dmtC2S.R
index fb56fb43..5a1ba273 100644
--- a/tests/testthat/test-smk-ds.dmtC2S.R
+++ b/tests/testthat/test-smk-ds.dmtC2S.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dmtC2S::smk::setup")
+# context("ds.dmtC2S::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dmtC2S::smk::data.frame")
+# context("ds.dmtC2S::smk::data.frame")
 test_that("simple dmtC2S - data.frame", {
     a <- data.frame(c(1, 2, 3, 4))
     b <- data.frame(c(2, 3, 4, 1))
@@ -44,7 +44,7 @@ test_that("simple dmtC2S - data.frame", {
     expect_true(all(c("data.frame") %in% res.class$sim3))
 })
 
-context("ds.dmtC2S::smk::matrix")
+# context("ds.dmtC2S::smk::matrix")
 test_that("simple dmtC2S - matrix", {
     a <- c(1, 2, 3, 4, 2, 3, 4, 1, 3)
     cm <- matrix(a, nrow = 3, ncol = 3, byrow = TRUE)
@@ -61,7 +61,7 @@ test_that("simple dmtC2S - matrix", {
     expect_true(all(c("matrix", "array") %in% res.class$sim3))
 })
 
-context("ds.dmtC2S::smk::tibble")
+# context("ds.dmtC2S::smk::tibble")
 test_that("simple dmtC2S - tibble", {
     a <- data.frame(c(1, 2, 3, 4))
     b <- data.frame(c(2, 3, 4, 1))
@@ -84,7 +84,7 @@ test_that("simple dmtC2S - tibble", {
 # Done
 #
 
-context("ds.dmtC2S::smk::shutdown")
+# context("ds.dmtC2S::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "dataframe.newobj", "matrix.newobj", "tibble.newobj"))
@@ -92,4 +92,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dmtC2S::smk::done")
+# context("ds.dmtC2S::smk::done")
diff --git a/tests/testthat/test-smk-ds.elspline.R b/tests/testthat/test-smk-ds.elspline.R
index 72753d62..aa8d3d78 100644
--- a/tests/testthat/test-smk-ds.elspline.R
+++ b/tests/testthat/test-smk-ds.elspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.elspline::smk::setup")
+# context("ds.elspline::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.elspline::smk::test1")
+# context("ds.elspline::smk::test1")
 test_that("elspline", {
    
     ds.elspline(x="D$PM_BMI_CONTINUOUS", n=3, newobj="elsplineDS", datasources=ds.test_env$connections)
@@ -74,7 +75,7 @@ test_that("elspline", {
 })
 
 
-context("ds.elspline::smk::test2")
+# context("ds.elspline::smk::test2")
 test_that("elspline", {
     
     ds.elspline(x="D$PM_BMI_CONTINUOUS", n=5, newobj="elsplineDS2", datasources=ds.test_env$connections)
@@ -132,7 +133,7 @@ test_that("elspline", {
 # Done
 #
 
-context("ds.elspline::smk::shutdown")
+# context("ds.elspline::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "elsplineDS", "elsplineDS2", "LAB_TRIG"))
@@ -140,4 +141,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.elspline::smk::done")
+# context("ds.elspline::smk::done")
diff --git a/tests/testthat/test-smk-ds.exists.R b/tests/testthat/test-smk-ds.exists.R
index 4590bbe4..5f95ea24 100644
--- a/tests/testthat/test-smk-ds.exists.R
+++ b/tests/testthat/test-smk-ds.exists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.exists::smk::setup")
+# context("ds.exists::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.exists::smk")
+# context("ds.exists::smk")
 test_that("simple exists", {
     res <- ds.exists("no_exists_obj")
 
@@ -39,7 +40,7 @@ test_that("simple exists", {
 
 
 # ds.exists(...) can't be used to check within environment
-context("ds.exists::smk")
+# context("ds.exists::smk")
 test_that("simple exists, with dollar", {
     res <- ds.exists('D$LAB_TSC')
 
@@ -52,7 +53,7 @@ test_that("simple exists, with dollar", {
     expect_equal(res$sim3, FALSE)
 })
 
-context("ds.exists::smk")
+# context("ds.exists::smk")
 test_that("simple exists", {
     ds.assign('D$LAB_TSC', 'exists_obj')
 
@@ -71,7 +72,7 @@ test_that("simple exists", {
 # Done
 #
 
-context("ds.exists::smk::shutdown")
+# context("ds.exists::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "exists_obj"))
@@ -79,4 +80,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.exists::smk::done")
+# context("ds.exists::smk::done")
diff --git a/tests/testthat/test-smk-ds.exp.R b/tests/testthat/test-smk-ds.exp.R
index af09ede6..fa850fb8 100644
--- a/tests/testthat/test-smk-ds.exp.R
+++ b/tests/testthat/test-smk-ds.exp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.exp::smk::setup")
+# context("ds.exp::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.exp::smk")
+# context("ds.exp::smk")
 test_that("simple exp", {
     res1 <- ds.exp("D$LAB_TSC", newobj="exp1_obj")
 
@@ -81,7 +82,7 @@ test_that("simple exp", {
 # Done
 #
 
-context("ds.exp::smk::shutdown")
+# context("ds.exp::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "exp1_obj", "new_data", "exp2_obj"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.exp::smk::done")
+# context("ds.exp::smk::done")
diff --git a/tests/testthat/test-smk-ds.gamlss.R b/tests/testthat/test-smk-ds.gamlss.R
index c9c084e4..1e4ad232 100644
--- a/tests/testthat/test-smk-ds.gamlss.R
+++ b/tests/testthat/test-smk-ds.gamlss.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.gamlss::smk::setup")
+# context("ds.gamlss::smk::setup")
 
 connect.studies.dataset.gamlss(list("e3_bw", "e3_gac_None", "hs_zbmi_who", "hs_child_age_None",
                                     "h_mbmi_None", "hs_correct_raven", "hs_wgtgain_None"))
@@ -25,7 +26,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.gamlss::smk::mod1")
+# context("ds.gamlss::smk::mod1")
 test_that("gamlss, birth weight", {
     model_e3_bw.DS <- ds.gamlss(formula = 'e3_bw ~ e3_gac_None',
                               sigma.formula = 'e3_bw ~ e3_gac_None',
@@ -111,7 +112,7 @@ test_that("gamlss, birth weight", {
     expect_equal(as.numeric(model_e3_bw.DS$study1$centiles[9,'per']), 99.3410214, tolerance=1e-7)
 })
 
-context("ds.gamlss::smk::mod2")
+# context("ds.gamlss::smk::mod2")
 test_that("gamlss, Z BMI", {
   model_zbmi_who.DS <- ds.gamlss(formula = 'hs_zbmi_who ~ hs_child_age_None+h_mbmi_None',
                                  sigma.formula = 'hs_zbmi_who ~ hs_child_age_None',
@@ -199,7 +200,7 @@ test_that("gamlss, Z BMI", {
 })
 
 
-context("ds.gamlss::smk::mod3")
+# context("ds.gamlss::smk::mod3")
 test_that("gamlss, RAVEN TEST", {
 
   ds.dataFrameSort(df.name = 'D', sort.key.name = 'D$hs_correct_raven', newobj = 'D2')
@@ -291,7 +292,7 @@ test_that("gamlss, RAVEN TEST", {
   expect_equal(as.numeric(model_correct_raven.DS$study1$centiles[9,'per']), 100.000000, tolerance=1e-7)
 })
 
-context("ds.gamlss::smk::mod4")
+# context("ds.gamlss::smk::mod4")
 test_that("gamlss, WEIGHT GAIN", {
   model_wgtgain.DS <- ds.gamlss(formula = 'hs_wgtgain_None ~ (e3_bw)',
                                 sigma.formula = 'hs_wgtgain_None ~ (e3_bw)',
@@ -381,7 +382,7 @@ test_that("gamlss, WEIGHT GAIN", {
 # Done
 #
 
-context("ds.gamlss::smk::shutdown")
+# context("ds.gamlss::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "D2", "z_scores_e3_bw", "z_scores_hs_correct_raven", "z_scores_hs_wgtgain_None",
@@ -390,4 +391,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.gamlss()
 
-context("ds.gamlss::smk::done")
+# context("ds.gamlss::smk::done")
diff --git a/tests/testthat/test-smk-ds.getWGSR.R b/tests/testthat/test-smk-ds.getWGSR.R
index b11e5999..c5034a71 100644
--- a/tests/testthat/test-smk-ds.getWGSR.R
+++ b/tests/testthat/test-smk-ds.getWGSR.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.getWGSR::smk::setup")
+# context("ds.getWGSR::smk::setup")
 
 connect.studies.dataset.anthro(list("age", "sex", "weight", "height", "muac"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.getWGSR::smk")
+# context("ds.getWGSR::smk")
 test_that("simple getWGSR", {
     res <- ds.getWGSR('D$sex', 'D$weight', 'D$height', 'wfh', newobj='newobj.getwgsr')
 
@@ -61,7 +62,7 @@ test_that("simple getWGSR", {
 # Done
 #
 
-context("ds.getWGSR::smk::shutdown")
+# context("ds.getWGSR::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "newobj.getwgsr"))
@@ -69,4 +70,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.getWGSR::smk::done")
+# context("ds.getWGSR::smk::done")
diff --git a/tests/testthat/test-smk-ds.glm-binomial.R b/tests/testthat/test-smk-ds.glm-binomial.R
index 133a93e1..666188ef 100644
--- a/tests/testthat/test-smk-ds.glm-binomial.R
+++ b/tests/testthat/test-smk-ds.glm-binomial.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glm::smk::binomial::setup")
+# context("ds.glm::smk::binomial::setup")
 
 connect.studies.dataset.cnsim(list("DIS_DIAB", "GENDER", "PM_BMI_CONTINUOUS", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glm::smk::binomial")
+# context("ds.glm::smk::binomial")
 test_that("glm_binomial", {
     res <- ds.glm('D$DIS_DIAB~D$GENDER*D$PM_BMI_CONTINUOUS+D$LAB_HDL', family="binomial", checks=FALSE)
 
@@ -50,7 +51,7 @@ test_that("glm_binomial", {
     expect_equal(res$output.information, "SEE TOP OF OUTPUT FOR INFORMATION ON MISSING DATA AND ERROR MESSAGES")
 })
 
-context("ds.glm::smk::binomial, with check")
+# context("ds.glm::smk::binomial, with check")
 test_that("glm_binomial, with check", {
     expect_warning(res <- ds.glm('D$DIS_DIAB~D$GENDER*D$PM_BMI_CONTINUOUS+D$LAB_HDL', family="binomial", checks=TRUE), "NAs introduced by coercion")
 
@@ -80,7 +81,7 @@ test_that("glm_binomial, with check", {
 # Done
 #
 
-context("ds.glm::smk::binomial::shutdown")
+# context("ds.glm::smk::binomial::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "DIS_DIAB", "GENDER", "LAB_HDL", "PM_BMI_CONTINUOUS"))
@@ -88,4 +89,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.glm::smk::binomial::done")
+# context("ds.glm::smk::binomial::done")
diff --git a/tests/testthat/test-smk-ds.glm-gaussian.R b/tests/testthat/test-smk-ds.glm-gaussian.R
index f482d54b..569fbdd9 100644
--- a/tests/testthat/test-smk-ds.glm-gaussian.R
+++ b/tests/testthat/test-smk-ds.glm-gaussian.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glm::smk::gaussian::setup")
+# context("ds.glm::smk::gaussian::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glm::smk::gaussian")
+# context("ds.glm::smk::gaussian")
 test_that("glm_gaussian", {
     res <- ds.glm('D$LAB_TSC~D$LAB_TRIG',family="gaussian",checks=FALSE)
 
@@ -50,7 +51,7 @@ test_that("glm_gaussian", {
     expect_equal(res$output.information, "SEE TOP OF OUTPUT FOR INFORMATION ON MISSING DATA AND ERROR MESSAGES")
 })
 
-context("ds.glm::smk::gaussian, with check")
+# context("ds.glm::smk::gaussian, with check")
 test_that("glm_gaussian, with check", {
     expect_warning(res <- ds.glm('D$LAB_TSC~D$LAB_TRIG', family="gaussian", checks=TRUE), "NAs introduced by coercion")
 
@@ -80,7 +81,7 @@ test_that("glm_gaussian, with check", {
 # Done
 #
 
-context("ds.glm::smk::gaussian::shutdown")
+# context("ds.glm::smk::gaussian::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "LAB_TSC"))
@@ -88,4 +89,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.glm::smk::gaussian::done")
+# context("ds.glm::smk::gaussian::done")
diff --git a/tests/testthat/test-smk-ds.glm-poisson.R b/tests/testthat/test-smk-ds.glm-poisson.R
index a8385bfb..19c56ebc 100644
--- a/tests/testthat/test-smk-ds.glm-poisson.R
+++ b/tests/testthat/test-smk-ds.glm-poisson.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glm::smk::poisson::setup")
+# context("ds.glm::smk::poisson::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glm::smk::poisson")
+# context("ds.glm::smk::poisson")
 test_that("glm_gaussian", {
     res <- ds.glm("D$survtime~1+D$time.id+D$female", family="poisson", checks=FALSE)
 
@@ -50,7 +51,7 @@ test_that("glm_gaussian", {
     expect_equal(res$output.information, "SEE TOP OF OUTPUT FOR INFORMATION ON MISSING DATA AND ERROR MESSAGES")
 })
 
-context("ds.glm::smk::poisson, with check")
+# context("ds.glm::smk::poisson, with check")
 test_that("glm_gaussian, which check", {
     expect_warning(res <- ds.glm("D$survtime~1+D$time.id+D$female", family="poisson", checks=TRUE), "NAs introduced by coercion")
 
@@ -80,7 +81,7 @@ test_that("glm_gaussian, which check", {
 # Done
 #
 
-context("ds.glm::smk::poisson::shutdown")
+# context("ds.glm::smk::poisson::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "female", "survtime", "time.id"))
@@ -88,4 +89,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.glm::smk::poisson::done")
+# context("ds.glm::smk::poisson::done")
diff --git a/tests/testthat/test-smk-ds.glmPredict-binomial.R b/tests/testthat/test-smk-ds.glmPredict-binomial.R
index 59ec5438..12570b9c 100644
--- a/tests/testthat/test-smk-ds.glmPredict-binomial.R
+++ b/tests/testthat/test-smk-ds.glmPredict-binomial.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmPredict::smk::binomial::setup")
+# context("ds.glmPredict::smk::binomial::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmPredict::smk::binomial::without_newobj")
+# context("ds.glmPredict::smk::binomial::without_newobj")
 test_that("simple glmPredict, binomial, without newobj, se.fit=FALSE",{
   glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
   
@@ -106,7 +107,7 @@ test_that("simple glmPredict, binomial, without newobj, se.fit=FALSE",{
   
 })
 
-context("ds.glmPredict::smk::binomial::with_newobj")
+# context("ds.glmPredict::smk::binomial::with_newobj")
 test_that("simple glmPredict, binomial, with newobj, se.fit=FALSE", {
     glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
     
@@ -187,7 +188,7 @@ test_that("simple glmPredict, binomial, with newobj, se.fit=FALSE", {
     expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 0.029020811, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::binomial::sefit_true")
+# context("ds.glmPredict::smk::binomial::sefit_true")
 test_that("simple glmPredict, binomial, with newobj, se.fit=TRUE", {
   glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
   
@@ -318,7 +319,7 @@ test_that("simple glmPredict, binomial, with newobj, se.fit=TRUE", {
 # Shutdown
 #
 
-context("ds.glmPredict::smk::binomial::shutdown")
+# context("ds.glmPredict::smk::binomial::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "binomial.glmslma.obj", "binomial.glm.predict.obj", "binomial.glm.predict.sefit.obj", "predict_glm" ))
@@ -330,4 +331,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmPredict::smk::binomial::done")
+# context("ds.glmPredict::smk::binomial::done")
diff --git a/tests/testthat/test-smk-ds.glmPredict-gaussian.R b/tests/testthat/test-smk-ds.glmPredict-gaussian.R
index e810f118..934aba3e 100644
--- a/tests/testthat/test-smk-ds.glmPredict-gaussian.R
+++ b/tests/testthat/test-smk-ds.glmPredict-gaussian.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmPredict::smk::gaussian::setup")
+# context("ds.glmPredict::smk::gaussian::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.glmPredict::smk::gaussian::without_newobj")
+# context("ds.glmPredict::smk::gaussian::without_newobj")
 test_that("simple glmPredict, gaussian, without newobj, se.fit=FALSE",{
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
 
@@ -104,7 +105,7 @@ test_that("simple glmPredict, gaussian, without newobj, se.fit=FALSE",{
     expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.054574, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::gaussian::with_newobj")
+# context("ds.glmPredict::smk::gaussian::with_newobj")
 test_that("simple glmPredict, gaussian, with newobj, se.fit=FALSE", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
 
@@ -185,7 +186,7 @@ test_that("simple glmPredict, gaussian, with newobj, se.fit=FALSE", {
     expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.054574, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::gaussian::sefit_true")
+# context("ds.glmPredict::smk::gaussian::sefit_true")
 test_that("simple glmPredict, gaussian, with newobj, se.fit=TRUE", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
     
@@ -316,7 +317,7 @@ test_that("simple glmPredict, gaussian, with newobj, se.fit=TRUE", {
 # Shutdown
 #
 
-context("ds.glmPredict::smk::gaussian::shutdown")
+# context("ds.glmPredict::smk::gaussian::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "gaussian.glm.predict.obj", "gaussian.glm.predict.sefit.obj", "gaussian.glmslma.obj", "predict_glm" ))
@@ -328,4 +329,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmPredict::smk::gaussian::done")
+# context("ds.glmPredict::smk::gaussian::done")
diff --git a/tests/testthat/test-smk-ds.glmPredict-poisson.R b/tests/testthat/test-smk-ds.glmPredict-poisson.R
index 83a0af2b..d8f830c1 100644
--- a/tests/testthat/test-smk-ds.glmPredict-poisson.R
+++ b/tests/testthat/test-smk-ds.glmPredict-poisson.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmPredict::smk::poisson::setup")
+# context("ds.glmPredict::smk::poisson::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmPredict::smk::poisson::without_newobj")
+# context("ds.glmPredict::smk::poisson::without_newobj")
 test_that("simple glmPredict, poisson, without newobj, se.fit=FALSE", {
   glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
   
@@ -105,7 +106,7 @@ test_that("simple glmPredict, poisson, without newobj, se.fit=FALSE", {
   expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.056664, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::poisson::with_newobj")
+# context("ds.glmPredict::smk::poisson::with_newobj")
 test_that("simple glmPredict, poisson, with newobj, se.fit=FALSE", {
   glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
   
@@ -186,7 +187,7 @@ test_that("simple glmPredict, poisson, with newobj, se.fit=FALSE", {
   expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.056664, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::poisson::sefit_true")
+# context("ds.glmPredict::smk::poisson::sefit_true")
 test_that("simple glmPredict, poisson, with newobj, se.fit=TRUE", {
   glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
   
@@ -316,7 +317,7 @@ test_that("simple glmPredict, poisson, with newobj, se.fit=TRUE", {
 # Shutdown
 #
 
-context("ds.glmPredict::smk::poisson::shutdown")
+# context("ds.glmPredict::smk::poisson::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "poisson.glm.predict.obj", "poisson.glm.predict.sefit.obj", "poisson.glmslma.obj", "predict_glm" ))
@@ -328,4 +329,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmPredict::smk::poisson::done")
+# context("ds.glmPredict::smk::poisson::done")
diff --git a/tests/testthat/test-smk-ds.glmSLMA.R b/tests/testthat/test-smk-ds.glmSLMA.R
index 37532ba4..b0769bfd 100644
--- a/tests/testthat/test-smk-ds.glmSLMA.R
+++ b/tests/testthat/test-smk-ds.glmSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmSLMA::smk::setup")
+# context("ds.glmSLMA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "MEDI_LPD", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmSLMA::smk::gaussian")
+# context("ds.glmSLMA::smk::gaussian")
 test_that("simple glmSLMA, gaussian", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian")
 
@@ -77,7 +78,7 @@ test_that("simple glmSLMA, gaussian", {
     expect_equal(glmSLMA.res$validity.check, "<new.glm.obj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::gaussian-assigned")
+# context("ds.glmSLMA::smk::gaussian-assigned")
 test_that("simple glmSLMA, gaussian-assigned", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="glmSLMA_1.newobj")
     
@@ -130,7 +131,7 @@ test_that("simple glmSLMA, gaussian-assigned", {
     expect_equal(glmSLMA.res$validity.check, "<glmSLMA_1.newobj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::binomial")
+# context("ds.glmSLMA::smk::binomial")
 test_that("simple glmSLMA, binomial", {
     ds.asCharacter('D$MEDI_LPD', 'str.medi.lpd')
     ds.asNumeric('str.medi.lpd', 'num.medi.lpd')
@@ -190,7 +191,7 @@ test_that("simple glmSLMA, binomial", {
     expect_equal(glmSLMA.res$validity.check, "<new.glm.obj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::binomial-assigned")
+# context("ds.glmSLMA::smk::binomial-assigned")
 test_that("simple glmSLMA, binomial-assigned", {
     ds.asCharacter('D$MEDI_LPD', 'str.medi.lpd')
     ds.asNumeric('str.medi.lpd', 'num.medi.lpd')
@@ -250,7 +251,7 @@ test_that("simple glmSLMA, binomial-assigned", {
     expect_equal(glmSLMA.res$validity.check, "<glmSLMA_2.newobj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::poisson")
+# context("ds.glmSLMA::smk::poisson")
 test_that("simple glmSLMA, poisson", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson")
 
@@ -303,7 +304,7 @@ test_that("simple glmSLMA, poisson", {
     expect_equal(glmSLMA.res$validity.check, "<new.glm.obj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::poisson-assigned")
+# context("ds.glmSLMA::smk::poisson-assigned")
 test_that("simple glmSLMA, poisson-assigned", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="glmSLMA_3.newobj")
 
@@ -360,7 +361,7 @@ test_that("simple glmSLMA, poisson-assigned", {
 # Done
 #
 
-context("ds.glmSLMA::smk::shutdown")
+# context("ds.glmSLMA::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "new.glm.obj", "glmSLMA_1.newobj", "glmSLMA_2.newobj", "glmSLMA_3.newobj", "num.medi.lpd", "num.dis.diab", "num.gender", "str.medi.lpd", "str.dis.diab", "str.gender"))
@@ -369,4 +370,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.glmSLMA::smk::done")
+# context("ds.glmSLMA::smk::done")
diff --git a/tests/testthat/test-smk-ds.glmSummary.R b/tests/testthat/test-smk-ds.glmSummary.R
index 68efb105..c6a827df 100644
--- a/tests/testthat/test-smk-ds.glmSummary.R
+++ b/tests/testthat/test-smk-ds.glmSummary.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmSummary::smk::setup")
+# context("ds.glmSummary::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmSummary::smk::gaussian")
+# context("ds.glmSummary::smk::gaussian")
 test_that("simple glmSummary, gaussian, without newobj", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
 
@@ -87,7 +88,7 @@ test_that("simple glmSummary, gaussian", {
     expect_equal(class(res$sim3$glm.summary.obj), 'summary.glm')
 })
 
-context("ds.glmSummary::smk::poisson")
+# context("ds.glmSummary::smk::poisson")
 test_that("simple glmSummary, poisson, without newobj", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
 
@@ -154,7 +155,7 @@ test_that("simple glmSummary, poisson", {
 # Shutdown
 #
 
-context("ds.glmSummary::smk::shutdown")
+# context("ds.glmSummary::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "gaussian.glmslma.obj", "gaussian.glmsummary.obj", "poisson.glmslma.obj", "poisson.glmsummary.obj", "summary_glm.newobj"))
@@ -166,4 +167,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmSummary::smk::done")
+# context("ds.glmSummary::smk::done")
diff --git a/tests/testthat/test-smk-ds.glmerSLMA.R b/tests/testthat/test-smk-ds.glmerSLMA.R
index 0d972006..4ad25a02 100644
--- a/tests/testthat/test-smk-ds.glmerSLMA.R
+++ b/tests/testthat/test-smk-ds.glmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up Phase 1
 #
 
-context("ds.glmerSLMA::smk::setup - phase 1")
+# context("ds.glmerSLMA::smk::setup - phase 1")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests Phase 1
 #
 
-context("ds.glmerSLMA::smk::phase 1")
+# context("ds.glmerSLMA::smk::phase 1")
 test_that("simple glmerSLMA tesing (mis)use of arguments", {
     res = ds.glmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor)', family='poisson', dataName = "D", start_theta = c(1))
     expect_length(res, 8)
@@ -74,7 +75,7 @@ test_that("simple glmerSLMA with assign=TRUE", {
 # Shutdown phase 1
 #
 
-context("ds.glmerSLMA::smk::shutdown - phase 1")
+# context("ds.glmerSLMA::smk::shutdown - phase 1")
 
 test_that("setup", {
   #note the offset and weights objects below are artefacts 
@@ -87,7 +88,7 @@ disconnect.studies.dataset.cluster.int()
 # Set up phase 2
 #
 
-context("ds.glmerSLMA::smk::setup - phase 2")
+# context("ds.glmerSLMA::smk::setup - phase 2")
 
 connect.studies.dataset.cluster.slo(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -99,7 +100,7 @@ test_that("setup", {
 # Tests phase 2
 #
 
-context("ds.glmerSLMA::smk::test - phase 2")
+# context("ds.glmerSLMA::smk::test - phase 2")
 
 test_that("check slope formulae - 1", {
     res = ds.glmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor) + (1|idSurgery) + (0+trtGrp|idSurgery)', family='poisson', dataName = 'D', control_type = 'check.conv.grad', control_value = 0.1)
@@ -249,7 +250,7 @@ test_that("check slope formulae - 2", {
 # Shutdown phase 2
 #
 
-context("ds.glmerSLMA::smk::shutdown - phase 2")
+# context("ds.glmerSLMA::smk::shutdown - phase 2")
 
 test_that("setup", {
     ds_expect_variables(c("D", "offset", "weights"))
@@ -261,4 +262,4 @@ disconnect.studies.dataset.cluster.slo()
 # Done
 #
 
-context("ds.glmerSLMA::smk::done")
+# context("ds.glmerSLMA::smk::done")
diff --git a/tests/testthat/test-smk-ds.hetcor.R b/tests/testthat/test-smk-ds.hetcor.R
index 7d029fb3..906c1cdd 100644
--- a/tests/testthat/test-smk-ds.hetcor.R
+++ b/tests/testthat/test-smk-ds.hetcor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.hetcor::smk::setup")
+# context("ds.hetcor::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS", "DIS_CVA", "MEDI_LPD", "DIS_DIAB", "DIS_AMI", "GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.hetcor::smk::test1")
+# context("ds.hetcor::smk::test1")
 test_that("hetcor", {
     ds.dataFrame(c("D$LAB_TSC", "D$LAB_TRIG", "D$LAB_HDL", "D$LAB_GLUC_ADJUSTED", "D$PM_BMI_CONTINUOUS", "D$DIS_CVA", "D$MEDI_LPD", "D$DIS_DIAB", "D$DIS_AMI", "D$GENDER", "D$PM_BMI_CATEGORICAL"), newobj="df")
 
@@ -177,7 +178,7 @@ test_that("hetcor", {
 # Done
 #
 
-context("ds.hetcor::smk::shutdown")
+# context("ds.hetcor::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "df"))
@@ -185,4 +186,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.hetcor::smk::done")
+# context("ds.hetcor::smk::done")
diff --git a/tests/testthat/test-smk-ds.isNA.R b/tests/testthat/test-smk-ds.isNA.R
index fb721374..a0419eff 100644
--- a/tests/testthat/test-smk-ds.isNA.R
+++ b/tests/testthat/test-smk-ds.isNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.isNA::smk::setup")
+# context("ds.isNA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.isNA::smk")
+# context("ds.isNA::smk")
 res <- ds.isNA(x='D$LAB_HDL')
 test_that("isNA", {
     expect_false(res$sim1)
@@ -36,7 +37,7 @@ test_that("isNA", {
 # Tear down
 #
 
-context("ds.isNA::smk::shutdown")
+# context("ds.isNA::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,5 +45,5 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.isNA::smk::done")
+# context("ds.isNA::smk::done")
 
diff --git a/tests/testthat/test-smk-ds.isValid.R b/tests/testthat/test-smk-ds.isValid.R
index 302412ba..59b72dcc 100644
--- a/tests/testthat/test-smk-ds.isValid.R
+++ b/tests/testthat/test-smk-ds.isValid.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.isValid::smk::setup")
+# context("ds.isValid::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.isValid::smk")
+# context("ds.isValid::smk")
 test_that("isValid", {
     res1 <- ds.isValid(x='D$LAB_TSC')
 
@@ -55,7 +56,7 @@ test_that("isValid", {
 # Tear down
 #
 
-context("ds.isValid::smk::shutdown")
+# context("ds.isValid::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -63,4 +64,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.isValid::smk::done")
+# context("ds.isValid::smk::done")
diff --git a/tests/testthat/test-smk-ds.kurtosis.R b/tests/testthat/test-smk-ds.kurtosis.R
index 76cedb04..297f87e4 100644
--- a/tests/testthat/test-smk-ds.kurtosis.R
+++ b/tests/testthat/test-smk-ds.kurtosis.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.kurtosis::smk::setup")
+# context("ds.kurtosis::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS"))
 
@@ -27,7 +27,7 @@ test_that("setup", {
 
 # Method 1
 
-context("ds.kurtosis::smk::method 1::split")
+# context("ds.kurtosis::smk::method 1::split")
 test_that("simple kurtosis, method 1, split, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 1, type='split')
 
@@ -128,7 +128,7 @@ test_that("simple kurtosis, method 1, split, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 1::combine")
+# context("ds.kurtosis::smk::method 1::combine")
 test_that("simple kurtosis, combine, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 1, type='combine')
 
@@ -199,7 +199,7 @@ test_that("simple kurtosis, method 1, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 1::both")
+# context("ds.kurtosis::smk::method 1::both")
 test_that("simple kurtosis, both, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 1, type='both')
 
@@ -342,7 +342,7 @@ test_that("simple kurtosis, method 1, both, on PM_BMI_CONTINUOUS", {
 
 # Method 2
 
-context("ds.kurtosis::smk::method 2::split")
+# context("ds.kurtosis::smk::method 2::split")
 test_that("simple kurtosis, method 2, split, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 2, type='split')
 
@@ -443,7 +443,7 @@ test_that("simple kurtosis, method 2, split, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 2::combine")
+# context("ds.kurtosis::smk::method 2::combine")
 test_that("simple kurtosis, combine, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 2, type='combine')
 
@@ -514,7 +514,7 @@ test_that("simple kurtosis, method 2, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 2::both")
+# context("ds.kurtosis::smk::method 2::both")
 test_that("simple kurtosis, both, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 2, type='both')
 
@@ -657,7 +657,7 @@ test_that("simple kurtosis, method 2, both, on PM_BMI_CONTINUOUS", {
 
 # Method 3
 
-context("ds.kurtosis::smk::method 3::split")
+# context("ds.kurtosis::smk::method 3::split")
 test_that("simple kurtosis, method 3, split, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 3, type='split')
 
@@ -758,7 +758,7 @@ test_that("simple kurtosis, method 3, split, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 3::combine")
+# context("ds.kurtosis::smk::method 3::combine")
 test_that("simple kurtosis, combine, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 3, type='combine')
 
@@ -829,7 +829,7 @@ test_that("simple kurtosis, method 3, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 3::both")
+# context("ds.kurtosis::smk::method 3::both")
 test_that("simple kurtosis, both, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 3, type='both')
 
@@ -974,7 +974,7 @@ test_that("simple kurtosis, method 3, both, on PM_BMI_CONTINUOUS", {
 # Done
 #
 
-context("ds.kurtosis::smk::shutdown")
+# context("ds.kurtosis::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -982,4 +982,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.kurtosis::smk::done")
+# context("ds.kurtosis::smk::done")
diff --git a/tests/testthat/test-smk-ds.length.R b/tests/testthat/test-smk-ds.length.R
index 58d85b33..b7c9bd76 100644
--- a/tests/testthat/test-smk-ds.length.R
+++ b/tests/testthat/test-smk-ds.length.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.length::smk::setup")
+# context("ds.length::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.length::smk")
+# context("ds.length::smk")
 test_that("basic length, both", {
     res.length <- ds.length('D$LAB_TSC', type='both')
 
@@ -81,7 +82,7 @@ test_that("basic length, combine", {
 # Done
 #
 
-context("ds.length::smk::shutdown")
+# context("ds.length::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.length::smk::done")
+# context("ds.length::smk::done")
diff --git a/tests/testthat/test-smk-ds.levels.R b/tests/testthat/test-smk-ds.levels.R
index cc262a1e..02275893 100644
--- a/tests/testthat/test-smk-ds.levels.R
+++ b/tests/testthat/test-smk-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.levels::smk::setup")
+# context("ds.levels::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.levels::smk")
+# context("ds.levels::smk")
 test_that("simple levels", {
     ds.asFactor("D$GENDER", newobj.name = "gender")
 
@@ -51,7 +52,7 @@ test_that("simple levels", {
     expect_equal(res$sim3$Levels[2], "1")
 })
 
-context("ds.levels::smk")
+# context("ds.levels::smk")
 test_that("simple levels", {
     ds.asFactor("D$PM_BMI_CATEGORICAL", newobj.name = "pm_bmi_categorical")
 
@@ -85,7 +86,7 @@ test_that("simple levels", {
 # Done
 #
 
-context("ds.levels::smk::shutdown")
+# context("ds.levels::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "gender", "pm_bmi_categorical"))
@@ -93,5 +94,5 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.levels::smk::done")
+# context("ds.levels::smk::done")
 
diff --git a/tests/testthat/test-smk-ds.lexis.R b/tests/testthat/test-smk-ds.lexis.R
index 2ad3b717..c0c30233 100644
--- a/tests/testthat/test-smk-ds.lexis.R
+++ b/tests/testthat/test-smk-ds.lexis.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.lexis::smk::setup")
+# context("ds.lexis::smk::setup")
 
 connect.studies.dataset.survival(list("id", "starttime", "endtime", "cens", "age.60"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lexis::smk")
+# context("ds.lexis::smk")
 test_that("simple lexis", {
     res <- ds.lexis(data='D', intervalWidth = c(1.0, 1.5, 2.5), idCol = 'D$id', entryCol = 'D$starttime', exitCol = 'D$endtime', statusCol = 'D$cens', variables = c('D$age.60'), expandDF = 'EM.new')
 
@@ -55,7 +55,7 @@ test_that("simple lexis", {
 # Done
 #
 
-context("ds.lexis::smk::shutdown")
+# context("ds.lexis::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "EM.new", "messageobj"))
@@ -63,4 +63,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.lexis::smk::done")
+# context("ds.lexis::smk::done")
diff --git a/tests/testthat/test-smk-ds.list.R b/tests/testthat/test-smk-ds.list.R
index d369bedf..85ff10d8 100644
--- a/tests/testthat/test-smk-ds.list.R
+++ b/tests/testthat/test-smk-ds.list.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.list::smk::setup")
+# context("ds.list::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.list::smk")
+# context("ds.list::smk")
 test_that("Is List", {
   myobjects <- c('D$LAB_TSC', 'D$LAB_HDL')
   res <- ds.list(x=myobjects, newobj='my_newobj')
@@ -72,7 +73,7 @@ test_that("Is List", {
 # Tear down
 #
 
-context("ds.list::smk::shutdown")
+# context("ds.list::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "my_newobj"))
@@ -80,4 +81,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.list::smk::down")
+# context("ds.list::smk::down")
diff --git a/tests/testthat/test-smk-ds.listClientsideFunctions.R b/tests/testthat/test-smk-ds.listClientsideFunctions.R
index 31b053eb..befb7324 100644
--- a/tests/testthat/test-smk-ds.listClientsideFunctions.R
+++ b/tests/testthat/test-smk-ds.listClientsideFunctions.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.listClientsideFunctions::smk::setup")
+# context("ds.listClientsideFunctions::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listClientsideFunctions::smk::check results")
+# context("ds.listClientsideFunctions::smk::check results")
 test_that("check results", {
     output <- list(
         "ds.abs",
@@ -152,7 +152,7 @@ test_that("check results", {
 # Done
 #
 
-context("ds.listClientsideFunctions::smk::shutdown")
+# context("ds.listClientsideFunctions::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -160,4 +160,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.listClientsideFunctions::smk::done")
+# context("ds.listClientsideFunctions::smk::done")
diff --git a/tests/testthat/test-smk-ds.listDisclosureSettings.R b/tests/testthat/test-smk-ds.listDisclosureSettings.R
index e1b13695..2d8e3484 100644
--- a/tests/testthat/test-smk-ds.listDisclosureSettings.R
+++ b/tests/testthat/test-smk-ds.listDisclosureSettings.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.listDisclosureSettings::smk::setup")
+# context("ds.listDisclosureSettings::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listDisclosureSettings::smk::check results")
+# context("ds.listDisclosureSettings::smk::check results")
 test_that("check results", {
     res <- ds.listDisclosureSettings()
 
@@ -78,7 +79,7 @@ test_that("check results", {
 # Done
 #
 
-context("ds.listDisclosureSettings::smk::shutdown")
+# context("ds.listDisclosureSettings::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -86,4 +87,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.listDisclosureSettings::smk::down")
+# context("ds.listDisclosureSettings::smk::down")
diff --git a/tests/testthat/test-smk-ds.listServersideFunctions.R b/tests/testthat/test-smk-ds.listServersideFunctions.R
index 4e098b12..0e3221fb 100644
--- a/tests/testthat/test-smk-ds.listServersideFunctions.R
+++ b/tests/testthat/test-smk-ds.listServersideFunctions.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -19,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 # Tests
 #
 
-context("ds.listServersideFunctions::smk::check results")
+# context("ds.listServersideFunctions::smk::check results")
 test_that("check results", {
     assign.functions <- factor(c(
       "BooleDS", "abs", "absDS", "acos", "as.character", "as.null", "as.numeric", "asCharacterDS", "asDataMatrixDS",
diff --git a/tests/testthat/test-smk-ds.lmerSLMA.R b/tests/testthat/test-smk-ds.lmerSLMA.R
index c552a65f..7d352a9c 100644
--- a/tests/testthat/test-smk-ds.lmerSLMA.R
+++ b/tests/testthat/test-smk-ds.lmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up phase 1
 #
 
-context("ds.lmerSLMA::smk::setup phase 1")
+# context("ds.lmerSLMA::smk::setup phase 1")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::smk::phase 1")
+# context("ds.lmerSLMA::smk::phase 1")
 test_that("simple lmerSLMA", {
     res <- ds.lmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor)', dataName = "D")
 
@@ -75,7 +76,7 @@ test_that("test offsets and weights", {
 # Shutdown
 #
 
-context("ds.lmerSLMA::smk::shutdown phase 1")
+# context("ds.lmerSLMA::smk::shutdown phase 1")
 
 test_that("shutdown", {
     #note the offset and weights objects below are artefacts 
@@ -89,7 +90,7 @@ disconnect.studies.dataset.cluster.int()
 # Set up
 #
 
-context("ds.lmerSLMA::smk::setup phase 2")
+# context("ds.lmerSLMA::smk::setup phase 2")
 
 connect.studies.dataset.cluster.slo(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -101,7 +102,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::smk::test phase 2")
+# context("ds.lmerSLMA::smk::test phase 2")
 
 test_that("check slope formulae", {
     res = ds.lmerSLMA(formula = 'BMI ~ trtGrp + Male + (1|idDoctor) + (1|idSurgery) + (0+trtGrp|idSurgery)', dataName = 'D', control_type = 'check.conv.grad',control_value = 0.1)
@@ -251,7 +252,7 @@ test_that("check slope formulae", {
 # Shutdown
 #
 
-context("ds.lmerSLMA::smk::shutdown phase 2")
+# context("ds.lmerSLMA::smk::shutdown phase 2")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "offset", "weights"))
@@ -263,4 +264,4 @@ disconnect.studies.dataset.cluster.slo()
 # Done
 #
 
-context("ds.lmerSLMA::smk::done")
+# context("ds.lmerSLMA::smk::done")
diff --git a/tests/testthat/test-smk-ds.log.R b/tests/testthat/test-smk-ds.log.R
index cd18e6f1..c857408d 100644
--- a/tests/testthat/test-smk-ds.log.R
+++ b/tests/testthat/test-smk-ds.log.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.log::smk::setup")
+# context("ds.log::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.log::smk")
+# context("ds.log::smk")
 test_that("simple log", {
     res1 <- ds.log("D$LAB_TSC", newobj="log1_obj")
 
@@ -81,7 +82,7 @@ test_that("simple log", {
 # Done
 #
 
-context("ds.log::smk::shutdown")
+# context("ds.log::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "new_data", "log1_obj", "log2_obj"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.log::smk::done")
+# context("ds.log::smk::done")
diff --git a/tests/testthat/test-smk-ds.look.R b/tests/testthat/test-smk-ds.look.R
index c8167430..f4a65683 100644
--- a/tests/testthat/test-smk-ds.look.R
+++ b/tests/testthat/test-smk-ds.look.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.look::smk::setup")
+# context("ds.look::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.look::smk")
+# context("ds.look::smk")
 test_that("simple look", {
     res <- ds.look("lengthDS('D$LAB_TSC')")
 
@@ -39,7 +40,7 @@ test_that("simple look", {
 # Done
 #
 
-context("ds.look::smk::shutdown")
+# context("ds.look::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +48,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.look::smk::done")
+# context("ds.look::smk::done")
diff --git a/tests/testthat/test-smk-ds.ls.R b/tests/testthat/test-smk-ds.ls.R
index 1a9afe3d..91dd745a 100644
--- a/tests/testthat/test-smk-ds.ls.R
+++ b/tests/testthat/test-smk-ds.ls.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ls::smk::setup")
+# context("ds.ls::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ls::smk")
+# context("ds.ls::smk")
 test_that("simple ls", {
     res <- ds.ls()
 
@@ -107,7 +108,7 @@ test_that("simple ls, with envir, with wildcard prefix", {
 # Shutdown
 #
 
-context("ds.ls::smk::shutdown")
+# context("ds.ls::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -119,4 +120,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.ls::smk::done")
+# context("ds.ls::smk::done")
diff --git a/tests/testthat/test-smk-ds.lspline.R b/tests/testthat/test-smk-ds.lspline.R
index 9529babd..08d45470 100644
--- a/tests/testthat/test-smk-ds.lspline.R
+++ b/tests/testthat/test-smk-ds.lspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.lspline::smk::setup")
+# context("ds.lspline::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lspline::smk::test1")
+# context("ds.lspline::smk::test1")
 test_that("lspline", {
    
     ds.lspline(x="D$PM_BMI_CONTINUOUS", knots=c(15,25,35), newobj="lsplineDS", datasources=ds.test_env$connections)
@@ -81,7 +82,7 @@ test_that("lspline", {
 # Done
 #
 
-context("ds.lspline::smk::shutdown")
+# context("ds.lspline::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "lsplineDS"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.qlspline::smk::done")
+# context("ds.qlspline::smk::done")
diff --git a/tests/testthat/test-smk-ds.make.R b/tests/testthat/test-smk-ds.make.R
index 57565fbe..cadb0470 100644
--- a/tests/testthat/test-smk-ds.make.R
+++ b/tests/testthat/test-smk-ds.make.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.make::smk::setup")
+# context("ds.make::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.make::smk")
+# context("ds.make::smk")
 test_that("simple make", {
     res <- ds.make("(D$LAB_TSC*D$LAB_TRIG*D$LAB_HDL)", "maded.rand")
 
@@ -33,7 +34,7 @@ test_that("simple make", {
     expect_equal(res$validity.check, "<maded.rand> appears valid in all sources")
 })
 
-context("ds.make::smk")
+# context("ds.make::smk")
 test_that("simple make", {
     res <- ds.make("(D$LAB_TSC*10)", "maded.rand")
 
@@ -42,7 +43,7 @@ test_that("simple make", {
     expect_equal(res$validity.check, "<maded.rand> appears valid in all sources")
 })
 
-context("ds.make::smk")
+# context("ds.make::smk")
 test_that("simple make", {
     res <- ds.make("(D$LAB_TSC)*10", "maded.rand")
 
@@ -55,7 +56,7 @@ test_that("simple make", {
 # Done
 #
 
-context("ds.make::smk::shutdown")
+# context("ds.make::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "maded.rand"))
@@ -63,4 +64,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.make::smk::done")
+# context("ds.make::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrix.R b/tests/testthat/test-smk-ds.matrix.R
index c9295bd9..d4836760 100644
--- a/tests/testthat/test-smk-ds.matrix.R
+++ b/tests/testthat/test-smk-ds.matrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrix::smk::setup")
+# context("ds.matrix::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrix::smk")
+# context("ds.matrix::smk")
 test_that("simplest ds.matrix", {
     matrix <- c(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
 
@@ -46,7 +47,7 @@ test_that("simplest ds.matrix", {
 # Tear down
 #
 
-context("ds.matrix::smk::shutdown")
+# context("ds.matrix::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj"))
@@ -54,4 +55,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrix::smk::done")
+# context("ds.matrix::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDet.R b/tests/testthat/test-smk-ds.matrixDet.R
index 3cf8f8b5..74626cbc 100644
--- a/tests/testthat/test-smk-ds.matrixDet.R
+++ b/tests/testthat/test-smk-ds.matrixDet.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDet::smk::setup")
+# context("ds.matrixDet::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDet::smk")
+# context("ds.matrixDet::smk")
 test_that("simplest ds.matrixDet", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -47,7 +48,7 @@ test_that("simplest ds.matrixDet", {
 # Tear down
 #
 
-context("ds.matrixDet::smk::shutdown")
+# context("ds.matrixDet::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixdet.newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDet::smk::done")
+# context("ds.matrixDet::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDet.report.R b/tests/testthat/test-smk-ds.matrixDet.report.R
index 5854fbde..20850a5a 100644
--- a/tests/testthat/test-smk-ds.matrixDet.report.R
+++ b/tests/testthat/test-smk-ds.matrixDet.report.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDet.report::smk::setup")
+# context("ds.matrixDet.report::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDet.report::smk")
+# context("ds.matrixDet.report::smk")
 test_that("simplest ds.matrixDet.report", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -51,7 +52,7 @@ test_that("simplest ds.matrixDet.report", {
 # Tear down
 #
 
-context("ds.matrixDet.report::smk::shutdown")
+# context("ds.matrixDet.report::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDet.report::smk::done")
+# context("ds.matrixDet.report::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDiag.R b/tests/testthat/test-smk-ds.matrixDiag.R
index 14bc8bab..2a9b30d7 100644
--- a/tests/testthat/test-smk-ds.matrixDiag.R
+++ b/tests/testthat/test-smk-ds.matrixDiag.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDiag::smk::setup")
+# context("ds.matrixDiag::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDiag::smk")
+# context("ds.matrixDiag::smk")
 test_that("simplest ds.matrixDiag", {
     matrix <- c(0, 1, 2, 3, 4, 5)
 
@@ -42,7 +43,7 @@ test_that("simplest ds.matrixDiag", {
     expect_true("matrix" %in% check.class$sim3)
 })
 
-context("ds.matrixDiag::smk")
+# context("ds.matrixDiag::smk")
 test_that("simplest ds.matrixDiag", {
     matrix <- c(0, 1, 2, 3, 4, 5)
 
@@ -64,7 +65,7 @@ test_that("simplest ds.matrixDiag", {
 # Tear down
 #
 
-context("ds.matrixDiag::smk::shutdown")
+# context("ds.matrixDiag::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix_diag", "matrixdiag.newobj"))
@@ -72,4 +73,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDiag::smk::done")
+# context("ds.matrixDiag::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDimnames.R b/tests/testthat/test-smk-ds.matrixDimnames.R
index f39a0479..6ac87d2f 100644
--- a/tests/testthat/test-smk-ds.matrixDimnames.R
+++ b/tests/testthat/test-smk-ds.matrixDimnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDimnames::smk::setup")
+# context("ds.matrixDimnames::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDimnames::smk")
+# context("ds.matrixDimnames::smk")
 test_that("simplest ds.matrixDimnames", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -50,7 +51,7 @@ test_that("simplest ds.matrixDimnames", {
 # Tear down
 #
 
-context("ds.matrixDimnames::smk::shutdown")
+# context("ds.matrixDimnames::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixdimnames.newobj"))
@@ -58,4 +59,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDimnames::smk::done")
+# context("ds.matrixDimnames::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixInvert.R b/tests/testthat/test-smk-ds.matrixInvert.R
index b0ab7f41..8cd89a41 100644
--- a/tests/testthat/test-smk-ds.matrixInvert.R
+++ b/tests/testthat/test-smk-ds.matrixInvert.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixInvert::smk::setup")
+# context("ds.matrixInvert::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixInvert::smk")
+# context("ds.matrixInvert::smk")
 test_that("simplest ds.matrixInvert", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -47,7 +48,7 @@ test_that("simplest ds.matrixInvert", {
 # Tear down
 #
 
