From c66575e16cecb49c8511abaf3d0cd4b311e222e7 Mon Sep 17 00:00:00 2001
From: Jun Aishima <jaishima@bnl.gov>
Date: Thu, 12 Feb 2026 14:09:16 -0500
Subject: [PATCH 1/6] replace data validation with bluesky-tiled-plugin
 validation

 * replace the task that just reads the entire datasets with
   what is in btp, which also includes checks on the data
---
 data_validation.py | 22 ++++++----------------
 1 file changed, 6 insertions(+), 16 deletions(-)

diff --git a/data_validation.py b/data_validation.py
index 5f3c5d4..18ad8c7 100644
--- a/data_validation.py
+++ b/data_validation.py
@@ -1,28 +1,18 @@
 from prefect import task, flow, get_run_logger
 from prefect.blocks.system import Secret
+from bluesky_tiled_plugins.writing.validator import validate
 import time as ttime
 from tiled.client import from_profile
 
 
-@task(retries=2, retry_delay_seconds=10)
-def read_all_streams(uid, beamline_acronym):
+@flow(retries=2, retry_delay_seconds=10)
+def data_validation(uid, beamline_acronym="smi"):
     logger = get_run_logger()
     api_key = Secret.load("tiled-smi-api-key", _sync=True).get()
     tiled_client = from_profile("nsls2", api_key=api_key)
-    run = tiled_client[beamline_acronym]["raw"][uid]
+    run_client = tiled_client[beamline_acronym]["raw"][uid]
     logger.info(f"Validating uid {uid}")
     start_time = ttime.monotonic()
-    for stream in run:
-        logger.info(f"{stream}:")
-        stream_start_time = ttime.monotonic()
-        stream_data = run[stream].read()
-        stream_elapsed_time = ttime.monotonic() - stream_start_time
-        logger.info(f"{stream} elapsed_time = {stream_elapsed_time}")
-        logger.info(f"{stream} nbytes = {stream_data.nbytes:_}")
+    validate(run_client, fix_errors=True, try_reading=True, raise_on_error=True)
     elapsed_time = ttime.monotonic() - start_time
-    logger.info(f"{elapsed_time = }")
-
-
-@flow
-def data_validation(uid):
-    read_all_streams(uid, beamline_acronym="smi")
+    logger.info(f"Finished validating data; {elapsed_time = }")

From c84a0308c9b6b81f8fd08d4e856744f54a1d5610 Mon Sep 17 00:00:00 2001
From: Jun Aishima <jaishima@bnl.gov>
Date: Thu, 12 Feb 2026 16:54:33 -0500
Subject: [PATCH 2/6] new validation requires using the migration catalog

---
 data_validation.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data_validation.py b/data_validation.py
index 18ad8c7..c730843 100644
--- a/data_validation.py
+++ b/data_validation.py
@@ -10,7 +10,7 @@ def data_validation(uid, beamline_acronym="smi"):
     logger = get_run_logger()
     api_key = Secret.load("tiled-smi-api-key", _sync=True).get()
     tiled_client = from_profile("nsls2", api_key=api_key)
-    run_client = tiled_client[beamline_acronym]["raw"][uid]
+    run_client = tiled_client[beamline_acronym]["migration"][uid]
     logger.info(f"Validating uid {uid}")
     start_time = ttime.monotonic()
     validate(run_client, fix_errors=True, try_reading=True, raise_on_error=True)

From 1f5c8b38b3d31a85eaafcaab4a116ee9bd153bb4 Mon Sep 17 00:00:00 2001
From: Jun Aishima <jaishima@bnl.gov>
Date: Thu, 12 Feb 2026 16:56:15 -0500
Subject: [PATCH 3/6] update dependencies

 * use tiled instead of tiled-client - validation requires more
   dependencies
---
 pixi.lock | 869 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
 pixi.toml |   2 +-
 2 files changed, 870 insertions(+), 1 deletion(-)

