datashield · StuartWheater · Jan 12, 2026 · Jan 5, 2026 · Jan 6, 2026 · Jan 6, 2026
diff --git a/DESCRIPTION b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: dsBaseClient
 Title: 'DataSHIELD' Client Side Base Functions
-Version: 6.3.5
+Version: 6.3.6.9000
 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/armadillo_azure-pipelines.yml b/armadillo_azure-pipelines.yml
@@ -34,6 +34,7 @@ variables:
   branchName:  $(Build.SourceBranchName)
   test_filter: '*'
   _r_check_system_clock_: 0
+  PERF_PROFILE: 'azure-pipeline'
 
 
 #########################################################################################
@@ -274,6 +275,7 @@ jobs:
       #
       # "_-|arg-|smk-|datachk-|disc-|math-|expt-|expt_smk-"
       # testthat::test_package("$(projectName)", filter = "_-|datachk-|smk-|arg-|disc-|perf-|smk_expt-|expt-|math-", reporter = multi_rep, stop_on_failure = FALSE)
+
       sudo R -q -e '
         library(covr);
         dsbase.res <- covr::package_coverage(

diff --git a/azure-pipelines.yml b/azure-pipelines.yml
@@ -32,6 +32,7 @@ variables:
   branchName:  $(Build.SourceBranchName)
   test_filter: '*'
   _r_check_system_clock_: 0
+  PERF_PROFILE: 'azure-pipeline'
 
 
 #########################################################################################
@@ -214,7 +215,7 @@ 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)"
 
@@ -253,6 +254,7 @@ jobs:
       #
       # "_-|arg-|smk-|datachk-|disc-|math-|expt-|expt_smk-"
       # testthat::test_package("$(projectName)", filter = "_-|datachk-|smk-|arg-|disc-|perf-|smk_expt-|expt-|math-", reporter = multi_rep, stop_on_failure = FALSE)
+
       sudo R -q -e '
         library(covr);
         dsbase.res <- covr::package_coverage(
@@ -342,7 +344,7 @@ jobs:
     # 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, 'dsDanger', username = 'datashield', ref = '6.3.4'); opal.logout(opal)"
 

diff --git a/docker-compose_armadillo.yml b/docker-compose_armadillo.yml
@@ -3,7 +3,7 @@ services:
         hostname: armadillo
         ports:
             - 8080:8080
-        image: datashield/armadillo_citest:5.11.0
+        image: datashield/armadillo_citest:5.12.2
         environment:
             LOGGING_CONFIG: 'classpath:logback-file.xml'
             AUDIT_LOG_PATH: '/app/logs/audit.log'
@@ -16,7 +16,6 @@ services:
 
     default:
         hostname: default
-        image: datashield/rock-quebrada-lamda:latest
-#        image: datashield/rserver-panda-lamda:devel
+        image: datashield/rock-quebrada-lamda-permissive:latest
         environment:
             DEBUG: "FALSE"
diff --git a/opal_azure-pipelines.yml b/opal_azure-pipelines.yml
@@ -34,6 +34,7 @@ variables:
   branchName:  $(Build.SourceBranchName)
   test_filter: '*'
   _r_check_system_clock_: 0
+  PERF_PROFILE: 'azure-pipeline'
 
 
 #########################################################################################
@@ -272,6 +273,7 @@ jobs:
       #
       # "_-|arg-|smk-|datachk-|disc-|math-|expt-|expt_smk-"
       # testthat::test_package("$(projectName)", filter = "_-|datachk-|smk-|arg-|disc-|perf-|smk_expt-|expt-|math-", reporter = multi_rep, stop_on_failure = FALSE)
+
       sudo R -q -e '
         library(covr);
         dsbase.res <- covr::package_coverage(
@@ -361,7 +363,7 @@ jobs:
     # 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, 'dsDanger', username = 'datashield', ref = '6.3.4'); opal.logout(opal)"
 