-context("ds.matrixInvert::smk::shutdown")
+# context("ds.matrixInvert::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixinvert.newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixInvert::smk::done")
+# context("ds.matrixInvert::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixMult.R b/tests/testthat/test-smk-ds.matrixMult.R
index 76ddb9af..001e36ef 100644
--- a/tests/testthat/test-smk-ds.matrixMult.R
+++ b/tests/testthat/test-smk-ds.matrixMult.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixMult::smk::setup")
+# context("ds.matrixMult::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixMult::smk")
+# context("ds.matrixMult::smk")
 test_that("simplest ds.matrixMult", {
     matrix1 <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
     matrix2 <- c(-2, 1, 3, 1, -1, 1, 1, 2, 1)
@@ -49,7 +50,7 @@ test_that("simplest ds.matrixMult", {
 # Tear down
 #
 
-context("ds.matrixMult::smk::shutdown")
+# context("ds.matrixMult::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "mat1", "mat2", "matrixmult.newobj"))
@@ -57,4 +58,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixMult::smk::done")
+# context("ds.matrixMult::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixTranspose.R b/tests/testthat/test-smk-ds.matrixTranspose.R
index 234fbb38..fa1920a7 100644
--- a/tests/testthat/test-smk-ds.matrixTranspose.R
+++ b/tests/testthat/test-smk-ds.matrixTranspose.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixTranspose::smk::setup")
+# context("ds.matrixTranspose::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixTranspose::smk")
+# context("ds.matrixTranspose::smk")
 test_that("simplest ds.matrixTranspose", {
     matrix <- c(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
 
@@ -47,7 +48,7 @@ test_that("simplest ds.matrixTranspose", {
 # Tear down
 #
 
-context("ds.matrixTranspose::smk::shutdown")
+# context("ds.matrixTranspose::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixtranspose.newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixTranspose::smk::done")
+# context("ds.matrixTranspose::smk::done")
diff --git a/tests/testthat/test-smk-ds.mean.R b/tests/testthat/test-smk-ds.mean.R
index be89553c..5b2d7360 100644
--- a/tests/testthat/test-smk-ds.mean.R
+++ b/tests/testthat/test-smk-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.mean::smk::setup")
+# context("ds.mean::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.mean::smk::type=combine")
+# context("ds.mean::smk::type=combine")
 test_that("mean values [combine]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -60,7 +61,7 @@ test_that("mean values [combine]", {
     expect_false("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=split")
+# context("ds.mean::smk::type=split")
 test_that("mean values [split]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -104,7 +105,7 @@ test_that("mean values [split]", {
     expect_false("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=both")
+# context("ds.mean::smk::type=both")
 test_that("mean values [both]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -153,7 +154,7 @@ test_that("mean values [both]", {
     expect_false("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=combine,save.mean.Nvalid=TRUE")
+# context("ds.mean::smk::type=combine,save.mean.Nvalid=TRUE")
 test_that("mean values [combine]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -189,7 +190,7 @@ test_that("mean values [combine]", {
     expect_true("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=split,save.mean.Nvalid=TRUE")
+# context("ds.mean::smk::type=split,save.mean.Nvalid=TRUE")
 test_that("mean values [split]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -233,7 +234,7 @@ test_that("mean values [split]", {
     expect_true("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=both,save.mean.Nvalid=TRUE")
+# context("ds.mean::smk::type=both,save.mean.Nvalid=TRUE")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_TSC', type='both', save.mean.Nvalid=TRUE)
 
@@ -281,7 +282,7 @@ test_that("mean values [both]", {
 # Done
 #
 
-context("ds.mean::smk::shutdown")
+# context("ds.mean::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "mean.all.studies", "mean.study.specific", "Nvalid.all.studies", "Nvalid.study.specific"))
@@ -289,4 +290,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.mean::smk::done")
+# context("ds.mean::smk::done")
diff --git a/tests/testthat/test-smk-ds.meanByClass.R b/tests/testthat/test-smk-ds.meanByClass.R
index a9d1ef7c..2c5aba86 100644
--- a/tests/testthat/test-smk-ds.meanByClass.R
+++ b/tests/testthat/test-smk-ds.meanByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.meanByClass::smk::setup")
+# context("ds.meanByClass::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.meanByClass::smk::LAB_TSC across PM_BMI_CATEGORICAL categories where both vectors are 'loose'")
+# context("ds.meanByClass::smk::LAB_TSC across PM_BMI_CATEGORICAL categories where both vectors are 'loose'")
 ds.assign("D$LAB_TSC", "ldl")
 ds.assign("D$PM_BMI_CATEGORICAL", "pm_bmi")
 test_that("LAB_TSC_across_", {
@@ -39,7 +40,7 @@ test_that("LAB_TSC_across_", {
     expect_equal(res[[6]], '5.89(1.15)')
 })
 
-context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories")
+# context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories")
 res <- ds.meanByClass(x='D', outvar='LAB_HDL', covar='PM_BMI_CATEGORICAL')
 test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 
@@ -53,7 +54,7 @@ test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 })
 
 
-context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL & LAB_TSC across bmi categories")
+# context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL & LAB_TSC across bmi categories")
 res <- ds.meanByClass(x='D', outvar=c('LAB_HDL','LAB_TSC'), covar=c('PM_BMI_CATEGORICAL'))
 test_that("LAB_HDL-LAB_TSC_across_PM_BMI_CATEGORICAL", {
 
@@ -77,7 +78,7 @@ test_that("LAB_HDL-LAB_TSC_across_PM_BMI_CATEGORICAL", {
 # res <- ds.meanByClass(datasources=ds.test_env$connection.opal, x='D', outvar=c('LAB_HDL','LAB_TSC'), covar=c('GENDER','PM_BMI_CATEGORICAL','DIS_DIAB'))
 
 
-context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories, split")
+# context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories, split")
 res <- ds.meanByClass(x='D', outvar='LAB_HDL', covar='PM_BMI_CATEGORICAL', type='split')
 test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 
@@ -110,7 +111,7 @@ test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 # Tear down
 #
 
-context("ds.meanByClass::smk::shutdown")
+# context("ds.meanByClass::smk::shutdown")
 
 test_that("shutdown", {
      ds_expect_variables(c("D", "D.PM_BMI_CATEGORICAL1", "D.PM_BMI_CATEGORICAL2", "D.PM_BMI_CATEGORICAL3",
@@ -119,4 +120,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.meanByClass::smk::done")
+# context("ds.meanByClass::smk::done")
diff --git a/tests/testthat/test-smk-ds.meanSdGp.R b/tests/testthat/test-smk-ds.meanSdGp.R
index 45da49e3..14561fd0 100644
--- a/tests/testthat/test-smk-ds.meanSdGp.R
+++ b/tests/testthat/test-smk-ds.meanSdGp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.meanSdGp::smk::setup")
+# context("ds.meanSdGp::smk::setup")
 
 connect.studies.dataset.survival(list("age.60", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.meanSdGp::smk::type=split")
+# context("ds.meanSdGp::smk::type=split")
 test_that("meanSdGp values [split]", {
     stat.meanSdGp <- ds.meanSdGp(x='D$age.60', y='D$female', type='split')
 
@@ -38,7 +39,7 @@ test_that("meanSdGp values [split]", {
     expect_true("numeric" %in% class(stat.meanSdGp$Total_Ntotal))
 })
 
-context("ds.meanSdGp::smk::type=combine")
+# context("ds.meanSdGp::smk::type=combine")
 test_that("meanSdGp values [combine]", {
     stat.meanSdGp <- ds.meanSdGp(x='D$age.60', y='D$female', type='combine')
 
@@ -52,7 +53,7 @@ test_that("meanSdGp values [combine]", {
     expect_true("numeric" %in% class(stat.meanSdGp$Total_Ntotal))
 })
 
-context("ds.meanSdGp::smk::type=both")
+# context("ds.meanSdGp::smk::type=both")
 test_that("meanSdGp values [both]", {
     stat.meanSdGp <- ds.meanSdGp(x='D$age.60', y='D$female', type='both')
 
@@ -70,7 +71,7 @@ test_that("meanSdGp values [both]", {
 # Done
 #
 
-context("ds.meanSdGp::smk::shutdown")
+# context("ds.meanSdGp::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -78,4 +79,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.meanSdGp::smk::done")
+# context("ds.meanSdGp::smk::done")
diff --git a/tests/testthat/test-smk-ds.merge.R b/tests/testthat/test-smk-ds.merge.R
index 521483eb..fb58dcf5 100644
--- a/tests/testthat/test-smk-ds.merge.R
+++ b/tests/testthat/test-smk-ds.merge.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.merge::smk::setup")
+# context("ds.merge::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "DIS_CVA", "DIS_AMI"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.merge::smk")
+# context("ds.merge::smk")
 test_that("simple test", {
     spec_vectors_1 <- c('D$LAB_TSC', 'D$LAB_HDL')
     spec_vectors_2 <- c('D$LAB_TSC', 'D$DIS_AMI')
@@ -49,7 +50,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.merge::smk::shutdown")
+# context("ds.merge::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "test_1_df", "test_2_df", "merge_newobj"))
@@ -57,4 +58,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.merge::smk::done")
+# context("ds.merge::smk::done")
diff --git a/tests/testthat/test-smk-ds.message.R b/tests/testthat/test-smk-ds.message.R
index ec967587..bc357263 100644
--- a/tests/testthat/test-smk-ds.message.R
+++ b/tests/testthat/test-smk-ds.message.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.message::smk::setup")
+# context("ds.message::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -25,7 +26,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.message::smk")
+# context("ds.message::smk")
 test_that("not exists - request message", {
     message.res <- ds.message('Test')
 
@@ -94,7 +95,7 @@ test_that("partial - request message - conn 3", {
 #
 # Done
 #
-context("ds.message::smk::shutdown")
+# context("ds.message::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "Test"))
@@ -102,4 +103,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.message::smk::done")
+# context("ds.message::smk::done")
diff --git a/tests/testthat/test-smk-ds.metadata.R b/tests/testthat/test-smk-ds.metadata.R
index a3f5329a..5acbb2ad 100644
--- a/tests/testthat/test-smk-ds.metadata.R
+++ b/tests/testthat/test-smk-ds.metadata.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.metadata::smk::setup")
+# context("ds.metadata::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.metadata::smk")
+# context("ds.metadata::smk")
 test_that("data.frame metadata", {
     res <- ds.metadata(x='D')
 
@@ -113,7 +114,7 @@ test_that("column metadata", {
 # Tear down
 #
 
-context("ds.metadata::smk::shutdown")
+# context("ds.metadata::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -121,4 +122,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.metadata::smk::done")
+# context("ds.metadata::smk::done")
diff --git a/tests/testthat/test-smk-ds.mice.R b/tests/testthat/test-smk-ds.mice.R
index f1b05121..19e46f74 100644
--- a/tests/testthat/test-smk-ds.mice.R
+++ b/tests/testthat/test-smk-ds.mice.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.mice::smk::setup")
+# context("ds.mice::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC","LAB_TRIG","LAB_HDL","LAB_GLUC_ADJUSTED",
                                    "PM_BMI_CONTINUOUS","DIS_CVA","MEDI_LPD","DIS_DIAB",
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.mice::smk::imp1")
+# context("ds.mice::smk::imp1")
 test_that("mice, initial imputation", {
     initialImp <- ds.mice(data="D", m=1, method=NULL, predictorMatrix=NULL, post=NULL, seed="NA",
                           newobj_df='impSet')
@@ -60,7 +61,7 @@ test_that("mice, initial imputation", {
 
 })
 
-context("ds.mice::smk::imp2")
+# context("ds.mice::smk::imp2")
 test_that("mice, second imputation", {
   
   initialImp <- ds.mice(data="D", m=1, method=NULL, predictorMatrix=NULL, post=NULL, seed="NA",
@@ -131,7 +132,7 @@ test_that("mice, second imputation", {
 # Done
 #
 
-context("ds.mice::smk::shutdown")
+# context("ds.mice::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "impSet.1", "imp_new.1","imp_new.2","imp_new.3","imp_new.4","imp_new.5",
@@ -140,4 +141,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.mice::smk::done")
+# context("ds.mice::smk::done")
diff --git a/tests/testthat/test-smk-ds.names.R b/tests/testthat/test-smk-ds.names.R
index 97f3fef9..e73b7b57 100644
--- a/tests/testthat/test-smk-ds.names.R
+++ b/tests/testthat/test-smk-ds.names.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.names::smk::setup")
+# context("ds.names::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "DIS_DIAB", "PM_BMI_CONTINUOUS", "LAB_HDL", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.names::smk")
+# context("ds.names::smk")
 test_that("level_names", {
   myobjects <- c('D$LAB_TSC', 'D$LAB_HDL')
   res_list <- ds.list(x=myobjects, newobj='my_newobj')
@@ -47,7 +48,7 @@ test_that("level_names", {
 # Tear down
 #
 
-context("ds.names::smk::shutdown")
+# context("ds.names::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "my_newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.names::smk::done")
+# context("ds.names::smk::done")
diff --git a/tests/testthat/test-smk-ds.ns.R b/tests/testthat/test-smk-ds.ns.R
index a1f66c79..d925aa1e 100644
--- a/tests/testthat/test-smk-ds.ns.R
+++ b/tests/testthat/test-smk-ds.ns.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ns::smk::setup")
+# context("ds.ns::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ns::smk::test1")
+# context("ds.ns::smk::test1")
 test_that("ns", {
    
     ds.ns(x="D$PM_BMI_CONTINUOUS", knots=c(15,25,35), newobj="nsDS", datasources=ds.test_env$connections)
@@ -85,7 +86,7 @@ test_that("ns", {
 # Done
 #
 
-context("ds.ns::smk::shutdown")
+# context("ds.ns::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "nsDS"))
@@ -93,4 +94,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ns::smk::done")
+# context("ds.ns::smk::done")
diff --git a/tests/testthat/test-smk-ds.numNA.R b/tests/testthat/test-smk-ds.numNA.R
index ed332d7a..0c71e93f 100644
--- a/tests/testthat/test-smk-ds.numNA.R
+++ b/tests/testthat/test-smk-ds.numNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.numNA::smk::setup")
+# context("ds.numNA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_HDL", "LAB_TRIG", "DIS_CVA"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.numNA::smk")
+# context("ds.numNA::smk")
 test_that("simple numNA", {
     res1 <- ds.numNA(x='D$LAB_HDL')
 
@@ -52,7 +53,7 @@ test_that("simple numNA", {
 # Done
 #
 
-context("ds.numNA::smk::shutdown")
+# context("ds.numNA::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -60,4 +61,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.numNA::smk::done")
+# context("ds.numNA::smk::done")
diff --git a/tests/testthat/test-smk-ds.qlspline.R b/tests/testthat/test-smk-ds.qlspline.R
index 2c55b0d5..e8b89701 100644
--- a/tests/testthat/test-smk-ds.qlspline.R
+++ b/tests/testthat/test-smk-ds.qlspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.qlspline::smk::setup")
+# context("ds.qlspline::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.qlspline::smk::test1")
+# context("ds.qlspline::smk::test1")
 test_that("qlspline", {
    
     ds.qlspline(x="D$PM_BMI_CONTINUOUS", q=4, na.rm=TRUE, newobj="qlsplineDS", datasources=ds.test_env$connections)
@@ -76,7 +77,7 @@ test_that("qlspline", {
 })
 
 
-context("ds.qlspline::smk::test2")
+# context("ds.qlspline::smk::test2")
 test_that("qlspline", {
     
     ds.qlspline(x="D$PM_BMI_CONTINUOUS", q=c(0.3,0.6), na.rm=TRUE, newobj="qlsplineDS2", datasources=ds.test_env$connections)
@@ -130,7 +131,7 @@ test_that("qlspline", {
 # Done
 #
 
-context("ds.qlspline::smk::shutdown")
+# context("ds.qlspline::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "qlsplineDS", "qlsplineDS2"))
@@ -138,4 +139,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.qlspline::smk::done")
+# context("ds.qlspline::smk::done")
diff --git a/tests/testthat/test-smk-ds.quantileMean.R b/tests/testthat/test-smk-ds.quantileMean.R
index 59c5479d..1438fb77 100644
--- a/tests/testthat/test-smk-ds.quantileMean.R
+++ b/tests/testthat/test-smk-ds.quantileMean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.quantileMean::smk::setup")
+# context("ds.quantileMean::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_HDL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.quantileMean::smk::standard")
+# context("ds.quantileMean::smk::standard")
 test_that("quantileMean", {
     res <- ds.quantileMean(x='D$LAB_HDL')
 
@@ -39,7 +40,7 @@ test_that("quantileMean", {
     expect_equal(res[[8]], 1.5676188, tolerance = .000001)
 })
 
-context("ds.quantileMean::smk::split")
+# context("ds.quantileMean::smk::split")
 test_that("quantileMean_split", {
     ds.assign("D$LAB_HDL", "hdl")
     res <- ds.quantileMean(x='hdl', type='split')
@@ -78,7 +79,7 @@ test_that("quantileMean_split", {
 # Tear down
 #
 
-context("ds.quantileMean::smk::shutdown")
+# context("ds.quantileMean::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "hdl"))
@@ -86,4 +87,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.quantileMean::smk::done")
+# context("ds.quantileMean::smk::done")
diff --git a/tests/testthat/test-smk-ds.rBinom.R b/tests/testthat/test-smk-ds.rBinom.R
index 000f4183..65746693 100644
--- a/tests/testthat/test-smk-ds.rBinom.R
+++ b/tests/testthat/test-smk-ds.rBinom.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rBinom::smk::setup")
+# context("ds.rBinom::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rBinom::smk::simple test")
+# context("ds.rBinom::smk::simple test")
 test_that("simple test", {
     res <- ds.rBinom(samp.size = 50, size = 50, prob = 0.25, newobj = "binom_dist", seed.as.integer = 27)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rBinom::smk::shutdown")
+# context("ds.rBinom::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "binom_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rBinom::smk::done")
+# context("ds.rBinom::smk::done")
diff --git a/tests/testthat/test-smk-ds.rNorm.R b/tests/testthat/test-smk-ds.rNorm.R
index 9996db9a..cc63c1c0 100644
--- a/tests/testthat/test-smk-ds.rNorm.R
+++ b/tests/testthat/test-smk-ds.rNorm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rNorm::smk::setup")
+# context("ds.rNorm::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rNorm::smk::simple test")
+# context("ds.rNorm::smk::simple test")
 test_that("simple test", {
     res <- ds.rNorm(samp.size = 50, mean = 10, sd = 5, newobj = "norm_dist", seed.as.integer = 27, force.output.to.k.decimal.places = 4)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rNorm::smk::shutdown")
+# context("ds.rNorm::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "norm_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rNorm::smk::done")
+# context("ds.rNorm::smk::done")
diff --git a/tests/testthat/test-smk-ds.rPois.R b/tests/testthat/test-smk-ds.rPois.R
index 38ebe55c..68e74802 100644
--- a/tests/testthat/test-smk-ds.rPois.R
+++ b/tests/testthat/test-smk-ds.rPois.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rPois::smk::setup")
+# context("ds.rPois::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rPois::smk::simple test")
+# context("ds.rPois::smk::simple test")
 test_that("simple test", {
     res <- ds.rPois(samp.size = 50, lambda = 1, newobj = "pois_dist", seed.as.integer = 27)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rPois::smk::shutdown")
+# context("ds.rPois::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "pois_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rPois::smk::done")
+# context("ds.rPois::smk::done")
diff --git a/tests/testthat/test-smk-ds.rUnif.R b/tests/testthat/test-smk-ds.rUnif.R
index 3682a0c3..f8fa681b 100644
--- a/tests/testthat/test-smk-ds.rUnif.R
+++ b/tests/testthat/test-smk-ds.rUnif.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rUnif::smk::setup")
+# context("ds.rUnif::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rUnif::smk::simple test")
+# context("ds.rUnif::smk::simple test")
 test_that("simple test", {
     res <- ds.rUnif(samp.size = 50, min = 0, max = 1, newobj = "unif_dist", seed.as.integer = 27, force.output.to.k.decimal.places = 4)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rUnif::smk::shutdown")
+# context("ds.rUnif::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unif_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rUnif::smk::done")
+# context("ds.rUnif::smk::done")
diff --git a/tests/testthat/test-smk-ds.ranksSecure.R b/tests/testthat/test-smk-ds.ranksSecure.R
index 890ac263..43720c1f 100644
--- a/tests/testthat/test-smk-ds.ranksSecure.R
+++ b/tests/testthat/test-smk-ds.ranksSecure.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ranksSecure::smk::setup")
+# context("ds.ranksSecure::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ranksSecure::smk::continous, without NAs, all positive")
+# context("ds.ranksSecure::smk::continous, without NAs, all positive")
 test_that("continous, without NAs, all positive", {
     res.cc <- ds.completeCases("D$LAB_TSC", newobj="CC_LAB_TSC")
     expect_equal(res.cc$validity.check, "<CC_LAB_TSC> appears valid in all sources")
@@ -51,7 +52,7 @@ test_that("continous, without NAs, all positive", {
     expect_true(all(class(res$final.quantile.vector) %in% c('numeric')))
 })
 
-context("ds.ranksSecure::smk::continous, without NAs, with negative")
+# context("ds.ranksSecure::smk::continous, without NAs, with negative")
 test_that("continous, without NAs, with negative", {
     res.cc <- ds.completeCases("D$LAB_TRIG", newobj="CC_LAB_TRIG")
     expect_equal(res.cc$validity.check, "<CC_LAB_TRIG> appears valid in all sources")
@@ -78,7 +79,7 @@ test_that("continous, without NAs, with negative", {
     expect_true(all(class(res$final.quantile.vector) %in% c('numeric')))
 })
 
-context("ds.ranksSecure::smk::continous, with NAs, all positive")
+# context("ds.ranksSecure::smk::continous, with NAs, all positive")
 test_that("continous, with NAs, all positive", {
     res <- ds.ranksSecure("D$LAB_TSC")
 
@@ -96,7 +97,7 @@ test_that("continous, with NAs, all positive", {
     expect_true(all(class(res$final.quantile.vector) %in% c('numeric')))
 })
 
-context("ds.ranksSecure::smk::continous, with NAs, with negative")
+# context("ds.ranksSecure::smk::continous, with NAs, with negative")
 test_that("continous, with NAs, with negative", {
     res <- ds.ranksSecure("D$LAB_TRIG")
 
@@ -119,7 +120,7 @@ test_that("continous, with NAs, with negative", {
 # Done
 #
 
-context("ds.ranksSecure::smk::shutdown")
+# context("ds.ranksSecure::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "CC_LAB_TSC", "CC_LAB_TRIG", "final.quantile.df", "summary.ranks.df", "testvar.ranks"))
@@ -127,4 +128,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ranksSecure::smk::done")
+# context("ds.ranksSecure::smk::done")
diff --git a/tests/testthat/test-smk-ds.rbind.R b/tests/testthat/test-smk-ds.rbind.R
index 20cc910c..af01b50e 100644
--- a/tests/testthat/test-smk-ds.rbind.R
+++ b/tests/testthat/test-smk-ds.rbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rbind::smk::setup")
+# context("ds.rbind::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rbind::smk")
+# context("ds.rbind::smk")
 test_that("simple test", {
     res <- ds.rbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), newobj="rbind_newobj")
 
@@ -42,7 +43,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rbind::smk::shutdown")
+# context("ds.rbind::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "rbind_newobj"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rbind::smk::done")
+# context("ds.rbind::smk::done")
diff --git a/tests/testthat/test-smk-ds.reShape.R b/tests/testthat/test-smk-ds.reShape.R
index 5b96a861..2836d20b 100644
--- a/tests/testthat/test-smk-ds.reShape.R
+++ b/tests/testthat/test-smk-ds.reShape.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.reShape::smk::setup")
+# context("ds.reShape::smk::setup")
 
 connect.studies.dataset.survival(list("id", "study.id", "time.id", "cens", "age.60", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.reShape::smk")
+# context("ds.reShape::smk")
 test_that("simplest ds.reShape, wide", {
     res <- ds.reShape(data.name="D", v.names="age.60", timevar.name="time.id", idvar.name="id", direction="wide", newobj="reshape1_obj")
 
@@ -45,7 +46,7 @@ test_that("simplest ds.reShape, wide", {
 # Done
 #
 
-context("ds.reShape::smk::shutdown")
+# context("ds.reShape::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "reshape1_obj"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.reShape::smk::done")
+# context("ds.reShape::smk::done")
diff --git a/tests/testthat/test-smk-ds.recodeLevels.R b/tests/testthat/test-smk-ds.recodeLevels.R
index cdc3d787..3b813074 100644
--- a/tests/testthat/test-smk-ds.recodeLevels.R
+++ b/tests/testthat/test-smk-ds.recodeLevels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeLevels::smk::setup")
+# context("ds.recodeLevels::smk::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeLevels::smk")
+# context("ds.recodeLevels::smk")
 test_that("new levels", {
     expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=c('normal', 'overweight', 'obesity'), newobj='bmi_new'), "'ds.recodeLevels' is deprecated.\nUse 'ds.recodeValues' instead.", fixed = TRUE)
     levels <- ds.levels(x='bmi_new')
@@ -39,7 +40,7 @@ test_that("new levels", {
     expect_equal(levels$sim3$Levels, expected)
 })
 
-context("ds.recodeLevels::smk::no connections or newobj")
+# context("ds.recodeLevels::smk::no connections or newobj")
 test_that("new levels auto", {
     expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=c('normal', 'overweight', 'obesity')), "'ds.recodeLevels' is deprecated.\nUse 'ds.recodeValues' instead.", fixed = TRUE)
     levels <- ds.levels(x='PM_BMI_CATEGORICAL_new')
@@ -58,7 +59,7 @@ test_that("new levels auto", {
 # Tear down
 #
 
-context("ds.recodeLevels::smk::shutdown")
+# context("ds.recodeLevels::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "bmi_new", "PM_BMI_CATEGORICAL_new"))
@@ -66,4 +67,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeLevels::smk::done")
+# context("ds.recodeLevels::smk::done")
diff --git a/tests/testthat/test-smk-ds.recodeValues.R b/tests/testthat/test-smk-ds.recodeValues.R
index 187ec63d..a20d4db4 100644
--- a/tests/testthat/test-smk-ds.recodeValues.R
+++ b/tests/testthat/test-smk-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk::setup")
+# context("ds.recodeValues::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk")
+# context("ds.recodeValues::smk")
 test_that("simple test", {
     res <- ds.recodeValues("D$survtime", values2replace.vector=c(0,1), new.values.vector=c(-10,10), newobj="recodevalues_newobj")
 
@@ -43,7 +44,7 @@ test_that("simple test", {
 #
 # Done
 #
-context("ds.recodeValues::smk::shutdown")
+# context("ds.recodeValues::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "recodevalues_newobj"))
@@ -51,4 +52,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.recodeValues::smk::done")
+# context("ds.recodeValues::smk::done")
diff --git a/tests/testthat/test-smk-ds.rep-complex.R b/tests/testthat/test-smk-ds.rep-complex.R
index 1a42fdbc..7d86a826 100644
--- a/tests/testthat/test-smk-ds.rep-complex.R
+++ b/tests/testthat/test-smk-ds.rep-complex.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::smk::complex setup")
+# context("ds.rep::smk::complex setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rep::smk::complex")
+# context("ds.rep::smk::complex")
 test_that("complex test", {
 
     res1 <- ds.rep(x1 = 4, times = 6, length.out = NA, each = 1, source.x1 = "clientside", source.times = "c", source.length.out = NULL, source.each = "c", x1.includes.characters = FALSE, newobj = "rep1.seq")
@@ -44,7 +45,7 @@ test_that("complex test", {
 # Done
 #
 
-context("ds.rep::smk::complex shutdown")
+# context("ds.rep::smk::complex shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "rep1.seq", "rep2.seq"))
@@ -52,4 +53,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rep::smk::complex done")
+# context("ds.rep::smk::complex done")
diff --git a/tests/testthat/test-smk-ds.rep.R b/tests/testthat/test-smk-ds.rep.R
index c65cba69..e3819cc7 100644
--- a/tests/testthat/test-smk-ds.rep.R
+++ b/tests/testthat/test-smk-ds.rep.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::smk::setup")
+# context("ds.rep::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rep::smk")
+# context("ds.rep::smk")
 test_that("simple test", {
     res <- ds.rep("D$survtime")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rep::smk::shutdown")
+# context("ds.rep::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "seq.vect"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::smk::done")
+# context("ds.rep::smk::done")
diff --git a/tests/testthat/test-smk-ds.replaceNA.R b/tests/testthat/test-smk-ds.replaceNA.R
index 9aad07fe..04bdfdf4 100644
--- a/tests/testthat/test-smk-ds.replaceNA.R
+++ b/tests/testthat/test-smk-ds.replaceNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.replaceNA::smk::setup")
+# context("ds.replaceNA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_HDL", "LAB_TRIG", "DIS_CVA"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.replaceNA::smk")
+# context("ds.replaceNA::smk")
 test_that("simple replaceNA", {
     res1 <- ds.replaceNA(x='D$LAB_HDL', forNA=c(1.0, 2.0, 3.0), newobj="newobj1")
     expect_length(res1, 0)
@@ -40,7 +41,7 @@ test_that("simple replaceNA", {
 # Done
 #
 
-context("ds.replaceNA::smk::shutdown")
+# context("ds.replaceNA::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "newobj1", "newobj2", "newobj3"))
@@ -48,4 +49,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.replaceNA::smk::done")
+# context("ds.replaceNA::smk::done")
diff --git a/tests/testthat/test-smk-ds.rm.R b/tests/testthat/test-smk-ds.rm.R
index 75be387a..f13b1dcf 100644
--- a/tests/testthat/test-smk-ds.rm.R
+++ b/tests/testthat/test-smk-ds.rm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rm::smk::setup")
+# context("ds.rm::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rm::smk")
+# context("ds.rm::smk")
 test_that("simple test", {
     res1 <- ds.rm("nonexistant_object")
 
@@ -67,7 +68,7 @@ test_that("simple test", {
     expect_equal(res2$survival1$problem.objects, "")
 })
 
-context("ds.rm::smk")
+# context("ds.rm::smk")
 test_that("multiple test", {
     res1 <- ds.rm("nonexistant_object1,nonexistant_object2")
 
@@ -136,7 +137,7 @@ test_that("multiple test", {
 # Done
 #
 
-context("ds.rm::smk::shutdown")
+# context("ds.rm::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -144,4 +145,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rm::smk::done")
+# context("ds.rm::smk::done")
diff --git a/tests/testthat/test-smk-ds.rowColCalc.R b/tests/testthat/test-smk-ds.rowColCalc.R
index 002d763d..792bfb5e 100644
--- a/tests/testthat/test-smk-ds.rowColCalc.R
+++ b/tests/testthat/test-smk-ds.rowColCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rowColCalc::smk::setup")
+# context("ds.rowColCalc::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rowColCalc::smk")
+# context("ds.rowColCalc::smk")
 ds.rowColCalc(x='D', operation="rowSums", newobj="rsum_hdl_tsc")
 res <- ds.exists('rsum_hdl_tsc')
 test_that("rowColCalc_exists", {
@@ -34,7 +35,7 @@ test_that("rowColCalc_exists", {
     expect_true(res$sim3)
 })
 
-context("ds.rowColCalc::smk::no newobj")
+# context("ds.rowColCalc::smk::no newobj")
 ds.rowColCalc(x='D', operation="rowSums")
 res <- ds.exists('rowcolcalc.newobj')
 test_that("rowColCalc_out_exists", {
@@ -48,7 +49,7 @@ test_that("rowColCalc_out_exists", {
 #
 # Tear down
 #
-context("ds.rowColCalc::smk::shutdown")
+# context("ds.rowColCalc::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "rsum_hdl_tsc", "rowcolcalc.newobj"))
@@ -56,4 +57,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rowColCalc::smk::done")
+# context("ds.rowColCalc::smk::done")
diff --git a/tests/testthat/test-smk-ds.sample.R b/tests/testthat/test-smk-ds.sample.R
index 8a251e3b..797caefa 100644
--- a/tests/testthat/test-smk-ds.sample.R
+++ b/tests/testthat/test-smk-ds.sample.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::smk::setup")
+# context("ds.sample::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.sample::smk::test")
+# context("ds.sample::smk::test")
 test_that("simple test", {
     res1 <- ds.sample(x="D", size=30)
 
@@ -115,7 +116,7 @@ test_that("simple test", {
     expect_equal(res2_survtime_length$`total length of test.obj$in.sample in all studies combined`, 126)
 })
 
-context("ds.sample::smk::test error")
+# context("ds.sample::smk::test error")
 test_that("simple test, error", {
     expect_error(ds.sample(x="D$survtime", size="30", newobj="no.obj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -131,7 +132,7 @@ test_that("simple test, error", {
 # Done
 #
 
-context("ds.sample::smk::shutdown")
+# context("ds.sample::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "newobj.sample", "test.obj"))
@@ -139,4 +140,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.sample::smk::done")
+# context("ds.sample::smk::done")
diff --git a/tests/testthat/test-smk-ds.seq.R b/tests/testthat/test-smk-ds.seq.R
index f44c7e46..7da50458 100644
--- a/tests/testthat/test-smk-ds.seq.R
+++ b/tests/testthat/test-smk-ds.seq.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.seq::smk::setup")
+# context("ds.seq::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.seq::smk")
+# context("ds.seq::smk")
 test_that("simplest ds.seq", {
     seq.res <- ds.seq(FROM.value.char="1", BY.value.char="1", LENGTH.OUT.value.char="10", ALONG.WITH.name=NULL, newobj="obj1")
 
@@ -45,7 +46,7 @@ test_that("simplest ds.seq", {
 # Tear down
 #
 
-context("ds.seq::smk::shutdown")
+# context("ds.seq::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "obj1", "obj2"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.seq::smk::done")
+# context("ds.seq::smk::done")
diff --git a/tests/testthat/test-smk-ds.setSeed.R b/tests/testthat/test-smk-ds.setSeed.R
index eadf7fe1..fadeaae9 100644
--- a/tests/testthat/test-smk-ds.setSeed.R
+++ b/tests/testthat/test-smk-ds.setSeed.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.setSeed::smk::setup")
+# context("ds.setSeed::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.setSeed::smk")
+# context("ds.setSeed::smk")
 test_that("basic setSeed", {
     res.setSeed <- ds.setSeed(1234)
 
@@ -43,7 +44,7 @@ test_that("basic setSeed", {
 # Done
 #
 
-context("ds.setSeed::smk::shutdown")
+# context("ds.setSeed::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +52,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.setSeed::smk::done")
+# context("ds.setSeed::smk::done")
diff --git a/tests/testthat/test-smk-ds.skewness.R b/tests/testthat/test-smk-ds.skewness.R
index e607b9a9..d6f7eaec 100644
--- a/tests/testthat/test-smk-ds.skewness.R
+++ b/tests/testthat/test-smk-ds.skewness.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.skewness::smk::setup")
+# context("ds.skewness::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS"))
 
@@ -27,7 +27,7 @@ test_that("setup", {
 
 # Method 1
 
-context("ds.skewness::smk::method 1::split")
+# context("ds.skewness::smk::method 1::split")
 test_that("simple skewness, method 1, split, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 1, type='split')
 
@@ -128,7 +128,7 @@ test_that("simple skewness, method 1, split, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 1::combine")
+# context("ds.skewness::smk::method 1::combine")
 test_that("simple skewness, combine, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 1, type='combine')
 
@@ -199,7 +199,7 @@ test_that("simple skewness, method 1, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 1::both")
+# context("ds.skewness::smk::method 1::both")
 test_that("simple skewness, both, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 1, type='both')
 
@@ -342,7 +342,7 @@ test_that("simple skewness, method 1, both, on PM_BMI_CONTINUOUS", {
 
 # Method 2
 
-context("ds.skewness::smk::method 2::split")
+# context("ds.skewness::smk::method 2::split")
 test_that("simple skewness, method 2, split, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 2, type='split')
 
@@ -443,7 +443,7 @@ test_that("simple skewness, method 2, split, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 2::combine")
+# context("ds.skewness::smk::method 2::combine")
 test_that("simple skewness, combine, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 2, type='combine')
 
@@ -514,7 +514,7 @@ test_that("simple skewness, method 2, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 2::both")
+# context("ds.skewness::smk::method 2::both")
 test_that("simple skewness, both, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 2, type='both')
 
@@ -657,7 +657,7 @@ test_that("simple skewness, method 2, both, on PM_BMI_CONTINUOUS", {
 
 # Method 3
 
-context("ds.skewness::smk::method 3::split")
+# context("ds.skewness::smk::method 3::split")
 test_that("simple skewness, method 3, split, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 3, type='split')
 
@@ -758,7 +758,7 @@ test_that("simple skewness, method 3, split, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 3::combine")
+# context("ds.skewness::smk::method 3::combine")
 test_that("simple skewness, combine, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 3, type='combine')
 
@@ -829,7 +829,7 @@ test_that("simple skewness, method 3, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 3::both")
+# context("ds.skewness::smk::method 3::both")
 test_that("simple skewness, both, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 3, type='both')
 
@@ -974,7 +974,7 @@ test_that("simple skewness, method 3, both, on PM_BMI_CONTINUOUS", {
 # Done
 #
 
-context("ds.skewness::smk::shutdown")
+# context("ds.skewness::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -982,4 +982,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.skewness::smk::done")
+# context("ds.skewness::smk::done")
diff --git a/tests/testthat/test-smk-ds.sqrt.R b/tests/testthat/test-smk-ds.sqrt.R
index 9c106c73..ccb50c0c 100644
--- a/tests/testthat/test-smk-ds.sqrt.R
+++ b/tests/testthat/test-smk-ds.sqrt.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sqrt::smk::setup")
+# context("ds.sqrt::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.sqrt::smk")
+# context("ds.sqrt::smk")
 test_that("simple c", {
     res <- ds.sqrt("D$LAB_TSC", newobj = "sqrt.newobj")
 
@@ -50,7 +51,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.sqrt::smk::shutdown")
+# context("ds.sqrt::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "sqrt.newobj"))
@@ -58,4 +59,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.sqrt::smk::done")
+# context("ds.sqrt::smk::done")
diff --git a/tests/testthat/test-smk-ds.subset.R b/tests/testthat/test-smk-ds.subset.R
index 4accdfe5..88fecdd2 100644
--- a/tests/testthat/test-smk-ds.subset.R
+++ b/tests/testthat/test-smk-ds.subset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.subset::smk::setup")
+# context("ds.subset::smk::setup")
 
 connect.studies.dataset.cnsim(list("DIS_DIAB","PM_BMI_CONTINUOUS","LAB_HDL", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.subset::smk::generate a subset of the assigned table (by default the table is named 'D') with the first 50 observations and the two first columns")
+# context("ds.subset::smk::generate a subset of the assigned table (by default the table is named 'D') with the first 50 observations and the two first columns")
 ds.subset(datasources=ds.test_env$connections, subset='subD', x='D', rows=c(1:50), cols=c(1,2))
 res <- ds.exists('subD')
 test_that("subD_exists", {
@@ -34,7 +35,7 @@ test_that("subD_exists", {
     expect_true(res$sim3)
 })
 
-context("ds.subset::smk::generate a subset of the assigned table (by default the table is named 'D') with the first 50 observations and the two first columns referred to by their names")
+# context("ds.subset::smk::generate a subset of the assigned table (by default the table is named 'D') with the first 50 observations and the two first columns referred to by their names")
 ds.subset(subset='subD2', x='D', rows=c(1:50), cols = c('DIS_DIAB','PM_BMI_CONTINUOUS'))
 res <- ds.exists('subD2')
 test_that("subD2_exists", {
@@ -44,7 +45,7 @@ test_that("subD2_exists", {
     expect_true(res$sim3)
 })
 
-context("ds.subset::smk::generate a subset of the table D with bmi values greater than or equal to 25.")
+# context("ds.subset::smk::generate a subset of the table D with bmi values greater than or equal to 25.")
 ds.subset(datasources=ds.test_env$connections, subset='subD3', x='D', logical='PM_BMI_CONTINUOUS>=', threshold=25)
 res <- ds.exists('subD3')
 test_that("subD3_exists", {
@@ -80,7 +81,7 @@ test_that("subD3_exists", {
 # Tear down
 #
 
-context("ds.subset::smk::shutdown")
+# context("ds.subset::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "subD", "subD2", "subD3"))
@@ -88,4 +89,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.subset::smk::done")
+# context("ds.subset::smk::done")
diff --git a/tests/testthat/test-smk-ds.subsetByClass.R b/tests/testthat/test-smk-ds.subsetByClass.R
index 95bf16eb..71420fcb 100644
--- a/tests/testthat/test-smk-ds.subsetByClass.R
+++ b/tests/testthat/test-smk-ds.subsetByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.subsetByClass::smk::setup")
+# context("ds.subsetByClass::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.subsetByClass::smk")
+# context("ds.subsetByClass::smk")
 test_that("gender implicit", {
     res <- ds.subsetByClass(x='D', subsets='subclasses1')
 
@@ -67,7 +68,7 @@ test_that("gender explicit", {
 # Tear down
 #
 
-context("ds.subsetByClass::smk::shutdown")
+# context("ds.subsetByClass::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "subclasses1", "subclasses2"))
@@ -75,4 +76,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.subsetByClass::smk::done")
+# context("ds.subsetByClass::smk::done")
diff --git a/tests/testthat/test-smk-ds.summary.R b/tests/testthat/test-smk-ds.summary.R
index fd39b021..750c0392 100644
--- a/tests/testthat/test-smk-ds.summary.R
+++ b/tests/testthat/test-smk-ds.summary.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.summary::smk::setup")
+# context("ds.summary::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.summary::smk::summary of a dataframe variable")
+# context("ds.summary::smk::summary of a dataframe variable")
 test_that("summary_dataframe_variable", {
   res <- ds.summary(x='D')
 
@@ -42,7 +43,7 @@ test_that("summary_dataframe_variable", {
   expect_length(res$sim3$`variables held`, 11)
 })
 
-context("ds.summary::smk::summary of a numerical variable")
+# context("ds.summary::smk::summary of a numerical variable")
 test_that("summary_numerical_variable", {
   res <- ds.summary(x='D$LAB_TSC')
 
@@ -51,7 +52,7 @@ test_that("summary_numerical_variable", {
   expect_equal(res$sim3$`quantiles & mean`[[4]], 5.786)
 })
 
-context("ds.summary::smk::summary of a character variable")
+# context("ds.summary::smk::summary of a character variable")
 test_that("summary_character_variable", {
   ds.asCharacter(x='D$GENDER', newobj="a_character")
   res <- ds.summary(x='a_character')
@@ -60,7 +61,7 @@ test_that("summary_character_variable", {
   expect_equal(res$sim2$length, 3088)
 })
 
-context("ds.summary::smk::summary of a factor variable")
+# context("ds.summary::smk::summary of a factor variable")
 test_that("summary_factor_variable", {
   ds.asFactor('D$PM_BMI_CATEGORICAL', newobj="a_factor")
   res <- ds.summary(x='a_factor')
@@ -89,7 +90,7 @@ test_that("summary_factor_variable", {
   expect_equal(res$sim3$`count of '3'`, 1154)
 })
 
-context("ds.summary::smk::summary of a list variable")
+# context("ds.summary::smk::summary of a list variable")
 test_that("summary_list_variable", {
   ds.asList(x.name='D$PM_BMI_CATEGORICAL', newobj="a_list")
   res <- ds.summary(x='a_list')
@@ -106,7 +107,7 @@ test_that("summary_list_variable", {
   expect_equal(res$sim3$length, 4128)
 })
 
-context("ds.summary::smk::summary of a data frame")
+# context("ds.summary::smk::summary of a data frame")
 test_that("summary_data_frame", {
   res <- ds.summary(x='D')
 
@@ -122,7 +123,7 @@ test_that("summary_data_frame", {
 # Tear down
 #
 
-context("ds.summary::smk::teardown")
+# context("ds.summary::smk::teardown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "a_character", "a_factor", "a_list"))
@@ -130,4 +131,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.summary::smk::done")
+# context("ds.summary::smk::done")
diff --git a/tests/testthat/test-smk-ds.table.R b/tests/testthat/test-smk-ds.table.R
index bae8aae4..0dd48cef 100644
--- a/tests/testthat/test-smk-ds.table.R
+++ b/tests/testthat/test-smk-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -11,7 +12,7 @@
 #
 # Set up
 #
-context("ds.table::smk::setup")
+# context("ds.table::smk::setup")
 
 connect.all.datasets()
 
@@ -23,7 +24,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.table::smk::dataframe setup")
+# context("ds.table::smk::dataframe setup")
 test_that("simple dataframe input setup", {
   ds.asFactor(input.var.name="D$FACTOR_CHARACTER", newobj.name="factorCharacter")
   ds.asFactor(input.var.name="D$FACTOR_INTEGER", newobj.name="factorInteger")
@@ -38,7 +39,7 @@ test_that("simple dataframe input setup", {
   expect_equal(subset.res$validity.check, "<tablesource_subset> appears valid in all sources")
 })
 
-context("ds.table::smk::simple table 1D")
+# context("ds.table::smk::simple table 1D")
 test_that("simple table 1D", {
   table1.res <- ds.table(rvar='tablesource_subset$factorCharacter')
 
@@ -53,7 +54,7 @@ test_that("simple table 1D", {
   expect_equal(table1.res$validity.message, "Data in all studies were valid")
 })
 
-context("ds.table::smk::simple table 2D")
+# context("ds.table::smk::simple table 2D")
 test_that("simple table 2D", {
   table1.res <- ds.table(rvar='tablesource_subset$factorInteger', cvar='tablesource_subset$factorCharacter')
 
@@ -75,7 +76,7 @@ test_that("simple table 2D", {
   expect_equal(table1.res$validity.message, "Data in all studies were valid")
 })
 
-context("ds.table::smk::simple table 3D")
+# context("ds.table::smk::simple table 3D")
 test_that("simple table 3D", {
   expect_error(ds.table(rvar='tablesource_subset$factorInteger', cvar='tablesource_subset$factorCharacter', stvar='tablesource_subset$factorCategory'), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -141,7 +142,7 @@ test_that("simple table 3D, with assign", {
 # Done
 #
 
-context("ds.table::smk::shutdown")
+# context("ds.table::smk::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "factorCharacter", "factorInteger", "factorCategory", "tablesource", "tablesource_subset", "new_table1", "new_table2", "new_table3"))
@@ -149,4 +150,4 @@ test_that("shutdown", {
 
 disconnect.all.datasets()
 
-context("ds.table::smk::done")
+# context("ds.table::smk::done")
diff --git a/tests/testthat/test-smk-ds.table1D.R b/tests/testthat/test-smk-ds.table1D.R
index 013cdf32..a875f592 100644
--- a/tests/testthat/test-smk-ds.table1D.R
+++ b/tests/testthat/test-smk-ds.table1D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.table1D::smk::setup")
+# context("ds.table1D::smk::setup")
 
 connect.studies.dataset.cnsim(list("DIS_CVA","GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables")
+# context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables")
 test_that("GENDER_normal", {
     res <- expect_warning(ds.table1D(x='D$GENDER'), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -33,7 +34,7 @@ test_that("GENDER_normal", {
     expect_equal(res$counts[3], 9379)
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail")
+# context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail")
 test_that("DIS_CVA_invalid", {
     res <- expect_warning(ds.table1D(x='D$DIS_CVA'), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -45,7 +46,7 @@ test_that("DIS_CVA_invalid", {
     expect_equal(res$validity, "All tables are valid!")
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail split")
+# context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail split")
 test_that("DIS_CVA_invalid_split", {
     res <- expect_warning(ds.table1D(x='D$DIS_CVA', type="split"), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -57,7 +58,7 @@ test_that("DIS_CVA_invalid_split", {
     expect_equal(res$validity, "All tables are valid!")
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables")
+# context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables")
 test_that("GENDER_split", {
     res <- expect_warning(ds.table1D(x='D$GENDER', type="split"), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -67,7 +68,7 @@ test_that("GENDER_split", {
     expect_equal(res$counts$sim3[1], 2091)
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables for study 1 and 2")
+# context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables for study 1 and 2")
 test_that("GENDER_split_12", {
     res <- expect_warning(ds.table1D(datasources=ds.test_env$connections[1:2], x='D$GENDER', type="split"), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -77,7 +78,7 @@ test_that("GENDER_split_12", {
     expect_equal(res$counts$sim3[1], NULL)
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting study specific and combined contingency tables")
+# context("ds.table1D::smk::generate a one dimensional table, outputting study specific and combined contingency tables")
 test_that("GENDER_normal_2", {
     res <- expect_warning(ds.table1D(datasources=ds.test_env$connections, x='D$GENDER'), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -90,7 +91,7 @@ test_that("GENDER_normal_2", {
 # Tear down
 #
 