diff --git a/pixi.lock b/pixi.lock
index fa1378a..b8bdf5b 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -8,14 +8,22 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/_x86_64-microarch-level-1-3_x86_64.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/adbc-driver-manager-1.10.0-py313h7033f15_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/adbc-driver-postgresql-1.10.0-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/adbc-driver-sqlite-1.10.0-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/aiofiles-25.1.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/aiosqlite-0.22.1-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/alembic-1.18.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/annotated-doc-0.0.4-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.7.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.12.1-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/aom-3.9.1-hac33072_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/appdirs-1.4.4-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/apprise-1.9.6-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-25.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/argon2-cffi-bindings-25.1.0-py313h07c4f96_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/asgi-correlation-id-4.3.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asgi-lifespan-2.1.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/async-exit-stack-1.0.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/async-timeout-5.0.1-pyhcf101f3_2.conda
@@ -48,17 +56,23 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bcrypt-5.0.0-py313h843e2db_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/beartype-0.22.9-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/blinker-1.9.0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/blosc-1.21.6-he440d0b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/bluesky-tiled-plugins-2.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.8.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py313hf159716_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brunsli-0.1-hd1e3526_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.6-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.22.0-hc31b594_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cached-property-1.5.2-hd8ed1ab_1.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cached_property-1.5.2-pyha770c72_1.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/cachetools-6.2.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cairo-1.18.4-he90730b_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/canonicaljson-2.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.0.0-py313hf46b229_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/charls-2.4.2-h59595ed_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.2-pyhcf101f3_1.conda
@@ -67,19 +81,24 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/coolname-2.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/croniter-4.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cryptography-46.0.3-py313heb322e3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cyrus-sasl-2.1.28-hd9c7081_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cytoolz-1.1.0-py313h07c4f96_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/dask-2025.12.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/dask-core-2025.12.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/dateparser-1.2.2-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.2.1-hd590300_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/dbus-1.16.2-h24cb091_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/distributed-2025.12.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/dnspython-2.8.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/docker-py-7.1.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/donfig-0.8.1.post1-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ecdsa-0.19.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/email-validator-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/email_validator-2.3.0-hd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/entrypoints-0.4-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/epoxy-1.5.10-hb03c661_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/et_xmlfile-2.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/event-model-1.23.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fakeredis-2.33.0-pyhcf101f3_0.conda
@@ -98,8 +117,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.44.4-h2b0a6b4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gflags-2.2.2-h5888daf_1005.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.2-hd590300_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/glib-tools-2.86.3-hf516916_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/glog-0.7.1-hbabe93e_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py313h86d8783_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/google-crc32c-1.8.0-py313h74173ec_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.14-hecca717_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/graphviz-14.1.0-h8b86629_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/greenlet-3.3.0-py313h7033f15_0.conda
@@ -108,7 +131,11 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gts-0.7.6-h977cf35_4.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/h11-0.16.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/h5netcdf-1.8.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/h5py-3.15.1-nompi_py313h253c126_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/harfbuzz-12.3.0-h6083320_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/hdf5-1.14.6-nompi_h19486de_106.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/hdf5plugin-6.0.0-py313h0b6321b_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/hicolor-icon-theme-0.17-ha770c72_2.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/httpcore-1.0.9-pyh29332c3_0.conda