diff --git a/...t/perf_files/armadillo_azure-pipeline.csv → ...armadillo_azure-pipeline_perf-profile.csv b/...t/perf_files/armadillo_azure-pipeline.csv → ...armadillo_azure-pipeline_perf-profile.csv
diff --git a/...t/perf_files/armadillo_hp-laptop_quay.csv → ...armadillo_hp-laptop-quay_perf-profile.csv b/...t/perf_files/armadillo_hp-laptop_quay.csv → ...armadillo_hp-laptop-quay_perf-profile.csv
diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
diff --git a/...that/perf_files/dslite_hp-laptop_quay.csv → ...es/dslite_hp-laptop-quay_perf-profile.csv b/...that/perf_files/dslite_hp-laptop_quay.csv → ...es/dslite_hp-laptop-quay_perf-profile.csv
diff --git a/...stthat/perf_files/opal_azure-pipeline.csv → ...iles/opal_azure-pipeline_perf-profile.csv b/...stthat/perf_files/opal_azure-pipeline.csv → ...iles/opal_azure-pipeline_perf-profile.csv
diff --git a/tests/testthat/perf_files/opal_default_perf-profile.csv b/tests/testthat/perf_files/opal_default_perf-profile.csv
@@ -0,0 +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"
diff --git a/...stthat/perf_files/opal_hp-laptop_quay.csv → ...iles/opal_hp-laptop-quay_perf-profile.csv b/...stthat/perf_files/opal_hp-laptop_quay.csv → ...iles/opal_hp-laptop-quay_perf-profile.csv
diff --git a/...that/perf_files/template_perf_profile.csv → ...that/perf_files/template_perf-profile.csv b/...that/perf_files/template_perf_profile.csv → ...that/perf_files/template_perf-profile.csv
diff --git a/tests/testthat/perf_files/unknown_default_perf-profile.csv b/tests/testthat/perf_files/unknown_default_perf-profile.csv
@@ -0,0 +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"
diff --git a/tests/testthat/perf_tests/perf_rate.R b/tests/testthat/perf_tests/perf_rate.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2026 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,13 +8,36 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-.perf.reference.filename      <- 'perf_files/default_perf_profile.csv'
-.perf.reference.save.filename <- NULL
+.perf.reference.filename.base.prefix  <- 'perf_files/'
+.perf.reference.filename.base.postfix <- '_perf-profile.csv'
+.perf.reference.save.filename         <- NULL
 
 .perf.reference <- NULL
 
 .load.pref <- function() {
-    .perf.reference <<- read.csv(.perf.reference.filename, header = TRUE, sep = ",")
+    if (ds.test_env$driver == "OpalDriver")
+        perf.reference.filename.driver.infix <- "opal"
+    else if (ds.test_env$driver == "ArmadilloDriver")
+        perf.reference.filename.driver.infix <- "armadillo"
+    else if (ds.test_env$driver == "DSLiteDriver")
+        perf.reference.filename.driver.infix <- "dslite"
+    else
+    {
+        perf.reference.filename.infix <- "unknown"
+        warning("Unknown performance profile driver, using 'unknown'")
+    }
+
+    perf.profile <- base::Sys.getenv("PERF_PROFILE")
+    if (nchar(perf.profile) > 0)
+        perf.reference.filename.platform.infix <- base::tolower(perf.profile)
+    else
+    {
+        perf.reference.filename.platform.infix <- "default"
+        warning("Unknown performance profile platform, using 'default'")
+    }
+
+    perf.reference.filename <-  paste(.perf.reference.filename.base.prefix, perf.reference.filename.driver.infix, '_', perf.reference.filename.platform.infix, .perf.reference.filename.base.postfix, sep = "")
+    .perf.reference         <<- read.csv(perf.reference.filename, header = TRUE, sep = ",")
 }
 
 perf.reference.save <- function(perf.ref.name, rate, tolerance.lower, tolerance.upper) {