-context("ds.table1D::smk::shutdown")
+# context("ds.table1D::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -98,4 +99,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.table1D::smk::done")
+# context("ds.table1D::smk::done")
diff --git a/tests/testthat/test-smk-ds.table2D.R b/tests/testthat/test-smk-ds.table2D.R
index 09fc859c..596ae508 100644
--- a/tests/testthat/test-smk-ds.table2D.R
+++ b/tests/testthat/test-smk-ds.table2D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.table2D::smk::setup")
+# context("ds.table2D::smk::setup")
 
 connect.studies.dataset.cnsim(list("DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.table2D::smk")
+# context("ds.table2D::smk")
 test_that("simple table2D", {
     table2D.res <- expect_warning(ds.table2D(x='D$DIS_DIAB', y='D$GENDER'), "'ds.table2D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -56,7 +57,7 @@ test_that("simple table2D", {
 # Done
 #
 
-context("ds.table2D::smk::shutdown")
+# context("ds.table2D::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -64,4 +65,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.table2D::smk::done")
+# context("ds.table2D::smk::done")
diff --git a/tests/testthat/test-smk-ds.tapply.R b/tests/testthat/test-smk-ds.tapply.R
index b79876ff..67aad82c 100644
--- a/tests/testthat/test-smk-ds.tapply.R
+++ b/tests/testthat/test-smk-ds.tapply.R
@@ -1,6 +1,7 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2014 OBiBa,
 #               2019-2022 University of Newcastle upon Tyne. All rights reserved.
+#               2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up
 #
 
-context("ds.tapply::smk::setup")
+# context("ds.tapply::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -28,7 +29,7 @@ test_that("setup", {
 ds.assign('D$LAB_TSC', 'LAB_TSC')
 ds.assign('D$GENDER', 'GENDER')
 
-context("ds.tapply::smk::fun=mean")
+# context("ds.tapply::smk::fun=mean")
 test_that("simplest 'ds.tapply', fun=mean", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='mean')
 
@@ -56,7 +57,7 @@ test_that("simplest 'ds.tapply', fun=mean", {
     expect_equal(list$sim3$N[[2]], 1700)
 })
 
-context("ds.tapply::smk::fun=sd")
+# context("ds.tapply::smk::fun=sd")
 test_that("simplest 'ds.tapply', fun=sd", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sd')
 
@@ -84,7 +85,7 @@ test_that("simplest 'ds.tapply', fun=sd", {
     expect_equal(list$sim3$N[[2]], 1700)
 })
 
-context("ds.tapply::smk::fun=sum")
+# context("ds.tapply::smk::fun=sum")
 test_that("simplest 'ds.tapply', fun=sum", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sum')
 
@@ -112,7 +113,7 @@ test_that("simplest 'ds.tapply', fun=sum", {
     expect_equal(list$sim3$N[[2]], 1700)
 })
 
-context("ds.tapply::smk::fun=quantile")
+# context("ds.tapply::smk::fun=quantile")
 test_that("simplest 'ds.tapply', fun=quantile", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='quantile')
 
@@ -132,7 +133,7 @@ test_that("simplest 'ds.tapply', fun=quantile", {
 # Tear down
 #
 
-context("ds.tapply::smk::shutdown")
+# context("ds.tapply::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER", "LAB_TSC"))
@@ -140,4 +141,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.tapply::smk::done")
+# context("ds.tapply::smk::done")
diff --git a/tests/testthat/test-smk-ds.tapply.assign.R b/tests/testthat/test-smk-ds.tapply.assign.R
index ba13f39d..8fd4918d 100644
--- a/tests/testthat/test-smk-ds.tapply.assign.R
+++ b/tests/testthat/test-smk-ds.tapply.assign.R
@@ -1,6 +1,7 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2014 OBiBa,
 #               2019-2022 University of Newcastle upon Tyne. All rights reserved.
+#               2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up
 #
 
-context("ds.tapply.assign::smk::setup")
+# context("ds.tapply.assign::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -28,7 +29,7 @@ test_that("setup", {
 ds.assign('D$LAB_TSC', 'LAB_TSC')
 ds.assign('D$GENDER', 'GENDER')
 
-context("ds.tapply.assign::smk::fun=mean")
+# context("ds.tapply.assign::smk::fun=mean")
 test_that("simplest 'ds.tapply.assign', fun=mean", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='mean', newobj="fun_mean.newobj")
 
@@ -44,7 +45,7 @@ test_that("simplest 'ds.tapply.assign', fun=mean", {
     expect_equal(res.length$`total length of fun_mean.newobj in all studies combined`, 6)
 })
 
-context("ds.tapply.assign::smk::fun=sd")
+# context("ds.tapply.assign::smk::fun=sd")
 test_that("simplest 'ds.tapply.assign', fun=sd", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sd', newobj="fun_sd.newobj")
 
@@ -60,7 +61,7 @@ test_that("simplest 'ds.tapply.assign', fun=sd", {
     expect_equal(res.length$`total length of fun_sd.newobj in all studies combined`, 6)
 })
 
-context("ds.tapply.assign::smk::fun=sum")
+# context("ds.tapply.assign::smk::fun=sum")
 test_that("simplest 'ds.tapply.assign', fun=sum", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sum', newobj="fun_sum.newobj")
 
@@ -76,7 +77,7 @@ test_that("simplest 'ds.tapply.assign', fun=sum", {
     expect_equal(res.length$`total length of fun_sum.newobj in all studies combined`, 6)
 })
 
-context("ds.tapply.assign::smk::fun=quantile")
+# context("ds.tapply.assign::smk::fun=quantile")
 test_that("simplest 'ds.tapply.assign', fun=quantile", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='quantile', newobj="fun_quantile.newobj")
 
@@ -96,7 +97,7 @@ test_that("simplest 'ds.tapply.assign', fun=quantile", {
 # Tear down
 #
 
-context("ds.tapply.assign::smk::shutdown")
+# context("ds.tapply.assign::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER", "LAB_TSC", "fun_mean.newobj", "fun_sd.newobj", "fun_sum.newobj", "fun_quantile.newobj"))
@@ -108,4 +109,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.tapply.assign::smk::done")
+# context("ds.tapply.assign::smk::done")
diff --git a/tests/testthat/test-smk-ds.testObjExists-discordant.R b/tests/testthat/test-smk-ds.testObjExists-discordant.R
index a7d89a3e..5163217f 100644
--- a/tests/testthat/test-smk-ds.testObjExists-discordant.R
+++ b/tests/testthat/test-smk-ds.testObjExists-discordant.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.testObjExists::smk::setup")
+# context("ds.testObjExists::smk::setup")
 
 connect.discordant.dataset.simple(list("A", "B", "C"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.testObjExists::smk::discordant")
+# context("ds.testObjExists::smk::discordant")
 test_that("simple testObjExists, discordant", {
     res <- ds.testObjExists('D')
 
@@ -59,7 +60,7 @@ test_that("data.frame testObjExists, discordant", {
 # Done
 #
 
-context("ds.testObjExists::smk::shutdown")
+# context("ds.testObjExists::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -67,4 +68,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("ds.testObjExists::smk::done")
+# context("ds.testObjExists::smk::done")
diff --git a/tests/testthat/test-smk-ds.testObjExists.R b/tests/testthat/test-smk-ds.testObjExists.R
index 5b2b2c38..857fe823 100644
--- a/tests/testthat/test-smk-ds.testObjExists.R
+++ b/tests/testthat/test-smk-ds.testObjExists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.testObjExists::smk::setup")
+# context("ds.testObjExists::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.testObjExists::smk")
+# context("ds.testObjExists::smk")
 test_that("simple testObjExists", {
     res <- ds.testObjExists('D')
 
@@ -92,7 +93,7 @@ test_that("data.frame testObjExists", {
 # Done
 #
 
-context("ds.testObjExists::smk::shutdown")
+# context("ds.testObjExists::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "dataframe.newobj"))
@@ -100,4 +101,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.testObjExists::smk::done")
+# context("ds.testObjExists::smk::done")
diff --git a/tests/testthat/test-smk-ds.unList.R b/tests/testthat/test-smk-ds.unList.R
index 98fbaa98..806b1331 100644
--- a/tests/testthat/test-smk-ds.unList.R
+++ b/tests/testthat/test-smk-ds.unList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.unList::smk::setup")
+# context("ds.unList::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.unList::smk::simple test")
+# context("ds.unList::smk::simple test")
 test_that("simple test", {
     ds.asList(x.name="D$GENDER", newobj="GENDER.list")
 
@@ -39,7 +40,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.unList::smk::shutdown")
+# context("ds.unList::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER.list", "unlist.newobj"))
@@ -47,4 +48,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.unList::smk::done")
+# context("ds.unList::smk::done")
diff --git a/tests/testthat/test-smk-ds.unique.R b/tests/testthat/test-smk-ds.unique.R
index 9aca375c..21f6f5f0 100644
--- a/tests/testthat/test-smk-ds.unique.R
+++ b/tests/testthat/test-smk-ds.unique.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.unique::smk::setup")
+# context("ds.unique::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.unique::smk::simple test")
+# context("ds.unique::smk::simple test")
 test_that("simple test", {
     original.newobj.length <- ds.length("D$GENDER")
 
@@ -51,7 +52,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.unique::smk::shutdown")
+# context("ds.unique::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unique.newobj"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.unique::smk::done")
+#context("ds.unique::smk::done")
diff --git a/tests/testthat/test-smk-ds.var.R b/tests/testthat/test-smk-ds.var.R
index bc2aceb6..834ece23 100644
--- a/tests/testthat/test-smk-ds.var.R
+++ b/tests/testthat/test-smk-ds.var.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.var::smk::setup")
+# context("ds.var::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.var::smk::split")
+# context("ds.var::smk::split")
 test_that("simple var, split", {
     var.res <- ds.var(x = 'D$LAB_TSC', type='split')
 
@@ -49,7 +50,7 @@ test_that("simple var, split", {
     expect_equal(var.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.var::smk::combine")
+# context("ds.var::smk::combine")
 test_that("simple var, combine", {
     var.res <- ds.var(x = 'D$LAB_TSC', type='combine')
 
@@ -66,7 +67,7 @@ test_that("simple var, combine", {
     expect_equal(var.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.var::smk::both")
+# context("ds.var::smk::both")
 test_that("simple var, both", {
     var.res <- ds.var(x = 'D$LAB_TSC', type='both')
 
@@ -100,7 +101,7 @@ test_that("simple var, both", {
 # Done
 #
 
-context("ds.var::smk::shutdown")
+# context("ds.var::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -108,4 +109,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.var::smk::done")
+# context("ds.var::smk::done")
diff --git a/tests/testthat/test-smk-ds.vectorCalc.R b/tests/testthat/test-smk-ds.vectorCalc.R
index e318c747..3c03191f 100644
--- a/tests/testthat/test-smk-ds.vectorCalc.R
+++ b/tests/testthat/test-smk-ds.vectorCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.vectorCalc::smk::setup")
+# context("ds.vectorCalc::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_HDL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.vectorCalc::smk")
+# context("ds.vectorCalc::smk")
 test_that("simple test", {
     vectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     res <- expect_warning(ds.vectorCalc(x=vectors, calc='+'), "'ds.vectorCalc' is deprecated.\nUse 'ds.make' instead.", fixed = TRUE)
@@ -58,7 +59,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.vectorCalc::smk::shutdown")
+# context("ds.vectorCalc::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "vectorcalc.newobj"))
@@ -66,4 +67,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.vectorCalc::smk::done")
+# context("ds.vectorCalc::smk::done")
diff --git a/tests/testthat/test-smk-isDefined.R b/tests/testthat/test-smk-isDefined.R
index 5f37b0aa..44890793 100644
--- a/tests/testthat/test-smk-isDefined.R
+++ b/tests/testthat/test-smk-isDefined.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,9 +13,9 @@
 # Set up
 #
 
-context("isDefined::smk::setup")
+# context("isDefined::smk::setup")
 
-connect.discordant.dataset.simple(list("A", "B", "C"))
+# connect.discordant.dataset.simple(list("A", "B", "C"))
 
 test_that("setup", {
     ds_expect_variables(c("D"))
@@ -27,7 +27,7 @@ test_that("setup", {
 
 # default
 
-context("isDefined::smk::default")
+# context("isDefined::smk::default")
 test_that("default test, dataframe D", {
     res <- isDefined(ds.test_env$connections, "D")
     
@@ -91,7 +91,7 @@ test_that("default test, dataframe columns D$A,D$B", {
 
 # error.message = FALSE
 
-context("isDefined::smk::error.message=FALSE")
+# context("isDefined::smk::error.message=FALSE")
 test_that("error.message=FALSE test, dataframe D", {
     res <- isDefined(ds.test_env$connections, "D", error.message = FALSE)
     
@@ -197,7 +197,7 @@ test_that("error.message=FALSE test, dataframe columns D$A,D$B", {
 
 # error.message = TRUE
 
-context("isDefined::smk::error.message=TRUE")
+# context("isDefined::smk::error.message=TRUE")
 test_that("error.message=TRUE test, dataframe D", {
     res <- isDefined(ds.test_env$connections, "D", error.message = TRUE)
     
@@ -263,7 +263,7 @@ test_that("error.message=TRUE test, dataframe columns D$A,D$B", {
 # Done
 #
 
-context("isDefined::smk::shutdown")
+# context("isDefined::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -271,4 +271,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("isDefined::smk::done")
+# context("isDefined::smk::done")
diff --git a/tests/testthat/test-smk_bug-ds.listOpals.R b/tests/testthat/test-smk_bug-ds.listOpals.R
index d6b35ff6..72b28ccd 100644
--- a/tests/testthat/test-smk_bug-ds.listOpals.R
+++ b/tests/testthat/test-smk_bug-ds.listOpals.R
@@ -1,6 +1,7 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2014 OBiBa,
 #               2018-2022 University of Newcastle upon Tyne. All rights reserved.
+#               2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -19,7 +20,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 # Tests
 #
 
-context("ds.listOpals::smk::check results")
+# context("ds.listOpals::smk::check results")
 test_that("check results", {
     message <- "\n*  This function lists all Opal objects in the R analysis environment\n\n\n*  There is only one set of opals available,\n that is: 'ds.test_env$connections'\n\n\n\n*  This set of Opals has been copied to create 'default.opals',\n which all DataSHIELD functions will now use by default.\n If you want to change the default Opal object,\n please run the function ds.setDefaultOpals() again. \n\n\n\n"
 
diff --git a/tests/testthat/test-smk_dgr-ds.asCharacter.R b/tests/testthat/test-smk_dgr-ds.asCharacter.R
index 7f9e7c45..48a2fbd1 100644
--- a/tests/testthat/test-smk_dgr-ds.asCharacter.R
+++ b/tests/testthat/test-smk_dgr-ds.asCharacter.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asCharacter::smk_dgr::setup")
+# context("ds.asCharacter::smk_dgr::setup")
 
 require(dsDangerClient)
 
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asCharacter::smk_dgr::simple test")
+# context("ds.asCharacter::smk_dgr::simple test")
 test_that("simple test", {
     res <- ds.asCharacter("D$LAB_TSC")
 
@@ -39,7 +40,7 @@ test_that("simple test", {
 # Shutdown
 #
 
-context("ds.asCharacter::smk_dgr::stutdown")
+# context("ds.asCharacter::smk_dgr::stutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "ascharacter.newobj"))
@@ -51,4 +52,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.asCharacter::smk_dgr::done")
+# context("ds.asCharacter::smk_dgr::done")
diff --git a/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R b/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R
index 52807e3b..64399ac1 100644
--- a/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R
+++ b/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.listClientsideFunctions::smk_dgr::setup")
+# context("ds.listClientsideFunctions::smk_dgr::setup")
 
 require(dsDangerClient)
 
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listClientsideFunctions::smk_dgr::check results")
+# context("ds.listClientsideFunctions::smk_dgr::check results")
 test_that("check results", {
     output <- list(
         "ds.DANGERc2sMATDF",
@@ -51,7 +52,7 @@ test_that("check results", {
 # Shutdown
 #
 
-context("ds.listClientsideFunctions::smk_dgr::shutdown")
+# context("ds.listClientsideFunctions::smk_dgr::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -63,4 +64,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.listClientsideFunctions::smk_dgr::done")
+# context("ds.listClientsideFunctions::smk_dgr::done")
diff --git a/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R b/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R
index 27d2e297..9ed96227 100644
--- a/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R
+++ b/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.listServersideFunctions::smk_dgr::setup")
+# context("ds.listServersideFunctions::smk_dgr::setup")
 
 require(dsDangerClient)
 
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listServersideFunctions::smk_dgr::check results")
+# context("ds.listServersideFunctions::smk_dgr::check results")
 test_that("check results", {
     assign.functions <- factor(c(
     ))
@@ -73,7 +74,7 @@ test_that("check results", {
 # Done
 #
 
-context("ds.listServersideFunctions::smk_dgr::shtudown")
+# context("ds.listServersideFunctions::smk_dgr::shtudown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -85,4 +86,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.listServersideFunctions::smk_dgr::done")
+# context("ds.listServersideFunctions::smk_dgr::done")
diff --git a/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R b/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R
index 84027672..180278c9 100644
--- a/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R
+++ b/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk_dgr::factor::setup")
+# context("ds.recodeValues::smk_dgr::factor::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 1")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 1")
 test_that("simple factor 1", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c('0'), new.values.vector=c('2'), newobj="GENDER")
 
@@ -79,7 +80,7 @@ test_that("simple factor 1", {
     expect_length((subset(ndf.sim3, GENDER == 2))$GENDER, 2091)
 })
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 2")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 2")
 test_that("simple factor 2", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c(0), new.values.vector=c(2), newobj="GENDER")
 
@@ -134,7 +135,7 @@ test_that("simple factor 2", {
     expect_length((subset(ndf.sim3, GENDER == 2))$GENDER, 2091)
 })
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 3")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 3")
 test_that("simple factor 3", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c(0), new.values.vector=c(2), missing='3', newobj="GENDER")
 
@@ -195,7 +196,7 @@ test_that("simple factor 3", {
     expect_length((subset(ndf.sim3, GENDER == 3))$GENDER, 0)
 })
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 4")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 4")
 test_that("simple factor 4", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c(0,1), new.values.vector=c(10,20), newobj="GENDER")
 
@@ -259,7 +260,7 @@ test_that("simple factor 4", {
 #
 # Done
 #
-context("ds.recodeValues::smk_dgr::factor::shutdown")
+# context("ds.recodeValues::smk_dgr::factor::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER", "odf_1", "ndf_1", "odf_2", "ndf_2", "odf_3", "ndf_3", "odf_4", "ndf_4"))
@@ -267,4 +268,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeValues::smk_dgr::factor::done")
+# context("ds.recodeValues::smk_dgr::factor::done")
diff --git a/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R b/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R
index c6cc808b..2172c27f 100644
--- a/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R
+++ b/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk_dgr::factor_missing::setup")
+# context("ds.recodeValues::smk_dgr::factor_missing::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 1")
+# context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 1")
 test_that("simple missing factor 1", {
     res <- ds.recodeValues("D$PM_BMI_CATEGORICAL", values2replace.vector=c(1,2,3), new.values.vector=c(10,20,30), missing='999', newobj="PM_BMI_CATEGORICAL")
 
@@ -109,7 +110,7 @@ test_that("simple missing factor 1", {
     expect_length((subset(ndf.sim3, PM_BMI_CATEGORICAL == 999))$PM_BMI_CATEGORICAL, 205)
 })
 
-context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 2")
+# context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 2")
 test_that("simple missing factor 2", {
     res <- ds.recodeValues("D$PM_BMI_CATEGORICAL", values2replace.vector=c(1,2), new.values.vector=c(1,2), missing=99, newobj="PM_BMI_CATEGORICAL")
 
@@ -176,7 +177,7 @@ test_that("simple missing factor 2", {
     expect_length((subset(ndf.sim3, PM_BMI_CATEGORICAL == 99))$PM_BMI_CATEGORICAL, 205)
 })
 
-context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 3")
+# context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 3")
 test_that("simple missing factor 3", {
     res <- ds.recodeValues("D$PM_BMI_CATEGORICAL", values2replace.vector=c(1,2,3), new.values.vector=c('low','medium','high'), newobj="PM_BMI_CATEGORICAL")
 
@@ -252,7 +253,7 @@ test_that("simple missing factor 3", {
 #
 # Done
 #
-context("ds.recodeValues::smk_dgr::factor_missing::shutdown")
+# context("ds.recodeValues::smk_dgr::factor_missing::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "PM_BMI_CATEGORICAL", "odf_1", "ndf_1", "odf_2", "ndf_2", "odf_3", "ndf_3"))
@@ -260,4 +261,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeValues::smk_dgr::factor_missing::done")
+# context("ds.recodeValues::smk_dgr::factor_missing::done")
diff --git a/tests/testthat/test-smk_dgr-ds.recodeValues.R b/tests/testthat/test-smk_dgr-ds.recodeValues.R
index a7f79821..a7bf7880 100644
--- a/tests/testthat/test-smk_dgr-ds.recodeValues.R
+++ b/tests/testthat/test-smk_dgr-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk_dgr::setup")
+# context("ds.recodeValues::smk_dgr::setup")
 
 connect.studies.dataset.survival(list("time.id"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk_dgr::simple numeric")
+# context("ds.recodeValues::smk_dgr::simple numeric")
 test_that("simple test", {
     res <- ds.recodeValues("D$time.id", values2replace.vector=c(1,2), new.values.vector=c(10,20), newobj="time.id")
 
@@ -88,7 +89,7 @@ test_that("simple test", {
 #
 # Done
 #
-context("ds.recodeValues::smk_dgr::shutdown")
+# context("ds.recodeValues::smk_dgr::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "time.id", "odf", "ndf"))
@@ -96,4 +97,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.recodeValues::smk_dgr::done")
+# context("ds.recodeValues::smk_dgr::done")
diff --git a/tests/testthat/test-smk_expt-ds.mean.R b/tests/testthat/test-smk_expt-ds.mean.R
index 3d1d22fa..c2682730 100644
--- a/tests/testthat/test-smk_expt-ds.mean.R
+++ b/tests/testthat/test-smk_expt-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,112 +19,112 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_A
 # Tests
 #
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$LAB_TSC',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TSC-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$LAB_TSC', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TSC-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_TSC', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TSC-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
 #    stat.mean <- ds.mean(x='D$LAB_TRIG',type='combine')
 
 #    expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TRIG-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
 #    stat.mean <- ds.mean(x='D$LAB_TRIG', type='split')
 
 #    expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TRIG-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
 #    stat.mean <- ds.mean(x='D$LAB_TRIG', type='both')
 
 #    expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TRIG-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$LAB_HDL',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_HDL-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$LAB_HDL', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_HDL-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_HDL', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_HDL-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$LAB_GLUC_ADJUSTED',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_GLUC_ADJUSTED-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$LAB_GLUC_ADJUSTED', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_GLUC_ADJUSTED-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_GLUC_ADJUSTED', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_GLUC_ADJUSTED-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$PM_BMI_CONTINUOUS',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CONTINUOUS-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$PM_BMI_CONTINUOUS', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CONTINUOUS-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$PM_BMI_CONTINUOUS', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CONTINUOUS-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$DIS_CVA", newobj="DIS_CVA")
 
@@ -132,7 +133,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_CVA-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$DIS_CVA", newobj="DIS_CVA")
 
@@ -141,7 +142,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_CVA-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$DIS_CVA", newobj="DIS_CVA")
 
@@ -150,7 +151,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_CVA-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$MEDI_LPD", newobj="MEDI_LPD")
 
@@ -159,7 +160,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-MEDI_LPD-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$MEDI_LPD", newobj="MEDI_LPD")
 
@@ -168,7 +169,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-MEDI_LPD-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$MEDI_LPD", newobj="MEDI_LPD")
 
@@ -177,7 +178,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-MEDI_LPD-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$DIS_DIAB", newobj="DIS_DIAB")
 
@@ -186,7 +187,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_DIAB-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$DIS_DIAB", newobj="DIS_DIAB")
 
@@ -195,7 +196,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_DIAB-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$DIS_DIAB", newobj="DIS_DIAB")
 
@@ -204,7 +205,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_DIAB-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$DIS_AMI", newobj="DIS_AMI")
 
@@ -213,7 +214,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_AMI-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$DIS_AMI", newobj="DIS_AMI")
 
@@ -222,7 +223,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_AMI-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$DIS_AMI", newobj="DIS_AMI")
 
@@ -231,7 +232,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_AMI-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$GENDER", newobj="GENDER")
 
@@ -240,7 +241,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-GENDER-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$GENDER", newobj="GENDER")
 
@@ -249,7 +250,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-GENDER-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$GENDER", newobj="GENDER")
 
@@ -258,7 +259,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-GENDER-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$PM_BMI_CATEGORICAL", newobj="PM_BMI_CATEGORICAL")
 
@@ -267,7 +268,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CATEGORICAL-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$PM_BMI_CATEGORICAL", newobj="PM_BMI_CATEGORICAL")
 
@@ -276,7 +277,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CATEGORICAL-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$PM_BMI_CATEGORICAL", newobj="PM_BMI_CATEGORICAL")
 
diff --git a/tests/testthat/test-smk_expt-ds.ranksSecure.R b/tests/testthat/test-smk_expt-ds.ranksSecure.R
index 0061df2c..edb86cd2 100644
--- a/tests/testthat/test-smk_expt-ds.ranksSecure.R
+++ b/tests/testthat/test-smk_expt-ds.ranksSecure.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ranksSecure::smk_expt::setup")
+# context("ds.ranksSecure::smk_expt::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ranksSecure::smk_expt::continous, without NAs, all positive")
+# context("ds.ranksSecure::smk_expt::continous, without NAs, all positive")
 test_that("continous, without NAs, all positive", {
     res.cc <- ds.completeCases("D$LAB_TSC", newobj="CC_LAB_TSC")
     expect_equal(res.cc$validity.check, "<CC_LAB_TSC> appears valid in all sources")
@@ -40,7 +41,7 @@ test_that("continous, without NAs, all positive", {
     expect_equal_to_reference(res, 'smk_expt-results/ds.ranksSecure-cont.rds')
 })
 
-context("ds.ranksSecure::smk_expt::continous, without NAs, with negative")
+# context("ds.ranksSecure::smk_expt::continous, without NAs, with negative")
 test_that("continous, without NAs, with negative", {
     res.cc <- ds.completeCases("D$LAB_TRIG", newobj="CC_LAB_TRIG")
     expect_equal(res.cc$validity.check, "<CC_LAB_TRIG> appears valid in all sources")
@@ -56,14 +57,14 @@ test_that("continous, without NAs, with negative", {
     expect_equal_to_reference(res, 'smk_expt-results/ds.ranksSecure-cont_neg.rds')
 })
 
-context("ds.ranksSecure::smk_expt::continous, with NAs, all positive")
+# context("ds.ranksSecure::smk_expt::continous, with NAs, all positive")
 test_that("continous, with NAs, all positive", {
     res <- ds.ranksSecure("D$LAB_TSC")
 
     expect_equal_to_reference(res, 'smk_expt-results/ds.ranksSecure-cont_nas.rds')
 })
 
-context("ds.ranksSecure::smk_expt::continous, with NAs, with negative")
+# context("ds.ranksSecure::smk_expt::continous, with NAs, with negative")
 test_that("continous, with NAs, with negative", {
     res <- ds.ranksSecure("D$LAB_TRIG")
 
@@ -74,7 +75,7 @@ test_that("continous, with NAs, with negative", {
 # Done
 #
 
-context("ds.ranksSecure::smk_expt::shutdown")
+# context("ds.ranksSecure::smk_expt::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "CC_LAB_TSC", "CC_LAB_TRIG", "final.quantile.df", "summary.ranks.df", "testvar.ranks"))
@@ -82,4 +83,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ranksSecure::smk_expt::done")
+# context("ds.ranksSecure::smk_expt::done")

From 1a5bc41351ee5eebb9103536f83f2436a598b5d6 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 27 Oct 2025 13:54:53 +0000
Subject: [PATCH 28/69] New puild packages

---
 ...4.tar.gz => dsBase_6.3.5-permissive.tar.gz | Bin 3331919 -> 3332366 bytes
 ...4-permissive.tar.gz => dsBase_6.3.5.tar.gz | Bin 3331922 -> 3332367 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename dsBase_6.3.4.tar.gz => dsBase_6.3.5-permissive.tar.gz (57%)
 rename dsBase_6.3.4-permissive.tar.gz => dsBase_6.3.5.tar.gz (51%)

diff --git a/dsBase_6.3.4.tar.gz b/dsBase_6.3.5-permissive.tar.gz
similarity index 57%
rename from dsBase_6.3.4.tar.gz
rename to dsBase_6.3.5-permissive.tar.gz
index c7725adf930224bfa5d15f7864a8fe1783d2b52e..3703315ddebe85f467db0a086e3e55cd585781b6 100644
GIT binary patch
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diff --git a/dsBase_6.3.4-permissive.tar.gz b/dsBase_6.3.5.tar.gz
similarity index 51%
rename from dsBase_6.3.4-permissive.tar.gz
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From e6c1797f8845c94fe908cdc3e7a51c3e81261b86 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 27 Oct 2025 14:15:20 +0000
Subject: [PATCH 29/69] Update version

---
 DESCRIPTION                         | 2 +-
 README.md                           | 6 +++---
 armadillo_azure-pipelines.yml       | 6 +++---
 azure-pipelines.yml                 | 6 +++---
 opal_azure-pipelines.yml            | 6 +++---
 tests/testthat/test-smk-isDefined.R | 2 +-
 6 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index cc110b7f..f87cb256 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: dsBaseClient
 Title: 'DataSHIELD' Client Side Base Functions
-Version: 6.3.4
+Version: 6.3.5-9000
 Description: Base 'DataSHIELD' functions for the client side. 'DataSHIELD' is a software package which allows
     you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have
     been designed to only share non disclosive summary statistics, with built in automated output
diff --git a/README.md b/README.md
index c82341b5..616c30dc 100644
--- a/README.md
+++ b/README.md
@@ -23,8 +23,8 @@ And the development version from
 install.packages("remotes")
 remotes::install_github("datashield/dsBaseClient", "<BRANCH>")
 
-# Install v6.3.4 with the following
-remotes::install_github("datashield/dsBaseClient", "6.3.4")
+# Install v6.3.5 with the following
+remotes::install_github("datashield/dsBaseClient", "6.3.5")
 ```
 
 For a full list of development branches, checkout https://github.com/datashield/dsBaseClient/branches
@@ -50,7 +50,7 @@ The code here is organised as:
 
 [1] Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R,
   Avraam D, Marcon Y, Bishop T, Gaye A, Escribà Montagut X, Wheater S (2025). 
-  _dsBaseClient: 'DataSHIELD' Client Side Base Functions_. R package version 6.3.4.
+  _dsBaseClient: 'DataSHIELD' Client Side Base Functions_. R package version 6.3.5.
 
 [2] Gaye A, Marcon Y, Isaeva J, LaFlamme P, Turner A, Jones E, Minion J, Boyd A, Newby C, Nuotio
   M, Wilson R, Butters O, Murtagh B, Demir I, Doiron D, Giepmans L, Wallace S, Budin-Ljøsne I,
diff --git a/armadillo_azure-pipelines.yml b/armadillo_azure-pipelines.yml
index 8439c8ce..b7f98439 100644
--- a/armadillo_azure-pipelines.yml
+++ b/armadillo_azure-pipelines.yml
@@ -58,10 +58,10 @@ schedules:
       - master
     always: true
   - cron: "0 2 * * *"
-    displayName: Nightly build - v6.3.4-dev
+    displayName: Nightly build - v6.3.5-dev
     branches:
       include:
-      - v6.3.4-dev
+      - v6.3.5-dev
     always: true
 
 #########################################################################################
@@ -235,7 +235,7 @@ jobs:
 
       curl -u admin:admin -X GET http://localhost:8080/packages
 
-      curl -u admin:admin --max-time 300 -v -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.3.4-permissive.tar.gz" -X POST http://localhost:8080/install-package
+      curl -u admin:admin --max-time 300 -v -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.3.5-permissive.tar.gz" -X POST http://localhost:8080/install-package
       sleep 60
 
       docker container restart dsbaseclient_armadillo_1
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index 37bb6c77..db3d7a18 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -44,10 +44,10 @@ schedules:
       - master
     always: true
   - cron: "0 2 * * *"
-    displayName: Nightly build - v6.3.4-dev
+    displayName: Nightly build - v6.3.5-dev
     branches:
       include:
-      - v6.3.4-dev
+      - v6.3.5-dev
     always: true
 
 #########################################################################################
@@ -216,7 +216,7 @@ jobs:
   - bash: |
       R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(o)"
 
-      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = 'v6.3.4-dev'); opal.logout(opal)"
+      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = 'v6.3.5-dev'); opal.logout(opal)"
 
       sleep 60
 
diff --git a/opal_azure-pipelines.yml b/opal_azure-pipelines.yml
index 6c6103d4..dab96a79 100644
--- a/opal_azure-pipelines.yml
+++ b/opal_azure-pipelines.yml
@@ -58,10 +58,10 @@ schedules:
       - master
     always: true
   - cron: "0 2 * * *"
-    displayName: Nightly build - v6.3.4-dev
+    displayName: Nightly build - v6.3.5-dev
     branches:
       include:
-      - v6.3.4-dev
+      - v6.3.5-dev
     always: true
 
 #########################################################################################
@@ -235,7 +235,7 @@ jobs:
   - bash: |
       R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(o)"
 
-      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = 'v6.3.4-dev'); opal.logout(opal)"
+      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = 'v6.3.5-dev'); opal.logout(opal)"
 
       sleep 60
 
diff --git a/tests/testthat/test-smk-isDefined.R b/tests/testthat/test-smk-isDefined.R
index 44890793..ab3f43b0 100644
--- a/tests/testthat/test-smk-isDefined.R
+++ b/tests/testthat/test-smk-isDefined.R
@@ -15,7 +15,7 @@
 
 # context("isDefined::smk::setup")
 
-# connect.discordant.dataset.simple(list("A", "B", "C"))
+connect.discordant.dataset.simple(list("A", "B", "C"))
 
 test_that("setup", {
     ds_expect_variables(c("D"))

From 77e939efdc6012f2566ebe631c99db83c0f931ce Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 27 Oct 2025 16:37:39 +0000
Subject: [PATCH 30/69] Update file names

---
 .Rbuildignore | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.Rbuildignore b/.Rbuildignore
index e0515161..b66ab898 100644
--- a/.Rbuildignore
+++ b/.Rbuildignore
@@ -17,8 +17,8 @@
 ^R/secure.global.ranking.md$
 ^_pkgdown\.yml$
 ^docs$
-^dsBase_6.3.4.tar.gz$
-^dsBase_6.3.4-permissive.tar.gz$
+^dsBase_6.3.5.tar.gz$
+^dsBase_6.3.5-permissive.tar.gz$
 ^dsDanger_6.3.4.tar.gz$
 ^\.circleci$
 ^\.circleci/config\.yml$

From 3f393347468c72d0b6b209d30736d7b579b96223 Mon Sep 17 00:00:00 2001
From: ESCRI11 <xavier.escriba.montagut@gmail.com>
Date: Tue, 28 Oct 2025 23:12:15 +0100
Subject: [PATCH 31/69] feat: ds.mdPattern fct

---
 NAMESPACE                   |   1 +
 R/ds.mdPattern.R            | 305 ++++++++++++++++++++++++++++++++++++
 man/dot-pool_md_patterns.Rd |  20 +++
 man/ds.mdPattern.Rd         | 126 +++++++++++++++
 4 files changed, 452 insertions(+)
 create mode 100644 R/ds.mdPattern.R
 create mode 100644 man/dot-pool_md_patterns.Rd
 create mode 100644 man/ds.mdPattern.Rd

diff --git a/NAMESPACE b/NAMESPACE
index d1e89215..d1d4bf6a 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -62,6 +62,7 @@ export(ds.matrixDimnames)
 export(ds.matrixInvert)
 export(ds.matrixMult)
 export(ds.matrixTranspose)
+export(ds.mdPattern)
 export(ds.mean)
 export(ds.meanByClass)
 export(ds.meanSdGp)
diff --git a/R/ds.mdPattern.R b/R/ds.mdPattern.R
new file mode 100644
index 00000000..e553b3f1
--- /dev/null
+++ b/R/ds.mdPattern.R
@@ -0,0 +1,305 @@
+#'
+#' @title Display missing data patterns with disclosure control
+#' @description This function is a client-side wrapper for the server-side mdPatternDS
+#' function. It generates a missing data pattern matrix similar to mice::md.pattern but
+#' with disclosure control applied to prevent revealing small cell counts.
+#' @details The function calls the server-side mdPatternDS function which uses
+#' mice::md.pattern to analyze missing data patterns. Patterns with counts below the 
+#' disclosure threshold (default: nfilter.tab = 3) are suppressed to maintain privacy.
+#'
+#' \strong{Output Format:}
+#' - Each row represents a missing data pattern
+#' - Pattern counts are shown in row names (e.g., "150", "25")
+#' - Columns show 1 if the variable is observed, 0 if missing
+#' - Last column shows the total number of missing values per pattern
+#' - Last row shows the total number of missing values per variable
+#'
+#' \strong{Disclosure Control:}
+#'
+#' Suppressed patterns (count below threshold) are indicated by:
+#' - Row name: "suppressed(<N>)" where N is the threshold
+#' - All pattern values set to NA
+#' - Summary row also suppressed to prevent back-calculation
+#'
+#' \strong{Pooling Behavior (type='combine'):}
+#'
+#' When pooling across studies, the function uses a \emph{conservative approach} 
+#' for disclosure control:
+#'
+#' 1. Identifies identical missing patterns across studies
+#' 2. \strong{EXCLUDES suppressed patterns from pooling} - patterns suppressed in 
+#'    ANY study are not included in the pooled count
+#' 3. Sums counts only for non-suppressed identical patterns
+#' 4. Re-validates pooled counts against disclosure threshold
+#'
+#' \strong{Important:} This conservative approach means:
+#' - Pooled counts may be \emph{underestimates} if some studies had suppressed patterns
+#' - This prevents disclosure through subtraction (e.g., if study A shows count=5 
+#'   and pool shows count=7, one could deduce study B has count=2, violating disclosure)
+#' - Different patterns across studies are preserved separately in the pooled result
+#'
+#' @param x a character string specifying the name of a data frame or matrix on the 
+#' server-side containing the data to analyze.
+#' @param type a character string specifying the output type. If 'split' (default), 
+#' returns separate patterns for each study. If 'combine', attempts to pool patterns 
+#' across studies.
+#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained 
+#' after login. If the \code{datasources} argument is not specified, the default set of 
+#' connections will be used: see \code{\link[DSI]{datashield.connections_default}}.
+#' @return For type='split': A list with one element per study, each containing:
+#' \itemize{
+#'   \item{pattern}{The missing data pattern matrix for that study}
+#'   \item{valid}{Logical indicating if all patterns meet disclosure requirements}
+#'   \item{message}{A message describing the validity status}
+#' }
+#'
+#' For type='combine': A list containing:
+#' \itemize{
+#'   \item{pattern}{The pooled missing data pattern matrix across all studies}
+#'   \item{valid}{Logical indicating if all pooled patterns meet disclosure requirements}
+#'   \item{message}{A message describing the validity status}
+#' }
+#' @author Xavier Escribà montagut for DataSHIELD Development Team
+#' @export
+#' @examples
+#' \dontrun{
+#'  ## Version 6, for version 5 see the Wiki
+#'
+#'   # Connecting to the Opal servers
+#'
+#'   require('DSI')
+#'   require('DSOpal')
+#'   require('dsBaseClient')
+#'
+#'   builder <- DSI::newDSLoginBuilder()
+#'   builder$append(server = "study1",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
+#'                  table = "CNSIM.CNSIM1", driver = "OpalDriver")
+#'   builder$append(server = "study2",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
+#'                  table = "CNSIM.CNSIM2", driver = "OpalDriver")
+#'   logindata <- builder$build()
+#'
+#'   connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+#'
+#'   # Get missing data patterns for each study separately
+#'   patterns_split <- ds.mdPattern(x = "D", type = "split", datasources = connections)
+#'
+#'   # View results for study1
+#'   print(patterns_split$study1$pattern)
+#'   #      var1 var2 var3
+#'   # 150    1    1    1  0    <- 150 obs complete
+#'   #  25    0    1    1  1    <- 25 obs missing var1
+#'   #       25    0    0 25    <- Summary: 25 missing per variable
+#'
+#'   # Get pooled missing data patterns across studies
+#'   patterns_pooled <- ds.mdPattern(x = "D", type = "combine", datasources = connections)
+#'   print(patterns_pooled$pattern)
+#'
+#'   # Example with suppressed patterns:
+#'   # If study1 has a pattern with count=2 (suppressed) and study2 has same pattern 
+#'   # with count=5 (valid), the pooled result will show count=5 (conservative approach)
+#'   # A warning will indicate: "Pooled counts may underestimate the true total"
+#'
+#'   # Clear the Datashield R sessions and logout
+#'   datashield.logout(connections)
+#' }
+#'
+ds.mdPattern <- function(x = NULL, type = 'split', datasources = NULL){
+
+  # Look for DS connections
+  if(is.null(datasources)){
+    datasources <- datashield.connections_find()
+  }
+
+  # Ensure datasources is a list of DSConnection-class
+  if(!(is.list(datasources) && all(unlist(lapply(datasources, function(d) {methods::is(d,"DSConnection")}))))){
+    stop("The 'datasources' were expected to be a list of DSConnection-class objects", call.=FALSE)
+  }
+
+  if(is.null(x)){
+    stop("Please provide the name of a data frame or matrix!", call.=FALSE)
+  }
+
+  # Get study names
+  study_names <- names(datasources)
+
+  # Call the server side function
+  cally <- call("mdPatternDS", x)
+  results <- DSI::datashield.aggregate(datasources, cally)
+
+  # Process results based on type
+  if(type == "split"){
+    # Return individual study results
+    return(results)
+
+  } else if(type == "combine"){
+    # Pool results across studies
+
+    # First check if any study has invalid patterns
+    any_invalid <- any(sapply(results, function(r) !r$valid))
+    invalid_studies <- names(results)[sapply(results, function(r) !r$valid)]
+
+    if(any_invalid){
+      warning(
+        "Disclosure control: Some studies have suppressed patterns (below threshold).\n",
+        "  Studies with suppressed patterns: ", paste(invalid_studies, collapse=", "), "\n",
+        "  These patterns are EXCLUDED from pooling to prevent disclosure.\n",
+        "  Pooled counts may underestimate the true total.",
+        call. = FALSE
+      )
+    }
+
+    # Extract patterns from each study
+    patterns_list <- lapply(results, function(r) r$pattern)
+
+    # Check if all patterns have the same variables (columns)
+    n_vars <- sapply(patterns_list, ncol)
+    if(length(unique(n_vars)) > 1){
+      stop("Cannot pool patterns: studies have different numbers of variables", call.=FALSE)
+    }
+
+    var_names <- colnames(patterns_list[[1]])
+    if(length(patterns_list) > 1){
+      for(i in 2:length(patterns_list)){
+        if(!identical(colnames(patterns_list[[i]]), var_names)){
+          warning("Variable names differ across studies. Pooling by position.")
+          break
+        }
+      }
+    }
+
+    # Pool the patterns
+    pooled_pattern <- .pool_md_patterns(patterns_list, study_names)
+
+    # Check validity of pooled results
+    # Get threshold from first study's results or use a default check
+    nfilter.tab <- getOption("default.nfilter.tab")
+    if(is.null(nfilter.tab)) nfilter.tab <- 3
+
+    n_patterns <- nrow(pooled_pattern) - 1
+    pooled_valid <- TRUE
+
+    if(n_patterns > 0){
+      # Pattern counts are in row names
+      pattern_counts <- as.numeric(rownames(pooled_pattern)[1:n_patterns])
+      pattern_counts <- pattern_counts[!is.na(pattern_counts) & pattern_counts > 0]
+
+      if(any(pattern_counts < nfilter.tab)){
+        pooled_valid <- FALSE
+      }
+    }
+
+    pooled_message <- ifelse(pooled_valid,
+                             "Valid: all pooled pattern counts meet disclosure requirements",
+                             "Some pooled pattern counts may be below threshold")
+
+    return(list(
+      pattern = pooled_pattern,
+      valid = pooled_valid,
+      message = pooled_message,
+      studies = study_names
+    ))
+
+  } else {
+    stop("Argument 'type' must be either 'split' or 'combine'", call.=FALSE)
+  }
+}
+
+#' @title Pool missing data patterns across studies
+#' @description Internal function to pool md.pattern results from multiple studies
+#' @param patterns_list List of pattern matrices from each study
+#' @param study_names Names of the studies
+#' @return Pooled pattern matrix
+#' @keywords internal
+.pool_md_patterns <- function(patterns_list, study_names){
+
+  # Initialize with first study's pattern structure
+  pooled <- patterns_list[[1]]
+  n_vars <- ncol(pooled)
+  n_rows <- nrow(pooled) - 1  # Exclude summary row
+
+  # Create a list to store unique patterns
+  unique_patterns <- list()
+  pattern_counts <- list()
+
+  # Process each study
+  for(i in seq_along(patterns_list)){
+    pattern <- patterns_list[[i]]
+    study_n_patterns <- nrow(pattern) - 1
+
+    if(study_n_patterns > 0){
+      for(j in 1:study_n_patterns){
+        # Get pattern (columns show 1/0 for observed/missing)
+        pat_vector <- pattern[j, 1:(n_vars-1)]
+        # Pattern count is in row name
+        pat_count_str <- rownames(pattern)[j]
+        pat_count <- suppressWarnings(as.numeric(pat_count_str))
+
+        # Skip if suppressed (non-numeric row name like "suppressed(<3)")
+        if(is.na(pat_count)){
+          next
+        }
+
+        # Convert pattern to string for comparison
+        pat_string <- paste(pat_vector, collapse="_")
+
+        # Check if this pattern already exists
+        if(pat_string %in% names(unique_patterns)){
+          # Add to existing count
+          pattern_counts[[pat_string]] <- pattern_counts[[pat_string]] + pat_count
+        } else {
+          # New pattern
+          unique_patterns[[pat_string]] <- pat_vector
+          pattern_counts[[pat_string]] <- pat_count
+        }
+      }
+    }
+  }
+
+  # Build pooled pattern matrix
+  if(length(unique_patterns) == 0){
+    # No valid patterns
+    pooled[1:n_rows, ] <- NA
+  } else {
+    # Sort patterns by count (descending)
+    sorted_idx <- order(unlist(pattern_counts), decreasing = TRUE)
+    sorted_patterns <- unique_patterns[sorted_idx]
+    sorted_counts <- pattern_counts[sorted_idx]
+
+    # Create new pooled matrix
+    n_pooled_patterns <- length(sorted_patterns)
+    pooled <- matrix(NA, nrow = n_pooled_patterns + 1, ncol = n_vars)
+    colnames(pooled) <- colnames(patterns_list[[1]])
+
+    # Set row names (counts for patterns, empty for summary)
+    row_names <- c(as.character(unlist(sorted_counts)), "")
+    rownames(pooled) <- row_names
+
+    # Fill in patterns
+    for(i in 1:n_pooled_patterns){
+      pooled[i, 1:(n_vars-1)] <- sorted_patterns[[i]]
+      # Calculate number of missing for this pattern
+      pooled[i, n_vars] <- sum(sorted_patterns[[i]] == 0)
+    }
+  }
+
+  # Calculate summary row (total missing per variable)
+  # Sum across studies
+  summary_row <- rep(0, n_vars)
+  for(i in seq_along(patterns_list)){
+    study_summary <- patterns_list[[i]][nrow(patterns_list[[i]]), ]
+    # Only add if not suppressed
+    if(!all(is.na(study_summary))){
+      summary_row <- summary_row + ifelse(is.na(study_summary), 0, study_summary)
+    }
+  }
+
+  # Add summary row
+  pooled[nrow(pooled), ] <- summary_row
+
+  return(pooled)
+}
+
diff --git a/man/dot-pool_md_patterns.Rd b/man/dot-pool_md_patterns.Rd
new file mode 100644
index 00000000..baabf3e9
--- /dev/null
+++ b/man/dot-pool_md_patterns.Rd
@@ -0,0 +1,20 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/ds.mdPattern.R
+\name{.pool_md_patterns}
+\alias{.pool_md_patterns}
+\title{Pool missing data patterns across studies}
+\usage{
+.pool_md_patterns(patterns_list, study_names)
+}
+\arguments{
+\item{patterns_list}{List of pattern matrices from each study}
+
+\item{study_names}{Names of the studies}
+}
+\value{
+Pooled pattern matrix
+}
+\description{
+Internal function to pool md.pattern results from multiple studies
+}
+\keyword{internal}
diff --git a/man/ds.mdPattern.Rd b/man/ds.mdPattern.Rd
new file mode 100644
index 00000000..ffda06e0
--- /dev/null
+++ b/man/ds.mdPattern.Rd
@@ -0,0 +1,126 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/ds.mdPattern.R
+\name{ds.mdPattern}
+\alias{ds.mdPattern}
+\title{Display missing data patterns with disclosure control}
+\usage{
+ds.mdPattern(x = NULL, type = "split", datasources = NULL)
+}
+\arguments{
+\item{x}{a character string specifying the name of a data frame or matrix on the 
+server-side containing the data to analyze.}
+
+\item{type}{a character string specifying the output type. If 'split' (default), 
+returns separate patterns for each study. If 'combine', attempts to pool patterns 
+across studies.}
+
+\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained 
+after login. If the \code{datasources} argument is not specified, the default set of 
+connections will be used: see \code{\link[DSI]{datashield.connections_default}}.}
+}
+\value{
+For type='split': A list with one element per study, each containing:
+\itemize{
+  \item{pattern}{The missing data pattern matrix for that study}
+  \item{valid}{Logical indicating if all patterns meet disclosure requirements}
+  \item{message}{A message describing the validity status}
+}
+
+For type='combine': A list containing:
+\itemize{
+  \item{pattern}{The pooled missing data pattern matrix across all studies}
+  \item{valid}{Logical indicating if all pooled patterns meet disclosure requirements}
+  \item{message}{A message describing the validity status}
+}
+}
+\description{
+This function is a client-side wrapper for the server-side mdPatternDS
+function. It generates a missing data pattern matrix similar to mice::md.pattern but
+with disclosure control applied to prevent revealing small cell counts.
+}
+\details{
+The function calls the server-side mdPatternDS function which uses
+mice::md.pattern to analyze missing data patterns. Patterns with counts below the 
+disclosure threshold (default: nfilter.tab = 3) are suppressed to maintain privacy.
+
+\strong{Output Format:}
+- Each row represents a missing data pattern
+- Pattern counts are shown in row names (e.g., "150", "25")
+- Columns show 1 if the variable is observed, 0 if missing
+- Last column shows the total number of missing values per pattern
+- Last row shows the total number of missing values per variable
+
+\strong{Disclosure Control:}
+
+Suppressed patterns (count below threshold) are indicated by:
+- Row name: "suppressed(<N>)" where N is the threshold
+- All pattern values set to NA
+- Summary row also suppressed to prevent back-calculation
+
+\strong{Pooling Behavior (type='combine'):}
+
+When pooling across studies, the function uses a \emph{conservative approach} 
+for disclosure control:
+
+1. Identifies identical missing patterns across studies
+2. \strong{EXCLUDES suppressed patterns from pooling} - patterns suppressed in 
+   ANY study are not included in the pooled count
+3. Sums counts only for non-suppressed identical patterns
+4. Re-validates pooled counts against disclosure threshold
+
+\strong{Important:} This conservative approach means:
+- Pooled counts may be \emph{underestimates} if some studies had suppressed patterns
+- This prevents disclosure through subtraction (e.g., if study A shows count=5 
+  and pool shows count=7, one could deduce study B has count=2, violating disclosure)
+- Different patterns across studies are preserved separately in the pooled result
+}
+\examples{
+\dontrun{
+ ## Version 6, for version 5 see the Wiki
+
+  # Connecting to the Opal servers
+
+  require('DSI')
+  require('DSOpal')
+  require('dsBaseClient')
+
+  builder <- DSI::newDSLoginBuilder()
+  builder$append(server = "study1",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
+                 table = "CNSIM.CNSIM1", driver = "OpalDriver")
+  builder$append(server = "study2",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
+                 table = "CNSIM.CNSIM2", driver = "OpalDriver")
+  logindata <- builder$build()
+
+  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+
+  # Get missing data patterns for each study separately
+  patterns_split <- ds.mdPattern(x = "D", type = "split", datasources = connections)
+
+  # View results for study1
+  print(patterns_split$study1$pattern)
+  #      var1 var2 var3
+  # 150    1    1    1  0    <- 150 obs complete
+  #  25    0    1    1  1    <- 25 obs missing var1
+  #       25    0    0 25    <- Summary: 25 missing per variable
+
+  # Get pooled missing data patterns across studies
+  patterns_pooled <- ds.mdPattern(x = "D", type = "combine", datasources = connections)
+  print(patterns_pooled$pattern)
+
+  # Example with suppressed patterns:
+  # If study1 has a pattern with count=2 (suppressed) and study2 has same pattern 
+  # with count=5 (valid), the pooled result will show count=5 (conservative approach)
+  # A warning will indicate: "Pooled counts may underestimate the true total"
+
+  # Clear the Datashield R sessions and logout
+  datashield.logout(connections)
+}
+
+}
+\author{
+Xavier Escribà montagut for DataSHIELD Development Team
+}

From e2c190d407aa78f2d6a38f06fc6367de77da69c9 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 30 Oct 2025 12:26:49 +0000
Subject: [PATCH 32/69] Documentation update

---
 man/ds.colnames.Rd | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/man/ds.colnames.Rd b/man/ds.colnames.Rd
index e7391081..9460a567 100644
--- a/man/ds.colnames.Rd
+++ b/man/ds.colnames.Rd
@@ -9,20 +9,20 @@ ds.colnames(x = NULL, datasources = NULL)
 \arguments{
 \item{x}{a character string providing the name of the input data frame or matrix.}
 
-\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. 
+\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login.
 If the \code{datasources} argument is not specified
 the default set of connections will be used: see \code{\link[DSI]{datashield.connections_default}}.}
 }
 \value{
-\code{ds.colnames} returns the column names of 
+\code{ds.colnames} returns the column names of
 the specified server-side data frame or matrix.
 }
 \description{
-Retrieves column names of an R object on the server-side.  
+Retrieves column names of an R object on the server-side.
 This function is similar to R function \code{colnames}.
 }
 \details{
-The input is restricted to the object of type \code{data.frame} or \code{matrix}. 
+The input is restricted to the object of type \code{data.frame} or \code{matrix}.
 
 Server function called: \code{colnamesDS}
 }
@@ -37,28 +37,28 @@ Server function called: \code{colnamesDS}
   require('dsBaseClient')
 
   builder <- DSI::newDSLoginBuilder()
-  builder$append(server = "study1", 
-                 url = "http://192.168.56.100:8080/", 
-                 user = "administrator", password = "datashield_test&", 
+  builder$append(server = "study1",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
                  table = "CNSIM.CNSIM1", driver = "OpalDriver")
-  builder$append(server = "study2", 
-                 url = "http://192.168.56.100:8080/", 
-                 user = "administrator", password = "datashield_test&", 
+  builder$append(server = "study2",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
                  table = "CNSIM.CNSIM2", driver = "OpalDriver")
   builder$append(server = "study3",
-                 url = "http://192.168.56.100:8080/", 
-                 user = "administrator", password = "datashield_test&", 
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
                  table = "CNSIM.CNSIM3", driver = "OpalDriver")
   logindata <- builder$build()
-  
+
   # Log onto the remote Opal training servers
-  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D") 
+  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
 
   # Getting column names of the R objects stored in the server-side
   ds.colnames(x = "D",
               datasources = connections[1]) #only the first server ("study1") is used
   # Clear the Datashield R sessions and logout
-  datashield.logout(connections) 
+  datashield.logout(connections)
 }
 }
 \seealso{

From 43d90e41d4b625fb1248fa683afe20e6c4c69b0e Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 31 Oct 2025 14:42:00 +0000
Subject: [PATCH 33/69] Changes required for dsBaseClient to be submitted to
 CRAN

---
 DESCRIPTION        | 4 ----
 R/ds.asFactor.R    | 2 +-
 man/ds.asFactor.Rd | 2 +-
 tests/testthat.R   | 3 ++-
 4 files changed, 4 insertions(+), 7 deletions(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index f87cb256..f2d7fb09 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -36,10 +36,6 @@ Authors@R: c(person(given = "Paul",
                     family = "Avraam",
                     role = c("aut"),
                     comment = c(ORCID = "0000-0001-8908-2441")),
-             person(given = "Demetris",
-                    family = "Avraam",
-                    role = c("aut"),
-                    comment = c(ORCID = "0000-0001-8908-2441")),
              person(given = "Yannick",
                     family = "Marcon",
                     role = c("aut"),
diff --git a/R/ds.asFactor.R b/R/ds.asFactor.R
index 476f00f8..8e5fbd09 100644
--- a/R/ds.asFactor.R
+++ b/R/ds.asFactor.R
@@ -48,7 +48,7 @@
 #' \code{baseline.level = 1} and \code{forced.factor.levels = c(1,2,3,4,5)}. 
 #' The input vector is converted to the following matrix of dummy variables: 
 #'
-#' \tabular{rrrrr}{
+#' \tabular{rrrr}{
 #'   \strong{DV2} \tab \strong{DV3} \tab \strong{DV4} \tab \strong{DV5} \cr
 #'     0   \tab  0  \tab  0  \tab  0\cr
 #'     1   \tab  0  \tab  0  \tab  0\cr
diff --git a/man/ds.asFactor.Rd b/man/ds.asFactor.Rd
index c412df38..24125632 100644
--- a/man/ds.asFactor.Rd
+++ b/man/ds.asFactor.Rd
@@ -95,7 +95,7 @@ If we set the argument \code{fixed.dummy.vars = TRUE},
 \code{baseline.level = 1} and \code{forced.factor.levels = c(1,2,3,4,5)}. 
 The input vector is converted to the following matrix of dummy variables: 
 
-\tabular{rrrrr}{
+\tabular{rrrr}{
   \strong{DV2} \tab \strong{DV3} \tab \strong{DV4} \tab \strong{DV5} \cr
     0   \tab  0  \tab  0  \tab  0\cr
     1   \tab  0  \tab  0  \tab  0\cr
diff --git a/tests/testthat.R b/tests/testthat.R
index 3e6bbe15..389ee66c 100644
--- a/tests/testthat.R
+++ b/tests/testthat.R
@@ -9,4 +9,5 @@
 library(testthat)
 library(dsBaseClient)
 
-test_check("dsBaseClient")
+if (identical(Sys.getenv("NOT_CRAN"), "true"))
+    test_check("dsBaseClient")

From 19f82d0872dc82e4a6f9caecd71b9a70928e17cc Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 13 Nov 2025 12:19:36 +0000
Subject: [PATCH 34/69] Update of 'rock' & 'rsever' images

---
 docker-compose_armadillo.yml                           | 5 +++--
 tests/docker/armadillo/standard/config/application.yml | 8 +-------
 2 files changed, 4 insertions(+), 9 deletions(-)

diff --git a/docker-compose_armadillo.yml b/docker-compose_armadillo.yml
index 26bd8b85..64503958 100644
--- a/docker-compose_armadillo.yml
+++ b/docker-compose_armadillo.yml
@@ -3,7 +3,7 @@ services:
         hostname: armadillo
         ports:
             - 8080:8080
-        image: datashield/armadillo_citest:5.9.4
+        image: datashield/armadillo_citest:5.11.0
         environment:
             LOGGING_CONFIG: 'classpath:logback-file.xml'
             AUDIT_LOG_PATH: '/app/logs/audit.log'
@@ -16,6 +16,7 @@ services:
 
     default:
         hostname: default
-        image: datashield/rock-omicron-karma-permissive:devel
+        image: datashield/rock-panda-matilda:latest
+#        image: datashield/rserver-panda-lamda:devel
         environment:
             DEBUG: "FALSE"
diff --git a/tests/docker/armadillo/standard/config/application.yml b/tests/docker/armadillo/standard/config/application.yml
index 12b78ec8..07aa7d50 100644
--- a/tests/docker/armadillo/standard/config/application.yml
+++ b/tests/docker/armadillo/standard/config/application.yml
@@ -14,17 +14,11 @@ armadillo:
   # oidc-admin-user: user@yourdomain.org
   profiles:
     - name: default
-      image: datashield/rock-omicron-karma:devel
+      image: datashield/rock-panda-matilda:latest
       port: 8085
       host: default
       package-whitelist: # Packages for 'permissive'
         - dsBase
-        - dsMediation
-        - dsMTLBase
-        - dsSurvival
-        - dsTidyverse
-        - dsExposome
-        - dsOmics
         - resourcer
       function-blacklist: [ ]
       options:

From d1927597cf6ed8fee2010381a483a3a26487b369 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 13 Nov 2025 15:16:27 +0000
Subject: [PATCH 35/69] Updated packages

---
 docker-compose_armadillo.yml                           | 2 +-
 docker-compose_opal.yml                                | 2 +-
 tests/docker/armadillo/standard/config/application.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docker-compose_armadillo.yml b/docker-compose_armadillo.yml
index 64503958..37c44cda 100644
--- a/docker-compose_armadillo.yml
+++ b/docker-compose_armadillo.yml
@@ -16,7 +16,7 @@ services:
 
     default:
         hostname: default
-        image: datashield/rock-panda-matilda:latest
+        image: datashield/rock-quebrada-lamda:latest
 #        image: datashield/rserver-panda-lamda:devel
         environment:
             DEBUG: "FALSE"
diff --git a/docker-compose_opal.yml b/docker-compose_opal.yml
index 1a048f51..4eb4b608 100644
--- a/docker-compose_opal.yml
+++ b/docker-compose_opal.yml
@@ -20,6 +20,6 @@ services:
             - MONGO_INITDB_ROOT_USERNAME=root
             - MONGO_INITDB_ROOT_PASSWORD=foobar
     rock:
-        image: datashield/rock-lemon-donkey-permissive:draft
+        image: datashield/rock-quebrada-lamda-permissive:draft
         environment:
             DEBUG: "FALSE"
diff --git a/tests/docker/armadillo/standard/config/application.yml b/tests/docker/armadillo/standard/config/application.yml
index 07aa7d50..54e90c36 100644
--- a/tests/docker/armadillo/standard/config/application.yml
+++ b/tests/docker/armadillo/standard/config/application.yml
@@ -14,7 +14,7 @@ armadillo:
   # oidc-admin-user: user@yourdomain.org
   profiles:
     - name: default
-      image: datashield/rock-panda-matilda:latest
+      image: datashield/rock-quebrada-lamda-permissive:latest
       port: 8085
       host: default
       package-whitelist: # Packages for 'permissive'

From f17fd8aeafc789889c0e53f2db43ff495ef1051a Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 13 Nov 2025 15:20:27 +0000
Subject: [PATCH 36/69] Fixed type

---
 docker-compose_opal.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker-compose_opal.yml b/docker-compose_opal.yml
index 4eb4b608..a62dec67 100644
--- a/docker-compose_opal.yml
+++ b/docker-compose_opal.yml
@@ -20,6 +20,6 @@ services:
             - MONGO_INITDB_ROOT_USERNAME=root
             - MONGO_INITDB_ROOT_PASSWORD=foobar
     rock:
-        image: datashield/rock-quebrada-lamda-permissive:draft
+        image: datashield/rock-quebrada-lamda-permissive:latest
         environment:
             DEBUG: "FALSE"

From 20c12de0968f1a9d5586dcfaac54ed123a8afc78 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 13 Nov 2025 17:06:31 +0000
Subject: [PATCH 37/69] Updated for new responses for 'foobar'

---
 tests/testthat/test-arg-ds.foobar.R | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/tests/testthat/test-arg-ds.foobar.R b/tests/testthat/test-arg-ds.foobar.R
index 36d5ac97..2139dc79 100644
--- a/tests/testthat/test-arg-ds.foobar.R
+++ b/tests/testthat/test-arg-ds.foobar.R
@@ -29,10 +29,9 @@ test_that("setup", {
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
-        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
-#        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "trying to get slot \"name\" from an object of a basic class (\"NULL\") with no slots", fixed=TRUE)
+        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
     } else if (ds.test_env$driver == "OpalDriver") {
-        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
+        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
     } else {
         fail(message = "Unknown driver type", info = ds.test_env$driver)
     }
@@ -70,10 +69,9 @@ test_that("non existent aggregate foobarDS", {
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
-        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
-#        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "trying to get slot \"name\" from an object of a basic class (\"NULL\") with no slots", fixed=TRUE)
+        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
     } else if (ds.test_env$driver == "OpalDriver") {
-        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
+        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
     } else {
         fail(message = "Unknown driver type", info = ds.test_env$driver)
     }

From d33b4c41592524c0bc0202ac2c2822a9b83d05e5 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 14 Nov 2025 05:42:19 +0000
Subject: [PATCH 38/69] Fixed quotes

---
 tests/testthat/test-arg-ds.foobar.R | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/tests/testthat/test-arg-ds.foobar.R b/tests/testthat/test-arg-ds.foobar.R
index 2139dc79..19f959f2 100644
--- a/tests/testthat/test-arg-ds.foobar.R
+++ b/tests/testthat/test-arg-ds.foobar.R
@@ -29,9 +29,9 @@ test_that("setup", {
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
-        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
+        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else if (ds.test_env$driver == "OpalDriver") {
-        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
+        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else {
         fail(message = "Unknown driver type", info = ds.test_env$driver)
     }
@@ -69,9 +69,9 @@ test_that("non existent aggregate foobarDS", {
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
-        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
+        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else if (ds.test_env$driver == "OpalDriver") {
-        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function ‘dsIsAsync’ for signature ‘conn = \"NULL\"’", fixed=TRUE)
+        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else {
         fail(message = "Unknown driver type", info = ds.test_env$driver)
     }

From 366e8c5c738e39725dc5958482320f64dbb4775f Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 14 Nov 2025 06:03:46 +0000
Subject: [PATCH 39/69] Fix to 'ds.mdPattern' document and documentation
 regeneration

---
 R/ds.mdPattern.R                              |   4 +-
 docs/404.html                                 |   6 +-
 docs/LICENSE.html                             |   6 +-
 docs/authors.html                             |  18 +-
 docs/index.html                               |  13 +-
 docs/pkgdown.yml                              |   4 +-
 docs/reference/checkClass.html                |   6 +-
 docs/reference/colPercent.html                |   6 +-
 docs/reference/computeWeightedMeans.html      |   6 +-
 docs/reference/dot-pool_md_patterns.html      |  90 ++++++++
 docs/reference/ds.Boole.html                  |   6 +-
 docs/reference/ds.abs.html                    |   6 +-
 docs/reference/ds.asCharacter.html            |   6 +-
 docs/reference/ds.asDataMatrix.html           |   6 +-
 docs/reference/ds.asFactor.html               |   8 +-
 docs/reference/ds.asFactorSimple.html         |   6 +-
 docs/reference/ds.asInteger.html              |   6 +-
 docs/reference/ds.asList.html                 |   6 +-
 docs/reference/ds.asLogical.html              |   6 +-
 docs/reference/ds.asMatrix.html               |   6 +-
 docs/reference/ds.asNumeric.html              |   6 +-
 docs/reference/ds.assign.html                 |   6 +-
 docs/reference/ds.auc.html                    |   6 +-
 docs/reference/ds.boxPlot.html                |   6 +-
 docs/reference/ds.boxPlotGG.html              |   6 +-
 .../ds.boxPlotGG_data_Treatment.html          |   6 +-
 .../ds.boxPlotGG_data_Treatment_numeric.html  |   6 +-
 docs/reference/ds.boxPlotGG_numeric.html      |   6 +-
 docs/reference/ds.boxPlotGG_table.html        |   6 +-
 docs/reference/ds.bp_standards.html           |   6 +-
 docs/reference/ds.c.html                      |   6 +-
 docs/reference/ds.cbind.html                  |   6 +-
 docs/reference/ds.changeRefGroup.html         |   6 +-
 docs/reference/ds.class.html                  |   6 +-
 docs/reference/ds.colnames.html               |  28 +--
 docs/reference/ds.completeCases.html          |   6 +-
 docs/reference/ds.contourPlot.html            |   6 +-
 docs/reference/ds.cor.html                    |   6 +-
 docs/reference/ds.corTest.html                |   6 +-
 docs/reference/ds.cov.html                    |   6 +-
 docs/reference/ds.dataFrame.html              |   6 +-
 docs/reference/ds.dataFrameFill.html          |   6 +-
 docs/reference/ds.dataFrameSort.html          |   6 +-
 docs/reference/ds.dataFrameSubset.html        |   6 +-
 docs/reference/ds.densityGrid.html            |   6 +-
 docs/reference/ds.dim.html                    |   6 +-
 docs/reference/ds.dmtC2S.html                 |   6 +-
 docs/reference/ds.elspline.html               |   6 +-
 docs/reference/ds.exists.html                 |   6 +-
 docs/reference/ds.exp.html                    |   6 +-
 docs/reference/ds.extractQuantiles.html       |   6 +-
 docs/reference/ds.forestplot.html             |   6 +-
 docs/reference/ds.gamlss.html                 |   6 +-
 docs/reference/ds.getWGSR.html                |   6 +-
 docs/reference/ds.glm.html                    |   6 +-
 docs/reference/ds.glmPredict.html             |   6 +-
 docs/reference/ds.glmSLMA.html                |   6 +-
 docs/reference/ds.glmSummary.html             |   6 +-
 docs/reference/ds.glmerSLMA.html              |   6 +-
 docs/reference/ds.heatmapPlot.html            |   6 +-
 docs/reference/ds.hetcor.html                 |   6 +-
 docs/reference/ds.histogram.html              |   6 +-
 docs/reference/ds.igb_standards.html          |   6 +-
 docs/reference/ds.isNA.html                   |   6 +-
 docs/reference/ds.isValid.html                |   6 +-
 docs/reference/ds.kurtosis.html               |   6 +-
 docs/reference/ds.length.html                 |   6 +-
 docs/reference/ds.levels.html                 |   6 +-
 docs/reference/ds.lexis.html                  |   6 +-
 docs/reference/ds.list.html                   |   6 +-
 .../reference/ds.listClientsideFunctions.html |   6 +-
 docs/reference/ds.listDisclosureSettings.html |   6 +-
 docs/reference/ds.listOpals.html              |   6 +-
 .../reference/ds.listServersideFunctions.html |   6 +-
 docs/reference/ds.lmerSLMA.html               |   6 +-
 docs/reference/ds.log.html                    |   6 +-
 docs/reference/ds.look.html                   |   6 +-
 docs/reference/ds.ls.html                     |   6 +-
 docs/reference/ds.lspline.html                |   6 +-
 docs/reference/ds.make.html                   |   6 +-
 docs/reference/ds.matrix.html                 |   6 +-
 docs/reference/ds.matrixDet.html              |   6 +-
 docs/reference/ds.matrixDet.report.html       |   6 +-
 docs/reference/ds.matrixDiag.html             |   6 +-
 docs/reference/ds.matrixDimnames.html         |   6 +-
 docs/reference/ds.matrixInvert.html           |   6 +-
 docs/reference/ds.matrixMult.html             |   6 +-
 docs/reference/ds.matrixTranspose.html        |   6 +-
 docs/reference/ds.mdPattern.html              | 205 ++++++++++++++++++
 docs/reference/ds.mean.html                   |   6 +-
 docs/reference/ds.meanByClass.html            |   6 +-
 docs/reference/ds.meanSdGp.html               |   6 +-
 docs/reference/ds.merge.html                  |   6 +-
 docs/reference/ds.message.html                |   6 +-
 docs/reference/ds.metadata.html               |   6 +-
 docs/reference/ds.mice.html                   |   6 +-
 docs/reference/ds.names.html                  |   6 +-
 docs/reference/ds.ns.html                     |   6 +-
 docs/reference/ds.numNA.html                  |   6 +-
 docs/reference/ds.qlspline.html               |   6 +-
 docs/reference/ds.quantileMean.html           |   6 +-
 docs/reference/ds.rBinom.html                 |   6 +-
 docs/reference/ds.rNorm.html                  |   6 +-
 docs/reference/ds.rPois.html                  |   6 +-
 docs/reference/ds.rUnif.html                  |   6 +-
 docs/reference/ds.ranksSecure.html            |   6 +-
 docs/reference/ds.rbind.html                  |   6 +-
 docs/reference/ds.reShape.html                |   6 +-
 docs/reference/ds.recodeLevels.html           |   6 +-
 docs/reference/ds.recodeValues.html           |   6 +-
 docs/reference/ds.rep.html                    |   6 +-
 docs/reference/ds.replaceNA.html              |   6 +-
 docs/reference/ds.rm.html                     |   6 +-
 docs/reference/ds.rowColCalc.html             |   6 +-
 docs/reference/ds.sample.html                 |   6 +-
 docs/reference/ds.scatterPlot.html            |   6 +-
 docs/reference/ds.seq.html                    |   6 +-
 docs/reference/ds.setDefaultOpals.html        |   6 +-
 docs/reference/ds.setSeed.html                |   6 +-
 docs/reference/ds.skewness.html               |   6 +-
 docs/reference/ds.sqrt.html                   |   6 +-
 docs/reference/ds.subset.html                 |   6 +-
 docs/reference/ds.subsetByClass.html          |   6 +-
 docs/reference/ds.summary.html                |   6 +-
 docs/reference/ds.table.html                  |   6 +-
 docs/reference/ds.table1D.html                |   6 +-
 docs/reference/ds.table2D.html                |   6 +-
 docs/reference/ds.tapply.assign.html          |   6 +-
 docs/reference/ds.tapply.html                 |   6 +-
 docs/reference/ds.testObjExists.html          |   6 +-
 docs/reference/ds.unList.html                 |   6 +-
 docs/reference/ds.unique.html                 |   6 +-
 docs/reference/ds.var.html                    |   6 +-
 docs/reference/ds.vectorCalc.html             |   6 +-
 docs/reference/extract.html                   |   6 +-
 docs/reference/getPooledMean.html             |   6 +-
 docs/reference/getPooledVar.html              |   6 +-
 docs/reference/glmChecks.html                 |   6 +-
 docs/reference/index.html                     |  10 +-
 docs/reference/isAssigned.html                |   6 +-
 docs/reference/isDefined.html                 |   6 +-
 docs/reference/logical2int.html               |   6 +-
 docs/reference/meanByClassHelper0a.html       |   6 +-
 docs/reference/meanByClassHelper0b.html       |   6 +-
 docs/reference/meanByClassHelper1.html        |   6 +-
 docs/reference/meanByClassHelper2.html        |   6 +-
 docs/reference/meanByClassHelper3.html        |   6 +-
 docs/reference/meanByClassHelper4.html        |   6 +-
 docs/reference/rowPercent.html                |   6 +-
 docs/reference/subsetHelper.html              |   6 +-
 docs/sitemap.xml                              |   2 +
 man/ds.mdPattern.Rd                           |   4 +-
 152 files changed, 764 insertions(+), 468 deletions(-)
 create mode 100644 docs/reference/dot-pool_md_patterns.html
 create mode 100644 docs/reference/ds.mdPattern.html

diff --git a/R/ds.mdPattern.R b/R/ds.mdPattern.R
index e553b3f1..af59498e 100644
--- a/R/ds.mdPattern.R
+++ b/R/ds.mdPattern.R
@@ -47,14 +47,14 @@
 #' after login. If the \code{datasources} argument is not specified, the default set of 
 #' connections will be used: see \code{\link[DSI]{datashield.connections_default}}.
 #' @return For type='split': A list with one element per study, each containing:
-#' \itemize{
+#' \describe{
 #'   \item{pattern}{The missing data pattern matrix for that study}
 #'   \item{valid}{Logical indicating if all patterns meet disclosure requirements}
 #'   \item{message}{A message describing the validity status}
 #' }
 #'
 #' For type='combine': A list containing:
-#' \itemize{
+#' \describe{
 #'   \item{pattern}{The pooled missing data pattern matrix across all studies}
 #'   \item{valid}{Logical indicating if all pooled patterns meet disclosure requirements}
 #'   \item{message}{A message describing the validity status}
diff --git a/docs/404.html b/docs/404.html
index 761ee0b9..76de734e 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -32,7 +32,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -73,12 +73,12 @@ <h1>Page not found (404)</h1>
 
       <footer><div class="copyright">
   <p></p>
-<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer>
diff --git a/docs/LICENSE.html b/docs/LICENSE.html
index b495f548..e721df6e 100644
--- a/docs/LICENSE.html
+++ b/docs/LICENSE.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -256,11 +256,11 @@ <h1>NA</h1>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/authors.html b/docs/authors.html
index 177847f6..ea2155cd 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -71,10 +71,6 @@ <h1>Authors and Citation</h1>
           <p><strong>Demetris Avraam</strong>. Author. <a href="https://orcid.org/0000-0001-8908-2441" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
         </li>
-        <li>
-          <p><strong>Demetris Avraam</strong>. Author. <a href="https://orcid.org/0000-0001-8908-2441" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
-          </p>
-        </li>
         <li>
           <p><strong>Yannick Marcon</strong>. Author. <a href="https://orcid.org/0000-0003-0138-2023" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
@@ -104,14 +100,14 @@ <h1 id="citation">Citation</h1>
     </div>
 
 
-    <p>Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Avraam D, Marcon Y, Bishop T, Gaye A, Escribà-Montagut X, Wheater S (2025).
+    <p>Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Marcon Y, Bishop T, Gaye A, Escribà-Montagut X, Wheater S (????).
 <em>dsBaseClient: 'DataSHIELD' Client Side Base Functions</em>.
-R package version 6.3.4.
+R package version 6.3.5-9000.
 </p>
     <pre>@Manual{,
   title = {dsBaseClient: 'DataSHIELD' Client Side Base Functions},
-  author = {Paul Burton and Rebecca Wilson and Olly Butters and Patricia Ryser-Welch and Alex Westerberg and Leire Abarrategui and Roberto Villegas-Diaz and Demetris Avraam and Demetris Avraam and Yannick Marcon and Tom Bishop and Amadou Gaye and Xavier Escribà-Montagut and Stuart Wheater},
-  note = {R package version 6.3.4},
+  author = {Paul Burton and Rebecca Wilson and Olly Butters and Patricia Ryser-Welch and Alex Westerberg and Leire Abarrategui and Roberto Villegas-Diaz and Demetris Avraam and Yannick Marcon and Tom Bishop and Amadou Gaye and Xavier Escribà-Montagut and Stuart Wheater},
+  note = {R package version 6.3.5-9000},
 }</pre>
     <p>Gaye A, Marcon Y, Isaeva J, LaFlamme P, Turner A, Jones E, Minion J, Boyd A, Newby C, Nuotio M, Wilson R, Butters O, Murtagh B, Demir I, Doiron D, Giepmans L, Wallace S, Budin-Ljøsne I, Schmidt C, Boffetta P, Boniol M, Bota M, Carter K, deKlerk N, Dibben C, Francis R, Hiekkalinna T, Hveem K, Kvaløy K, Millar S, Perry I, Peters A, Phillips C, Popham F, Raab G, Reischl E, Sheehan N, Waldenberger M, Perola M, van den Heuvel E, Macleod J, Knoppers B, Stolk R, Fortier I, Harris J, Woffenbuttel B, Murtagh M, Ferretti V, Burton P (2014).
 “DataSHIELD: taking the analysis to the data, not the data to the analysis.”
@@ -168,11 +164,11 @@ <h1 id="citation">Citation</h1>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/index.html b/docs/index.html
index cc91e149..f76381f0 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -33,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -72,8 +72,8 @@ <h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"remotes"</span><span class="op">)</span></span>
 <span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"datashield/dsBaseClient"</span>, <span class="st">"&lt;BRANCH&gt;"</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># Install v6.3.4 with the following</span></span>
-<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"datashield/dsBaseClient"</span>, <span class="st">"6.3.4"</span><span class="op">)</span></span></code></pre></div>
+<span><span class="co"># Install v6.3.5 with the following</span></span>
+<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"datashield/dsBaseClient"</span>, <span class="st">"6.3.5"</span><span class="op">)</span></span></code></pre></div>
 <p>For a full list of development branches, checkout <a href="https://github.com/datashield/dsBaseClient/branches" class="external-link uri">https://github.com/datashield/dsBaseClient/branches</a></p>
 </div>
 <div class="section level2">
@@ -111,7 +111,7 @@ <h2 id="about">About<a class="anchor" aria-label="anchor" href="#about"></a>
 <div class="section level2">
 <h2 id="references">References<a class="anchor" aria-label="anchor" href="#references"></a>
 </h2>
-<p>[1] Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Marcon Y, Bishop T, Gaye A, Escribà Montagut X, Wheater S (2025). <em>dsBaseClient: ‘DataSHIELD’ Client Side Base Functions</em>. R package version 6.3.4.</p>
+<p>[1] Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Marcon Y, Bishop T, Gaye A, Escribà Montagut X, Wheater S (2025). <em>dsBaseClient: ‘DataSHIELD’ Client Side Base Functions</em>. R package version 6.3.5.</p>
 <p>[2] Gaye A, Marcon Y, Isaeva J, LaFlamme P, Turner A, Jones E, Minion J, Boyd A, Newby C, Nuotio M, Wilson R, Butters O, Murtagh B, Demir I, Doiron D, Giepmans L, Wallace S, Budin-Ljøsne I, Oliver Schmidt C, Boffetta P, Boniol M, Bota M, Carter K, deKlerk N, Dibben C, Francis R, Hiekkalinna T, Hveem K, Kvaløy K, Millar S, Perry I, Peters A, Phillips C, Popham F, Raab G, Reischl E, Sheehan N, Waldenberger M, Perola M, van den Heuvel E, Macleod J, Knoppers B, Stolk R, Fortier I, Harris J, Woffenbuttel B, Murtagh M, Ferretti V, Burton P (2014). “DataSHIELD: taking the analysis to the data, not the data to the analysis.” <em>International Journal of Epidemiology</em>, <em>43</em>(6), 1929-1944. <a href="https://doi.org/10.1093/ije/dyu188" class="external-link uri">https://doi.org/10.1093/ije/dyu188</a>.</p>
 <p>[3] Wilson R, W. Butters O, Avraam D, Baker J, Tedds J, Turner A, Murtagh M, R. Burton P (2017). “DataSHIELD – New Directions and Dimensions.” <em>Data Science Journal</em>, <em>16</em>(21), 1-21. <a href="https://doi.org/10.5334/dsj-2017-021" class="external-link uri">https://doi.org/10.5334/dsj-2017-021</a>.</p>
 <p>[4] Avraam D, Wilson R, Aguirre Chan N, Banerjee S, Bishop T, Butters O, Cadman T, Cederkvist L, Duijts L, Escribà Montagut X, Garner H, Gonçalves G, González J, Haakma S, Hartlev M, Hasenauer J, Huth M, Hyde E, Jaddoe V, Marcon Y, Mayrhofer M, Molnar-Gabor F, Morgan A, Murtagh M, Nestor M, Nybo Andersen A, Parker S, Pinot de Moira A, Schwarz F, Strandberg-Larsen K, Swertz M, Welten M, Wheater S, Burton P (2024). “DataSHIELD: mitigating disclosure risk in a multi-site federated analysis platform.” <em>Bioinformatics Advances</em>, <em>5</em>(1), 1-21. <a href="https://doi.org/10.1093/bioadv/vbaf046" class="external-link uri">https://doi.org/10.1093/bioadv/vbaf046</a>.</p>
@@ -154,7 +154,6 @@ <h2 data-toc-skip>Developers</h2>
 <li>Leire Abarrategui <br><small class="roles"> Author </small>   </li>
 <li>Roberto Villegas-Diaz <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-5036-8661" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 <li>Demetris Avraam <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-8908-2441" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
-<li>Demetris Avraam <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-8908-2441" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 <li>Yannick Marcon <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0003-0138-2023" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 <li>Tom Bishop <br><small class="roles"> Author </small>   </li>
 <li>Amadou Gaye <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0002-1180-2792" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
@@ -171,12 +170,12 @@ <h2 data-toc-skip>Developers</h2>
 
       <footer><div class="copyright">
   <p></p>
-<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer>
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index ee4120e3..87290833 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -1,5 +1,5 @@
 pandoc: 3.1.3
-pkgdown: 2.1.3
+pkgdown: 2.2.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2025-09-17T15:10Z
+last_built: 2025-11-14T05:59Z
diff --git a/docs/reference/checkClass.html b/docs/reference/checkClass.html
index db54dc45..3ccfc4dd 100644
--- a/docs/reference/checkClass.html
+++ b/docs/reference/checkClass.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -78,11 +78,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/colPercent.html b/docs/reference/colPercent.html
index f17b1a1f..f4057a4f 100644
--- a/docs/reference/colPercent.html
+++ b/docs/reference/colPercent.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -76,11 +76,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/computeWeightedMeans.html b/docs/reference/computeWeightedMeans.html
index 6aed4d33..075bcbd7 100644
--- a/docs/reference/computeWeightedMeans.html
+++ b/docs/reference/computeWeightedMeans.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -84,11 +84,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/dot-pool_md_patterns.html b/docs/reference/dot-pool_md_patterns.html
new file mode 100644
index 00000000..6ab173a6
--- /dev/null
+++ b/docs/reference/dot-pool_md_patterns.html
@@ -0,0 +1,90 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Pool missing data patterns across studies — .pool_md_patterns • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Pool missing data patterns across studies — .pool_md_patterns"><meta property="og:description" content="Internal function to pool md.pattern results from multiple studies"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body data-spy="scroll" data-target="#toc">
+
+
+    <div class="container template-reference-topic">
+      <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
+  <div class="container">
+    <div class="navbar-header">
+      <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
+        <span class="sr-only">Toggle navigation</span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+      </button>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">dsBaseClient</a>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+      </span>
+    </div>
+
+    <div id="navbar" class="navbar-collapse collapse">
+      <ul class="nav navbar-nav"><li>
+  <a href="../reference/index.html">Reference</a>
+</li>
+      </ul><ul class="nav navbar-nav navbar-right"></ul></div><!--/.nav-collapse -->
+  </div><!--/.container -->
+</div><!--/.navbar -->
+
+
+
+      </header><div class="row">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+    <h1>Pool missing data patterns across studies</h1>
+
+    <div class="hidden name"><code>dot-pool_md_patterns.Rd</code></div>
+    </div>
+
+    <div class="ref-description">
+    <p>Internal function to pool md.pattern results from multiple studies</p>
+    </div>
+
+    <div id="ref-usage">
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">.pool_md_patterns</span><span class="op">(</span><span class="va">patterns_list</span>, <span class="va">study_names</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div id="arguments">
+    <h2>Arguments</h2>
+
+
+<dl><dt id="arg-patterns-list">patterns_list<a class="anchor" aria-label="anchor" href="#arg-patterns-list"></a></dt>
+<dd><p>List of pattern matrices from each study</p></dd>
+
+
+<dt id="arg-study-names">study_names<a class="anchor" aria-label="anchor" href="#arg-study-names"></a></dt>
+<dd><p>Names of the studies</p></dd>
+
+</dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>Pooled pattern matrix</p>
+    </div>
+
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2>
+    </nav></div>
+</div>
+
+
+      <footer><div class="copyright">
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+</div>
+
+<div class="pkgdown">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
+</div>
+
+      </footer></div>
+
+
+
+
+
+
+  </body></html>
+
diff --git a/docs/reference/ds.Boole.html b/docs/reference/ds.Boole.html
index b3e3b55e..c048a7c5 100644
--- a/docs/reference/ds.Boole.html
+++ b/docs/reference/ds.Boole.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -200,11 +200,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.abs.html b/docs/reference/ds.abs.html
index d986834a..1ea40036 100644
--- a/docs/reference/ds.abs.html
+++ b/docs/reference/ds.abs.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -150,11 +150,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asCharacter.html b/docs/reference/ds.asCharacter.html
index 9b2b1fda..5cd2add9 100644
--- a/docs/reference/ds.asCharacter.html
+++ b/docs/reference/ds.asCharacter.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -132,11 +132,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asDataMatrix.html b/docs/reference/ds.asDataMatrix.html
index eb7b66e3..4047f2d4 100644
--- a/docs/reference/ds.asDataMatrix.html
+++ b/docs/reference/ds.asDataMatrix.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -135,11 +135,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asFactor.html b/docs/reference/ds.asFactor.html
index a2db6d26..01c06a1b 100644
--- a/docs/reference/ds.asFactor.html
+++ b/docs/reference/ds.asFactor.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -144,7 +144,7 @@ <h2>Details</h2>
 If we set the argument <code>fixed.dummy.vars = TRUE</code>,
 <code>baseline.level = 1</code> and <code>forced.factor.levels = c(1,2,3,4,5)</code>.
 The input vector is converted to the following matrix of dummy variables:</p>
-<table class="table table"><tr><td><strong>DV2</strong></td><td><strong>DV3</strong></td><td><strong>DV4</strong></td><td><strong>DV5</strong></td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td></tr></table><p>For the same example if the <code>baseline.level = 3</code> then the matrix is:</p>
+<table class="table table"><tr><td><strong>DV2</strong></td><td><strong>DV3</strong></td><td><strong>DV4</strong></td><td><strong>DV5</strong></td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td></tr></table><p>For the same example if the <code>baseline.level = 3</code> then the matrix is:</p>
 <p></p><table class="table table"><tr><td><strong>DV1</strong></td><td><strong>DV2</strong></td><td><strong>DV4</strong></td><td><strong>DV5</strong></td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td></tr></table><p>In the first instance the first row of the matrix has zeros in all entries indicating
 that the first data point belongs to level 1 (as the baseline level is equal to 1).
 The second row has 1 at the first (<code>DV2</code>) column and zeros elsewhere,
@@ -229,11 +229,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asFactorSimple.html b/docs/reference/ds.asFactorSimple.html
index 32283795..57359dce 100644
--- a/docs/reference/ds.asFactorSimple.html
+++ b/docs/reference/ds.asFactorSimple.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -103,11 +103,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asInteger.html b/docs/reference/ds.asInteger.html
index 0bb6cce0..a8627c31 100644
--- a/docs/reference/ds.asInteger.html
+++ b/docs/reference/ds.asInteger.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -148,11 +148,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asList.html b/docs/reference/ds.asList.html
index 45437c4b..d96e0175 100644
--- a/docs/reference/ds.asList.html
+++ b/docs/reference/ds.asList.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -133,11 +133,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asLogical.html b/docs/reference/ds.asLogical.html
index 58658647..0e7f466c 100644
--- a/docs/reference/ds.asLogical.html
+++ b/docs/reference/ds.asLogical.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -134,11 +134,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asMatrix.html b/docs/reference/ds.asMatrix.html
index c961e258..2fdb38cc 100644
--- a/docs/reference/ds.asMatrix.html
+++ b/docs/reference/ds.asMatrix.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -136,11 +136,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asNumeric.html b/docs/reference/ds.asNumeric.html
index 76ec5136..92568451 100644
--- a/docs/reference/ds.asNumeric.html
+++ b/docs/reference/ds.asNumeric.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -147,11 +147,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.assign.html b/docs/reference/ds.assign.html
index af6b3e02..9147ef7d 100644
--- a/docs/reference/ds.assign.html
+++ b/docs/reference/ds.assign.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.auc.html b/docs/reference/ds.auc.html
index 2c93a308..5cb42031 100644
--- a/docs/reference/ds.auc.html
+++ b/docs/reference/ds.auc.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -89,11 +89,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlot.html b/docs/reference/ds.boxPlot.html
index c7b9a1e0..c45fad72 100644
--- a/docs/reference/ds.boxPlot.html
+++ b/docs/reference/ds.boxPlot.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -113,11 +113,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlotGG.html b/docs/reference/ds.boxPlotGG.html
index 1d545639..6fcb7dfe 100644
--- a/docs/reference/ds.boxPlotGG.html
+++ b/docs/reference/ds.boxPlotGG.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -108,11 +108,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlotGG_data_Treatment.html b/docs/reference/ds.boxPlotGG_data_Treatment.html
index 4ad0dbdc..f6725607 100644
--- a/docs/reference/ds.boxPlotGG_data_Treatment.html
+++ b/docs/reference/ds.boxPlotGG_data_Treatment.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -95,11 +95,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html b/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
index 4e760a43..3ef53fd4 100644
--- a/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
+++ b/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -75,11 +75,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlotGG_numeric.html b/docs/reference/ds.boxPlotGG_numeric.html
index a2f69f98..1c398f12 100644
--- a/docs/reference/ds.boxPlotGG_numeric.html
+++ b/docs/reference/ds.boxPlotGG_numeric.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -91,11 +91,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlotGG_table.html b/docs/reference/ds.boxPlotGG_table.html
index 46f7ed91..0e413ec3 100644
--- a/docs/reference/ds.boxPlotGG_table.html
+++ b/docs/reference/ds.boxPlotGG_table.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -106,11 +106,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.bp_standards.html b/docs/reference/ds.bp_standards.html
index e3ab71fd..63287423 100644
--- a/docs/reference/ds.bp_standards.html
+++ b/docs/reference/ds.bp_standards.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -126,11 +126,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.c.html b/docs/reference/ds.c.html
index d15251ba..8ca8947e 100644
--- a/docs/reference/ds.c.html
+++ b/docs/reference/ds.c.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -132,11 +132,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.cbind.html b/docs/reference/ds.cbind.html
index 91ef0d49..056fd695 100644
--- a/docs/reference/ds.cbind.html
+++ b/docs/reference/ds.cbind.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -206,11 +206,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.changeRefGroup.html b/docs/reference/ds.changeRefGroup.html
index 30b39d21..582977b3 100644
--- a/docs/reference/ds.changeRefGroup.html
+++ b/docs/reference/ds.changeRefGroup.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -199,11 +199,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.class.html b/docs/reference/ds.class.html
index 7906dc57..a8f801c7 100644
--- a/docs/reference/ds.class.html
+++ b/docs/reference/ds.class.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -130,11 +130,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.colnames.html b/docs/reference/ds.colnames.html
index 64853c41..8b3e9edf 100644
--- a/docs/reference/ds.colnames.html
+++ b/docs/reference/ds.colnames.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -94,28 +94,28 @@ <h2>Examples</h2>
 <span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
-<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
-<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
-<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
 <span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
-<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
-<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
-<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
 <span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
 <span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
-<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
-<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
 <span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
 <span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
-<span class="r-in"><span>  </span></span>
+<span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="co"># Log onto the remote Opal training servers</span></span></span>
-<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="co"># Getting column names of the R objects stored in the server-side</span></span></span>
 <span class="r-in"><span>  <span class="fu">ds.colnames</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"D"</span>,</span></span>
 <span class="r-in"><span>              datasources <span class="op">=</span> <span class="va">connections</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span> <span class="co">#only the first server ("study1") is used</span></span></span>
 <span class="r-in"><span>  <span class="co"># Clear the Datashield R sessions and logout</span></span></span>
-<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
@@ -127,11 +127,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.completeCases.html b/docs/reference/ds.completeCases.html
index 6fa86c83..a9ff0c0d 100644
--- a/docs/reference/ds.completeCases.html
+++ b/docs/reference/ds.completeCases.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -147,11 +147,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.contourPlot.html b/docs/reference/ds.contourPlot.html
index 2c4cd97d..e0bb625d 100644
--- a/docs/reference/ds.contourPlot.html
+++ b/docs/reference/ds.contourPlot.html
@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.cor.html b/docs/reference/ds.cor.html
index 19251198..887f0f96 100644
--- a/docs/reference/ds.cor.html
+++ b/docs/reference/ds.cor.html
@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.corTest.html b/docs/reference/ds.corTest.html
index fdd369b9..dc17c584 100644
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       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -162,11 +162,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
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diff --git a/docs/reference/ds.cov.html b/docs/reference/ds.cov.html
index 3637997c..5e74651c 100644
--- a/docs/reference/ds.cov.html
+++ b/docs/reference/ds.cov.html
@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
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diff --git a/docs/reference/ds.dataFrame.html b/docs/reference/ds.dataFrame.html
index 791095af..b1c95ffc 100644
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@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -199,11 +199,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dataFrameFill.html b/docs/reference/ds.dataFrameFill.html
index 7278740e..0474ebc0 100644
--- a/docs/reference/ds.dataFrameFill.html
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -150,11 +150,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dataFrameSort.html b/docs/reference/ds.dataFrameSort.html
index 99e75c79..68de8de4 100644
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@@ -17,7 +17,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -171,11 +171,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dataFrameSubset.html b/docs/reference/ds.dataFrameSubset.html
index 73448ea5..364804f4 100644
--- a/docs/reference/ds.dataFrameSubset.html
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -216,11 +216,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.densityGrid.html b/docs/reference/ds.densityGrid.html
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@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -120,11 +120,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dim.html b/docs/reference/ds.dim.html
index 037e87c7..6194f824 100644
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@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -167,11 +167,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dmtC2S.html b/docs/reference/ds.dmtC2S.html
index b0c53132..82588087 100644
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@@ -18,7 +18,7 @@
       </button>
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -120,11 +120,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
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+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.elspline.html b/docs/reference/ds.elspline.html
index b2a8d5d8..fcccde94 100644
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@@ -20,7 +20,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -119,11 +119,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.exists.html b/docs/reference/ds.exists.html
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@@ -18,7 +18,7 @@
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
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@@ -138,11 +138,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.exp.html b/docs/reference/ds.exp.html
index eff91413..e374038c 100644
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@@ -18,7 +18,7 @@
       </button>
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
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@@ -132,11 +132,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.extractQuantiles.html b/docs/reference/ds.extractQuantiles.html
index 0984ace6..6feb3123 100644
--- a/docs/reference/ds.extractQuantiles.html
+++ b/docs/reference/ds.extractQuantiles.html
@@ -26,7 +26,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -176,11 +176,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.forestplot.html b/docs/reference/ds.forestplot.html
index 8ad597e4..00815834 100644
--- a/docs/reference/ds.forestplot.html
+++ b/docs/reference/ds.forestplot.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -118,11 +118,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.gamlss.html b/docs/reference/ds.gamlss.html
index 6ea9d060..26aafb58 100644
--- a/docs/reference/ds.gamlss.html
+++ b/docs/reference/ds.gamlss.html
@@ -23,7 +23,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -215,11 +215,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.getWGSR.html b/docs/reference/ds.getWGSR.html
index 2b697ccb..22a4217d 100644
--- a/docs/reference/ds.getWGSR.html
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -204,11 +204,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glm.html b/docs/reference/ds.glm.html
index 651c41e0..d2266135 100644
--- a/docs/reference/ds.glm.html
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -427,11 +427,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmPredict.html b/docs/reference/ds.glmPredict.html
index 2d4434a0..3293386c 100644
--- a/docs/reference/ds.glmPredict.html
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -227,11 +227,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmSLMA.html b/docs/reference/ds.glmSLMA.html
index d5ab72ff..f69f4455 100644
--- a/docs/reference/ds.glmSLMA.html
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -493,11 +493,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmSummary.html b/docs/reference/ds.glmSummary.html
index 5bacf7ad..f8587472 100644
--- a/docs/reference/ds.glmSummary.html
+++ b/docs/reference/ds.glmSummary.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -154,11 +154,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmerSLMA.html b/docs/reference/ds.glmerSLMA.html
index ccc7ec13..86b780cd 100644
--- a/docs/reference/ds.glmerSLMA.html
+++ b/docs/reference/ds.glmerSLMA.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -379,11 +379,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.heatmapPlot.html b/docs/reference/ds.heatmapPlot.html
index b45a3e6f..90d22717 100644
--- a/docs/reference/ds.heatmapPlot.html
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -199,11 +199,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.hetcor.html b/docs/reference/ds.hetcor.html
index 2373f711..ddae1c95 100644
--- a/docs/reference/ds.hetcor.html
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -124,11 +124,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.histogram.html b/docs/reference/ds.histogram.html
index 329bbf7a..c601fe88 100644
--- a/docs/reference/ds.histogram.html
+++ b/docs/reference/ds.histogram.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -190,11 +190,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.igb_standards.html b/docs/reference/ds.igb_standards.html
index 1f04c7bb..d59ea674 100644
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -141,11 +141,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.isNA.html b/docs/reference/ds.isNA.html
index 7fa98292..5ffc9ab2 100644
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.isValid.html b/docs/reference/ds.isValid.html
index 3ad491a0..fa089373 100644
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@@ -18,7 +18,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.kurtosis.html b/docs/reference/ds.kurtosis.html
index 8c2012be..0811beba 100644
--- a/docs/reference/ds.kurtosis.html
+++ b/docs/reference/ds.kurtosis.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -103,11 +103,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.length.html b/docs/reference/ds.length.html
index f71fef07..98475e72 100644
--- a/docs/reference/ds.length.html
+++ b/docs/reference/ds.length.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -157,11 +157,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.levels.html b/docs/reference/ds.levels.html
index c2f42b3c..f626f0ea 100644
--- a/docs/reference/ds.levels.html
+++ b/docs/reference/ds.levels.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -133,11 +133,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.lexis.html b/docs/reference/ds.lexis.html
index 2f5e87db..4bf68a51 100644
--- a/docs/reference/ds.lexis.html
+++ b/docs/reference/ds.lexis.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -298,11 +298,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.list.html b/docs/reference/ds.list.html
index b6acfeb3..f5484fc8 100644
--- a/docs/reference/ds.list.html
+++ b/docs/reference/ds.list.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -129,11 +129,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listClientsideFunctions.html b/docs/reference/ds.listClientsideFunctions.html
index 46871aa7..fd144a53 100644
--- a/docs/reference/ds.listClientsideFunctions.html
+++ b/docs/reference/ds.listClientsideFunctions.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -86,11 +86,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listDisclosureSettings.html b/docs/reference/ds.listDisclosureSettings.html
index 205f07cf..5b83dcad 100644
--- a/docs/reference/ds.listDisclosureSettings.html
+++ b/docs/reference/ds.listDisclosureSettings.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -162,11 +162,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listOpals.html b/docs/reference/ds.listOpals.html
index 977c9afc..664e3630 100644
--- a/docs/reference/ds.listOpals.html
+++ b/docs/reference/ds.listOpals.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -80,11 +80,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listServersideFunctions.html b/docs/reference/ds.listServersideFunctions.html
index 9dd4dc55..a583b0ce 100644
--- a/docs/reference/ds.listServersideFunctions.html
+++ b/docs/reference/ds.listServersideFunctions.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -124,11 +124,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.lmerSLMA.html b/docs/reference/ds.lmerSLMA.html
index acc1a825..74f8b6b2 100644
--- a/docs/reference/ds.lmerSLMA.html
+++ b/docs/reference/ds.lmerSLMA.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -328,11 +328,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.log.html b/docs/reference/ds.log.html
index 2380a59f..244f01fd 100644
--- a/docs/reference/ds.log.html
+++ b/docs/reference/ds.log.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -138,11 +138,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.look.html b/docs/reference/ds.look.html
index 398e3095..0dcac2c3 100644
--- a/docs/reference/ds.look.html
+++ b/docs/reference/ds.look.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -147,11 +147,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.ls.html b/docs/reference/ds.ls.html
index 6fd23b81..e94bbd91 100644
--- a/docs/reference/ds.ls.html
+++ b/docs/reference/ds.ls.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -198,11 +198,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.lspline.html b/docs/reference/ds.lspline.html
index 4b78e6eb..5cab21c8 100644
--- a/docs/reference/ds.lspline.html
+++ b/docs/reference/ds.lspline.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -116,11 +116,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.make.html b/docs/reference/ds.make.html
index fc098055..f09551cc 100644
--- a/docs/reference/ds.make.html
+++ b/docs/reference/ds.make.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -201,11 +201,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrix.html b/docs/reference/ds.matrix.html
index 6301c538..7c827a13 100644
--- a/docs/reference/ds.matrix.html
+++ b/docs/reference/ds.matrix.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -246,11 +246,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDet.html b/docs/reference/ds.matrixDet.html
index 09e6bab9..7fb61c69 100644
--- a/docs/reference/ds.matrixDet.html
+++ b/docs/reference/ds.matrixDet.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -164,11 +164,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDet.report.html b/docs/reference/ds.matrixDet.report.html
index 4fdbd6b1..1d3062f2 100644
--- a/docs/reference/ds.matrixDet.report.html
+++ b/docs/reference/ds.matrixDet.report.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -152,11 +152,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDiag.html b/docs/reference/ds.matrixDiag.html
index 84200fc8..de8a3471 100644
--- a/docs/reference/ds.matrixDiag.html
+++ b/docs/reference/ds.matrixDiag.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -155,11 +155,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDimnames.html b/docs/reference/ds.matrixDimnames.html
index 8cc27186..08828559 100644
--- a/docs/reference/ds.matrixDimnames.html
+++ b/docs/reference/ds.matrixDimnames.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -170,11 +170,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixInvert.html b/docs/reference/ds.matrixInvert.html
index 0937e4bd..17725d88 100644
--- a/docs/reference/ds.matrixInvert.html
+++ b/docs/reference/ds.matrixInvert.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -157,11 +157,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixMult.html b/docs/reference/ds.matrixMult.html
index 737b4cca..a3d407fe 100644
--- a/docs/reference/ds.matrixMult.html
+++ b/docs/reference/ds.matrixMult.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -174,11 +174,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixTranspose.html b/docs/reference/ds.matrixTranspose.html
index 8e3dabe4..80cbda3f 100644
--- a/docs/reference/ds.matrixTranspose.html
+++ b/docs/reference/ds.matrixTranspose.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -159,11 +159,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.mdPattern.html b/docs/reference/ds.mdPattern.html
new file mode 100644
index 00000000..3276f408
--- /dev/null
+++ b/docs/reference/ds.mdPattern.html
@@ -0,0 +1,205 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Display missing data patterns with disclosure control — ds.mdPattern • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Display missing data patterns with disclosure control — ds.mdPattern"><meta property="og:description" content="This function is a client-side wrapper for the server-side mdPatternDS
+function. It generates a missing data pattern matrix similar to mice::md.pattern but
+with disclosure control applied to prevent revealing small cell counts."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body data-spy="scroll" data-target="#toc">
+
+
+    <div class="container template-reference-topic">
+      <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
+  <div class="container">
+    <div class="navbar-header">
+      <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
+        <span class="sr-only">Toggle navigation</span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+      </button>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">dsBaseClient</a>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+      </span>
+    </div>
+
+    <div id="navbar" class="navbar-collapse collapse">
+      <ul class="nav navbar-nav"><li>
+  <a href="../reference/index.html">Reference</a>
+</li>
+      </ul><ul class="nav navbar-nav navbar-right"></ul></div><!--/.nav-collapse -->
+  </div><!--/.container -->
+</div><!--/.navbar -->
+
+
+
+      </header><div class="row">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+    <h1>Display missing data patterns with disclosure control</h1>
+
+    <div class="hidden name"><code>ds.mdPattern.Rd</code></div>
+    </div>
+
+    <div class="ref-description">
+    <p>This function is a client-side wrapper for the server-side mdPatternDS
+function. It generates a missing data pattern matrix similar to mice::md.pattern but
+with disclosure control applied to prevent revealing small cell counts.</p>
+    </div>
+
+    <div id="ref-usage">
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">ds.mdPattern</span><span class="op">(</span>x <span class="op">=</span> <span class="cn">NULL</span>, type <span class="op">=</span> <span class="st">"split"</span>, datasources <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div id="arguments">
+    <h2>Arguments</h2>
+
+
+<dl><dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt>
+<dd><p>a character string specifying the name of a data frame or matrix on the
+server-side containing the data to analyze.</p></dd>
+
+
+<dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
+<dd><p>a character string specifying the output type. If 'split' (default),
+returns separate patterns for each study. If 'combine', attempts to pool patterns
+across studies.</p></dd>
+
+
+<dt id="arg-datasources">datasources<a class="anchor" aria-label="anchor" href="#arg-datasources"></a></dt>
+<dd><p>a list of <code><a href="https://datashield.github.io/DSI/reference/DSConnection-class.html" class="external-link">DSConnection-class</a></code> objects obtained
+after login. If the <code>datasources</code> argument is not specified, the default set of
+connections will be used: see <code><a href="https://datashield.github.io/DSI/reference/datashield.connections_default.html" class="external-link">datashield.connections_default</a></code>.</p></dd>
+
+</dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>For type='split': A list with one element per study, each containing:</p><dl><dt>pattern</dt>
+<dd><p>The missing data pattern matrix for that study</p></dd>
+
+  <dt>valid</dt>
+<dd><p>Logical indicating if all patterns meet disclosure requirements</p></dd>
+
+  <dt>message</dt>
+<dd><p>A message describing the validity status</p></dd>
+
+
+</dl><p>For type='combine': A list containing:</p><dl><dt>pattern</dt>
+<dd><p>The pooled missing data pattern matrix across all studies</p></dd>
+
+  <dt>valid</dt>
+<dd><p>Logical indicating if all pooled patterns meet disclosure requirements</p></dd>
+
+  <dt>message</dt>
+<dd><p>A message describing the validity status</p></dd>
+
+
+</dl></div>
+    <div id="details">
+    <h2>Details</h2>
+    <p>The function calls the server-side mdPatternDS function which uses
+mice::md.pattern to analyze missing data patterns. Patterns with counts below the
+disclosure threshold (default: nfilter.tab = 3) are suppressed to maintain privacy.</p>
+<p><strong>Output Format:</strong>
+- Each row represents a missing data pattern
+- Pattern counts are shown in row names (e.g., "150", "25")
+- Columns show 1 if the variable is observed, 0 if missing
+- Last column shows the total number of missing values per pattern
+- Last row shows the total number of missing values per variable</p>
+<p><strong>Disclosure Control:</strong></p>
+<p>Suppressed patterns (count below threshold) are indicated by:
+- Row name: "suppressed(&lt;N&gt;)" where N is the threshold
+- All pattern values set to NA
+- Summary row also suppressed to prevent back-calculation</p>
+<p><strong>Pooling Behavior (type='combine'):</strong></p>
+<p>When pooling across studies, the function uses a <em>conservative approach</em>
+for disclosure control:</p>
+<p>1. Identifies identical missing patterns across studies
+2. <strong>EXCLUDES suppressed patterns from pooling</strong> - patterns suppressed in
+   ANY study are not included in the pooled count
+3. Sums counts only for non-suppressed identical patterns
+4. Re-validates pooled counts against disclosure threshold</p>
+<p><strong>Important:</strong> This conservative approach means:
+- Pooled counts may be <em>underestimates</em> if some studies had suppressed patterns
+- This prevents disclosure through subtraction (e.g., if study A shows count=5
+  and pool shows count=7, one could deduce study B has count=2, violating disclosure)
+- Different patterns across studies are preserved separately in the pooled result</p>
+    </div>
+    <div id="author">
+    <h2>Author</h2>
+    <p>Xavier Escribà montagut for DataSHIELD Development Team</p>
+    </div>
+
+    <div id="ref-examples">
+    <h2>Examples</h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span> <span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Get missing data patterns for each study separately</span></span></span>
+<span class="r-in"><span>  <span class="va">patterns_split</span> <span class="op">&lt;-</span> <span class="fu">ds.mdPattern</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"D"</span>, type <span class="op">=</span> <span class="st">"split"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># View results for study1</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">patterns_split</span><span class="op">$</span><span class="va">study1</span><span class="op">$</span><span class="va">pattern</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="co">#      var1 var2 var3</span></span></span>
+<span class="r-in"><span>  <span class="co"># 150    1    1    1  0    &lt;- 150 obs complete</span></span></span>
+<span class="r-in"><span>  <span class="co">#  25    0    1    1  1    &lt;- 25 obs missing var1</span></span></span>
+<span class="r-in"><span>  <span class="co">#       25    0    0 25    &lt;- Summary: 25 missing per variable</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Get pooled missing data patterns across studies</span></span></span>
+<span class="r-in"><span>  <span class="va">patterns_pooled</span> <span class="op">&lt;-</span> <span class="fu">ds.mdPattern</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"D"</span>, type <span class="op">=</span> <span class="st">"combine"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">patterns_pooled</span><span class="op">$</span><span class="va">pattern</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example with suppressed patterns:</span></span></span>
+<span class="r-in"><span>  <span class="co"># If study1 has a pattern with count=2 (suppressed) and study2 has same pattern </span></span></span>
+<span class="r-in"><span>  <span class="co"># with count=5 (valid), the pooled result will show count=5 (conservative approach)</span></span></span>
+<span class="r-in"><span>  <span class="co"># A warning will indicate: "Pooled counts may underestimate the true total"</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Clear the Datashield R sessions and logout</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2>
+    </nav></div>
+</div>
+
+
+      <footer><div class="copyright">
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+</div>
+
+<div class="pkgdown">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
+</div>
+
+      </footer></div>
+
+
+
+
+
+
+  </body></html>
+
diff --git a/docs/reference/ds.mean.html b/docs/reference/ds.mean.html
index 5bac04db..3bdb5ff0 100644
--- a/docs/reference/ds.mean.html
+++ b/docs/reference/ds.mean.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -185,11 +185,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.meanByClass.html b/docs/reference/ds.meanByClass.html
index 411ed733..e005a1b7 100644
--- a/docs/reference/ds.meanByClass.html
+++ b/docs/reference/ds.meanByClass.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -169,11 +169,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.meanSdGp.html b/docs/reference/ds.meanSdGp.html
index ffc0c2bf..5ea28f3d 100644
--- a/docs/reference/ds.meanSdGp.html
+++ b/docs/reference/ds.meanSdGp.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -214,11 +214,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.merge.html b/docs/reference/ds.merge.html
index 1ad185ef..d0ca186d 100644
--- a/docs/reference/ds.merge.html
+++ b/docs/reference/ds.merge.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -232,11 +232,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.message.html b/docs/reference/ds.message.html
index bbbb5cd7..9696de74 100644
--- a/docs/reference/ds.message.html
+++ b/docs/reference/ds.message.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -144,11 +144,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.metadata.html b/docs/reference/ds.metadata.html
index 64330a09..f1b34d6f 100644
--- a/docs/reference/ds.metadata.html
+++ b/docs/reference/ds.metadata.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -122,11 +122,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.mice.html b/docs/reference/ds.mice.html
index 2bc5ccc7..11fdf6bc 100644
--- a/docs/reference/ds.mice.html
+++ b/docs/reference/ds.mice.html
@@ -25,7 +25,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -160,11 +160,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.names.html b/docs/reference/ds.names.html
index aa35230e..f228e974 100644
--- a/docs/reference/ds.names.html
+++ b/docs/reference/ds.names.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -142,11 +142,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.ns.html b/docs/reference/ds.ns.html
index 1a30398f..bc8dbd23 100644
--- a/docs/reference/ds.ns.html
+++ b/docs/reference/ds.ns.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -129,11 +129,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.numNA.html b/docs/reference/ds.numNA.html
index 7cfea2ca..bd2b93ca 100644
--- a/docs/reference/ds.numNA.html
+++ b/docs/reference/ds.numNA.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -127,11 +127,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.qlspline.html b/docs/reference/ds.qlspline.html
index b5039387..13976b63 100644
--- a/docs/reference/ds.qlspline.html
+++ b/docs/reference/ds.qlspline.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -128,11 +128,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.quantileMean.html b/docs/reference/ds.quantileMean.html
index 7f935afb..3fa6e30e 100644
--- a/docs/reference/ds.quantileMean.html
+++ b/docs/reference/ds.quantileMean.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -146,11 +146,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rBinom.html b/docs/reference/ds.rBinom.html
index ea94d67c..c7511c1b 100644
--- a/docs/reference/ds.rBinom.html
+++ b/docs/reference/ds.rBinom.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -198,11 +198,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rNorm.html b/docs/reference/ds.rNorm.html
index bdddcf80..e6903438 100644
--- a/docs/reference/ds.rNorm.html
+++ b/docs/reference/ds.rNorm.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -213,11 +213,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rPois.html b/docs/reference/ds.rPois.html
index cd46f0a0..14dac9fa 100644
--- a/docs/reference/ds.rPois.html
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@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -188,11 +188,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rUnif.html b/docs/reference/ds.rUnif.html
index 5823f42f..ad6f79f4 100644
--- a/docs/reference/ds.rUnif.html
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -219,11 +219,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.ranksSecure.html b/docs/reference/ds.ranksSecure.html
index 963c254e..23fcb1ad 100644
--- a/docs/reference/ds.ranksSecure.html
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -278,11 +278,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rbind.html b/docs/reference/ds.rbind.html
index 6a117c6d..ff061994 100644
--- a/docs/reference/ds.rbind.html
+++ b/docs/reference/ds.rbind.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -171,11 +171,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.reShape.html b/docs/reference/ds.reShape.html
index 069891e6..0fdfef11 100644
--- a/docs/reference/ds.reShape.html
+++ b/docs/reference/ds.reShape.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -194,11 +194,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.recodeLevels.html b/docs/reference/ds.recodeLevels.html
index 1272061b..3ab8184d 100644
--- a/docs/reference/ds.recodeLevels.html
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -144,11 +144,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.recodeValues.html b/docs/reference/ds.recodeValues.html
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--- a/docs/reference/ds.recodeValues.html
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -132,11 +132,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rep.html b/docs/reference/ds.rep.html
index 71db19a6..93314e20 100644
--- a/docs/reference/ds.rep.html
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@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -206,11 +206,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.replaceNA.html b/docs/reference/ds.replaceNA.html
index 8fe3ba9a..daf71fd1 100644
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@@ -18,7 +18,7 @@
       </button>
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         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
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@@ -170,11 +170,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rm.html b/docs/reference/ds.rm.html
index 7403ff28..89577e4f 100644
--- a/docs/reference/ds.rm.html
+++ b/docs/reference/ds.rm.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -140,11 +140,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rowColCalc.html b/docs/reference/ds.rowColCalc.html
index bfbd7386..066ba937 100644
--- a/docs/reference/ds.rowColCalc.html
+++ b/docs/reference/ds.rowColCalc.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -143,11 +143,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.sample.html b/docs/reference/ds.sample.html
index bd9e1679..c71ab1c0 100644
--- a/docs/reference/ds.sample.html
+++ b/docs/reference/ds.sample.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -234,11 +234,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.scatterPlot.html b/docs/reference/ds.scatterPlot.html
index ae651863..3157bbd6 100644
--- a/docs/reference/ds.scatterPlot.html
+++ b/docs/reference/ds.scatterPlot.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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@@ -222,11 +222,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.seq.html b/docs/reference/ds.seq.html
index 08b34ac8..43f5826b 100644
--- a/docs/reference/ds.seq.html
+++ b/docs/reference/ds.seq.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -213,11 +213,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.setDefaultOpals.html b/docs/reference/ds.setDefaultOpals.html
index 3b34696d..6bc3c338 100644
--- a/docs/reference/ds.setDefaultOpals.html
+++ b/docs/reference/ds.setDefaultOpals.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -93,11 +93,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.setSeed.html b/docs/reference/ds.setSeed.html
index eac16115..8fbc6f9b 100644
--- a/docs/reference/ds.setSeed.html
+++ b/docs/reference/ds.setSeed.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -156,11 +156,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.skewness.html b/docs/reference/ds.skewness.html
index ad9e9fa1..e47d41df 100644
--- a/docs/reference/ds.skewness.html
+++ b/docs/reference/ds.skewness.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -154,11 +154,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.sqrt.html b/docs/reference/ds.sqrt.html
index c0f0612e..68ba8666 100644
--- a/docs/reference/ds.sqrt.html
+++ b/docs/reference/ds.sqrt.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -145,11 +145,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.subset.html b/docs/reference/ds.subset.html
index ff9d08f2..b6fe78dc 100644
--- a/docs/reference/ds.subset.html
+++ b/docs/reference/ds.subset.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -180,11 +180,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.subsetByClass.html b/docs/reference/ds.subsetByClass.html
index b401a156..f7327c76 100644
--- a/docs/reference/ds.subsetByClass.html
+++ b/docs/reference/ds.subsetByClass.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -142,11 +142,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.summary.html b/docs/reference/ds.summary.html
index b0990fab..6e2e5212 100644
--- a/docs/reference/ds.summary.html
+++ b/docs/reference/ds.summary.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -139,11 +139,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.table.html b/docs/reference/ds.table.html
index bcd1b612..a0a5b33f 100644
--- a/docs/reference/ds.table.html
+++ b/docs/reference/ds.table.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -284,11 +284,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.table1D.html b/docs/reference/ds.table1D.html
index 354a9ef6..649440ce 100644
--- a/docs/reference/ds.table1D.html
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@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -160,11 +160,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.table2D.html b/docs/reference/ds.table2D.html
index 88dfcfd5..9d95ea76 100644
--- a/docs/reference/ds.table2D.html
+++ b/docs/reference/ds.table2D.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
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@@ -139,11 +139,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.tapply.assign.html b/docs/reference/ds.tapply.assign.html
index 158d6245..d83d1884 100644
--- a/docs/reference/ds.tapply.assign.html
+++ b/docs/reference/ds.tapply.assign.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
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     </div>
 
@@ -212,11 +212,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.tapply.html b/docs/reference/ds.tapply.html
index 99f9338e..a6316cd9 100644
--- a/docs/reference/ds.tapply.html
+++ b/docs/reference/ds.tapply.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -203,11 +203,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.testObjExists.html b/docs/reference/ds.testObjExists.html
index 241fcd88..01ef0d5e 100644
--- a/docs/reference/ds.testObjExists.html
+++ b/docs/reference/ds.testObjExists.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.unList.html b/docs/reference/ds.unList.html
index c31ca868..4b82e8d1 100644
--- a/docs/reference/ds.unList.html
+++ b/docs/reference/ds.unList.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -149,11 +149,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.unique.html b/docs/reference/ds.unique.html
index a887836e..75ef9a19 100644
--- a/docs/reference/ds.unique.html
+++ b/docs/reference/ds.unique.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -122,11 +122,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.var.html b/docs/reference/ds.var.html
index 109a1e78..27909929 100644
--- a/docs/reference/ds.var.html
+++ b/docs/reference/ds.var.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -153,11 +153,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.vectorCalc.html b/docs/reference/ds.vectorCalc.html
index 385c3eca..751e36d5 100644
--- a/docs/reference/ds.vectorCalc.html
+++ b/docs/reference/ds.vectorCalc.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -120,11 +120,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/extract.html b/docs/reference/extract.html
index ee10ef5d..7a0c6c0e 100644
--- a/docs/reference/extract.html
+++ b/docs/reference/extract.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -72,11 +72,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/getPooledMean.html b/docs/reference/getPooledMean.html
index 5f25fe1c..cdcccea0 100644
--- a/docs/reference/getPooledMean.html
+++ b/docs/reference/getPooledMean.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -79,11 +79,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/getPooledVar.html b/docs/reference/getPooledVar.html
index b1136e23..7f31abe2 100644
--- a/docs/reference/getPooledVar.html
+++ b/docs/reference/getPooledVar.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -79,11 +79,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/glmChecks.html b/docs/reference/glmChecks.html
index f2ea4435..4fd35271 100644
--- a/docs/reference/glmChecks.html
+++ b/docs/reference/glmChecks.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -100,11 +100,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/index.html b/docs/reference/index.html
index 66ffc059..e0bd33e3 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -353,6 +353,10 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p><code><a href="ds.matrixTranspose.html">ds.matrixTranspose()</a></code> </p>
         </td>
         <td><p>Transposes a server-side matrix</p></td>
+      </tr><tr><td>
+          <p><code><a href="ds.mdPattern.html">ds.mdPattern()</a></code> </p>
+        </td>
+        <td><p>Display missing data patterns with disclosure control</p></td>
       </tr><tr><td>
           <p><code><a href="ds.mean.html">ds.mean()</a></code> </p>
         </td>
@@ -538,11 +542,11 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/isAssigned.html b/docs/reference/isAssigned.html
index 8044eb8b..554032c6 100644
--- a/docs/reference/isAssigned.html
+++ b/docs/reference/isAssigned.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -80,11 +80,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/isDefined.html b/docs/reference/isDefined.html
index f2cbb94b..87c16b64 100644
--- a/docs/reference/isDefined.html
+++ b/docs/reference/isDefined.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -91,11 +91,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/logical2int.html b/docs/reference/logical2int.html
index 34f4853f..dc5e29d1 100644
--- a/docs/reference/logical2int.html
+++ b/docs/reference/logical2int.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -74,11 +74,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper0a.html b/docs/reference/meanByClassHelper0a.html
index 98dd1e0e..ae4c1bfa 100644
--- a/docs/reference/meanByClassHelper0a.html
+++ b/docs/reference/meanByClassHelper0a.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -93,11 +93,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper0b.html b/docs/reference/meanByClassHelper0b.html
index 4e4fb247..99ffdb8d 100644
--- a/docs/reference/meanByClassHelper0b.html
+++ b/docs/reference/meanByClassHelper0b.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -97,11 +97,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper1.html b/docs/reference/meanByClassHelper1.html
index 9df03a52..5ce0be12 100644
--- a/docs/reference/meanByClassHelper1.html
+++ b/docs/reference/meanByClassHelper1.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -90,11 +90,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper2.html b/docs/reference/meanByClassHelper2.html
index 5466cbed..4cb7975a 100644
--- a/docs/reference/meanByClassHelper2.html
+++ b/docs/reference/meanByClassHelper2.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -91,11 +91,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper3.html b/docs/reference/meanByClassHelper3.html
index d3bcf8f1..1783f341 100644
--- a/docs/reference/meanByClassHelper3.html
+++ b/docs/reference/meanByClassHelper3.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -90,11 +90,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper4.html b/docs/reference/meanByClassHelper4.html
index 2b8f40b7..4d955f4d 100644
--- a/docs/reference/meanByClassHelper4.html
+++ b/docs/reference/meanByClassHelper4.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -100,11 +100,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/rowPercent.html b/docs/reference/rowPercent.html
index df968529..d945d6c1 100644
--- a/docs/reference/rowPercent.html
+++ b/docs/reference/rowPercent.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -76,11 +76,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/subsetHelper.html b/docs/reference/subsetHelper.html
index 0a94aa1b..bc97b31b 100644
--- a/docs/reference/subsetHelper.html
+++ b/docs/reference/subsetHelper.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.4</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 39df9eef..fe21f864 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -6,6 +6,7 @@
 <url><loc>/reference/checkClass.html</loc></url>
 <url><loc>/reference/colPercent.html</loc></url>
 <url><loc>/reference/computeWeightedMeans.html</loc></url>
+<url><loc>/reference/dot-pool_md_patterns.html</loc></url>
 <url><loc>/reference/ds.Boole.html</loc></url>
 <url><loc>/reference/ds.abs.html</loc></url>
 <url><loc>/reference/ds.asCharacter.html</loc></url>
@@ -84,6 +85,7 @@
 <url><loc>/reference/ds.matrixInvert.html</loc></url>
 <url><loc>/reference/ds.matrixMult.html</loc></url>
 <url><loc>/reference/ds.matrixTranspose.html</loc></url>
+<url><loc>/reference/ds.mdPattern.html</loc></url>
 <url><loc>/reference/ds.mean.html</loc></url>
 <url><loc>/reference/ds.meanByClass.html</loc></url>
 <url><loc>/reference/ds.meanSdGp.html</loc></url>
diff --git a/man/ds.mdPattern.Rd b/man/ds.mdPattern.Rd
index ffda06e0..b1bacc0b 100644
--- a/man/ds.mdPattern.Rd
+++ b/man/ds.mdPattern.Rd
@@ -20,14 +20,14 @@ connections will be used: see \code{\link[DSI]{datashield.connections_default}}.
 }
 \value{
 For type='split': A list with one element per study, each containing:
-\itemize{
+\describe{
   \item{pattern}{The missing data pattern matrix for that study}
   \item{valid}{Logical indicating if all patterns meet disclosure requirements}
   \item{message}{A message describing the validity status}
 }
 
 For type='combine': A list containing:
-\itemize{
+\describe{
   \item{pattern}{The pooled missing data pattern matrix across all studies}
   \item{valid}{Logical indicating if all pooled patterns meet disclosure requirements}
   \item{message}{A message describing the validity status}

From 9694b00b876c89475c7a40829d145c5cb9574eb5 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 14 Nov 2025 06:22:47 +0000
Subject: [PATCH 40/69] Removed options call setting datashield.errors.print to
 TRUE, for the moment

---
 tests/testthat/test-smk-ds.colnames.R | 1 -
 1 file changed, 1 deletion(-)

diff --git a/tests/testthat/test-smk-ds.colnames.R b/tests/testthat/test-smk-ds.colnames.R
index 0e9aaf35..9a665707 100644
--- a/tests/testthat/test-smk-ds.colnames.R
+++ b/tests/testthat/test-smk-ds.colnames.R
@@ -25,7 +25,6 @@ test_that("setup", {
 # Tests
 #
 
-options(datashield.errors.print = TRUE)
 # context("ds.colnames::smk")
 test_that("simple colnames", {
     myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")

From 3a76f872338da166f6f8c93ef2ca025999179b12 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 14 Nov 2025 11:26:30 +0000
Subject: [PATCH 41/69] Fixes for 'ds.colnames'

---
 .../perf_files/default_perf_profile.csv       |  2 +-
 tests/testthat/test-smk-ds.colnames.R         | 19 +++++++++++--------
 2 files changed, 12 insertions(+), 9 deletions(-)

diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index d75711a3..ead05698 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -6,7 +6,7 @@
 "ds.asNumeric::perf:0","2.185","0.5","2"
 "ds.assign::perf::0","5.490","0.5","2"
 "ds.class::perf::combine:0","4.760","0.5","2"
-"ds.colnames::perf:0","4.159","0.5","2"
+"ds.colnames::perf:0","9.578","0.5","2"
 "ds.exists::perf::combine:0","11.09","0.5","2"
 "ds.length::perf::combine:0","9.479","0.5","2"
 "ds.mean::perf::combine:0","9.650","0.5","2"
diff --git a/tests/testthat/test-smk-ds.colnames.R b/tests/testthat/test-smk-ds.colnames.R
index 9a665707..ee98cc2e 100644
--- a/tests/testthat/test-smk-ds.colnames.R
+++ b/tests/testthat/test-smk-ds.colnames.R
@@ -47,18 +47,21 @@ test_that("simple colnames", {
 test_that("fails if the object does not exist", {
   expect_error(
     ds.colnames("non_existing_df"),
-    regexp = "'non_existing_df' does not exist",
+    regexp = "There are some DataSHIELD errors, list them with datashield.error()",
     ignore.case = TRUE
   )
 })
 
-test_that("fails if object is not a data frame or matrix", {
-  expect_error(
-    ds.colnames("D$LAB_TSC"),
-    regexp = "must be of type data.frame or matrix",
-    ignore.case = TRUE
-  )
-})
+###########################################
+###     Remote checks not performed     ###
+###########################################
+# test_that("fails if object is not a data frame or matrix", {
+#   expect_error(
+#     ds.colnames("D$LAB_TSC"),
+#     regexp = "must be of type data.frame or matrix",
+#     ignore.case = TRUE
+#   )
+# })
 
 #
 # Done

From 3c2188cc8184497330f1922796822b29f5507454 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Wed, 19 Nov 2025 13:59:29 +0000
Subject: [PATCH 42/69] Save and restore 'par' values

---
 R/ds.contourPlot.R | 4 ++++
 R/ds.heatmapPlot.R | 4 ++++
 R/ds.histogram.R   | 4 ++++
 R/ds.scatterPlot.R | 4 ++++
 4 files changed, 16 insertions(+)

diff --git a/R/ds.contourPlot.R b/R/ds.contourPlot.R
index 4e195e48..6601dd91 100644
--- a/R/ds.contourPlot.R
+++ b/R/ds.contourPlot.R
@@ -120,6 +120,10 @@ ds.contourPlot <- function(x=NULL, y=NULL, type='combine', show='all', numints=2
     stop("y=NULL. Please provide the names of two numeric vectors!", call.=FALSE)
   }
   
+  # Save par and setup reseting of par values
+  old_par <- par(no.readonly = TRUE)
+  on.exit(par(old_par), add = TRUE)
+
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
   isDefined(datasources, y)
diff --git a/R/ds.heatmapPlot.R b/R/ds.heatmapPlot.R
index 262b1d70..2c920e33 100644
--- a/R/ds.heatmapPlot.R
+++ b/R/ds.heatmapPlot.R
@@ -169,6 +169,10 @@ ds.heatmapPlot <- function(x=NULL, y=NULL, type="combine", show="all", numints=2
     stop("y=NULL. Please provide the names of the 2nd numeric vector!", call.=FALSE)
   }
 
+  # Save par and setup reseting of par values
+  old_par <- par(no.readonly = TRUE)
+  on.exit(par(old_par), add = TRUE)
+
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
   isDefined(datasources, y)
diff --git a/R/ds.histogram.R b/R/ds.histogram.R
index 0f5357b7..358c1a08 100644
--- a/R/ds.histogram.R
+++ b/R/ds.histogram.R
@@ -167,6 +167,10 @@ ds.histogram <- function(x=NULL, type="split", num.breaks=10, method="smallCells
     stop("Please provide the name of the input vector!", call.=FALSE)
   }
 
+  # Save par and setup reseting of par values
+  old_par <- par(no.readonly = TRUE)
+  on.exit(par(old_par), add = TRUE)
+
   # check if the input object is defined in all the studies
   isDefined(datasources, x)
 
diff --git a/R/ds.scatterPlot.R b/R/ds.scatterPlot.R
index 6c2c7805..21e5b262 100644
--- a/R/ds.scatterPlot.R
+++ b/R/ds.scatterPlot.R
@@ -147,6 +147,10 @@ ds.scatterPlot <- function(x=NULL, y=NULL, method='deterministic', k=3, noise=0.
     stop("The 'datasources' were expected to be a list of DSConnection-class objects", call.=FALSE)
   }
 
+  # Save par and setup reseting of par values
+  old_par <- par(no.readonly = TRUE)
+  on.exit(par(old_par), add = TRUE)
+
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
   isDefined(datasources, y)

From ca5274b8e725c1bca05547e41ed5d50eab6879d6 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 21 Nov 2025 14:00:23 +0000
Subject: [PATCH 43/69] Fix version

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index f2d7fb09..8f531e9e 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: dsBaseClient
 Title: 'DataSHIELD' Client Side Base Functions
-Version: 6.3.5-9000
+Version: 6.3.5.9000
 Description: Base 'DataSHIELD' functions for the client side. 'DataSHIELD' is a software package which allows
     you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have
     been designed to only share non disclosive summary statistics, with built in automated output

From 7761ed1f260c3ec73c820d612bec63ae9b1696eb Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 21 Nov 2025 15:59:01 +0000
Subject: [PATCH 44/69] Fix return and export

---
 NAMESPACE                   | 1 -
 R/computeWeightedMeans.R    | 4 +++-
 man/computeWeightedMeans.Rd | 4 ++++
 man/ds.forestplot.Rd        | 3 +++
 4 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/NAMESPACE b/NAMESPACE
index 40674573..a41b8f0a 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -1,6 +1,5 @@
 # Generated by roxygen2: do not edit by hand
 
-export(computeWeightedMeans)
 export(ds.Boole)
 export(ds.abs)
 export(ds.asCharacter)
diff --git a/R/computeWeightedMeans.R b/R/computeWeightedMeans.R
index 0f04fc91..1284ffc0 100644
--- a/R/computeWeightedMeans.R
+++ b/R/computeWeightedMeans.R
@@ -9,9 +9,11 @@
 #' @param variables character name of the variable(s) to focus on. The variables must be in the data.table
 #' @param weight character name of the data.table column that contains a weight. 
 #' @param by character vector of the columns to group by
+#' @return Returns a data table object with computed weighted means.
+#'
 #' @import data.table
 #' @importFrom stats as.formula na.omit ts weighted.mean
-#' @export
+#' @keywords internal
 computeWeightedMeans <- function(data_table, variables, weight, by) {
   
   if (is.null(weight)) {
diff --git a/man/computeWeightedMeans.Rd b/man/computeWeightedMeans.Rd
index 0b8b0879..c1f9bfc1 100644
--- a/man/computeWeightedMeans.Rd
+++ b/man/computeWeightedMeans.Rd
@@ -15,6 +15,9 @@ computeWeightedMeans(data_table, variables, weight, by)
 
 \item{by}{character vector of the columns to group by}
 }
+\value{
+Returns a data table object with computed weighted means.
+}
 \description{
 This function is originally from the panelaggregation package.
 It has been ported here in order to bypass the package being
@@ -23,3 +26,4 @@ kicked off CRAN.
 \author{
 Matthias Bannert, Gabriel Bucur
 }
+\keyword{internal}
diff --git a/man/ds.forestplot.Rd b/man/ds.forestplot.Rd
index 408dc2d3..66606601 100644
--- a/man/ds.forestplot.Rd
+++ b/man/ds.forestplot.Rd
@@ -19,6 +19,9 @@ See details from \code{?meta::metagen} for the different options.}
 \item{layout}{\code{character} (default \code{"JAMA"}) Layout of the plot. 
 See details from \code{?meta::metagen} for the different options.}
 }
+\value{
+Results a foresplot object created with `meta::forest`.
+}
 \description{
 Draws a forestplot of the coefficients for Study-Level Meta-Analysis performed with
 DataSHIELD

From ddae0c79117300b2ee1f818dac2acd5d7bddd9a7 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 21 Nov 2025 16:00:30 +0000
Subject: [PATCH 45/69] Replaces print(..) and cat(...) to message(...)

---
 R/ds.cbind.R                   | 10 +++++-----
 R/ds.dataFrame.R               | 10 +++++-----
 R/ds.dataFrameSubset.R         |  8 ++++----
 R/ds.dmtC2S.R                  |  2 +-
 R/ds.extractQuantiles.R        |  2 +-
 R/ds.forestplot.R              |  1 +
 R/ds.glm.R                     | 20 ++++++++++----------
 R/ds.glmSLMA.R                 | 24 ++++++++++++------------
 R/ds.glmSummary.R              | 10 +++++-----
 R/ds.glmerSLMA.R               | 32 ++++++++++++++++----------------
 R/ds.listClientsideFunctions.R | 18 ------------------
 R/ds.lmerSLMA.R                | 34 +++++++++++++++++-----------------
 R/ds.matrix.R                  |  2 +-
 R/ds.matrixDiag.R              |  2 +-
 R/ds.rBinom.R                  |  4 ++--
 R/ds.rNorm.R                   |  4 ++--
 R/ds.rPois.R                   |  4 ++--
 R/ds.rUnif.R                   |  2 +-
 R/ds.ranksSecure.R             | 25 +++++++++++--------------
 R/ds.rbind.R                   |  8 ++++----
 R/ds.rep.R                     |  8 ++++----
 R/ds.sample.R                  |  6 +++---
 R/ds.table.R                   | 29 ++++++++++++++---------------
 23 files changed, 122 insertions(+), 143 deletions(-)

diff --git a/R/ds.cbind.R b/R/ds.cbind.R
index d943e017..e21cb961 100644
--- a/R/ds.cbind.R
+++ b/R/ds.cbind.R
@@ -157,7 +157,7 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
         }
         colNames <- unlist(colNames)
         if(anyDuplicated(colNames) != 0){
-          cat("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
+          message("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
         }  
       }  
     } 
@@ -198,7 +198,7 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
       next.class <- DSI::datashield.aggregate(datasources[std], calltext1)
       class.vector <- c(class.vector, next.class[[1]])
       if (notify.of.progress){
-        cat("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
+        message("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
       }  
     }
     for(j in 1:length(x)){
@@ -206,14 +206,14 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
       if(class.vector[j]!="data.frame" && class.vector[j]!="matrix"){
         colname.vector <- c(colname.vector, test.df)
         if (notify.of.progress){
-          cat("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }else{
         calltext2 <- call('colnamesDS', test.df)
         df.names <- DSI::datashield.aggregate(datasources[std], calltext2)
         colname.vector <- c(colname.vector, df.names[[1]])
         if (notify.of.progress){
-          cat("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }
     }
@@ -221,7 +221,7 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
   }
     
   if (notify.of.progress){
-    cat("\nBoth steps in all studies completed\n")
+    message("\nBoth steps in all studies completed\n")
   }
     
   # prepare name vectors for transmission
diff --git a/R/ds.dataFrame.R b/R/ds.dataFrame.R
index 5837747c..eeddcdd9 100644
--- a/R/ds.dataFrame.R
+++ b/R/ds.dataFrame.R
@@ -137,7 +137,7 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
         }
         colNames <- unlist(colNames)
         if(anyDuplicated(colNames) != 0){
-          cat("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
+          message("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
         }  
       }  
     } 
@@ -178,7 +178,7 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
       next.class <- DSI::datashield.aggregate(datasources[std], calltext1)
       class.vector <- c(class.vector, next.class[[1]])
       if (notify.of.progress){
-        cat("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
+        message("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
       }  
     }
     for(j in 1:length(x)){
@@ -186,14 +186,14 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
       if(class.vector[j]!="data.frame" && class.vector[j]!="matrix"){
         colname.vector <- c(colname.vector, test.df)
         if (notify.of.progress){
-          cat("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }else{
         calltext2 <- call('colnamesDS', test.df)
         df.names <- DSI::datashield.aggregate(datasources[std], calltext2)
         colname.vector <- c(colname.vector, df.names[[1]])
         if (notify.of.progress){
-          cat("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }
     }
@@ -201,7 +201,7 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
   }
   
   if (notify.of.progress){
-    cat("\nBoth steps in all studies completed\n")
+    message("\nBoth steps in all studies completed\n")
   }
   
   # prepare vectors for transmission
diff --git a/R/ds.dataFrameSubset.R b/R/ds.dataFrameSubset.R
index 1c5ff6a0..1ae6278d 100644
--- a/R/ds.dataFrameSubset.R
+++ b/R/ds.dataFrameSubset.R
@@ -231,13 +231,13 @@ if(!is.null(rm.cols)){
         if (notify.of.progress)
 	{
             if(num.messages==1){
-	        cat("\nSource",s,"\n",return.warning.message[[s]][[1]],"\n")
+	        message("\nSource",s,"\n",return.warning.message[[s]][[1]],"\n")
 	    }else{
-	        cat("\nSource",s,"\n")
+	        message("\nSource",s,"\n")
 		for(m in 1:(num.messages-1)){
-		    cat(return.warning.message[[s]][[m]],"\n")
+		    message(return.warning.message[[s]][[m]],"\n")
                 }
-                cat(return.warning.message[[s]][[num.messages]],"\n")
+                message(return.warning.message[[s]][[num.messages]],"\n")
 	    }
         }
     }
diff --git a/R/ds.dmtC2S.R b/R/ds.dmtC2S.R
index ee2e4be6..085d198f 100644
--- a/R/ds.dmtC2S.R
+++ b/R/ds.dmtC2S.R
@@ -93,7 +93,7 @@ if(dplyr::is.tbl(dfdata))
 		
   if(!is.matrix(dfdata) && !is.data.frame(dfdata) && !dplyr::is.tbl(dfdata))
 	{
-	   cat("\n            FAILED: <dfdata> must either be a data.frame, matrix or tibble")	
+	   message("\n            FAILED: <dfdata> must either be a data.frame, matrix or tibble")	
        return('Please respecify')
 	}
 
diff --git a/R/ds.extractQuantiles.R b/R/ds.extractQuantiles.R
index ba39dd51..4068f8f3 100644
--- a/R/ds.extractQuantiles.R
+++ b/R/ds.extractQuantiles.R
@@ -224,7 +224,7 @@ datasources.in.current.function<-datasources
   #CALL CLIENTSIDE FUNCTION ds.dmtC2S TO RETURN final.quantile.df TO SERVERSIDE
   dsBaseClient::ds.dmtC2S(dfdata=final.quantile.df,newobj="final.quantile.df",datasources = datasources.in.current.function)
 
-  cat("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
+  message("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
   PRIMARY RANKING OUTPUT IS IN DATA FRAME",extract.summary.output.ranks.df,
 "
   WHICH IS SORTED BY",extract.ranks.sort.by," AND HAS BEEN
diff --git a/R/ds.forestplot.R b/R/ds.forestplot.R
index 60227913..e1bc21c1 100644
--- a/R/ds.forestplot.R
+++ b/R/ds.forestplot.R
@@ -10,6 +10,7 @@
 #' See details from \code{?meta::metagen} for the different options.
 #' @param layout \code{character} (default \code{"JAMA"}) Layout of the plot. 
 #' See details from \code{?meta::metagen} for the different options.
+#' @return Results a foresplot object created with `meta::forest`.
 #'
 #' @export
 #'
diff --git a/R/ds.glm.R b/R/ds.glm.R
index 13cba2d9..8b1dbceb 100644
--- a/R/ds.glm.R
+++ b/R/ds.glm.R
@@ -343,10 +343,10 @@ ds.glm <- function(formula=NULL, data=NULL, family=NULL, offset=NULL, weights=NU
   # to provide name of offset or weights variable
   if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
      sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0){
-       cat("\n\n WARNING: you may have specified an offset or regression weights")
-       cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-       cat("\n you must specify an offset or weights separately from the formula")
-       cat("\n using the offset or weights argument.\n\n")
+       message("\n\n WARNING: you may have specified an offset or regression weights")
+       message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+       message("\n you must specify an offset or weights separately from the formula")
+       message("\n using the offset or weights argument.\n\n")
 	}
 
   formula <- stats::as.formula(formula)
@@ -451,12 +451,12 @@ ds.glm <- function(formula=NULL, data=NULL, family=NULL, offset=NULL, weights=NU
             "Any values of 1 in the following tables denote potential disclosure risks\n",
 		        "please use the argument <datasources> to include only valid studies.\n",
 		        "Errors by study are as follows:\n")
-		print(as.matrix(y.invalid))
-		print(as.matrix(Xpar.invalid))
-		print(as.matrix(w.invalid))
-		print(as.matrix(o.invalid))
-		print(as.matrix(glm.saturation.invalid))
-		print(as.matrix(errorMessage))
+		message(as.matrix(y.invalid))
+		message(as.matrix(Xpar.invalid))
+		message(as.matrix(w.invalid))
+		message(as.matrix(o.invalid))
+		message(as.matrix(glm.saturation.invalid))
+		message(as.matrix(errorMessage))
 
 	  return(list(
       		    output.blocked.information.1,
diff --git a/R/ds.glmSLMA.R b/R/ds.glmSLMA.R
index 9b46a6a4..3c9d0edb 100644
--- a/R/ds.glmSLMA.R
+++ b/R/ds.glmSLMA.R
@@ -398,10 +398,10 @@ ds.glmSLMA<-function(formula=NULL, family=NULL, offset=NULL, weights=NULL, combi
     if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
        sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0)
 {
-       cat("\n\n WARNING: you may have specified an offset or regression weights")
-       cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-       cat("\n you must specify an offset or weights separately from the formula")
-       cat("\n using the offset or weights argument.\n\n")
+       message("\n\n WARNING: you may have specified an offset or regression weights")
+       message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+       message("\n you must specify an offset or weights separately from the formula")
+       message("\n using the offset or weights argument.\n\n")
 }
 
   formula <- stats::as.formula(formula)
@@ -617,7 +617,7 @@ if(at.least.one.study.data.error)
 		}
 
    if (notify.of.progress) {
-       cat("\n\nSAVING SERVERSIDE glm OBJECT AS: <",newobj,">\n\n")
+       message("\n\nSAVING SERVERSIDE glm OBJECT AS: <",newobj,">\n\n")
    }
 
    calltext.2 <- call('glmSLMADS.assign', formula, family, offset, weights, dataName)
@@ -664,17 +664,17 @@ if(!all.studies.valid)
 {
 	for(sse in study.with.errors)
 	    {
-		cat("\n","Error report from second serverside function for study",sse,"\n")
-		cat("############################################################","\n")
-		cat(unlist(study.summary[[sse]][[1]]),"\n")
-		cat(unlist(study.summary[[sse]][[2]]),"\n\n")
+		message("\n","Error report from second serverside function for study",sse,"\n")
+		message("############################################################","\n")
+		message(unlist(study.summary[[sse]][[1]]),"\n")
+		message(unlist(study.summary[[sse]][[2]]),"\n\n")
 
 	num.messages<-length(study.summary[[sse]])-2
 		for(m in 1:num.messages)
 			{
 			if(!is.null(unlist(study.summary[[sse]][[2+m]])))
 				{
-				cat(unlist(study.summary[[sse]][[2+m]]),"\n\n")
+				message(unlist(study.summary[[sse]][[2+m]]),"\n\n")
 				}
 			}
 		}
@@ -806,8 +806,8 @@ if(num.valid.studies>1){
 
 
   if(!coefficient.vectors.match){
-    cat("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
-	cat("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
+    message("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
+	message("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
 return(list(output.summary=output.summary))
     }
 
diff --git a/R/ds.glmSummary.R b/R/ds.glmSummary.R
index 5629d937..9fc259c5 100644
--- a/R/ds.glmSummary.R
+++ b/R/ds.glmSummary.R
@@ -172,17 +172,17 @@ if(obj.name.exists.in.all.sources && obj.non.null.in.all.sources){										 	#
 																											#
 																											#
 #	if(no.errors){																							#
-#	cat("\n\nCREATE ASSIGN OBJECT\n")																		#
+#	message("\n\nCREATE ASSIGN OBJECT\n")																		#
 #																											#
 #	validity.check<-paste0("<",test.obj.name, "> appears valid in all sources")							    #
 #	print(list(is.object.created=return.message,validity.check=validity.check))						    	#
 #	}																										#
 																											#
   if(!no.errors){																								#
- 	validity.check<-paste0("<",test.obj.name,"> invalid in at least one source. See studyside.messages:")   #
- 	print(list(is.object.created=return.message,validity.check=validity.check,					    		#
- 	            studyside.messages=studyside.message))			                                            #
- 	}																										#
+	validity.check<-paste0("<",test.obj.name,"> invalid in at least one source. See studyside.messages:")   #
+	message(list(is.object.created=return.message,validity.check=validity.check,						#
+	            studyside.messages=studyside.message))			                                            #
+	}																										#
 																											#
 #END OF CHECK OBJECT CREATED CORECTLY MODULE															 	#
 #############################################################################################################
diff --git a/R/ds.glmerSLMA.R b/R/ds.glmerSLMA.R
index 8bb8aa36..b996707e 100644
--- a/R/ds.glmerSLMA.R
+++ b/R/ds.glmerSLMA.R
@@ -269,10 +269,10 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
   if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
      sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0)
   {
-    cat("\n\n WARNING: you may have specified an offset or regression weights")
-    cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-    cat("\n you must specify an offset or weights separately from the formula")
-    cat("\n using the offset or weights argument.\n\n")
+    message("\n\n WARNING: you may have specified an offset or regression weights")
+    message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+    message("\n you must specify an offset or weights separately from the formula")
+    message("\n using the offset or weights argument.\n\n")
   }
   
   formula <- stats::as.formula(formula)
@@ -363,7 +363,7 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
     
     
     if (notify.of.progress) {
-        cat("\n\nSAVING SERVERSIDE glmerMod OBJECT AS: <",newobj,">\n\n")
+        message("\n\nSAVING SERVERSIDE glmerMod OBJECT AS: <",newobj,">\n\n")
     }
 
     calltext.2 <- call('glmerSLMADS.assign', formula, offset, weights, dataName, family, 
@@ -407,17 +407,17 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
     {
       for(sse in study.with.errors)
       {
-        cat("\n","Error report from second serverside function for study",sse,"\n")
-        cat("############################################################","\n")
-        cat(unlist(study.summary[[sse]][[1]]),"\n")
-        cat(unlist(study.summary[[sse]][[2]]),"\n\n")
+        message("\n","Error report from second serverside function for study",sse,"\n")
+        message("############################################################","\n")
+        message(unlist(study.summary[[sse]][[1]]),"\n")
+        message(unlist(study.summary[[sse]][[2]]),"\n\n")
         
         num.messages<-length(study.summary[[sse]])-2
         for(m in 1:num.messages)
         {
           if(!is.null(unlist(study.summary[[sse]][[2+m]])))
           {
-            cat(unlist(study.summary[[sse]][[2+m]]),"\n\n")
+            message(unlist(study.summary[[sse]][[2+m]]),"\n\n")
           }
         }
       }
@@ -425,8 +425,8 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
     
     if(all.studies.valid)
     {
-      cat("\nAll studies passed disclosure tests\n")
-      cat("Please check for convergence warnings in the study summaries\n\n\n")
+      message("\nAll studies passed disclosure tests\n")
+      message("Please check for convergence warnings in the study summaries\n\n\n")
     }
   }
   
@@ -551,8 +551,8 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
   
   
   if(!coefficient.vectors.match){
-    cat("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
-    cat("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
+    message("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
+    message("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
     return(list(output.summary=output.summary))
   }
   
@@ -615,10 +615,10 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
   
   if (notify.of.progress)
   {
-    cat("Convergence information\n")
+    message("Convergence information\n")
     for(r in 1:numstudies)
     {
-      cat(full.error.message[r],"\n")
+      message(full.error.message[r],"\n")
     }
   }	
   
diff --git a/R/ds.listClientsideFunctions.R b/R/ds.listClientsideFunctions.R
index ba7c57a8..75240147 100644
--- a/R/ds.listClientsideFunctions.R
+++ b/R/ds.listClientsideFunctions.R
@@ -57,48 +57,30 @@ for(j in 1:length(search.path))
   }
 
 
-		cat("\n### Full search path \n")
 		print.search.list<-search()
-		print(print.search.list)
 
 
 	if(test.userDefinedClient==TRUE)
 		{
-		cat("\n### userDefinedClient functions \n")
 		print.text<-ls(pos=".GlobalEnv",pattern="ds.*")
 		if(identical(print.text,character(0)))print.text<-"No clientside functions in this repository"
-		print(print.text)
 		print.text.full<-c(print.text.full,print.text)
 		}
 
 	if(test.dsBetaTestClient==TRUE)
 		{
-		cat("\n### dsBetaTestClient functions \n")
 		print.text<-ls(pos="package:dsBetaTestClient")
 		if(identical(print.text,character(0)))print.text<-"No clientside functions in this repository"
-		print(print.text)
 		print.text.full<-c(print.text.full,print.text)
 		}
 
 	if(test.dsBaseClient==TRUE)
 		{
-		cat("\n### dsBaseClient functions \n")
 		print.text<-ls(pos="package:dsBaseClient")
 		if(identical(print.text,character(0)))print.text<-"No clientside functions in this repository"
-		print(print.text)
 		print.text.full<-c(print.text.full,print.text)
 		}
 
-	if(test.no.functions==TRUE)
-		{
-		cat("\n### No standard clientside functions identified \n")
-		}
-
-	cat("\nIf you cannot see one or more of the clientside functions you expected to find",
-	    "please see above for the full search path. If one of the paths is a possible clientside repository",
-	    "issue the R command ls(pos='package:dsPackageName')",
-	    "where 'package:dsPackageName' is the full name stated in the search path\n\n")
-
 	return(print.text.full)
 }
 # ds.listClientsideFunctions()
diff --git a/R/ds.lmerSLMA.R b/R/ds.lmerSLMA.R
index b6d05c9b..8b7c69b2 100644
--- a/R/ds.lmerSLMA.R
+++ b/R/ds.lmerSLMA.R
@@ -225,10 +225,10 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
   if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
      sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0)
   {
-    cat("\n\n WARNING: you may have specified an offset or regression weights")
-    cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-    cat("\n you must specify an offset or weights separately from the formula")
-    cat("\n using the offset or weights argument.\n\n")
+    message("\n\n WARNING: you may have specified an offset or regression weights")
+    message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+    message("\n you must specify an offset or weights separately from the formula")
+    message("\n using the offset or weights argument.\n\n")
   }
   
   formula <- stats::as.formula(formula)
@@ -286,7 +286,7 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
  if(!is.null(optimizer)&&optimizer!="nloptwrap")
         {
 	errorMessage.opt<-"ERROR: the only optimizer currently available for lmer is 'nloptwrap', please respecify"
-	cat("\n",errorMessage.opt,"\n")
+	message("\n",errorMessage.opt,"\n")
 	return(list(errorMessage=errorMessage.opt))
 	}
 
@@ -303,7 +303,7 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
     }
     
     if (notify.of.progress) {
-        cat("\n\nSAVING SERVERSIDE lmerMod OBJECT AS: <",newobj,">\n\n")
+        message("\n\nSAVING SERVERSIDE lmerMod OBJECT AS: <",newobj,">\n\n")
     }
     
     calltext.2 <- call('lmerSLMADS.assign', formula, offset, weights, dataName, REML,
@@ -343,17 +343,17 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
     {
       for(sse in study.with.errors)
       {
-        cat("\n","Error report from second serverside function for study",sse,"\n")
-        cat("############################################################","\n")
-        cat(unlist(study.summary[[sse]][[1]]),"\n")
-        cat(unlist(study.summary[[sse]][[2]]),"\n\n")
+        message("\n","Error report from second serverside function for study",sse,"\n")
+        message("############################################################","\n")
+        message(unlist(study.summary[[sse]][[1]]),"\n")
+        message(unlist(study.summary[[sse]][[2]]),"\n\n")
 
         num.messages<-length(study.summary[[sse]])-2
         for(m in 1:num.messages)
         {
           if(!is.null(unlist(study.summary[[sse]][[2+m]])))
           {
-            cat(unlist(study.summary[[sse]][[2+m]]),"\n\n")
+            message(unlist(study.summary[[sse]][[2+m]]),"\n\n")
           }
         }
       }
@@ -361,8 +361,8 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
 
     if(all.studies.valid)
     {
-      cat("\nAll studies passed disclosure tests\n")
-      cat("Please check for convergence warnings in the study summaries\n\n\n")
+      message("\nAll studies passed disclosure tests\n")
+      message("Please check for convergence warnings in the study summaries\n\n\n")
     }
   }
 
@@ -488,8 +488,8 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
   
   
   if(!coefficient.vectors.match){
-    cat("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
-    cat("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
+    message("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
+    message("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
     return(list(output.summary=output.summary))
   }
   
@@ -552,10 +552,10 @@ for(q in 1:numstudies)
 
   if (notify.of.progress)
   {
-    cat("Convergence information\n")
+    message("Convergence information\n")
     for(r in 1:numstudies)
     {
-      cat(full.error.message[r],"\n")
+      message(full.error.message[r],"\n")
     }
   }
 
diff --git a/R/ds.matrix.R b/R/ds.matrix.R
index b90356c5..69ad3a72 100644
--- a/R/ds.matrix.R
+++ b/R/ds.matrix.R
@@ -171,7 +171,7 @@ ds.matrix <- function(mdata = NA, from="clientside.scalar", nrows.scalar=NULL, n
   #Check that valid from has been specified
   if(from!="serverside.vector"&&from!="serverside.scalar"&&from!="clientside.scalar")
   {
-  cat("            FAILED: <from> must be specified as one of the following - 'serverside.vector',
+  message("            FAILED: <from> must be specified as one of the following - 'serverside.vector',
         'serverside.scalar', 'clientside.scalar'\n\n")
   return('Please respecify')
   }
diff --git a/R/ds.matrixDiag.R b/R/ds.matrixDiag.R
index 8c8ca877..1ea1341a 100644
--- a/R/ds.matrixDiag.R
+++ b/R/ds.matrixDiag.R
@@ -203,7 +203,7 @@ ds.matrixDiag<-function(x1=NULL, aim=NULL, nrows.scalar=NULL, newobj=NULL, datas
   if(aim!="serverside.vector.2.matrix"&&aim!="serverside.scalar.2.matrix"&&aim!="serverside.matrix.2.vector"&&
       aim!="clientside.vector.2.matrix"&&aim!="clientside.scalar.2.matrix")
   {
-  cat("            FAILED: aim must be specified as one of the following - 'serverside.vector.2.matrix',
+  message("            FAILED: aim must be specified as one of the following - 'serverside.vector.2.matrix',
         'serverside.scalar.2.matrix', 'serverside.matrix.2.vector',
         'clientside.vector.2.matrix', 'clientside.scalar.2.matrix'\n\n")
   return('Please respecify')
diff --git a/R/ds.rBinom.R b/R/ds.rBinom.R
index 2f39f8b1..ec8b4f88 100644
--- a/R/ds.rBinom.R
+++ b/R/ds.rBinom.R
@@ -214,14 +214,14 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n\n")
+message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 } else {
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 }
 }
-cat("\n\n")
+message("\n\n")
 
 
 
diff --git a/R/ds.rNorm.R b/R/ds.rNorm.R
index 6100c850..76d885f1 100644
--- a/R/ds.rNorm.R
+++ b/R/ds.rNorm.R
@@ -217,13 +217,13 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n\n")
+message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 }
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 }
-cat("\n\n")
+message("\n\n")
 
 
 
diff --git a/R/ds.rPois.R b/R/ds.rPois.R
index 2d2c7f01..74be7fdf 100644
--- a/R/ds.rPois.R
+++ b/R/ds.rPois.R
@@ -190,13 +190,13 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n\n")
+message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 }
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 }
-cat("\n\n")
+message("\n\n")
 
 
 
diff --git a/R/ds.rUnif.R b/R/ds.rUnif.R
index d98fa28f..ea74766b 100644
--- a/R/ds.rUnif.R
+++ b/R/ds.rUnif.R
@@ -232,7 +232,7 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n")
+message("NO SEED SET IN STUDY",study.id,"\n")
 
 } else {
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
diff --git a/R/ds.ranksSecure.R b/R/ds.ranksSecure.R
index 1d9d98ed..8ffa6a97 100644
--- a/R/ds.ranksSecure.R
+++ b/R/ds.ranksSecure.R
@@ -228,7 +228,7 @@ ds.ranksSecure <- function(input.var.name=NULL, quantiles.for.estimation="0.05-0
   }
 
   if(monitor.progress){
-cat("\n\nStep 1 of 8 complete:
+message("\n\nStep 1 of 8 complete:
   Cleaned up residual output from
   previous runs of ds.ranksSecure
     
@@ -272,7 +272,7 @@ cat("\n\nStep 1 of 8 complete:
     dsBaseClient::ds.dmtC2S(dfdata=input.mean.sd.df,newobj="input.mean.sd.df")
 
 if(monitor.progress){
-cat("\n\nStep 2 of 8 complete:
+message("\n\nStep 2 of 8 complete:
   Estimated mean and sd of
   v2br to standardise initial values
     
@@ -308,7 +308,7 @@ cat("\n\nStep 2 of 8 complete:
 dsBaseClient::ds.dmtC2S(dfdata=min.max.df,newobj="min.max.df")
     
 if(monitor.progress){
-cat("\n\nStep 3 of 8 complete:
+message("\n\nStep 3 of 8 complete:
   Generated ultra max and ultra min values to allocate to
   missing values if <NA.manage> is NA.hi or NA.low
     
@@ -316,9 +316,6 @@ cat("\n\nStep 3 of 8 complete:
     ")
 }
 
-print(input.mean.sd.df)
-
-
   #CALL THE FIRST SERVER SIDE FUNCTION (ASSIGN)
   #WRITES ENCRYPTED DATA TO SERVERSIDE OBJECT "blackbox.output.df"
   calltext1 <- call("blackBoxDS", input.var.name=input.var.name, 
@@ -328,7 +325,7 @@ print(input.mean.sd.df)
   DSI::datashield.assign(datasources, "blackbox.output.df", calltext1)
 
 if(monitor.progress){
-cat("\n\nStep 4 of 8 complete:
+message("\n\nStep 4 of 8 complete:
   Pseudo data synthesised,first set of rank-consistent
   transformations complete and blackbox.output.df created
     
@@ -390,7 +387,7 @@ cat("\n\nStep 4 of 8 complete:
   ds.make("sR5.df$global.rank","testvar.ranks")
   
 if(monitor.progress){
-cat("\n\nStep 5 of 8 complete:
+  message("\n\nStep 5 of 8 complete:
   Global ranks generated and pseudodata stripped out. Now ready
   to proceed to transformation of global ranks
     
@@ -445,7 +442,7 @@ cat("\n\nStep 5 of 8 complete:
     DSI::datashield.assign(datasources, "blackbox.ranks.df", calltext4)
 
 if(monitor.progress){
-cat("\n\nStep 6 of 8 complete:
+  message("\n\nStep 6 of 8 complete:
   Rank-consistent transformations of global ranks complete
   and blackbox.ranks.df created
     
@@ -510,7 +507,7 @@ cat("\n\nStep 6 of 8 complete:
   DSI::datashield.assign(datasources,summary.output.ranks.df, calltext7)
 
   if(monitor.progress){
-cat("\n\nStep 7 of 8 complete:
+  message("\n\nStep 7 of 8 complete:
   Final global ranking of values in v2br complete and
   written to each serverside as appropriate
     
@@ -544,7 +541,7 @@ cat("\n\nStep 7 of 8 complete:
   }
 
 if(monitor.progress && rm.residual.objects){
-cat("\n\nStep 8 of 8 complete:
+  message("\n\nStep 8 of 8 complete:
   Cleaned up residual output from running ds.ranksSecure
     
     
@@ -552,7 +549,7 @@ cat("\n\nStep 8 of 8 complete:
   }
 
   if(monitor.progress && !rm.residual.objects){
-    cat("\n\nStep 8 of 8 complete:
+    message("\n\nStep 8 of 8 complete:
   Residual output from running ds.ranksSecure NOT deleted
         
         
@@ -562,14 +559,14 @@ cat("\n\nStep 8 of 8 complete:
 
 
 if(!generate.quantiles){
-  cat("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
+  message("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
   PRIMARY RANKING OUTPUT IS IN DATA FRAME",summary.output.ranks.df,
       "
   WHICH IS SORTED BY",ranks.sort.by," AND HAS BEEN
   WRITTEN TO THE SERVERSIDE\n\n\n\n")
 
     info.message<-"As the argument <generate.quantiles> was set to FALSE no quantiles have been estimated.Please set argument to TRUE if you want to estimate quantiles such as median, quartiles and 90th percentile"
-  cat("\n\n",info.message,"\n\n")
+    message("\n\n",info.message,"\n\n")
     return(info.message)
   }
 
diff --git a/R/ds.rbind.R b/R/ds.rbind.R
index 47e9165c..d0aca96a 100644
--- a/R/ds.rbind.R
+++ b/R/ds.rbind.R
@@ -133,7 +133,7 @@ calltext1<-call('classDS', testclass.var)
 next.class <- DSI::datashield.aggregate(datasources, calltext1)
 class.vector<-c(class.vector,next.class[[1]])
 if (notify.of.progress)
-    cat("\n",j," of ", length(x), " elements to combine in step 1 of 2\n")
+    message("\n",j," of ", length(x), " elements to combine in step 1 of 2\n")
 }
 
 for(j in 1:length(x))
@@ -144,7 +144,7 @@ if(class.vector[j]!="data.frame" && class.vector[j]!="matrix")
 	{
 	colname.vector<-c(colname.vector,test.df)
         if (notify.of.progress)
-            cat("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
+            message("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
 	}
 else
 	{
@@ -152,11 +152,11 @@ else
     df.names <- DSI::datashield.aggregate(datasources, calltext2)
 	 colname.vector<-c(colname.vector,df.names[[1]])
          if (notify.of.progress)
-              cat("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
+              message("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
         }
 }
 if (notify.of.progress)
-    cat("\nBoth steps completed\n")
+    message("\nBoth steps completed\n")
 
 #CHECK FOR DUPLICATE NAMES IN COLUMN NAME VECTOR AND ADD ".k" TO THE kth REPLICATE
 num.duplicates<-rep(0,length(colname.vector))
diff --git a/R/ds.rep.R b/R/ds.rep.R
index 2d2ce951..2f3e0301 100644
--- a/R/ds.rep.R
+++ b/R/ds.rep.R
@@ -151,7 +151,7 @@ if(source.each=='s')source.each<-'serverside'
   #Check that source has been specified
   if(source.x1!="serverside"&&source.x1!="clientside")
   {
-  cat("            FAILED: if source.x1 is non-null it must be specified as
+  message("            FAILED: if source.x1 is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
@@ -174,7 +174,7 @@ if(source.each=='s')source.each<-'serverside'
  #Check that source has been specified
   if(source.times!="serverside"&&source.times!="clientside"&&!is.null(source.times))
   {
-  cat("            FAILED: if source.times is non-null it must be specified as
+  message("            FAILED: if source.times is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
@@ -208,7 +208,7 @@ if(source.each=='s')source.each<-'serverside'
   #Check that source has been specified
   if(source.length.out!="serverside"&&source.length.out!="clientside"&&!is.null(source.length.out))
   {
-  cat("            FAILED: if source.length.out is non-null it must be specified as
+  message("            FAILED: if source.length.out is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
@@ -243,7 +243,7 @@ if(source.each=='s')source.each<-'serverside'
   #Check that source has been specified
   if(source.each!="serverside"&&source.each!="clientside"&&!is.null(source.each))
   {
-  cat("            FAILED: if source.each is non-null it must be specified as
+  message("            FAILED: if source.each is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
diff --git a/R/ds.sample.R b/R/ds.sample.R
index 08c1b04c..9bd6780f 100644
--- a/R/ds.sample.R
+++ b/R/ds.sample.R
@@ -207,18 +207,18 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 if(seed.as.text=="NULL"){
     if (notify.of.progress)
-        cat("NO SEED SET IN STUDY",study.id,"\n\n")
+        message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 }
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   
     if (notify.of.progress)
-      print(calltext)
+      message(calltext)
   
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 } 
 if (notify.of.progress)
-    cat("\n\n")
+    message("\n\n")
 
 
 
diff --git a/R/ds.table.R b/R/ds.table.R
index 780f9f86..e1238e2a 100644
--- a/R/ds.table.R
+++ b/R/ds.table.R
@@ -424,10 +424,10 @@ if(num.valid.studies==0)
 	if ((! table.assign) || report.chisq.tests)
 	{
 	    validity.message<-"All studies failed for reasons identified below"
-	    cat("\n",validity.message,"\n\n")
+	    message("\n",validity.message,"\n\n")
 	    for(ns in 1:numsources.orig)
 	    {
-	        cat("\nStudy",ns,": ",error.messages[[ns]],"\n")
+	        message("\nStudy",ns,": ",error.messages[[ns]],"\n")
 	    }
 
 	    return(list(validity.message=validity.message,error.messages=error.messages))
@@ -476,12 +476,12 @@ for(ns in 1:numsources.orig)
 	validity.message<-c(validity.message,message.add)
 	}
 
-#	cat("\n",validity.message,"\n")
+#	message("\n",validity.message,"\n")
 #	for(ns in 1:numsources.orig)
 #		{
-#		cat("\nStudy",ns,": ",error.messages[[ns]])
+#		message("\nStudy",ns,": ",error.messages[[ns]])
 #		}
-#		cat("\n\n")
+#		message("\n\n")
 
 #table.out<-table.out.valid
 #numsources<-length(table.out)
@@ -492,12 +492,12 @@ if(num.valid.studies==numsources.orig)
     validity.message<-"Data in all studies were valid"
     if (! table.assign)
     {
-	    cat("\n",validity.message,"\n")
+	    message("\n",validity.message,"\n")
 	    for(ns in 1:numsources.orig)
 		{
-		    cat("\nStudy",ns,": ",error.messages[[ns]])
+		    message("\nStudy",ns,": ",error.messages[[ns]])
 		}
-		cat("\n\n")
+		message("\n\n")
     }
 }
 
@@ -520,7 +520,6 @@ if(numsources>1)
       {
       all.dims.same<-FALSE
       return.message<-"Warning: tables in different sources have different numbers of dimensions. Please analyse and combine yourself from study.specific tables above" 
-      print(return.message)
       return(return.message)   
       }
     }
@@ -649,7 +648,7 @@ cells.so.far<-0
 
 table.current.study<-cbind(rvar.mark,cvar.mark,stvar.mark,count.in.cell)
 table.current.study[is.na(table.current.study)]<-"NA"
-#cat("current study =",ns)
+#message("current study =",ns)
 #print(table.current.study)
 
 
@@ -738,7 +737,7 @@ for(oo in 1:length(table.current.study[,1]))
   if(d1.a!=d1||d2.a!=d2||d3.a!=d3)
   {
   return.message=  "Dimensions of tables not behaving sensibly across studies.Please check the data in each study and calculate counts and percentages, yourself, using the counts from the individual studies"
-  cat(return.message)
+  message(return.message)
   return(return.message) 
   }
   
@@ -875,7 +874,7 @@ cells.so.far<-0
 
 table.current.study<-cbind(rvar.mark,cvar.mark,count.in.cell)
 table.current.study[is.na(table.current.study)]<-"NA"
-#cat("current study =",ns)
+#message("current study =",ns)
 #print(table.current.study)
 
 
@@ -959,7 +958,7 @@ for(oo in 1:length(table.current.study[,1]))
   if(d1.a!=d1||d2.a!=d2)
   {
   return.message=  "Dimensions of tables not behaving sensibly across studies.Please check the data in each study and calculate counts and percentages, yourself, using the counts from the individual studies"
-  cat(return.message)
+  message(return.message)
   return(return.message) 
   }
   
@@ -1082,7 +1081,7 @@ cells.so.far<-0
 
 table.current.study<-cbind(rvar.mark,count.in.cell)
 table.current.study[is.na(table.current.study)]<-"NA"
-#cat("current study =",ns)
+#message("current study =",ns)
 #print(table.current.study)
 
 
@@ -1153,7 +1152,7 @@ for(oo in 1:length(table.current.study[,1]))
   if(d1.a!=d1)
   {
   return.message=  "Dimensions of tables not behaving sensibly across studies.Please check the data in each study and calculate counts and percentages, yourself, using the counts from the individual studies"
-  cat(return.message)
+  message(return.message)
   return(return.message) 
   }
   

From 0d4755d677bcbb5abb26b4ba7d878b530159399b Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 21 Nov 2025 16:10:22 +0000
Subject: [PATCH 46/69] par -> graphics::par

---
 R/ds.contourPlot.R | 4 ++--
 R/ds.heatmapPlot.R | 4 ++--
 R/ds.histogram.R   | 4 ++--
 R/ds.scatterPlot.R | 4 ++--
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/R/ds.contourPlot.R b/R/ds.contourPlot.R
index 6601dd91..f1fbb3bd 100644
--- a/R/ds.contourPlot.R
+++ b/R/ds.contourPlot.R
@@ -121,8 +121,8 @@ ds.contourPlot <- function(x=NULL, y=NULL, type='combine', show='all', numints=2
   }
   
   # Save par and setup reseting of par values
-  old_par <- par(no.readonly = TRUE)
-  on.exit(par(old_par), add = TRUE)
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
 
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
diff --git a/R/ds.heatmapPlot.R b/R/ds.heatmapPlot.R
index 2c920e33..024224aa 100644
--- a/R/ds.heatmapPlot.R
+++ b/R/ds.heatmapPlot.R
@@ -170,8 +170,8 @@ ds.heatmapPlot <- function(x=NULL, y=NULL, type="combine", show="all", numints=2
   }
 
   # Save par and setup reseting of par values
-  old_par <- par(no.readonly = TRUE)
-  on.exit(par(old_par), add = TRUE)
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
 
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
diff --git a/R/ds.histogram.R b/R/ds.histogram.R
index 358c1a08..0fbe2e20 100644
--- a/R/ds.histogram.R
+++ b/R/ds.histogram.R
@@ -168,8 +168,8 @@ ds.histogram <- function(x=NULL, type="split", num.breaks=10, method="smallCells
   }
 
   # Save par and setup reseting of par values
-  old_par <- par(no.readonly = TRUE)
-  on.exit(par(old_par), add = TRUE)
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
 
   # check if the input object is defined in all the studies
   isDefined(datasources, x)
diff --git a/R/ds.scatterPlot.R b/R/ds.scatterPlot.R
index 21e5b262..55804b3b 100644
--- a/R/ds.scatterPlot.R
+++ b/R/ds.scatterPlot.R
@@ -148,8 +148,8 @@ ds.scatterPlot <- function(x=NULL, y=NULL, method='deterministic', k=3, noise=0.
   }
 
   # Save par and setup reseting of par values
-  old_par <- par(no.readonly = TRUE)
-  on.exit(par(old_par), add = TRUE)
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
 
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)

From 7e944fd6c10d7f2b99ada459690dd68573beaa4e Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 21 Nov 2025 16:15:55 +0000
Subject: [PATCH 47/69] Fix mice result

---
 tests/testthat/test-smk-ds.mice.R | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/tests/testthat/test-smk-ds.mice.R b/tests/testthat/test-smk-ds.mice.R
index 19e46f74..71c0464a 100644
--- a/tests/testthat/test-smk-ds.mice.R
+++ b/tests/testthat/test-smk-ds.mice.R
@@ -83,12 +83,7 @@ test_that("mice, second imputation", {
   expect_length(newImp$sim2, 3)
   expect_length(newImp$sim3, 3)
   expect_true("character" %in% class(newImp$sim1$method))
-  if (ds.test_env$driver == "OpalDriver")
-      expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","","polyreg"))
-  else if (ds.test_env$driver == "ArmadilloDriver")
-      expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","",""))
-  else
-      expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","","polyreg"))
+  expect_equal(as.character(newImp$sim1$method), c("pmm","norm","pmm","pmm","pmm","","","","","","polyreg"))
   expect_true("matrix" %in% class(newImp$sim1$predictorMatrix))
   expect_true("array" %in% class(newImp$sim1$predictorMatrix))
   expect_equal(as.numeric(newImp$sim1$predictorMatrix[,1]), c(0,1,1,1,1,1,1,1,1,1,1))

From 40108ca415dde4326092a14e816cdfe2a491171a Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 21 Nov 2025 16:23:47 +0000
Subject: [PATCH 48/69] Removed '

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 8f531e9e..348fb26e 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -5,7 +5,7 @@ Description: Base 'DataSHIELD' functions for the client side. 'DataSHIELD' is a
     you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have
     been designed to only share non disclosive summary statistics, with built in automated output
     checking based on statistical disclosure control. With data sites setting the threshold values for
-    the automated output checks. For more details, see 'citation("dsBaseClient")'.
+    the automated output checks. For more details, see citation("dsBaseClient").
 Authors@R: c(person(given = "Paul",
                     family = "Burton",
                     role = c("aut"),

From 584fa476ed70fa812d57ac3eaa3fd9b5d6198d26 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 21 Nov 2025 16:39:39 +0000
Subject: [PATCH 49/69] Remove dataBootstrapUnitTests.R

---
 .../data_files/dataBootstrapUnitTests.R       | 117 ------------------
 1 file changed, 117 deletions(-)
 delete mode 100644 tests/testthat/data_files/dataBootstrapUnitTests.R

diff --git a/tests/testthat/data_files/dataBootstrapUnitTests.R b/tests/testthat/data_files/dataBootstrapUnitTests.R
deleted file mode 100644
index 4c51af16..00000000
--- a/tests/testthat/data_files/dataBootstrapUnitTests.R
+++ /dev/null
@@ -1,117 +0,0 @@
-library(remotes)
-install.packages("MolgenisArmadillo", repos = "https://registry.molgenis.org/repository/R")
-library(MolgenisArmadillo)
-library(DSI)
-
-# init_studies_dataset
-CNSIM1 <- load("data_files/CNSIM/CNSIM1.rda")
-CNSIM2 <- load("data_files/CNSIM/CNSIM2.rda")
-CNSIM3 <- load("data_files/CNSIM/CNSIM3.rda")
-
-DASIM1 <- load("data_files/DASIM/DASIM1.rda")
-DASIM2 <- load("data_files/DASIM/DASIM2.rda")
-DASIM3 <- load("data_files/DASIM/DASIM3.rda")
-
-EXPAND_WITH_MISSING1 <- load("data_files/SURVIVAL/EXPAND_MISSING/expand_missing_study1.rda")
-EXPAND_WITH_MISSING2 <- load("data_files/SURVIVAL/EXPAND_MISSING/expand_missing_study2.rda")
-EXPAND_WITH_MISSING3 <- load("data_files/SURVIVAL/EXPAND_MISSING/expand_missing_study3.rda")
-
-CLUSTER_INT1 <- load("data_files/CLUSTER/CLUSTER_INT1.rda")
-CLUSTER_INT2 <- load("data_files/CLUSTER/CLUSTER_INT2.rda")
-CLUSTER_INT3 <- load("data_files/CLUSTER/CLUSTER_INT3.rda")
-
-CLUSTER_SLO1 <- load("data_files/CLUSTER/CLUSTER_SLO1.rda")
-CLUSTER_SLO2 <- load("data_files/CLUSTER/CLUSTER_SLO2.rda")
-CLUSTER_SLO3 <- load("data_files/CLUSTER/CLUSTER_SLO3.rda")
-
-# init_discordant_datasets
-DISCORDANT_STUDY1 <- load("data_files/DISCORDANT/discordant_study1.rda")
-DISCORDANT_STUDY2 <- load("data_files/DISCORDANT/discordant_study2.rda")
-DISCORDANT_STUDY3 <- load("data_files/DISCORDANT/discordant_study3.rda")
-
-# init_testing_datasets
-DATASET1 <- load("data_files/TESTING/DATASET1.rda")
-DATASET2 <- load("data_files/TESTING/DATASET2.rda")
-DATASET3 <- load("data_files/TESTING/DATASET3.rda")
-
-FACTOR_LEVELS_DATASET1 <- load("data_files/FACTOR_LEVELS/FACTOR_LEVELS_DATASET1.rda")
-FACTOR_LEVELS_DATASET2 <- load("data_files/FACTOR_LEVELS/FACTOR_LEVELS_DATASET2.rda")
-FACTOR_LEVELS_DATASET3 <- load("data_files/FACTOR_LEVELS/FACTOR_LEVELS_DATASET3.rda")
-
-
-storage_url <- "http://localhost:9000"
-# access_key and secret_key can be found in the minio configuration in the docker-compose.yml
-MolgenisArmadillo::armadillo.set_credentials(server = storage_url, access_key = "molgenis", secret_key = "molgenis")
-MolgenisArmadillo::armadillo.create_project("testdata")
-
-
-# init_studies_datasets
-MolgenisArmadillo::armadillo.upload_table("testdata", "cnsim", CNSIM1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cnsim", CNSIM2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cnsim", CNSIM3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "dasim", DASIM1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "dasim", DASIM2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "dasim", DASIM3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "survival", EXPAND_WITH_MISSING1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "survival", EXPAND_WITH_MISSING2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "survival", EXPAND_WITH_MISSING3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_INT1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_INT2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_INT3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_SLO1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_SLO2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_SLO3)
-
-
-# init_discordant_datasets
-MolgenisArmadillo::armadillo.upload_table("testdata", "discordant", DISCORDANT_STUDY1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "discordant", DISCORDANT_STUDY2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "discordant", DISCORDANT_STUDY3)
-
-
-# remove first column
-DATASET1 <- DATASET1[,-1]
-DATASET2 <- DATASET2[,-1]
-DATASET3 <- DATASET3[,-1]
-
-# init_testing_datasets
-MolgenisArmadillo::armadillo.upload_table("testdata", "testing", DATASET1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "testing", DATASET2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "testing", DATASET3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "factor_levels", FACTOR_LEVELS_DATASET1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "factor_levels", FACTOR_LEVELS_DATASET2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "factor_levels", FACTOR_LEVELS_DATASET3)
-
-class(CNSIM1$PM_BMI_CATEGORICAL)
-levels(CNSIM1$PM_BMI_CATEGORICAL)
-
-devtools::test()
-devtools::test(filter = "datachk", invert = TRUE)
-devtools::test(filter = "dataFrameSort")
-  
-  # build the login dataframe
-builder <- DSI::newDSLoginBuilder()
-builder$append(server = "armadillo",
-               url = armadillo_url,
-               user = "admin",
-               password = "admin",
-               table = "testdata/testing/DISCORDANT_STUDY1",
-               driver = "ArmadilloDriver")
-
-# create loginframe
-logindata <- builder$build()
-logindata
-
-datashield.logout(conns)
-
-conns <- datashield.login(logins = logindata, assign = TRUE)
-ds.ls()
-dsGetInfo(conns$armadillo)
-ds.colnames("D")
-datashield.errors()
-dsGetInfo(conns$armadillo)

From d2aff0195fa0b1e186cb20e15c2752beee3273e4 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 23 Nov 2025 12:17:41 +0000
Subject: [PATCH 50/69] Fixed test of 'ds.listClientsideFunctions'

---
 tests/testthat/test-smk-ds.listClientsideFunctions.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/testthat/test-smk-ds.listClientsideFunctions.R b/tests/testthat/test-smk-ds.listClientsideFunctions.R
index befb7324..4e5f6791 100644
--- a/tests/testthat/test-smk-ds.listClientsideFunctions.R
+++ b/tests/testthat/test-smk-ds.listClientsideFunctions.R
@@ -141,7 +141,7 @@ test_that("check results", {
         "ds.vectorCalc"
     )
 
-    expect_output(res <- ds.listClientsideFunctions(), "*")
+    res <- ds.listClientsideFunctions()
 
     for (func.name in output) {
         expect_true(func.name %in% res, info = func.name)

From 5cfa7c011bbf1ffac06cdeac29c28a00678a5d2d Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 23 Nov 2025 12:52:06 +0000
Subject: [PATCH 51/69] Added 'libudunits2-dev'

---
 armadillo_azure-pipelines.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/armadillo_azure-pipelines.yml b/armadillo_azure-pipelines.yml
index b7f98439..4ff1f497 100644
--- a/armadillo_azure-pipelines.yml
+++ b/armadillo_azure-pipelines.yml
@@ -132,7 +132,7 @@ jobs:
       sudo apt-get upgrade -y
 
       sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
-      sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev -y
+      sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev libudunits2-dev -y
       sudo R -q -e "install.packages(c('devtools','covr'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('fields','meta','metafor','ggplot2','gridExtra','data.table'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('DSI','DSOpal','DSLite'), dependencies=TRUE, repos='https://cloud.r-project.org')"

From 70e36c899e761b988503c30f27cfe9b2c06fcb2c Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 24 Nov 2025 14:47:48 +0000
Subject: [PATCH 52/69] Switched to 'dsBase_6.3.5-permissive.tar.gz' from
 'dsBase_6.3.4-permissive.tar.gz'

---
 .github/workflows/dsBaseClient_test_suite.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index fb4ed989..ac71181a 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -139,7 +139,7 @@ jobs:
       - name: Install dsBase to Armadillo
         run: |
           curl -u admin:admin -X GET http://localhost:8080/packages
-          curl -u admin:admin -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.3.4-permissive.tar.gz" -X POST http://localhost:8080/install-package
+          curl -u admin:admin -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.3.5-permissive.tar.gz" -X POST http://localhost:8080/install-package
           sleep 60
           docker restart dsbaseclient-armadillo-1
           sleep 30
@@ -242,4 +242,4 @@ jobs:
           R -e 'sessionInfo()'
           sudo apt install tree -y
           tree .
-        
\ No newline at end of file
+        

From 10c7f46868aa67238199fb4635a0ff521cf928c1 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Tue, 25 Nov 2025 16:37:15 +0000
Subject: [PATCH 53/69] Set time limit to 180m

---
 .../workflows/dsBaseClient_test_suite.yaml    | 71 +++++++++----------
 1 file changed, 35 insertions(+), 36 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index ac71181a..4ac1ece7 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -20,10 +20,10 @@ on:
 jobs:
   dsBaseClient_test_suite:
     runs-on: ubuntu-latest
-    timeout-minutes: 120
+    timeout-minutes: 180
     permissions:
       contents: read
-    
+
     # These should all be constant, except TEST_FILTER. This can be used to test 
     # subsets of test files in the testthat directory. Options are like:
     # '*'               <- Run all tests.
@@ -34,7 +34,7 @@ jobs:
       _r_check_system_clock_: 0
       WORKFLOW_ID: ${{ github.run_id }}-${{ github.run_attempt }}
       PROJECT_NAME: dsBaseClient
-      BRANCH_NAME: ${{ github.head_ref || github.ref_name }} 
+      BRANCH_NAME: ${{ github.head_ref || github.ref_name }}
       REPO_OWNER: ${{ github.repository_owner }}
       R_KEEP_PKG_SOURCE: yes
       GITHUB_TOKEN: ${{ github.token || 'placeholder-token' }}
@@ -54,7 +54,7 @@ jobs:
           path: testStatus
           persist-credentials: false
           token: ${{ env.GITHUB_TOKEN }}
-          
+
       - name: Uninstall default MySQL
         run: |
           curl https://bazel.build/bazel-release.pub.gpg | sudo apt-key add -
@@ -64,7 +64,7 @@ jobs:
           sudo apt-get autoremove -y
           sudo apt-get autoclean -y
           sudo rm -rf /var/lib/mysql/
-          
+
       - uses: r-lib/actions/setup-pandoc@v2
 
       - uses: r-lib/actions/setup-r@v2
@@ -84,29 +84,29 @@ jobs:
           sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
           sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
           sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
-      
+
       - uses: r-lib/actions/setup-r-dependencies@v2
         with:
           dependencies: 'c("Imports")'
-          extra-packages: | 
-            any::rcmdcheck 
-            cran::devtools 
-            cran::git2r 
-            cran::RCurl 
-            cran::readr 
-            cran::magrittr 
-            cran::xml2 
-            cran::purrr 
-            cran::dplyr 
-            cran::stringr 
-            cran::tidyr 
-            cran::quarto 
-            cran::knitr 
-            cran::kableExtra 
-            cran::rmarkdown 
-            cran::downlit 
+          extra-packages: |
+            any::rcmdcheck
+            cran::devtools
+            cran::git2r
+            cran::RCurl
+            cran::readr
+            cran::magrittr
+            cran::xml2
+            cran::purrr
+            cran::dplyr
+            cran::stringr
+            cran::tidyr
+            cran::quarto
+            cran::knitr
+            cran::kableExtra
+            cran::rmarkdown
+            cran::downlit
           needs: check
-          
+
       - name: Check manual updated
         run: |
           orig_sum=$(find man -type f | sort -u | xargs cat | md5sum)
@@ -125,7 +125,7 @@ jobs:
           grep --quiet "^0 errors" azure-pipelines_check.Rout && grep --quiet " 0 warnings" azure-pipelines_check.Rout && grep --quiet " 0 notes" azure-pipelines_check.Rout
         working-directory: dsBaseClient
         continue-on-error: true
-        
+
       - name: Start Armadillo docker-compose
         run: docker compose -f docker-compose_armadillo.yml up -d --build
         working-directory: dsBaseClient
@@ -145,7 +145,7 @@ jobs:
           sleep 30
           curl -u admin:admin -X POST http://localhost:8080/whitelist/dsBase
         working-directory: dsBaseClient
-      
+
       - name: Run tests with coverage & JUnit report
         run: |
           mkdir -p logs
@@ -169,11 +169,11 @@ jobs:
               ),
               "coveragelist.csv"
             )'
-          
+
           mv coveragelist.csv logs/
           mv test_* logs/
         working-directory: dsBaseClient
-      
+
       - name: Check for JUnit errors
         run: |
           issue_count=$(sed 's/failures="0" errors="0"//' test_results.xml | grep -c errors= || true)
@@ -190,33 +190,33 @@ jobs:
           echo "os:$(lsb_release -ds)" >> ${{ env.WORKFLOW_ID }}.txt
           echo "R:$(R --version | head -n1)" >> ${{ env.WORKFLOW_ID }}.txt
         working-directory: dsBaseClient/logs
-        
+
       - name: Parse results from testthat and covr
         run: |
           Rscript --verbose --vanilla ../testStatus/source/parse_test_report.R logs/
         working-directory: dsBaseClient
-        
+
       - name: Render report
         run: |
           cd testStatus
-          
+
           mkdir -p new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
           mkdir -p new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
           mkdir -p new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/
-          
+
           # Copy logs to new logs directory location
           cp -rv ../dsBaseClient/logs/* new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
           cp -rv ../dsBaseClient/logs/${{ env.WORKFLOW_ID }}.txt new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
-          
+
           R -e 'input_dir <- file.path("../new/logs", Sys.getenv("PROJECT_NAME"), Sys.getenv("BRANCH_NAME"), Sys.getenv("WORKFLOW_ID")); quarto::quarto_render("source/test_report.qmd", execute_params = list(input_dir = input_dir))'
           mv source/test_report.html new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/index.html
           cp -r new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/* new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest
-          
+
         env:
           PROJECT_NAME: ${{ env.PROJECT_NAME }}
           BRANCH_NAME: ${{ env.BRANCH_NAME }}
           WORKFLOW_ID: ${{ env.WORKFLOW_ID }}
-        
+
       - name: Upload test logs
         uses: actions/upload-artifact@v4
         with:
@@ -242,4 +242,3 @@ jobs:
           R -e 'sessionInfo()'
           sudo apt install tree -y
           tree .
-        

From 269091e874c04423db490303ba1a73ca352f75e3 Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Wed, 26 Nov 2025 18:12:47 +0000
Subject: [PATCH 54/69] Update timeout and update list of command line
 arguments when calling parse_test_report.R

---
 .github/workflows/dsBaseClient_test_suite.yaml | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index fb4ed989..c2b9ebcf 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -20,7 +20,7 @@ on:
 jobs:
   dsBaseClient_test_suite:
     runs-on: ubuntu-latest
-    timeout-minutes: 120
+    timeout-minutes: 180
     permissions:
       contents: read
     
@@ -193,8 +193,11 @@ jobs:
         
       - name: Parse results from testthat and covr
         run: |
-          Rscript --verbose --vanilla ../testStatus/source/parse_test_report.R logs/
-        working-directory: dsBaseClient
+          Rscript --verbose --vanilla ../testStatus/source/parse_test_report.R logs/ logs/ https://github.com/datashield/${{ env.PROJECT_NAME }}/blob/${{ env.BRANCH_NAME }} '([^:]+)' '(?<=::)[^:]+(?=::)'
+        working-directory: dsBaseClient  
+        env:
+          PROJECT_NAME: ${{ env.PROJECT_NAME }}
+          BRANCH_NAME: ${{ env.BRANCH_NAME }}
         
       - name: Render report
         run: |

From 8f297082636294dc570967ed9511e06305e1ca44 Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Wed, 26 Nov 2025 18:41:36 +0000
Subject: [PATCH 55/69] Update cron schedule

---
 .github/workflows/dsBaseClient_test_suite.yaml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index c2b9ebcf..d1c915e0 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -14,8 +14,7 @@ name: dsBaseClient tests' suite
 on:
   push:
   schedule:
-    - cron: '0 0 * * 0'   # Weekly
-    - cron: '0 1 * * *'   # Nightly
+    - cron: '0 0 * * 6'   # Weekly
 
 jobs:
   dsBaseClient_test_suite:

From 8dbeb5278cca436f54fb73224ae05cf51a4a856b Mon Sep 17 00:00:00 2001
From: Roberto Villegas-Diaz <villegar@users.noreply.github.com>
Date: Wed, 26 Nov 2025 19:17:03 +0000
Subject: [PATCH 56/69] Export sessionInfo to text file

---
 .github/workflows/dsBaseClient_test_suite.yaml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
index d1c915e0..4594c29a 100644
--- a/.github/workflows/dsBaseClient_test_suite.yaml
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -14,7 +14,7 @@ name: dsBaseClient tests' suite
 on:
   push:
   schedule:
-    - cron: '0 0 * * 6'   # Weekly
+    - cron: '0 0 * * 6'   # Weekly (on Saturdays @ 0.00)
 
 jobs:
   dsBaseClient_test_suite:
@@ -188,6 +188,7 @@ jobs:
           echo "branch:${{ env.BRANCH_NAME }}" > ${{ env.WORKFLOW_ID }}.txt
           echo "os:$(lsb_release -ds)" >> ${{ env.WORKFLOW_ID }}.txt
           echo "R:$(R --version | head -n1)" >> ${{ env.WORKFLOW_ID }}.txt
+          Rscript --vanilla -e 'sessionInfo()' >> session_info_${{ env.WORKFLOW_ID }}.txt
         working-directory: dsBaseClient/logs
         
       - name: Parse results from testthat and covr

From d63496508f9746896b7db7330e70e821d4f8425d Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 27 Nov 2025 16:17:22 +0000
Subject: [PATCH 57/69] Fix typo in variable name

---
 opal_azure-pipelines.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/opal_azure-pipelines.yml b/opal_azure-pipelines.yml
index dab96a79..6122fb03 100644
--- a/opal_azure-pipelines.yml
+++ b/opal_azure-pipelines.yml
@@ -233,7 +233,7 @@ jobs:
     # Install dsBase.
     # If previous steps have failed then don't run.
   - bash: |
-      R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(o)"
+      R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(opal)"
 
       R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = 'v6.3.5-dev'); opal.logout(opal)"
 

From f31f6941c270232249f60ca07b6d3dfbc671bb14 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 30 Nov 2025 14:42:31 +0000
Subject: [PATCH 58/69] Update 'perf' support

---
 tests/testthat/perf_tests/perf_rate.R | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/tests/testthat/perf_tests/perf_rate.R b/tests/testthat/perf_tests/perf_rate.R
index 0384bf63..64b638db 100644
--- a/tests/testthat/perf_tests/perf_rate.R
+++ b/tests/testthat/perf_tests/perf_rate.R
@@ -8,7 +8,8 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-.perf.reference.filename <- 'perf_files/default_perf_profile.csv'
+.perf.reference.filename      <- 'perf_files/default_perf_profile.csv'
+.perf.reference.save.filename <- NULL
 
 .perf.reference <- NULL
 
@@ -22,7 +23,13 @@ perf.reference.save <- function(perf.ref.name, rate, tolerance.lower, tolerance.
 
     .perf.reference[nrow(.perf.reference)+1,] <- c(perf.ref.name, rate, tolerance.lower, tolerance.upper)
 
-    write.csv(.perf.reference, .perf.reference.filename, row.names = FALSE)
+    if (is.null(.perf.reference.save.filename))
+    {
+        .perf.reference.save.filename <<- base::tempfile(pattern = "perf_file_", fileext = ".csv")
+        message(paste0("Additional perf record added to '", .perf.reference.save.filename, "'"))
+    }
+
+    write.csv(.perf.reference, .perf.reference.save.filename, row.names = FALSE)
 
     .perf.reference <<- .perf.reference
 }

From 86fc180521760591fd6bd164da2d1cb58a9de3f4 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Tue, 2 Dec 2025 14:13:05 +0000
Subject: [PATCH 59/69] Start of Release Process 6.3.5

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 348fb26e..317a4202 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: dsBaseClient
 Title: 'DataSHIELD' Client Side Base Functions
-Version: 6.3.5.9000
+Version: 6.3.5
 Description: Base 'DataSHIELD' functions for the client side. 'DataSHIELD' is a software package which allows
     you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have
     been designed to only share non disclosive summary statistics, with built in automated output

From ae57be8dbbb9d62fc8c19a4f12b4978caf04dab0 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 7 Dec 2025 22:16:50 +0000
Subject: [PATCH 60/69] Single quotes

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 317a4202..e0f278a5 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -5,7 +5,7 @@ Description: Base 'DataSHIELD' functions for the client side. 'DataSHIELD' is a
     you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have
     been designed to only share non disclosive summary statistics, with built in automated output
     checking based on statistical disclosure control. With data sites setting the threshold values for
-    the automated output checks. For more details, see citation("dsBaseClient").
+    the automated output checks. For more details, see citation('dsBaseClient').
 Authors@R: c(person(given = "Paul",
                     family = "Burton",
                     role = c("aut"),

From 00e514166ec36a67a248b8ccdc27812ff4464a3d Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 8 Dec 2025 12:17:22 +0000
Subject: [PATCH 61/69] Switch to 'armadillo_azure-pipeline' perf profile

---
 .../perf_files/default_perf_profile.csv       | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index ead05698..e913cff9 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.2725","0.5","2"
-"ds.abs::perf::0","2.677","0.5","2"
-"ds.asInteger::perf:0","2.294","0.5","2"
-"ds.asList::perf:0","4.587","0.5","2"
-"ds.asNumeric::perf:0","2.185","0.5","2"
-"ds.assign::perf::0","5.490","0.5","2"
-"ds.class::perf::combine:0","4.760","0.5","2"
-"ds.colnames::perf:0","9.578","0.5","2"
-"ds.exists::perf::combine:0","11.09","0.5","2"
-"ds.length::perf::combine:0","9.479","0.5","2"
-"ds.mean::perf::combine:0","9.650","0.5","2"
-"ds.mean::perf::split:0","11.26","0.5","2"
-"void::perf::void::0","46250.0","0.5","2"
+"conndisconn::perf::simple0","0.1225","0.5","2"
+"ds.abs::perf::0","5.820","0.5","2"
+"ds.asInteger::perf:0","5.328","0.5","2"
+"ds.asList::perf:0","11.71","0.5","2"
+"ds.asNumeric::perf:0","5.268","0.5","2"
+"ds.assign::perf::0","9.229","0.5","2"
+"ds.class::perf::combine:0","10.84","0.5","2"
+"ds.colnames::perf:0","7.993","0.5","2"
+"ds.exists::perf::combine:0","21.68","0.5","2"
+"ds.length::perf::combine:0","21.84","0.5","2"
+"ds.mean::perf::combine:0","22.01","0.5","2"
+"ds.mean::perf::split:0","22.22","0.5","2"
+"void::perf::void::0","48520.0","0.5","2"

From 905494987c3a27aada3c4596965d6a3cbd820ed4 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 11 Dec 2025 22:32:36 +0000
Subject: [PATCH 62/69] Fixed typos in example code

---
 R/ds.boxPlot.R         | 2 +-
 R/ds.densityGrid.R     | 4 ++--
 R/ds.heatmapPlot.R     | 2 +-
 R/ds.histogram.R       | 2 +-
 R/ds.matrixDiag.R      | 6 +++---
 R/ds.recodeValues.R    | 2 +-
 R/ds.table2D.R         | 2 +-
 man/ds.boxPlot.Rd      | 2 +-
 man/ds.densityGrid.Rd  | 4 ++--
 man/ds.heatmapPlot.Rd  | 2 +-
 man/ds.histogram.Rd    | 2 +-
 man/ds.matrixDiag.Rd   | 6 +++---
 man/ds.recodeValues.Rd | 2 +-
 man/ds.table2D.Rd      | 2 +-
 14 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/R/ds.boxPlot.R b/R/ds.boxPlot.R
index d89c5470..84d7a279 100644
--- a/R/ds.boxPlot.R
+++ b/R/ds.boxPlot.R
@@ -21,7 +21,7 @@
 #'   ## Version 6, for version 5 see the Wiki
 #'   
 #'   ### Please ensure you have a training Virtual Machine running,
-#'    or that you have a live connection to a server.
+#'   # or that you have a live connection to a server.
 #'      
 #'   # Connecting to the Opal servers
 #' 
diff --git a/R/ds.densityGrid.R b/R/ds.densityGrid.R
index b0766418..fbd5b909 100644
--- a/R/ds.densityGrid.R
+++ b/R/ds.densityGrid.R
@@ -66,11 +66,11 @@
 #'   # Example2: generate a grid density object for each study separately
 #'   ds.densityGrid(x="D$LAB_TSC",
 #'                  y="D$LAB_HDL",
-#'                  type="split"
+#'                  type="split",
 #'                  datasources = connections[1])#only the first Opal server is used ("study1")
 #'
 #'   # Example3: generate a grid density object where the number of intervals is set to 15, for
-#'               each study separately
+#'   #           each study separately
 #'   ds.densityGrid(x="D$LAB_TSC",
 #'                  y="D$LAB_HDL",
 #'                  type="split",
diff --git a/R/ds.heatmapPlot.R b/R/ds.heatmapPlot.R
index 024224aa..f42b6baf 100644
--- a/R/ds.heatmapPlot.R
+++ b/R/ds.heatmapPlot.R
@@ -133,7 +133,7 @@
 #'                  datasources = connections[1]) #only the first server is used (study1)
 #'                  
 #'   # Example 3: Plot a combined heat map plot using the method 'deterministic' centroids of each 
-#'   k = 7 nearest neighbours for numints = 40
+#'   # k = 7 nearest neighbours for numints = 40
 #'   ds.heatmapPlot(x = 'D$LAB_TSC',
 #'                  y = 'D$LAB_HDL', 
 #'                  numints = 40, 
diff --git a/R/ds.histogram.R b/R/ds.histogram.R
index 0fbe2e20..562bebcb 100644
--- a/R/ds.histogram.R
+++ b/R/ds.histogram.R
@@ -120,7 +120,7 @@
 #'               datasources = connections) #all studies are used
 #'
 #'   # Example 2: generate a combined histogram with the default small cells counts
-#'                suppression rule
+#'   #             suppression rule
 #'   ds.histogram(x = 'D$PM_BMI_CONTINUOUS',
 #'                method = 'smallCellsRule',
 #'                type = 'combine',
diff --git a/R/ds.matrixDiag.R b/R/ds.matrixDiag.R
index 1ea1341a..2deef1a0 100644
--- a/R/ds.matrixDiag.R
+++ b/R/ds.matrixDiag.R
@@ -112,7 +112,7 @@
 #'                 datasources = connections)
 #'                 
 #'   #Example 2: Create a square matrix with the server-side scalar as all diagonal values 
-#'   and all the other values = 0
+#'   #and all the other values = 0
 #'   
 #'   #Create a scalar in the server-side
 #'   
@@ -152,7 +152,7 @@
 #'                datasources = connections)
 #'                    
 #'  #Example 4: Create a square matrix with the client-side vector as a diagonal
-#'  and all the other values = 0
+#'  #and all the other values = 0
 #'  
 #'  ds.matrixDiag(x1 = c(2,6,9,10),
 #'                aim = "clientside.vector.2.matrix",
@@ -161,7 +161,7 @@
 #'                datasources = connections)
 #'                
 #'  #Example 5: Create a square matrix with the client-side scalar as all diagonal values 
-#'  and all the other values = 0
+#'  #and all the other values = 0
 #'  
 #'  ds.matrixDiag(x1 = 4,
 #'                aim = "clientside.scalar.2.matrix",
diff --git a/R/ds.recodeValues.R b/R/ds.recodeValues.R
index 184ccea2..adeae5bf 100644
--- a/R/ds.recodeValues.R
+++ b/R/ds.recodeValues.R
@@ -69,7 +69,7 @@
 #'                   values2replace.vector = c(1,2), 
 #'                   new.values.vector = c(1,2),
 #'                   missing = 99, 
-#'                   newobj = 'bmi_recoded'
+#'                   newobj = 'bmi_recoded',
 #'                   datasources = connections)
 #'                  
 #'   # Clear the Datashield R sessions and logout                 
diff --git a/R/ds.table2D.R b/R/ds.table2D.R
index 0dee00ab..1402e542 100644
--- a/R/ds.table2D.R
+++ b/R/ds.table2D.R
@@ -56,7 +56,7 @@
 #'   # Example 2: generate a two dimensional table, outputting study specific contingency tables
 #'   ds.table2D(x='D$DIS_DIAB', y='D$GENDER', type='split')
 #'   # display the 5 results items, one at a time to avoid having too much information displayed
-#'   at the same time
+#'   # at the same time
 #'   output$counts
 #'   output$rowPercent
 #'   output$colPercent
diff --git a/man/ds.boxPlot.Rd b/man/ds.boxPlot.Rd
index 0e8e7a33..93a60a6c 100644
--- a/man/ds.boxPlot.Rd
+++ b/man/ds.boxPlot.Rd
@@ -46,7 +46,7 @@ of grouping using categorical variables on the dataset (only for data frames)
   ## Version 6, for version 5 see the Wiki
   
   ### Please ensure you have a training Virtual Machine running,
-   or that you have a live connection to a server.
+  # or that you have a live connection to a server.
      
   # Connecting to the Opal servers
 
diff --git a/man/ds.densityGrid.Rd b/man/ds.densityGrid.Rd
index 89cc4348..0e2c5b78 100644
--- a/man/ds.densityGrid.Rd
+++ b/man/ds.densityGrid.Rd
@@ -88,11 +88,11 @@ Server function called: \code{densityGridDS}
   # Example2: generate a grid density object for each study separately
   ds.densityGrid(x="D$LAB_TSC",
                  y="D$LAB_HDL",
-                 type="split"
+                 type="split",
                  datasources = connections[1])#only the first Opal server is used ("study1")
 
   # Example3: generate a grid density object where the number of intervals is set to 15, for
-              each study separately
+  #           each study separately
   ds.densityGrid(x="D$LAB_TSC",
                  y="D$LAB_HDL",
                  type="split",
diff --git a/man/ds.heatmapPlot.Rd b/man/ds.heatmapPlot.Rd
index 3ab17da9..dfd89d3c 100644
--- a/man/ds.heatmapPlot.Rd
+++ b/man/ds.heatmapPlot.Rd
@@ -163,7 +163,7 @@ Server function called: \code{heatmapPlotDS}
                  datasources = connections[1]) #only the first server is used (study1)
                  
   # Example 3: Plot a combined heat map plot using the method 'deterministic' centroids of each 
-  k = 7 nearest neighbours for numints = 40
+  # k = 7 nearest neighbours for numints = 40
   ds.heatmapPlot(x = 'D$LAB_TSC',
                  y = 'D$LAB_HDL', 
                  numints = 40, 
diff --git a/man/ds.histogram.Rd b/man/ds.histogram.Rd
index 17de73da..d8173574 100644
--- a/man/ds.histogram.Rd
+++ b/man/ds.histogram.Rd
@@ -148,7 +148,7 @@ Server function called: \code{histogramDS2}
               datasources = connections) #all studies are used
 
   # Example 2: generate a combined histogram with the default small cells counts
-               suppression rule
+  #             suppression rule
   ds.histogram(x = 'D$PM_BMI_CONTINUOUS',
                method = 'smallCellsRule',
                type = 'combine',
diff --git a/man/ds.matrixDiag.Rd b/man/ds.matrixDiag.Rd
index 268e5148..b58a0e62 100644
--- a/man/ds.matrixDiag.Rd
+++ b/man/ds.matrixDiag.Rd
@@ -136,7 +136,7 @@ Server function called: \code{matrixDiagDS}
                 datasources = connections)
                 
   #Example 2: Create a square matrix with the server-side scalar as all diagonal values 
-  and all the other values = 0
+  #and all the other values = 0
   
   #Create a scalar in the server-side
   
@@ -176,7 +176,7 @@ Server function called: \code{matrixDiagDS}
                datasources = connections)
                    
  #Example 4: Create a square matrix with the client-side vector as a diagonal
- and all the other values = 0
+ #and all the other values = 0
  
  ds.matrixDiag(x1 = c(2,6,9,10),
                aim = "clientside.vector.2.matrix",
@@ -185,7 +185,7 @@ Server function called: \code{matrixDiagDS}
                datasources = connections)
                
  #Example 5: Create a square matrix with the client-side scalar as all diagonal values 
- and all the other values = 0
+ #and all the other values = 0
  
  ds.matrixDiag(x1 = 4,
                aim = "clientside.scalar.2.matrix",
diff --git a/man/ds.recodeValues.Rd b/man/ds.recodeValues.Rd
index 6b775bc9..8c8a75d8 100644
--- a/man/ds.recodeValues.Rd
+++ b/man/ds.recodeValues.Rd
@@ -97,7 +97,7 @@ Server function called: \code{recodeValuesDS}
                   values2replace.vector = c(1,2), 
                   new.values.vector = c(1,2),
                   missing = 99, 
-                  newobj = 'bmi_recoded'
+                  newobj = 'bmi_recoded',
                   datasources = connections)
                  
   # Clear the Datashield R sessions and logout                 
diff --git a/man/ds.table2D.Rd b/man/ds.table2D.Rd
index 3d0e2a2c..57982f3c 100644
--- a/man/ds.table2D.Rd
+++ b/man/ds.table2D.Rd
@@ -77,7 +77,7 @@ identify the cell(s) that had the small counts which render the table invalid.
   # Example 2: generate a two dimensional table, outputting study specific contingency tables
   ds.table2D(x='D$DIS_DIAB', y='D$GENDER', type='split')
   # display the 5 results items, one at a time to avoid having too much information displayed
-  at the same time
+  # at the same time
   output$counts
   output$rowPercent
   output$colPercent

From eda7be47b0df11d9a684260ddc9bd6221732e89f Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Thu, 11 Dec 2025 22:40:13 +0000
Subject: [PATCH 63/69] Update perf profile

---
 tests/testthat/perf_files/default_perf_profile.csv | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index ead05698..d75711a3 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -6,7 +6,7 @@
 "ds.asNumeric::perf:0","2.185","0.5","2"
 "ds.assign::perf::0","5.490","0.5","2"
 "ds.class::perf::combine:0","4.760","0.5","2"
-"ds.colnames::perf:0","9.578","0.5","2"
+"ds.colnames::perf:0","4.159","0.5","2"
 "ds.exists::perf::combine:0","11.09","0.5","2"
 "ds.length::perf::combine:0","9.479","0.5","2"
 "ds.mean::perf::combine:0","9.650","0.5","2"

From d6da7a21368991db646b8d262ba06c8858d12284 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 12 Dec 2025 08:19:56 +0000
Subject: [PATCH 64/69] Update to perf profile

Updated performance metrics for ds.colnames.
---
 tests/testthat/perf_files/default_perf_profile.csv | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index ece226df..58614204 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -6,9 +6,9 @@
 "ds.asNumeric::perf:0","2.185","0.5","2"
 "ds.assign::perf::0","5.490","0.5","2"
 "ds.class::perf::combine:0","4.760","0.5","2"
-"ds.colnames::perf:0","4.159","0.5","2"
+"ds.colnames::perf:0","9.079","0.5","2"
 "ds.exists::perf::combine:0","11.09","0.5","2"
 "ds.length::perf::combine:0","9.479","0.5","2"
 "ds.mean::perf::combine:0","9.650","0.5","2"
 "ds.mean::perf::split:0","11.26","0.5","2"
-"void::perf::void::0","46250.0","0.5","2"
\ No newline at end of file
+"void::perf::void::0","46250.0","0.5","2"

From e03bdb8655e333c3dc1fead7d6493c7de7513bd0 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Fri, 12 Dec 2025 16:09:35 +0000
Subject: [PATCH 65/69] Updated Opal Azure_Pipeline profile

---
 tests/testthat/perf_files/opal_azure-pipeline.csv | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/testthat/perf_files/opal_azure-pipeline.csv b/tests/testthat/perf_files/opal_azure-pipeline.csv
index d75711a3..58614204 100644
--- a/tests/testthat/perf_files/opal_azure-pipeline.csv
+++ b/tests/testthat/perf_files/opal_azure-pipeline.csv
@@ -6,7 +6,7 @@
 "ds.asNumeric::perf:0","2.185","0.5","2"
 "ds.assign::perf::0","5.490","0.5","2"
 "ds.class::perf::combine:0","4.760","0.5","2"
-"ds.colnames::perf:0","4.159","0.5","2"
+"ds.colnames::perf:0","9.079","0.5","2"
 "ds.exists::perf::combine:0","11.09","0.5","2"
 "ds.length::perf::combine:0","9.479","0.5","2"
 "ds.mean::perf::combine:0","9.650","0.5","2"

From 70b467b2caac79e809ba8a6bd16b103af911d303 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 14 Dec 2025 20:10:31 +0000
Subject: [PATCH 66/69] Addition of 'on.exit' for warn option

---
 R/ds.table.R   | 6 ++++++
 R/ds.table2D.R | 7 +++++++
 R/glmChecks.R  | 8 ++++++++
 3 files changed, 21 insertions(+)

diff --git a/R/ds.table.R b/R/ds.table.R
index e1238e2a..0f6ea996 100644
--- a/R/ds.table.R
+++ b/R/ds.table.R
@@ -1539,6 +1539,12 @@ if(num.table.dims==1)
 
 }#END second dim=1 loop
 
+#################################################
+# Setup on.exit() to restore options 'warn' value
+#################################################
+
+old_warn_option <- base::getOption("warn")
+on.exit(base::options(warn = old_warn_option), add = TRUE)
 
 ################################
 #NOW UNDERTAKE CHISQUARED TESTS#
diff --git a/R/ds.table2D.R b/R/ds.table2D.R
index 1402e542..d632755a 100644
--- a/R/ds.table2D.R
+++ b/R/ds.table2D.R
@@ -112,6 +112,13 @@ ds.table2D <- function(x=NULL, y=NULL, type='both', warningMessage=TRUE, datasou
     stop("Function argument 'type' has to be either 'combine', 'split' or 'both'")
   }
 
+  #################################################
+  # Setup on.exit() to restore options 'warn' value
+  #################################################
+
+  old_warn_option <- base::getOption("warn")
+  on.exit(base::options(warn = old_warn_option), add = TRUE)
+
   # the input variable might be given as column table (i.e. D$x)
   # or just as a vector not attached to a table (i.e. x)
   # we have to make sure the function deals with each case
diff --git a/R/glmChecks.R b/R/glmChecks.R
index 6dcfe2ee..b469c7c7 100644
--- a/R/glmChecks.R
+++ b/R/glmChecks.R
@@ -52,6 +52,14 @@ glmChecks <- function(formula, data, offset, weights, datasources){
     varIdentifier <- append(varIdentifier, "weights")
   }
 
+  #################################################
+  # Setup on.exit() to restore options 'warn' value
+  #################################################
+
+  old_warn_option <- base::getOption("warn")
+  on.exit(base::options(warn = old_warn_option), add = TRUE)
+
+
   # check that each variable is defined and not empty and each study. Stop the process if any check fails
   stdnames <- names(datasources)
   for(i in 1:length(elts)){

From 6589423c5ea364ec0d65a6b30b19deda0457de43 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Mon, 15 Dec 2025 11:05:21 +0000
Subject: [PATCH 67/69] Updated Armadillo Profile - Azure Pipeline

---
 .../perf_files/armadillo_azure-pipeline.csv   | 26 +++++++++----------
 .../perf_files/default_perf_profile.csv       | 26 +++++++++----------
 2 files changed, 26 insertions(+), 26 deletions(-)

diff --git a/tests/testthat/perf_files/armadillo_azure-pipeline.csv b/tests/testthat/perf_files/armadillo_azure-pipeline.csv
index e913cff9..ca8a229c 100644
--- a/tests/testthat/perf_files/armadillo_azure-pipeline.csv
+++ b/tests/testthat/perf_files/armadillo_azure-pipeline.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.1225","0.5","2"
-"ds.abs::perf::0","5.820","0.5","2"
-"ds.asInteger::perf:0","5.328","0.5","2"
-"ds.asList::perf:0","11.71","0.5","2"
-"ds.asNumeric::perf:0","5.268","0.5","2"
-"ds.assign::perf::0","9.229","0.5","2"
-"ds.class::perf::combine:0","10.84","0.5","2"
-"ds.colnames::perf:0","7.993","0.5","2"
-"ds.exists::perf::combine:0","21.68","0.5","2"
-"ds.length::perf::combine:0","21.84","0.5","2"
-"ds.mean::perf::combine:0","22.01","0.5","2"
-"ds.mean::perf::split:0","22.22","0.5","2"
-"void::perf::void::0","48520.0","0.5","2"
+"conndisconn::perf::simple0","0.1661","0.5","2"
+"ds.abs::perf::0","6.247","0.5","2"
+"ds.asInteger::perf:0","5.691","0.5","2"
+"ds.asList::perf:0","12.50","0.5","2"
+"ds.asNumeric::perf:0","5.723","0.5","2"
+"ds.assign::perf::0","10.52","0.5","2"
+"ds.class::perf::combine:0","13.73","0.5","2"
+"ds.colnames::perf:0","25.64","0.5","2"
+"ds.exists::perf::combine:0","25.73","0.5","2"
+"ds.length::perf::combine:0","25.44","0.5","2"
+"ds.mean::perf::combine:0","25.70","0.5","2"
+"ds.mean::perf::split:0","25.72","0.5","2"
+"void::perf::void::0","53016.0","0.5","2"
diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index 58614204..ca8a229c 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.2725","0.5","2"
-"ds.abs::perf::0","2.677","0.5","2"
-"ds.asInteger::perf:0","2.294","0.5","2"
-"ds.asList::perf:0","4.587","0.5","2"
-"ds.asNumeric::perf:0","2.185","0.5","2"
-"ds.assign::perf::0","5.490","0.5","2"
-"ds.class::perf::combine:0","4.760","0.5","2"
-"ds.colnames::perf:0","9.079","0.5","2"
-"ds.exists::perf::combine:0","11.09","0.5","2"
-"ds.length::perf::combine:0","9.479","0.5","2"
-"ds.mean::perf::combine:0","9.650","0.5","2"
-"ds.mean::perf::split:0","11.26","0.5","2"
-"void::perf::void::0","46250.0","0.5","2"
+"conndisconn::perf::simple0","0.1661","0.5","2"
+"ds.abs::perf::0","6.247","0.5","2"
+"ds.asInteger::perf:0","5.691","0.5","2"
+"ds.asList::perf:0","12.50","0.5","2"
+"ds.asNumeric::perf:0","5.723","0.5","2"
+"ds.assign::perf::0","10.52","0.5","2"
+"ds.class::perf::combine:0","13.73","0.5","2"
+"ds.colnames::perf:0","25.64","0.5","2"
+"ds.exists::perf::combine:0","25.73","0.5","2"
+"ds.length::perf::combine:0","25.44","0.5","2"
+"ds.mean::perf::combine:0","25.70","0.5","2"
+"ds.mean::perf::split:0","25.72","0.5","2"
+"void::perf::void::0","53016.0","0.5","2"

From b33d01effa94928814d0c4535331a8eb06ee5488 Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 21 Dec 2025 16:06:59 +0000
Subject: [PATCH 68/69] Updates for export of 'R/subsetHelper.R'

---
 NAMESPACE        |  1 +
 R/ds.boxPlot.R   | 18 +++++++++---------
 R/subsetHelper.R |  1 +
 3 files changed, 11 insertions(+), 9 deletions(-)

diff --git a/NAMESPACE b/NAMESPACE
index a41b8f0a..28959252 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -118,6 +118,7 @@ export(ds.unList)
 export(ds.unique)
 export(ds.var)
 export(ds.vectorCalc)
+export(subsetHelper)
 import(DSI)
 import(data.table)
 importFrom(stats,as.formula)
diff --git a/R/ds.boxPlot.R b/R/ds.boxPlot.R
index 84d7a279..7d86a79b 100644
--- a/R/ds.boxPlot.R
+++ b/R/ds.boxPlot.R
@@ -48,37 +48,37 @@
 #'    symbol = "D") 
 #'   
 #'   ## Create a boxplot of one variable
-#'   ds.boxPlot("D", "LAB_HDL", datasources = connections) 
+#'   ds.boxPlot("D", "LAB_HDL", datasources = connections)
 #'  
 #'   ## Create a boxplot that is split by study:
-#'   ds.boxPlot("D", "LAB_HDL", type= "split", datasources = connections) 
+#'   ds.boxPlot("D", "LAB_HDL", type= "split", datasources = connections)
 #'   
 #'   ## Create a boxplot of two variables variable
-#'   ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG", type="pooled", 
-#'   datasources = connections)  
+#'   ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), type="pooled",
+#'   datasources = connections)
 #'   # only one plot is created (of the aggregated results of all servers)
 #'   
 #'   ## Create a boxplot of two variables, which are split by a factor
-#'   ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER", 
+#'   ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER",
 #'   datasources = connections)
 #'   
 #'   ## Create a boxplot with x- and y-axis labels
-#'   ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER", 
+#'   ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER",
 #'   xlabel = "Variable", ylabel = "Measurement", datasources = connections)
 #'   
 #'   ## Improve the presentation of ds.boxplot output using ggplot:
 #'   ### User must save the output, which is in a ggplot format already:
-#'   a <- ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER", 
+#'   a <- ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER",
 #'   xlabel = "Variable", ylabel = "Measurement", datasources = connections)
 #'                  
 #'   ### Then customise output "a" using ggplot tools:
 #'   a + ggplot2::scale_fill_discrete(name = "Gender", labels = c("Male", "Female"))
 #'   
 #'   ### Or use an alternative way, to maintain the aesthetics:
-#'   a + ggplot2::scale_fill_brewer(name = "Gender", labels = c("Male", "Female")) 
+#'   a + ggplot2::scale_fill_brewer(name = "Gender", labels = c("Male", "Female"))
 #'                                                                                 
 #'   # Clear the Datashield R sessions and logout                 
-#'   datashield.logout(connections) 
+#'   datashield.logout(connections)
 #'   
 #' }   
 #'
diff --git a/R/subsetHelper.R b/R/subsetHelper.R
index 025a0680..82eae727 100644
--- a/R/subsetHelper.R
+++ b/R/subsetHelper.R
@@ -17,6 +17,7 @@
 #' @keywords internal
 #' @return \code{subsetHelper} returns a message or the class of the object if the 
 #' object has the same class in all studies.
+#' @export
 #' @examples
 #' \dontrun{
 #'

From f3e8bf526c9922af6e6c88786d3535ca9a5e0e6a Mon Sep 17 00:00:00 2001
From: Stuart Wheater <stuart.wheater@arjuna.com>
Date: Sun, 21 Dec 2025 16:07:49 +0000
Subject: [PATCH 69/69] Update 'docs' and 'man'

---
 docs/404.html                                 |   2 +-
 docs/LICENSE.html                             |   2 +-
 docs/authors.html                             |   6 +-
 docs/index.html                               |   4 +-
 docs/pkgdown.yml                              |   2 +-
 docs/reference/checkClass.html                |   2 +-
 docs/reference/colPercent.html                |   2 +-
 docs/reference/computeWeightedMeans.html      |   6 +-
 docs/reference/dot-pool_md_patterns.html      |   2 +-
 docs/reference/ds.Boole.html                  |   2 +-
 docs/reference/ds.abs.html                    |   2 +-
 docs/reference/ds.asCharacter.html            |   2 +-
 docs/reference/ds.asDataMatrix.html           |   2 +-
 docs/reference/ds.asFactor.html               |   2 +-
 docs/reference/ds.asFactorSimple.html         |   2 +-
 docs/reference/ds.asInteger.html              |   2 +-
 docs/reference/ds.asList.html                 |   2 +-
 docs/reference/ds.asLogical.html              |   2 +-
 docs/reference/ds.asMatrix.html               |   2 +-
 docs/reference/ds.asNumeric.html              |   2 +-
 docs/reference/ds.assign.html                 |   2 +-
 docs/reference/ds.auc.html                    |   2 +-
 docs/reference/ds.boxPlot.html                |  69 ++++++++++-
 docs/reference/ds.boxPlotGG.html              |   2 +-
 .../ds.boxPlotGG_data_Treatment.html          |   2 +-
 .../ds.boxPlotGG_data_Treatment_numeric.html  |   2 +-
 docs/reference/ds.boxPlotGG_numeric.html      |   2 +-
 docs/reference/ds.boxPlotGG_table.html        |   2 +-
 docs/reference/ds.bp_standards.html           |   2 +-
 docs/reference/ds.c.html                      |   2 +-
 docs/reference/ds.cbind.html                  |   2 +-
 docs/reference/ds.changeRefGroup.html         |   2 +-
 docs/reference/ds.class.html                  |   2 +-
 docs/reference/ds.colnames.html               |   2 +-
 docs/reference/ds.completeCases.html          |   2 +-
 docs/reference/ds.contourPlot.html            |   2 +-
 docs/reference/ds.cor.html                    |   2 +-
 docs/reference/ds.corTest.html                |   2 +-
 docs/reference/ds.cov.html                    |   2 +-
 docs/reference/ds.dataFrame.html              |   2 +-
 docs/reference/ds.dataFrameFill.html          |   2 +-
 docs/reference/ds.dataFrameSort.html          |   2 +-
 docs/reference/ds.dataFrameSubset.html        |   2 +-
 docs/reference/ds.densityGrid.html            |  56 ++++++++-
 docs/reference/ds.dim.html                    |   2 +-
 docs/reference/ds.dmtC2S.html                 |   2 +-
 docs/reference/ds.elspline.html               |   2 +-
 docs/reference/ds.exists.html                 |   2 +-
 docs/reference/ds.exp.html                    |   2 +-
 docs/reference/ds.extractQuantiles.html       |   2 +-
 docs/reference/ds.forestplot.html             |   6 +-
 docs/reference/ds.gamlss.html                 |   2 +-
 docs/reference/ds.getWGSR.html                |   2 +-
 docs/reference/ds.glm.html                    |   2 +-
 docs/reference/ds.glmPredict.html             |   2 +-
 docs/reference/ds.glmSLMA.html                |   2 +-
 docs/reference/ds.glmSummary.html             |   2 +-
 docs/reference/ds.glmerSLMA.html              |   2 +-
 docs/reference/ds.heatmapPlot.html            |  62 +++++++++-
 docs/reference/ds.hetcor.html                 |   2 +-
 docs/reference/ds.histogram.html              |  69 ++++++++++-
 docs/reference/ds.igb_standards.html          |   2 +-
 docs/reference/ds.isNA.html                   |   2 +-
 docs/reference/ds.isValid.html                |   2 +-
 docs/reference/ds.kurtosis.html               |   2 +-
 docs/reference/ds.length.html                 |   2 +-
 docs/reference/ds.levels.html                 |   2 +-
 docs/reference/ds.lexis.html                  |   2 +-
 docs/reference/ds.list.html                   |   2 +-
 .../reference/ds.listClientsideFunctions.html |   2 +-
 docs/reference/ds.listDisclosureSettings.html |   2 +-
 docs/reference/ds.listOpals.html              |   2 +-
 .../reference/ds.listServersideFunctions.html |   2 +-
 docs/reference/ds.lmerSLMA.html               |   2 +-
 docs/reference/ds.log.html                    |   2 +-
 docs/reference/ds.look.html                   |   2 +-
 docs/reference/ds.ls.html                     |   2 +-
 docs/reference/ds.lspline.html                |   2 +-
 docs/reference/ds.make.html                   |   2 +-
 docs/reference/ds.matrix.html                 |   2 +-
 docs/reference/ds.matrixDet.html              |   2 +-
 docs/reference/ds.matrixDet.report.html       |   2 +-
 docs/reference/ds.matrixDiag.html             | 115 +++++++++++++++++-
 docs/reference/ds.matrixDimnames.html         |   2 +-
 docs/reference/ds.matrixInvert.html           |   2 +-
 docs/reference/ds.matrixMult.html             |   2 +-
 docs/reference/ds.matrixTranspose.html        |   2 +-
 docs/reference/ds.mdPattern.html              |   2 +-
 docs/reference/ds.mean.html                   |   2 +-
 docs/reference/ds.meanByClass.html            |   2 +-
 docs/reference/ds.meanSdGp.html               |   2 +-
 docs/reference/ds.merge.html                  |   2 +-
 docs/reference/ds.message.html                |   2 +-
 docs/reference/ds.metadata.html               |   2 +-
 docs/reference/ds.mice.html                   |   2 +-
 docs/reference/ds.names.html                  |   2 +-
 docs/reference/ds.ns.html                     |   2 +-
 docs/reference/ds.numNA.html                  |   2 +-
 docs/reference/ds.qlspline.html               |   2 +-
 docs/reference/ds.quantileMean.html           |   2 +-
 docs/reference/ds.rBinom.html                 |   2 +-
 docs/reference/ds.rNorm.html                  |   2 +-
 docs/reference/ds.rPois.html                  |   2 +-
 docs/reference/ds.rUnif.html                  |   2 +-
 docs/reference/ds.ranksSecure.html            |   2 +-
 docs/reference/ds.rbind.html                  |   2 +-
 docs/reference/ds.reShape.html                |   2 +-
 docs/reference/ds.recodeLevels.html           |   2 +-
 docs/reference/ds.recodeValues.html           |  50 +++++++-
 docs/reference/ds.rep.html                    |   2 +-
 docs/reference/ds.replaceNA.html              |   2 +-
 docs/reference/ds.rm.html                     |   2 +-
 docs/reference/ds.rowColCalc.html             |   2 +-
 docs/reference/ds.sample.html                 |   2 +-
 docs/reference/ds.scatterPlot.html            |   2 +-
 docs/reference/ds.seq.html                    |   2 +-
 docs/reference/ds.setDefaultOpals.html        |   2 +-
 docs/reference/ds.setSeed.html                |   2 +-
 docs/reference/ds.skewness.html               |   2 +-
 docs/reference/ds.sqrt.html                   |   2 +-
 docs/reference/ds.subset.html                 |   2 +-
 docs/reference/ds.subsetByClass.html          |   2 +-
 docs/reference/ds.summary.html                |   2 +-
 docs/reference/ds.table.html                  |   2 +-
 docs/reference/ds.table1D.html                |   2 +-
 docs/reference/ds.table2D.html                |  57 ++++++++-
 docs/reference/ds.tapply.assign.html          |   2 +-
 docs/reference/ds.tapply.html                 |   2 +-
 docs/reference/ds.testObjExists.html          |   2 +-
 docs/reference/ds.unList.html                 |   2 +-
 docs/reference/ds.unique.html                 |   2 +-
 docs/reference/ds.var.html                    |   2 +-
 docs/reference/ds.vectorCalc.html             |   2 +-
 docs/reference/extract.html                   |   2 +-
 docs/reference/getPooledMean.html             |   2 +-
 docs/reference/getPooledVar.html              |   2 +-
 docs/reference/glmChecks.html                 |   2 +-
 docs/reference/index.html                     |   6 +-
 docs/reference/isAssigned.html                |   2 +-
 docs/reference/isDefined.html                 |   2 +-
 docs/reference/logical2int.html               |   2 +-
 docs/reference/meanByClassHelper0a.html       |   2 +-
 docs/reference/meanByClassHelper0b.html       |   2 +-
 docs/reference/meanByClassHelper1.html        |   2 +-
 docs/reference/meanByClassHelper2.html        |   2 +-
 docs/reference/meanByClassHelper3.html        |   2 +-
 docs/reference/meanByClassHelper4.html        |   2 +-
 docs/reference/rowPercent.html                |   2 +-
 docs/reference/subsetHelper.html              |   2 +-
 man/ds.boxPlot.Rd                             |  18 +--
 150 files changed, 626 insertions(+), 172 deletions(-)

diff --git a/docs/404.html b/docs/404.html
index 76de734e..c37c451a 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -32,7 +32,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/LICENSE.html b/docs/LICENSE.html
index e721df6e..b18449a1 100644
--- a/docs/LICENSE.html
+++ b/docs/LICENSE.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/authors.html b/docs/authors.html
index ea2155cd..827877ce 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -102,12 +102,12 @@ <h1 id="citation">Citation</h1>
 
     <p>Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Marcon Y, Bishop T, Gaye A, Escribà-Montagut X, Wheater S (????).
 <em>dsBaseClient: 'DataSHIELD' Client Side Base Functions</em>.
-R package version 6.3.5-9000.
+R package version 6.3.5.
 </p>
     <pre>@Manual{,
   title = {dsBaseClient: 'DataSHIELD' Client Side Base Functions},
   author = {Paul Burton and Rebecca Wilson and Olly Butters and Patricia Ryser-Welch and Alex Westerberg and Leire Abarrategui and Roberto Villegas-Diaz and Demetris Avraam and Yannick Marcon and Tom Bishop and Amadou Gaye and Xavier Escribà-Montagut and Stuart Wheater},
-  note = {R package version 6.3.5-9000},
+  note = {R package version 6.3.5},
 }</pre>
     <p>Gaye A, Marcon Y, Isaeva J, LaFlamme P, Turner A, Jones E, Minion J, Boyd A, Newby C, Nuotio M, Wilson R, Butters O, Murtagh B, Demir I, Doiron D, Giepmans L, Wallace S, Budin-Ljøsne I, Schmidt C, Boffetta P, Boniol M, Bota M, Carter K, deKlerk N, Dibben C, Francis R, Hiekkalinna T, Hveem K, Kvaløy K, Millar S, Perry I, Peters A, Phillips C, Popham F, Raab G, Reischl E, Sheehan N, Waldenberger M, Perola M, van den Heuvel E, Macleod J, Knoppers B, Stolk R, Fortier I, Harris J, Woffenbuttel B, Murtagh M, Ferretti V, Burton P (2014).
 “DataSHIELD: taking the analysis to the data, not the data to the analysis.”
diff --git a/docs/index.html b/docs/index.html
index f76381f0..b3d66be0 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -12,7 +12,7 @@
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
 <script src="pkgdown.js"></script><meta property="og:title" content="DataSHIELD Client Side Base Functions">
-<meta property="og:description" content='Base DataSHIELD functions for the client side. DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. DataSHIELD analytic functions have been designed to only share non disclosive summary statistics, with built in automated output checking based on statistical disclosure control. With data sites setting the threshold values for the automated output checks. For more details, see citation("dsBaseClient").'>
+<meta property="og:description" content="Base DataSHIELD functions for the client side. DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. DataSHIELD analytic functions have been designed to only share non disclosive summary statistics, with built in automated output checking based on statistical disclosure control. With data sites setting the threshold values for the automated output checks. For more details, see citation(dsBaseClient).">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -33,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 87290833..96a9f3f9 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.3
 pkgdown: 2.2.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2025-11-14T05:59Z
+last_built: 2025-12-21T15:51Z
diff --git a/docs/reference/checkClass.html b/docs/reference/checkClass.html
index 3ccfc4dd..9740d28a 100644
--- a/docs/reference/checkClass.html
+++ b/docs/reference/checkClass.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/colPercent.html b/docs/reference/colPercent.html
index f4057a4f..9bf48667 100644
--- a/docs/reference/colPercent.html
+++ b/docs/reference/colPercent.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/computeWeightedMeans.html b/docs/reference/computeWeightedMeans.html
index 075bcbd7..5c6b7e8c 100644
--- a/docs/reference/computeWeightedMeans.html
+++ b/docs/reference/computeWeightedMeans.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -71,6 +71,10 @@ <h2>Arguments</h2>
 <dd><p>character vector of the columns to group by</p></dd>
 
 </dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>Returns a data table object with computed weighted means.</p>
+    </div>
     <div id="author">
     <h2>Author</h2>
     <p>Matthias Bannert, Gabriel Bucur</p>
diff --git a/docs/reference/dot-pool_md_patterns.html b/docs/reference/dot-pool_md_patterns.html
index 6ab173a6..ee5e4ec5 100644
--- a/docs/reference/dot-pool_md_patterns.html
+++ b/docs/reference/dot-pool_md_patterns.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.Boole.html b/docs/reference/ds.Boole.html
index c048a7c5..8024db82 100644
--- a/docs/reference/ds.Boole.html
+++ b/docs/reference/ds.Boole.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.abs.html b/docs/reference/ds.abs.html
index 1ea40036..3ca2945f 100644
--- a/docs/reference/ds.abs.html
+++ b/docs/reference/ds.abs.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asCharacter.html b/docs/reference/ds.asCharacter.html
index 5cd2add9..1ea041a6 100644
--- a/docs/reference/ds.asCharacter.html
+++ b/docs/reference/ds.asCharacter.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asDataMatrix.html b/docs/reference/ds.asDataMatrix.html
index 4047f2d4..43145cc6 100644
--- a/docs/reference/ds.asDataMatrix.html
+++ b/docs/reference/ds.asDataMatrix.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asFactor.html b/docs/reference/ds.asFactor.html
index 01c06a1b..7c3ea953 100644
--- a/docs/reference/ds.asFactor.html
+++ b/docs/reference/ds.asFactor.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asFactorSimple.html b/docs/reference/ds.asFactorSimple.html
index 57359dce..c29a0462 100644
--- a/docs/reference/ds.asFactorSimple.html
+++ b/docs/reference/ds.asFactorSimple.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asInteger.html b/docs/reference/ds.asInteger.html
index a8627c31..f491af4a 100644
--- a/docs/reference/ds.asInteger.html
+++ b/docs/reference/ds.asInteger.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asList.html b/docs/reference/ds.asList.html
index d96e0175..d9d70b03 100644
--- a/docs/reference/ds.asList.html
+++ b/docs/reference/ds.asList.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asLogical.html b/docs/reference/ds.asLogical.html
index 0e7f466c..a30586d4 100644
--- a/docs/reference/ds.asLogical.html
+++ b/docs/reference/ds.asLogical.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asMatrix.html b/docs/reference/ds.asMatrix.html
index 2fdb38cc..b4997553 100644
--- a/docs/reference/ds.asMatrix.html
+++ b/docs/reference/ds.asMatrix.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.asNumeric.html b/docs/reference/ds.asNumeric.html
index 92568451..db255308 100644
--- a/docs/reference/ds.asNumeric.html
+++ b/docs/reference/ds.asNumeric.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.assign.html b/docs/reference/ds.assign.html
index 9147ef7d..ff9c513d 100644
--- a/docs/reference/ds.assign.html
+++ b/docs/reference/ds.assign.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.auc.html b/docs/reference/ds.auc.html
index 5cb42031..1343b260 100644
--- a/docs/reference/ds.auc.html
+++ b/docs/reference/ds.auc.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.boxPlot.html b/docs/reference/ds.boxPlot.html
index c45fad72..00449f1e 100644
--- a/docs/reference/ds.boxPlot.html
+++ b/docs/reference/ds.boxPlot.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -103,7 +103,72 @@ <h2>Value</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span>  <span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">### Please ensure you have a training Virtual Machine running,</span></span></span>
+<span class="r-in"><span>  <span class="co"># or that you have a live connection to a server.</span></span></span>
+<span class="r-in"><span>     </span></span>
+<span class="r-in"><span>  <span class="co"># Connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
+<span class="r-in"><span>   symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">## Create a boxplot of one variable</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.boxPlot</span><span class="op">(</span><span class="st">"D"</span>, <span class="st">"LAB_HDL"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span> </span></span>
+<span class="r-in"><span> </span></span>
+<span class="r-in"><span>  <span class="co">## Create a boxplot that is split by study:</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.boxPlot</span><span class="op">(</span><span class="st">"D"</span>, <span class="st">"LAB_HDL"</span>, type<span class="op">=</span> <span class="st">"split"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">## Create a boxplot of two variables variable</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.boxPlot</span><span class="op">(</span><span class="st">"D"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"LAB_HDL"</span>, <span class="st">"LAB_TRIG"</span><span class="op">)</span>, type<span class="op">=</span><span class="st">"pooled"</span>, </span></span>
+<span class="r-in"><span>  datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span>  </span></span>
+<span class="r-in"><span>  <span class="co"># only one plot is created (of the aggregated results of all servers)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">## Create a boxplot of two variables, which are split by a factor</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.boxPlot</span><span class="op">(</span><span class="st">"D"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"LAB_HDL"</span>, <span class="st">"LAB_TRIG"</span><span class="op">)</span>, group <span class="op">=</span> <span class="st">"GENDER"</span>, </span></span>
+<span class="r-in"><span>  datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">## Create a boxplot with x- and y-axis labels</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.boxPlot</span><span class="op">(</span><span class="st">"D"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"LAB_HDL"</span>, <span class="st">"LAB_TRIG"</span><span class="op">)</span>, group <span class="op">=</span> <span class="st">"GENDER"</span>, </span></span>
+<span class="r-in"><span>  xlabel <span class="op">=</span> <span class="st">"Variable"</span>, ylabel <span class="op">=</span> <span class="st">"Measurement"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">## Improve the presentation of ds.boxplot output using ggplot:</span></span></span>
+<span class="r-in"><span>  <span class="co">### User must save the output, which is in a ggplot format already:</span></span></span>
+<span class="r-in"><span>  <span class="va">a</span> <span class="op">&lt;-</span> <span class="fu">ds.boxPlot</span><span class="op">(</span><span class="st">"D"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"LAB_HDL"</span>, <span class="st">"LAB_TRIG"</span><span class="op">)</span>, group <span class="op">=</span> <span class="st">"GENDER"</span>, </span></span>
+<span class="r-in"><span>  xlabel <span class="op">=</span> <span class="st">"Variable"</span>, ylabel <span class="op">=</span> <span class="st">"Measurement"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>                 </span></span>
+<span class="r-in"><span>  <span class="co">### Then customise output "a" using ggplot tools:</span></span></span>
+<span class="r-in"><span>  <span class="va">a</span> <span class="op">+</span> <span class="fu">ggplot2</span><span class="fu">::</span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/scale_colour_discrete.html" class="external-link">scale_fill_discrete</a></span><span class="op">(</span>name <span class="op">=</span> <span class="st">"Gender"</span>, labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Male"</span>, <span class="st">"Female"</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">### Or use an alternative way, to maintain the aesthetics:</span></span></span>
+<span class="r-in"><span>  <span class="va">a</span> <span class="op">+</span> <span class="fu">ggplot2</span><span class="fu">::</span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/scale_brewer.html" class="external-link">scale_fill_brewer</a></span><span class="op">(</span>name <span class="op">=</span> <span class="st">"Gender"</span>, labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Male"</span>, <span class="st">"Female"</span><span class="op">)</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>                                                                                </span></span>
+<span class="r-in"><span>  <span class="co"># Clear the Datashield R sessions and logout                 </span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }   </span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
     </div>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/ds.boxPlotGG.html b/docs/reference/ds.boxPlotGG.html
index 6fcb7dfe..3e779c1c 100644
--- a/docs/reference/ds.boxPlotGG.html
+++ b/docs/reference/ds.boxPlotGG.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.boxPlotGG_data_Treatment.html b/docs/reference/ds.boxPlotGG_data_Treatment.html
index f6725607..3fcb2e8c 100644
--- a/docs/reference/ds.boxPlotGG_data_Treatment.html
+++ b/docs/reference/ds.boxPlotGG_data_Treatment.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html b/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
index 3ef53fd4..f4cdd49a 100644
--- a/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
+++ b/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.boxPlotGG_numeric.html b/docs/reference/ds.boxPlotGG_numeric.html
index 1c398f12..c9c63d12 100644
--- a/docs/reference/ds.boxPlotGG_numeric.html
+++ b/docs/reference/ds.boxPlotGG_numeric.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.boxPlotGG_table.html b/docs/reference/ds.boxPlotGG_table.html
index 0e413ec3..267ba461 100644
--- a/docs/reference/ds.boxPlotGG_table.html
+++ b/docs/reference/ds.boxPlotGG_table.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.bp_standards.html b/docs/reference/ds.bp_standards.html
index 63287423..27cc3024 100644
--- a/docs/reference/ds.bp_standards.html
+++ b/docs/reference/ds.bp_standards.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.c.html b/docs/reference/ds.c.html
index 8ca8947e..a10858a7 100644
--- a/docs/reference/ds.c.html
+++ b/docs/reference/ds.c.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.cbind.html b/docs/reference/ds.cbind.html
index 056fd695..5b12f78e 100644
--- a/docs/reference/ds.cbind.html
+++ b/docs/reference/ds.cbind.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.changeRefGroup.html b/docs/reference/ds.changeRefGroup.html
index 582977b3..10b57d0b 100644
--- a/docs/reference/ds.changeRefGroup.html
+++ b/docs/reference/ds.changeRefGroup.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.class.html b/docs/reference/ds.class.html
index a8f801c7..67503eac 100644
--- a/docs/reference/ds.class.html
+++ b/docs/reference/ds.class.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.colnames.html b/docs/reference/ds.colnames.html
index 8b3e9edf..d4cbaf16 100644
--- a/docs/reference/ds.colnames.html
+++ b/docs/reference/ds.colnames.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.completeCases.html b/docs/reference/ds.completeCases.html
index a9ff0c0d..5c54c139 100644
--- a/docs/reference/ds.completeCases.html
+++ b/docs/reference/ds.completeCases.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.contourPlot.html b/docs/reference/ds.contourPlot.html
index e0bb625d..0a8a57ff 100644
--- a/docs/reference/ds.contourPlot.html
+++ b/docs/reference/ds.contourPlot.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.cor.html b/docs/reference/ds.cor.html
index 887f0f96..2690c2ca 100644
--- a/docs/reference/ds.cor.html
+++ b/docs/reference/ds.cor.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.corTest.html b/docs/reference/ds.corTest.html
index dc17c584..f508a53d 100644
--- a/docs/reference/ds.corTest.html
+++ b/docs/reference/ds.corTest.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.cov.html b/docs/reference/ds.cov.html
index 5e74651c..645ea779 100644
--- a/docs/reference/ds.cov.html
+++ b/docs/reference/ds.cov.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.dataFrame.html b/docs/reference/ds.dataFrame.html
index b1c95ffc..e197076d 100644
--- a/docs/reference/ds.dataFrame.html
+++ b/docs/reference/ds.dataFrame.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.dataFrameFill.html b/docs/reference/ds.dataFrameFill.html
index 0474ebc0..e99a1b5b 100644
--- a/docs/reference/ds.dataFrameFill.html
+++ b/docs/reference/ds.dataFrameFill.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.dataFrameSort.html b/docs/reference/ds.dataFrameSort.html
index 68de8de4..a1e355fa 100644
--- a/docs/reference/ds.dataFrameSort.html
+++ b/docs/reference/ds.dataFrameSort.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.dataFrameSubset.html b/docs/reference/ds.dataFrameSubset.html
index 364804f4..18b2ed85 100644
--- a/docs/reference/ds.dataFrameSubset.html
+++ b/docs/reference/ds.dataFrameSubset.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.densityGrid.html b/docs/reference/ds.densityGrid.html
index 0c6eb202..8b8ac928 100644
--- a/docs/reference/ds.densityGrid.html
+++ b/docs/reference/ds.densityGrid.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -110,7 +110,59 @@ <h2>Author</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span> <span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span>  <span class="co"># Connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># Log onto the remote Opal training servers</span></span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span> </span></span>
+<span class="r-in"><span>  <span class="co">#Generate the density grid</span></span></span>
+<span class="r-in"><span>  <span class="co"># Example1: generate a combined grid density object (default)</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.densityGrid</span><span class="op">(</span>x<span class="op">=</span><span class="st">"D$LAB_TSC"</span>,</span></span>
+<span class="r-in"><span>                 y<span class="op">=</span><span class="st">"D$LAB_HDL"</span>,</span></span>
+<span class="r-in"><span>                 datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span><span class="co">#all opal servers are used</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example2: generate a grid density object for each study separately</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.densityGrid</span><span class="op">(</span>x<span class="op">=</span><span class="st">"D$LAB_TSC"</span>,</span></span>
+<span class="r-in"><span>                 y<span class="op">=</span><span class="st">"D$LAB_HDL"</span>,</span></span>
+<span class="r-in"><span>                 type<span class="op">=</span><span class="st">"split"</span>,</span></span>
+<span class="r-in"><span>                 datasources <span class="op">=</span> <span class="va">connections</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span><span class="co">#only the first Opal server is used ("study1")</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example3: generate a grid density object where the number of intervals is set to 15, for</span></span></span>
+<span class="r-in"><span>  <span class="co">#           each study separately</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.densityGrid</span><span class="op">(</span>x<span class="op">=</span><span class="st">"D$LAB_TSC"</span>,</span></span>
+<span class="r-in"><span>                 y<span class="op">=</span><span class="st">"D$LAB_HDL"</span>,</span></span>
+<span class="r-in"><span>                 type<span class="op">=</span><span class="st">"split"</span>,</span></span>
+<span class="r-in"><span>                 numints<span class="op">=</span><span class="fl">15</span>,</span></span>
+<span class="r-in"><span>                 datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># clear the Datashield R sessions and logout</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
     </div>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/ds.dim.html b/docs/reference/ds.dim.html
index 6194f824..3b979bac 100644
--- a/docs/reference/ds.dim.html
+++ b/docs/reference/ds.dim.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.dmtC2S.html b/docs/reference/ds.dmtC2S.html
index 82588087..5992efa0 100644
--- a/docs/reference/ds.dmtC2S.html
+++ b/docs/reference/ds.dmtC2S.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.elspline.html b/docs/reference/ds.elspline.html
index fcccde94..ac1b671e 100644
--- a/docs/reference/ds.elspline.html
+++ b/docs/reference/ds.elspline.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.exists.html b/docs/reference/ds.exists.html
index dedbd602..472c4485 100644
--- a/docs/reference/ds.exists.html
+++ b/docs/reference/ds.exists.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.exp.html b/docs/reference/ds.exp.html
index e374038c..0922474a 100644
--- a/docs/reference/ds.exp.html
+++ b/docs/reference/ds.exp.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.extractQuantiles.html b/docs/reference/ds.extractQuantiles.html
index 6feb3123..f0f7af68 100644
--- a/docs/reference/ds.extractQuantiles.html
+++ b/docs/reference/ds.extractQuantiles.html
@@ -26,7 +26,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.forestplot.html b/docs/reference/ds.forestplot.html
index 00815834..1a5a3f5b 100644
--- a/docs/reference/ds.forestplot.html
+++ b/docs/reference/ds.forestplot.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -73,6 +73,10 @@ <h2>Arguments</h2>
 See details from <code><a href="https://rdrr.io/pkg/meta/man/metagen.html" class="external-link">?meta::metagen</a></code> for the different options.</p></dd>
 
 </dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>Results a foresplot object created with `meta::forest`.</p>
+    </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
diff --git a/docs/reference/ds.gamlss.html b/docs/reference/ds.gamlss.html
index 26aafb58..6362d6b3 100644
--- a/docs/reference/ds.gamlss.html
+++ b/docs/reference/ds.gamlss.html
@@ -23,7 +23,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.getWGSR.html b/docs/reference/ds.getWGSR.html
index 22a4217d..f704cf59 100644
--- a/docs/reference/ds.getWGSR.html
+++ b/docs/reference/ds.getWGSR.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.glm.html b/docs/reference/ds.glm.html
index d2266135..9bba0894 100644
--- a/docs/reference/ds.glm.html
+++ b/docs/reference/ds.glm.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.glmPredict.html b/docs/reference/ds.glmPredict.html
index 3293386c..d1139d4a 100644
--- a/docs/reference/ds.glmPredict.html
+++ b/docs/reference/ds.glmPredict.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.glmSLMA.html b/docs/reference/ds.glmSLMA.html
index f69f4455..09833a2d 100644
--- a/docs/reference/ds.glmSLMA.html
+++ b/docs/reference/ds.glmSLMA.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.glmSummary.html b/docs/reference/ds.glmSummary.html
index f8587472..dfffeb2a 100644
--- a/docs/reference/ds.glmSummary.html
+++ b/docs/reference/ds.glmSummary.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.glmerSLMA.html b/docs/reference/ds.glmerSLMA.html
index 86b780cd..7d1eea67 100644
--- a/docs/reference/ds.glmerSLMA.html
+++ b/docs/reference/ds.glmerSLMA.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.heatmapPlot.html b/docs/reference/ds.heatmapPlot.html
index 90d22717..73d3a684 100644
--- a/docs/reference/ds.heatmapPlot.html
+++ b/docs/reference/ds.heatmapPlot.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -189,7 +189,65 @@ <h2>Author</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span>  <span class="co"># Connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># Log onto the remote Opal training servers</span></span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># Compute the heat map plot </span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 1: Plot a combined (default) heat map plot of the variables 'LAB_TSC'</span></span></span>
+<span class="r-in"><span>  <span class="co"># and 'LAB_HDL' using the method 'smallCellsRule' (default)</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.heatmapPlot</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$LAB_TSC'</span>,</span></span>
+<span class="r-in"><span>                 y <span class="op">=</span> <span class="st">'D$LAB_HDL'</span>,</span></span>
+<span class="r-in"><span>                 datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span> <span class="co">#all servers are used</span></span></span>
+<span class="r-in"><span>                 </span></span>
+<span class="r-in"><span>  <span class="co"># Example 2: Plot a split heat map  plot of the variables 'LAB_TSC'</span></span></span>
+<span class="r-in"><span>  <span class="co"># and 'LAB_HDL' using the method 'smallCellsRule' (default)</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.heatmapPlot</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$LAB_TSC'</span>, </span></span>
+<span class="r-in"><span>                 y <span class="op">=</span> <span class="st">'D$LAB_HDL'</span>,</span></span>
+<span class="r-in"><span>                 method <span class="op">=</span> <span class="st">'smallCellsRule'</span>, </span></span>
+<span class="r-in"><span>                 type <span class="op">=</span> <span class="st">'split'</span>,</span></span>
+<span class="r-in"><span>                 datasources <span class="op">=</span> <span class="va">connections</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span> <span class="co">#only the first server is used (study1)</span></span></span>
+<span class="r-in"><span>                 </span></span>
+<span class="r-in"><span>  <span class="co"># Example 3: Plot a combined heat map plot using the method 'deterministic' centroids of each </span></span></span>
+<span class="r-in"><span>  <span class="co"># k = 7 nearest neighbours for numints = 40</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.heatmapPlot</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$LAB_TSC'</span>,</span></span>
+<span class="r-in"><span>                 y <span class="op">=</span> <span class="st">'D$LAB_HDL'</span>, </span></span>
+<span class="r-in"><span>                 numints <span class="op">=</span> <span class="fl">40</span>, </span></span>
+<span class="r-in"><span>                 method <span class="op">=</span> <span class="st">'deterministic'</span>,</span></span>
+<span class="r-in"><span>                 k <span class="op">=</span> <span class="fl">7</span>,</span></span>
+<span class="r-in"><span>                 type <span class="op">=</span> <span class="st">'split'</span>,</span></span>
+<span class="r-in"><span>                 datasources <span class="op">=</span> <span class="va">connections</span><span class="op">[</span><span class="fl">2</span><span class="op">]</span><span class="op">)</span> <span class="co">#only the second server is used (study2)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># clear the Datashield R sessions and logout</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
     </div>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/ds.hetcor.html b/docs/reference/ds.hetcor.html
index ddae1c95..79ad610c 100644
--- a/docs/reference/ds.hetcor.html
+++ b/docs/reference/ds.hetcor.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.histogram.html b/docs/reference/ds.histogram.html
index c601fe88..ee742708 100644
--- a/docs/reference/ds.histogram.html
+++ b/docs/reference/ds.histogram.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -180,7 +180,72 @@ <h2>Author</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span>  <span class="co"># Connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># Log onto the remote Opal training servers</span></span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># Compute the histogram</span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 1: generate a histogram for each study separately </span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.histogram</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$PM_BMI_CONTINUOUS'</span>,</span></span>
+<span class="r-in"><span>              type <span class="op">=</span> <span class="st">"split"</span>,</span></span>
+<span class="r-in"><span>              datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span> <span class="co">#all studies are used</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 2: generate a combined histogram with the default small cells counts</span></span></span>
+<span class="r-in"><span>  <span class="co">#             suppression rule</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.histogram</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$PM_BMI_CONTINUOUS'</span>,</span></span>
+<span class="r-in"><span>               method <span class="op">=</span> <span class="st">'smallCellsRule'</span>,</span></span>
+<span class="r-in"><span>               type <span class="op">=</span> <span class="st">'combine'</span>,</span></span>
+<span class="r-in"><span>               datasources <span class="op">=</span> <span class="va">connections</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span> <span class="co">#only the first study is used (study1)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 3: if a variable is of type factor the function returns an error</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.histogram</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$PM_BMI_CATEGORICAL'</span>,</span></span>
+<span class="r-in"><span>               datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 4: generate a combined histogram with the deterministic method for k=50</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.histogram</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$PM_BMI_CONTINUOUS'</span>,</span></span>
+<span class="r-in"><span>               k <span class="op">=</span> <span class="fl">50</span>, </span></span>
+<span class="r-in"><span>               method <span class="op">=</span> <span class="st">'deterministic'</span>,</span></span>
+<span class="r-in"><span>               type <span class="op">=</span> <span class="st">'combine'</span>,</span></span>
+<span class="r-in"><span>               datasources <span class="op">=</span> <span class="va">connections</span><span class="op">[</span><span class="fl">2</span><span class="op">]</span><span class="op">)</span><span class="co">#only the second study is used (study2)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 5: create a histogram and the probability density on the plot</span></span></span>
+<span class="r-in"><span>  <span class="va">hist</span> <span class="op">&lt;-</span> <span class="fu">ds.histogram</span><span class="op">(</span>x <span class="op">=</span> <span class="st">'D$PM_BMI_CONTINUOUS'</span>,</span></span>
+<span class="r-in"><span>                       method <span class="op">=</span> <span class="st">'probabilistic'</span>, type<span class="op">=</span><span class="st">'combine'</span>,</span></span>
+<span class="r-in"><span>                       num.breaks <span class="op">=</span> <span class="fl">30</span>, </span></span>
+<span class="r-in"><span>                       vertical.axis <span class="op">=</span> <span class="st">'Density'</span>,</span></span>
+<span class="r-in"><span>                       datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/graphics/lines.html" class="external-link">lines</a></span><span class="op">(</span><span class="va">hist</span><span class="op">$</span><span class="va">mids</span>, <span class="va">hist</span><span class="op">$</span><span class="va">density</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># clear the Datashield R sessions and logout</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="op">}</span> <span class="co"># }</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
     </div>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/ds.igb_standards.html b/docs/reference/ds.igb_standards.html
index d59ea674..05c0bdf5 100644
--- a/docs/reference/ds.igb_standards.html
+++ b/docs/reference/ds.igb_standards.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.isNA.html b/docs/reference/ds.isNA.html
index 5ffc9ab2..1c815968 100644
--- a/docs/reference/ds.isNA.html
+++ b/docs/reference/ds.isNA.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.isValid.html b/docs/reference/ds.isValid.html
index fa089373..51be2e36 100644
--- a/docs/reference/ds.isValid.html
+++ b/docs/reference/ds.isValid.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.kurtosis.html b/docs/reference/ds.kurtosis.html
index 0811beba..f77013ae 100644
--- a/docs/reference/ds.kurtosis.html
+++ b/docs/reference/ds.kurtosis.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.length.html b/docs/reference/ds.length.html
index 98475e72..98950b90 100644
--- a/docs/reference/ds.length.html
+++ b/docs/reference/ds.length.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.levels.html b/docs/reference/ds.levels.html
index f626f0ea..addda2b4 100644
--- a/docs/reference/ds.levels.html
+++ b/docs/reference/ds.levels.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.lexis.html b/docs/reference/ds.lexis.html
index 4bf68a51..c01e9475 100644
--- a/docs/reference/ds.lexis.html
+++ b/docs/reference/ds.lexis.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.list.html b/docs/reference/ds.list.html
index f5484fc8..48facb73 100644
--- a/docs/reference/ds.list.html
+++ b/docs/reference/ds.list.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.listClientsideFunctions.html b/docs/reference/ds.listClientsideFunctions.html
index fd144a53..6e285862 100644
--- a/docs/reference/ds.listClientsideFunctions.html
+++ b/docs/reference/ds.listClientsideFunctions.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.listDisclosureSettings.html b/docs/reference/ds.listDisclosureSettings.html
index 5b83dcad..9fc5b9a1 100644
--- a/docs/reference/ds.listDisclosureSettings.html
+++ b/docs/reference/ds.listDisclosureSettings.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.listOpals.html b/docs/reference/ds.listOpals.html
index 664e3630..01f2240e 100644
--- a/docs/reference/ds.listOpals.html
+++ b/docs/reference/ds.listOpals.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.listServersideFunctions.html b/docs/reference/ds.listServersideFunctions.html
index a583b0ce..aad5a343 100644
--- a/docs/reference/ds.listServersideFunctions.html
+++ b/docs/reference/ds.listServersideFunctions.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.lmerSLMA.html b/docs/reference/ds.lmerSLMA.html
index 74f8b6b2..7564f289 100644
--- a/docs/reference/ds.lmerSLMA.html
+++ b/docs/reference/ds.lmerSLMA.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.log.html b/docs/reference/ds.log.html
index 244f01fd..4b9682dc 100644
--- a/docs/reference/ds.log.html
+++ b/docs/reference/ds.log.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.look.html b/docs/reference/ds.look.html
index 0dcac2c3..99845990 100644
--- a/docs/reference/ds.look.html
+++ b/docs/reference/ds.look.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.ls.html b/docs/reference/ds.ls.html
index e94bbd91..f1083a61 100644
--- a/docs/reference/ds.ls.html
+++ b/docs/reference/ds.ls.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.lspline.html b/docs/reference/ds.lspline.html
index 5cab21c8..224100e4 100644
--- a/docs/reference/ds.lspline.html
+++ b/docs/reference/ds.lspline.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.make.html b/docs/reference/ds.make.html
index f09551cc..eb70c397 100644
--- a/docs/reference/ds.make.html
+++ b/docs/reference/ds.make.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.matrix.html b/docs/reference/ds.matrix.html
index 7c827a13..c9174403 100644
--- a/docs/reference/ds.matrix.html
+++ b/docs/reference/ds.matrix.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.matrixDet.html b/docs/reference/ds.matrixDet.html
index 7fb61c69..958f7a63 100644
--- a/docs/reference/ds.matrixDet.html
+++ b/docs/reference/ds.matrixDet.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.matrixDet.report.html b/docs/reference/ds.matrixDet.report.html
index 1d3062f2..28c8f403 100644
--- a/docs/reference/ds.matrixDet.report.html
+++ b/docs/reference/ds.matrixDet.report.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.matrixDiag.html b/docs/reference/ds.matrixDiag.html
index de8a3471..1429313a 100644
--- a/docs/reference/ds.matrixDiag.html
+++ b/docs/reference/ds.matrixDiag.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -145,7 +145,118 @@ <h2>Author</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span> <span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">#Example 1: Create a square matrix with the server-side vector as its diagonal</span></span></span>
+<span class="r-in"><span>  <span class="co">#and all the other values = 0</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># Create a vector in the server-side </span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="fu"><a href="ds.rUnif.html">ds.rUnif</a></span><span class="op">(</span>samp.size <span class="op">=</span> <span class="fl">9</span>,</span></span>
+<span class="r-in"><span>           min <span class="op">=</span> <span class="op">-</span><span class="fl">10.5</span>,</span></span>
+<span class="r-in"><span>           max <span class="op">=</span> <span class="fl">10.5</span>,</span></span>
+<span class="r-in"><span>           newobj <span class="op">=</span> <span class="st">"ss.vector.9"</span>,</span></span>
+<span class="r-in"><span>           seed.as.integer <span class="op">=</span> <span class="fl">5575</span>,</span></span>
+<span class="r-in"><span>           force.output.to.k.decimal.places <span class="op">=</span> <span class="fl">0</span>,</span></span>
+<span class="r-in"><span>           datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>   </span></span>
+<span class="r-in"><span>            </span></span>
+<span class="r-in"><span>  <span class="co">#Calculate the diagonal of the matrix</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="fu">ds.matrixDiag</span><span class="op">(</span>x1 <span class="op">=</span> <span class="st">"ss.vector.9"</span>,</span></span>
+<span class="r-in"><span>                aim <span class="op">=</span> <span class="st">"serverside.vector.2.matrix"</span>,</span></span>
+<span class="r-in"><span>                nrows.scalar <span class="op">=</span> <span class="cn">NULL</span>,</span></span>
+<span class="r-in"><span>                newobj <span class="op">=</span> <span class="st">"matrix.diag1"</span>,</span></span>
+<span class="r-in"><span>                datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>                </span></span>
+<span class="r-in"><span>  <span class="co">#Example 2: Create a square matrix with the server-side scalar as all diagonal values </span></span></span>
+<span class="r-in"><span>  <span class="co">#and all the other values = 0</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co">#Create a scalar in the server-side</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="fu"><a href="ds.rUnif.html">ds.rUnif</a></span><span class="op">(</span>samp.size <span class="op">=</span> <span class="fl">1</span>,</span></span>
+<span class="r-in"><span>           min <span class="op">=</span> <span class="op">-</span><span class="fl">10.5</span>,</span></span>
+<span class="r-in"><span>           max <span class="op">=</span> <span class="fl">10.5</span>,</span></span>
+<span class="r-in"><span>           newobj <span class="op">=</span> <span class="st">"ss.scalar"</span>,</span></span>
+<span class="r-in"><span>           seed.as.integer <span class="op">=</span> <span class="fl">5575</span>,</span></span>
+<span class="r-in"><span>           force.output.to.k.decimal.places <span class="op">=</span> <span class="fl">0</span>,</span></span>
+<span class="r-in"><span>           datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>           </span></span>
+<span class="r-in"><span>  <span class="co">#Calculate the diagonal of the matrix</span></span></span>
+<span class="r-in"><span>           </span></span>
+<span class="r-in"><span> <span class="fu">ds.matrixDiag</span><span class="op">(</span>x1 <span class="op">=</span> <span class="st">"ss.scalar"</span>,</span></span>
+<span class="r-in"><span>               aim <span class="op">=</span> <span class="st">"serverside.scalar.2.matrix"</span>,</span></span>
+<span class="r-in"><span>               nrows.scalar <span class="op">=</span> <span class="fl">4</span>,</span></span>
+<span class="r-in"><span>               newobj <span class="op">=</span> <span class="st">"matrix.diag2"</span>,</span></span>
+<span class="r-in"><span>               datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>               </span></span>
+<span class="r-in"><span> <span class="co">#Example 3: Create a vector that contains the server-side matrix diagonal values</span></span></span>
+<span class="r-in"><span> </span></span>
+<span class="r-in"><span> <span class="co">#Create a matrix in the server-side</span></span></span>
+<span class="r-in"><span> </span></span>
+<span class="r-in"><span> <span class="fu"><a href="ds.matrix.html">ds.matrix</a></span><span class="op">(</span>mdata <span class="op">=</span> <span class="fl">10</span>,</span></span>
+<span class="r-in"><span>           from <span class="op">=</span> <span class="st">"clientside.scalar"</span>,</span></span>
+<span class="r-in"><span>           nrows.scalar <span class="op">=</span> <span class="fl">3</span>,</span></span>
+<span class="r-in"><span>           ncols.scalar <span class="op">=</span> <span class="fl">8</span>,</span></span>
+<span class="r-in"><span>           newobj <span class="op">=</span> <span class="st">"ss.matrix"</span>,</span></span>
+<span class="r-in"><span>           datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>           </span></span>
+<span class="r-in"><span> <span class="co">#Extract the diagonal of the matrix</span></span></span>
+<span class="r-in"><span>     </span></span>
+<span class="r-in"><span> <span class="fu">ds.matrixDiag</span><span class="op">(</span>x1 <span class="op">=</span> <span class="st">"ss.matrix"</span>,</span></span>
+<span class="r-in"><span>               aim <span class="op">=</span> <span class="st">"serverside.matrix.2.vector"</span>,</span></span>
+<span class="r-in"><span>               nrows.scalar <span class="op">=</span> <span class="cn">NULL</span>,</span></span>
+<span class="r-in"><span>               newobj <span class="op">=</span> <span class="st">"vector.diag3"</span>,</span></span>
+<span class="r-in"><span>               datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>                   </span></span>
+<span class="r-in"><span> <span class="co">#Example 4: Create a square matrix with the client-side vector as a diagonal</span></span></span>
+<span class="r-in"><span> <span class="co">#and all the other values = 0</span></span></span>
+<span class="r-in"><span> </span></span>
+<span class="r-in"><span> <span class="fu">ds.matrixDiag</span><span class="op">(</span>x1 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">2</span>,<span class="fl">6</span>,<span class="fl">9</span>,<span class="fl">10</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>               aim <span class="op">=</span> <span class="st">"clientside.vector.2.matrix"</span>,</span></span>
+<span class="r-in"><span>               nrows.scalar <span class="op">=</span> <span class="cn">NULL</span>,</span></span>
+<span class="r-in"><span>               newobj <span class="op">=</span> <span class="st">"matrix.diag4"</span>,</span></span>
+<span class="r-in"><span>               datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>               </span></span>
+<span class="r-in"><span> <span class="co">#Example 5: Create a square matrix with the client-side scalar as all diagonal values </span></span></span>
+<span class="r-in"><span> <span class="co">#and all the other values = 0</span></span></span>
+<span class="r-in"><span> </span></span>
+<span class="r-in"><span> <span class="fu">ds.matrixDiag</span><span class="op">(</span>x1 <span class="op">=</span> <span class="fl">4</span>,</span></span>
+<span class="r-in"><span>               aim <span class="op">=</span> <span class="st">"clientside.scalar.2.matrix"</span>,</span></span>
+<span class="r-in"><span>               nrows.scalar <span class="op">=</span> <span class="fl">5</span>,</span></span>
+<span class="r-in"><span>               newobj <span class="op">=</span> <span class="st">"matrix.diag5"</span>,</span></span>
+<span class="r-in"><span>               datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># clear the Datashield R sessions and logout</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
+</code></pre></div>
     </div>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/ds.matrixDimnames.html b/docs/reference/ds.matrixDimnames.html
index 08828559..5272176a 100644
--- a/docs/reference/ds.matrixDimnames.html
+++ b/docs/reference/ds.matrixDimnames.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.matrixInvert.html b/docs/reference/ds.matrixInvert.html
index 17725d88..4d94199a 100644
--- a/docs/reference/ds.matrixInvert.html
+++ b/docs/reference/ds.matrixInvert.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.matrixMult.html b/docs/reference/ds.matrixMult.html
index a3d407fe..0f7b11da 100644
--- a/docs/reference/ds.matrixMult.html
+++ b/docs/reference/ds.matrixMult.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.matrixTranspose.html b/docs/reference/ds.matrixTranspose.html
index 80cbda3f..ff0f88cd 100644
--- a/docs/reference/ds.matrixTranspose.html
+++ b/docs/reference/ds.matrixTranspose.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.mdPattern.html b/docs/reference/ds.mdPattern.html
index 3276f408..77d923ad 100644
--- a/docs/reference/ds.mdPattern.html
+++ b/docs/reference/ds.mdPattern.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.mean.html b/docs/reference/ds.mean.html
index 3bdb5ff0..0bc64806 100644
--- a/docs/reference/ds.mean.html
+++ b/docs/reference/ds.mean.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.meanByClass.html b/docs/reference/ds.meanByClass.html
index e005a1b7..d7a1e210 100644
--- a/docs/reference/ds.meanByClass.html
+++ b/docs/reference/ds.meanByClass.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.meanSdGp.html b/docs/reference/ds.meanSdGp.html
index 5ea28f3d..e472a390 100644
--- a/docs/reference/ds.meanSdGp.html
+++ b/docs/reference/ds.meanSdGp.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.merge.html b/docs/reference/ds.merge.html
index d0ca186d..cefb07ad 100644
--- a/docs/reference/ds.merge.html
+++ b/docs/reference/ds.merge.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.message.html b/docs/reference/ds.message.html
index 9696de74..edbb9df4 100644
--- a/docs/reference/ds.message.html
+++ b/docs/reference/ds.message.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.metadata.html b/docs/reference/ds.metadata.html
index f1b34d6f..9a864665 100644
--- a/docs/reference/ds.metadata.html
+++ b/docs/reference/ds.metadata.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.mice.html b/docs/reference/ds.mice.html
index 11fdf6bc..b92f4c72 100644
--- a/docs/reference/ds.mice.html
+++ b/docs/reference/ds.mice.html
@@ -25,7 +25,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.names.html b/docs/reference/ds.names.html
index f228e974..8f246c3b 100644
--- a/docs/reference/ds.names.html
+++ b/docs/reference/ds.names.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.ns.html b/docs/reference/ds.ns.html
index bc8dbd23..f09603f1 100644
--- a/docs/reference/ds.ns.html
+++ b/docs/reference/ds.ns.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.numNA.html b/docs/reference/ds.numNA.html
index bd2b93ca..28cc8b35 100644
--- a/docs/reference/ds.numNA.html
+++ b/docs/reference/ds.numNA.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.qlspline.html b/docs/reference/ds.qlspline.html
index 13976b63..29e9f725 100644
--- a/docs/reference/ds.qlspline.html
+++ b/docs/reference/ds.qlspline.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.quantileMean.html b/docs/reference/ds.quantileMean.html
index 3fa6e30e..7fc50ee5 100644
--- a/docs/reference/ds.quantileMean.html
+++ b/docs/reference/ds.quantileMean.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.rBinom.html b/docs/reference/ds.rBinom.html
index c7511c1b..e512c35d 100644
--- a/docs/reference/ds.rBinom.html
+++ b/docs/reference/ds.rBinom.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.rNorm.html b/docs/reference/ds.rNorm.html
index e6903438..837a091e 100644
--- a/docs/reference/ds.rNorm.html
+++ b/docs/reference/ds.rNorm.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.rPois.html b/docs/reference/ds.rPois.html
index 14dac9fa..dec9552e 100644
--- a/docs/reference/ds.rPois.html
+++ b/docs/reference/ds.rPois.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.rUnif.html b/docs/reference/ds.rUnif.html
index ad6f79f4..1f5e91c3 100644
--- a/docs/reference/ds.rUnif.html
+++ b/docs/reference/ds.rUnif.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.ranksSecure.html b/docs/reference/ds.ranksSecure.html
index 23fcb1ad..02253270 100644
--- a/docs/reference/ds.ranksSecure.html
+++ b/docs/reference/ds.ranksSecure.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.rbind.html b/docs/reference/ds.rbind.html
index ff061994..755e0e8a 100644
--- a/docs/reference/ds.rbind.html
+++ b/docs/reference/ds.rbind.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.reShape.html b/docs/reference/ds.reShape.html
index 0fdfef11..75859ac1 100644
--- a/docs/reference/ds.reShape.html
+++ b/docs/reference/ds.reShape.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.recodeLevels.html b/docs/reference/ds.recodeLevels.html
index 3ab8184d..ca6c9f6b 100644
--- a/docs/reference/ds.recodeLevels.html
+++ b/docs/reference/ds.recodeLevels.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.recodeValues.html b/docs/reference/ds.recodeValues.html
index d8e22c49..c6013d53 100644
--- a/docs/reference/ds.recodeValues.html
+++ b/docs/reference/ds.recodeValues.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -122,7 +122,53 @@ <h2>Author</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="co"># Example 1: recode the levels of D$GENDER</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.recodeValues</span><span class="op">(</span>var.name <span class="op">=</span> <span class="st">"D$GENDER"</span>, </span></span>
+<span class="r-in"><span>                  values2replace.vector <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>,<span class="fl">1</span><span class="op">)</span>, </span></span>
+<span class="r-in"><span>                  new.values.vector <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">10</span>,<span class="fl">20</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>                  newobj <span class="op">=</span> <span class="st">'gender_recoded'</span>,</span></span>
+<span class="r-in"><span>                  datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>                  </span></span>
+<span class="r-in"><span>  <span class="co"># Example 2: recode NAs in D$PM_BMI_CATEGORICAL          </span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.recodeValues</span><span class="op">(</span>var.name <span class="op">=</span> <span class="st">"D$PM_BMI_CATEGORICAL"</span>, </span></span>
+<span class="r-in"><span>                  values2replace.vector <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>, </span></span>
+<span class="r-in"><span>                  new.values.vector <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>                  missing <span class="op">=</span> <span class="fl">99</span>, </span></span>
+<span class="r-in"><span>                  newobj <span class="op">=</span> <span class="st">'bmi_recoded'</span>,</span></span>
+<span class="r-in"><span>                  datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>                 </span></span>
+<span class="r-in"><span>  <span class="co"># Clear the Datashield R sessions and logout                 </span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }   </span></span></span>
+</code></pre></div>
     </div>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/ds.rep.html b/docs/reference/ds.rep.html
index 93314e20..91407cb6 100644
--- a/docs/reference/ds.rep.html
+++ b/docs/reference/ds.rep.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.replaceNA.html b/docs/reference/ds.replaceNA.html
index daf71fd1..5ddb38a8 100644
--- a/docs/reference/ds.replaceNA.html
+++ b/docs/reference/ds.replaceNA.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.rm.html b/docs/reference/ds.rm.html
index 89577e4f..aa4d2c3a 100644
--- a/docs/reference/ds.rm.html
+++ b/docs/reference/ds.rm.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.rowColCalc.html b/docs/reference/ds.rowColCalc.html
index 066ba937..558173f9 100644
--- a/docs/reference/ds.rowColCalc.html
+++ b/docs/reference/ds.rowColCalc.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.sample.html b/docs/reference/ds.sample.html
index c71ab1c0..c685e920 100644
--- a/docs/reference/ds.sample.html
+++ b/docs/reference/ds.sample.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.scatterPlot.html b/docs/reference/ds.scatterPlot.html
index 3157bbd6..4235320c 100644
--- a/docs/reference/ds.scatterPlot.html
+++ b/docs/reference/ds.scatterPlot.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.seq.html b/docs/reference/ds.seq.html
index 43f5826b..a76bf477 100644
--- a/docs/reference/ds.seq.html
+++ b/docs/reference/ds.seq.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.setDefaultOpals.html b/docs/reference/ds.setDefaultOpals.html
index 6bc3c338..2dc30336 100644
--- a/docs/reference/ds.setDefaultOpals.html
+++ b/docs/reference/ds.setDefaultOpals.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.setSeed.html b/docs/reference/ds.setSeed.html
index 8fbc6f9b..fcf8633d 100644
--- a/docs/reference/ds.setSeed.html
+++ b/docs/reference/ds.setSeed.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.skewness.html b/docs/reference/ds.skewness.html
index e47d41df..38222c0b 100644
--- a/docs/reference/ds.skewness.html
+++ b/docs/reference/ds.skewness.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.sqrt.html b/docs/reference/ds.sqrt.html
index 68ba8666..693e97b5 100644
--- a/docs/reference/ds.sqrt.html
+++ b/docs/reference/ds.sqrt.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.subset.html b/docs/reference/ds.subset.html
index b6fe78dc..0d8e25e2 100644
--- a/docs/reference/ds.subset.html
+++ b/docs/reference/ds.subset.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.subsetByClass.html b/docs/reference/ds.subsetByClass.html
index f7327c76..25425047 100644
--- a/docs/reference/ds.subsetByClass.html
+++ b/docs/reference/ds.subsetByClass.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.summary.html b/docs/reference/ds.summary.html
index 6e2e5212..67c1d653 100644
--- a/docs/reference/ds.summary.html
+++ b/docs/reference/ds.summary.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.table.html b/docs/reference/ds.table.html
index a0a5b33f..cb528a4d 100644
--- a/docs/reference/ds.table.html
+++ b/docs/reference/ds.table.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.table1D.html b/docs/reference/ds.table1D.html
index 649440ce..3e121b9d 100644
--- a/docs/reference/ds.table1D.html
+++ b/docs/reference/ds.table1D.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.table2D.html b/docs/reference/ds.table2D.html
index 9d95ea76..01da380a 100644
--- a/docs/reference/ds.table2D.html
+++ b/docs/reference/ds.table2D.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -129,7 +129,60 @@ <h2>Author</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># load the file that contains the login details</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">logindata</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># login and assign all the variables to R</span></span></span>
+<span class="r-in"><span>  <span class="va">conns</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins<span class="op">=</span><span class="va">logindata</span>,assign<span class="op">=</span><span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 1: generate a two dimensional table, outputting combined contingency</span></span></span>
+<span class="r-in"><span>  <span class="co"># tables - default behaviour</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span> <span class="op">&lt;-</span> <span class="fu">ds.table2D</span><span class="op">(</span>x<span class="op">=</span><span class="st">'D$DIS_DIAB'</span>, y<span class="op">=</span><span class="st">'D$GENDER'</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="co"># display the 5 results items, one at a time to avoid having too much information</span></span></span>
+<span class="r-in"><span>  <span class="co"># displayed at the same time</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">counts</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">rowPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">colPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">chi2Test</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">validity</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 2: generate a two dimensional table, outputting study specific contingency tables</span></span></span>
+<span class="r-in"><span>  <span class="fu">ds.table2D</span><span class="op">(</span>x<span class="op">=</span><span class="st">'D$DIS_DIAB'</span>, y<span class="op">=</span><span class="st">'D$GENDER'</span>, type<span class="op">=</span><span class="st">'split'</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="co"># display the 5 results items, one at a time to avoid having too much information displayed</span></span></span>
+<span class="r-in"><span>  <span class="co"># at the same time</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">counts</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">rowPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">colPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">chi2Test</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">validity</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 3: generate a two dimensional table, outputting combined contingency tables</span></span></span>
+<span class="r-in"><span>  <span class="co"># *** this example shows what happens when one or studies return an invalid table ***</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span> <span class="op">&lt;-</span> <span class="fu">ds.table2D</span><span class="op">(</span>x<span class="op">=</span><span class="st">'D$DIS_CVA'</span>, y<span class="op">=</span><span class="st">'D$GENDER'</span>, type<span class="op">=</span><span class="st">'combine'</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">counts</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">rowPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">colPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">chi2Test</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">validity</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example 4: same example as above but output is given for each study,</span></span></span>
+<span class="r-in"><span>  <span class="co"># separately (i.e. type='split')</span></span></span>
+<span class="r-in"><span>  <span class="co"># *** this example shows what happens when one or studies return an invalid table ***</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span> <span class="op">&lt;-</span> <span class="fu">ds.table2D</span><span class="op">(</span>x<span class="op">=</span><span class="st">'D$DIS_CVA'</span>, y<span class="op">=</span><span class="st">'D$GENDER'</span>, type<span class="op">=</span><span class="st">'split'</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">counts</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">rowPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">colPercent</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">chi2Test</span></span></span>
+<span class="r-in"><span>  <span class="va">output</span><span class="op">$</span><span class="va">validity</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># clear the Datashield R sessions and logout</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">conns</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
     </div>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/ds.tapply.assign.html b/docs/reference/ds.tapply.assign.html
index d83d1884..0c0eb0df 100644
--- a/docs/reference/ds.tapply.assign.html
+++ b/docs/reference/ds.tapply.assign.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.tapply.html b/docs/reference/ds.tapply.html
index a6316cd9..d87ec8f7 100644
--- a/docs/reference/ds.tapply.html
+++ b/docs/reference/ds.tapply.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.testObjExists.html b/docs/reference/ds.testObjExists.html
index 01ef0d5e..03f05536 100644
--- a/docs/reference/ds.testObjExists.html
+++ b/docs/reference/ds.testObjExists.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.unList.html b/docs/reference/ds.unList.html
index 4b82e8d1..67ff6e08 100644
--- a/docs/reference/ds.unList.html
+++ b/docs/reference/ds.unList.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.unique.html b/docs/reference/ds.unique.html
index 75ef9a19..6fd1077c 100644
--- a/docs/reference/ds.unique.html
+++ b/docs/reference/ds.unique.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.var.html b/docs/reference/ds.var.html
index 27909929..6bd495c9 100644
--- a/docs/reference/ds.var.html
+++ b/docs/reference/ds.var.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/ds.vectorCalc.html b/docs/reference/ds.vectorCalc.html
index 751e36d5..dd8deeb0 100644
--- a/docs/reference/ds.vectorCalc.html
+++ b/docs/reference/ds.vectorCalc.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/extract.html b/docs/reference/extract.html
index 7a0c6c0e..23b12fac 100644
--- a/docs/reference/extract.html
+++ b/docs/reference/extract.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/getPooledMean.html b/docs/reference/getPooledMean.html
index cdcccea0..3047a8e0 100644
--- a/docs/reference/getPooledMean.html
+++ b/docs/reference/getPooledMean.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/getPooledVar.html b/docs/reference/getPooledVar.html
index 7f31abe2..109330ed 100644
--- a/docs/reference/getPooledVar.html
+++ b/docs/reference/getPooledVar.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/glmChecks.html b/docs/reference/glmChecks.html
index 4fd35271..8405d69c 100644
--- a/docs/reference/glmChecks.html
+++ b/docs/reference/glmChecks.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/index.html b/docs/reference/index.html
index e0bd33e3..02009eb5 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
@@ -42,10 +42,6 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p class="section-desc"></p>
         </th>
       </tr></tbody><tbody><tr><td>
-          <p><code><a href="computeWeightedMeans.html">computeWeightedMeans()</a></code> </p>
-        </td>
-        <td><p>Compute Weighted Mean by Group</p></td>
-      </tr><tr><td>
           <p><code><a href="ds.Boole.html">ds.Boole()</a></code> </p>
         </td>
         <td><p>Converts a server-side R object into Boolean indicators</p></td>
diff --git a/docs/reference/isAssigned.html b/docs/reference/isAssigned.html
index 554032c6..98ec0d4f 100644
--- a/docs/reference/isAssigned.html
+++ b/docs/reference/isAssigned.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/isDefined.html b/docs/reference/isDefined.html
index 87c16b64..9621e062 100644
--- a/docs/reference/isDefined.html
+++ b/docs/reference/isDefined.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/logical2int.html b/docs/reference/logical2int.html
index dc5e29d1..4be60989 100644
--- a/docs/reference/logical2int.html
+++ b/docs/reference/logical2int.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/meanByClassHelper0a.html b/docs/reference/meanByClassHelper0a.html
index ae4c1bfa..377d13fc 100644
--- a/docs/reference/meanByClassHelper0a.html
+++ b/docs/reference/meanByClassHelper0a.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/meanByClassHelper0b.html b/docs/reference/meanByClassHelper0b.html
index 99ffdb8d..024a5b4b 100644
--- a/docs/reference/meanByClassHelper0b.html
+++ b/docs/reference/meanByClassHelper0b.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/meanByClassHelper1.html b/docs/reference/meanByClassHelper1.html
index 5ce0be12..ed31d1ba 100644
--- a/docs/reference/meanByClassHelper1.html
+++ b/docs/reference/meanByClassHelper1.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/meanByClassHelper2.html b/docs/reference/meanByClassHelper2.html
index 4cb7975a..f5801dd0 100644
--- a/docs/reference/meanByClassHelper2.html
+++ b/docs/reference/meanByClassHelper2.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/meanByClassHelper3.html b/docs/reference/meanByClassHelper3.html
index 1783f341..8a4e29cd 100644
--- a/docs/reference/meanByClassHelper3.html
+++ b/docs/reference/meanByClassHelper3.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/meanByClassHelper4.html b/docs/reference/meanByClassHelper4.html
index 4d955f4d..428c2064 100644
--- a/docs/reference/meanByClassHelper4.html
+++ b/docs/reference/meanByClassHelper4.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/rowPercent.html b/docs/reference/rowPercent.html
index d945d6c1..b89cc746 100644
--- a/docs/reference/rowPercent.html
+++ b/docs/reference/rowPercent.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/docs/reference/subsetHelper.html b/docs/reference/subsetHelper.html
index bc97b31b..e2080ac6 100644
--- a/docs/reference/subsetHelper.html
+++ b/docs/reference/subsetHelper.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5</span>
       </span>
     </div>
 
diff --git a/man/ds.boxPlot.Rd b/man/ds.boxPlot.Rd
index 93a60a6c..99319925 100644
--- a/man/ds.boxPlot.Rd
+++ b/man/ds.boxPlot.Rd
@@ -73,37 +73,37 @@ of grouping using categorical variables on the dataset (only for data frames)
    symbol = "D") 
   
   ## Create a boxplot of one variable
-  ds.boxPlot("D", "LAB_HDL", datasources = connections) 
+  ds.boxPlot("D", "LAB_HDL", datasources = connections)
  
   ## Create a boxplot that is split by study:
-  ds.boxPlot("D", "LAB_HDL", type= "split", datasources = connections) 
+  ds.boxPlot("D", "LAB_HDL", type= "split", datasources = connections)
   
   ## Create a boxplot of two variables variable
-  ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG", type="pooled", 
-  datasources = connections)  
+  ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), type="pooled",
+  datasources = connections)
   # only one plot is created (of the aggregated results of all servers)
   
   ## Create a boxplot of two variables, which are split by a factor
-  ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER", 
+  ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER",
   datasources = connections)
   
   ## Create a boxplot with x- and y-axis labels
-  ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER", 
+  ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER",
   xlabel = "Variable", ylabel = "Measurement", datasources = connections)
   
   ## Improve the presentation of ds.boxplot output using ggplot:
   ### User must save the output, which is in a ggplot format already:
-  a <- ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER", 
+  a <- ds.boxPlot("D", c("LAB_HDL", "LAB_TRIG"), group = "GENDER",
   xlabel = "Variable", ylabel = "Measurement", datasources = connections)
                  
   ### Then customise output "a" using ggplot tools:
   a + ggplot2::scale_fill_discrete(name = "Gender", labels = c("Male", "Female"))
   
   ### Or use an alternative way, to maintain the aesthetics:
-  a + ggplot2::scale_fill_brewer(name = "Gender", labels = c("Male", "Female")) 
+  a + ggplot2::scale_fill_brewer(name = "Gender", labels = c("Male", "Female"))
                                                                                 
   # Clear the Datashield R sessions and logout                 
-  datashield.logout(connections) 
+  datashield.logout(connections)
   
 }