@@ -118,28 +145,35 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/imagecodecs-2026.1.14-py313h3815048_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.7.0-pyhe01879c_1.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-humanize-extension-0.4.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jmespath-1.1.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/json-merge-patch-0.2-pyhd8ed1ab_2.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2025.9.1-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/jxrlib-1.1-hd590300_3.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20250512.1-cxx17_hba17884_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libadbc-driver-postgresql-1.10.0-hedb09cf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libadbc-driver-sqlite-1.10.0-hcea63bf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libaec-1.1.5-h088129d_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-22.0.0-h635bf11_6_cpu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-compute-22.0.0-h8c2c5c3_6_cpu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-dataset-22.0.0-h635bf11_6_cpu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-22.0.0-h3f74fd7_6_cpu.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libavif16-1.3.0-h316e467_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h4a7cf45_openblas.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.2.0-hb03c661_1.conda
@@ -174,18 +208,22 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgrpc-1.73.1-h3288cfb_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libhwy-1.3.0-h4c17acf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.1.2-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libjxl-0.11.2-ha09017c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h47877c9_openblas.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.67.0-had1ee68_0.conda
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   timestamp: 1762016292582
+- conda: https://conda.anaconda.org/conda-forge/linux-64/svt-av1-4.0.0-hecca717_0.conda
+  sha256: e5e036728ef71606569232cc94a0480722e14ed69da3dd1e363f3d5191d83c01
+  md5: 9a6117aee038999ffefe6082ff1e9a81
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libstdcxx >=14
+  license: BSD-2-Clause
+  license_family: BSD
+  size: 2620937
+  timestamp: 1769280649780
 - conda: https://conda.anaconda.org/conda-forge/noarch/tblib-3.2.2-pyhcf101f3_0.conda
   sha256: 6b549360f687ee4d11bf85a6d6a276a30f9333df1857adb0fe785f0f8e9bcd60
   md5: f88bb644823094f436792f80fba3207e
@@ -4317,6 +5072,31 @@ packages:
   license_family: OTHER
   size: 65532
   timestamp: 1733750024391
+- conda: https://conda.anaconda.org/conda-forge/noarch/tifffile-2026.1.28-pyhd8ed1ab_0.conda
+  sha256: efd8a9d2b57678e5efb41cc261dace3341ddd877ac514bfccab579f437efd826
+  md5: e8d6529858171ac4babb28c334306c0d
+  depends:
+  - imagecodecs >=2025.11.11
+  - numpy >=1.19.2
+  - python >=3.11
+  constrains:
+  - matplotlib-base >=3.3
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 183339
+  timestamp: 1769690244546
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-0.2.3-pyhd8ed1ab_0.conda
+  sha256: 0e581f523b59e88221db3579f6034b73e6a940614dcf95aeef53256c0b3184a3
+  md5: 48ee3d83f284592e876b3cea075035c3
+  depends:
+  - python >=3.10
+  - tiled-client 0.2.3 pyhd8ed1ab_0
+  - tiled-formats 0.2.3 pyhd8ed1ab_0
+  - tiled-server 0.2.3 pyhd8ed1ab_0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 8846
+  timestamp: 1766028663885
 - conda: https://conda.anaconda.org/conda-forge/noarch/tiled-base-0.2.3-pyhd8ed1ab_0.conda
   sha256: f2ca71802a06cd62580c937ee0df9187d0c90ec9eda0cbe4798b7fce05a380e5
   md5: d923e262234ee8ab16f362fd5da73f2b
@@ -4364,6 +5144,64 @@ packages:
   license_family: BSD
   size: 8382
   timestamp: 1766028606284
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-formats-0.2.3-pyhd8ed1ab_0.conda
+  sha256: 61a3d5b5b1d2dd4c58b47daa3917394f154ef633c6d7a723cf10e1e3cb2b9c5e
+  md5: 01cc15c5954cd7b6a5f73e1e3cef0a18
+  depends:
+  - h5netcdf
+  - h5py
+  - hdf5plugin
+  - openpyxl
+  - pillow
+  - python >=3.10
+  - tifffile
+  - tiled-base 0.2.3 pyhd8ed1ab_0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 8252
+  timestamp: 1766028625519
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-server-0.2.3-pyhd8ed1ab_0.conda
+  sha256: 08b89a197e66a31ba3fd943f84e9531cbff80d527beaebc131aac40265d0326b
+  md5: 323c63017d5d091d51959b9faed7434b
+  depends:
+  - adbc-driver-manager
+  - adbc-driver-postgresql
+  - adbc-driver-sqlite
+  - aiofiles
+  - aiosqlite
+  - alembic
+  - anyio
+  - asgi-correlation-id
+  - asyncpg
+  - cachetools
+  - canonicaljson
+  - fastapi >=0.122.0
+  - jinja2
+  - jmespath
+  - minio
+  - obstore
+  - openpyxl
+  - packaging
+  - prometheus_client
+  - pydantic >=2,<3
+  - python >=3.10
+  - python-dateutil
+  - python-duckdb <1.4.0
+  - python-jose
+  - python-multipart
+  - redis-py
+  - sqlalchemy
+  - stamina
+  - starlette >=0.48.0
+  - tiled-base 0.2.3 pyhd8ed1ab_0
+  - toolz
+  - uvicorn
+  - watchfiles
+  - zarr
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 8678
+  timestamp: 1766028644677
 - conda: https://conda.anaconda.org/conda-forge/linux-64/time-machine-3.2.0-py313h54dd161_0.conda
   sha256: 13ac6345af79cd7a7af86ec6045853c5ee7d7c11efbb07bc1e7716a4bd8b5d4a
   md5: b2d283d1531ed3afd143751e88af7491
@@ -4945,6 +5783,37 @@ packages:
   license_family: MIT
   size: 85189
   timestamp: 1753484064210
+- conda: https://conda.anaconda.org/conda-forge/noarch/zarr-3.1.5-pyhcf101f3_0.conda
+  sha256: c36bec7d02d2f227409fcc4cf586cf3a658af068b58374de7f8f2d0b5c1c84f9
+  md5: c1844a94b2be61bb03bbb71574a0abfc
+  depends:
+  - python >=3.11
+  - packaging >=22.0
+  - numpy >=1.26
+  - numcodecs >=0.14
+  - typing_extensions >=4.9
+  - donfig >=0.8
+  - google-crc32c >=1.5
+  - python
+  constrains:
+  - fsspec >=2023.10.0
+  - obstore >=0.5.1
+  license: MIT
+  license_family: MIT
+  size: 305998
+  timestamp: 1763742695201
+- conda: https://conda.anaconda.org/conda-forge/linux-64/zfp-1.0.1-h909a3a2_5.conda
+  sha256: 5fabe6cccbafc1193038862b0b0d784df3dae84bc48f12cac268479935f9c8b7
+  md5: 6a0eb48e58684cca4d7acc8b7a0fd3c7
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - _openmp_mutex >=4.5
+  - libgcc >=14
+  - libstdcxx >=14
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 277694
+  timestamp: 1766549572069
 - conda: https://conda.anaconda.org/conda-forge/noarch/zict-3.0.0-pyhd8ed1ab_1.conda
   sha256: 5488542dceeb9f2874e726646548ecc5608060934d6f9ceaa7c6a48c61f9cc8d
   md5: e52c2ef711ccf31bb7f70ca87d144b9e
diff --git a/pixi.toml b/pixi.toml
index 2b5d26f..33688e7 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -7,7 +7,7 @@ platforms = ["linux-64"]
 prefect = ">=3.4.6"
 python = "<3.14"
 bluesky-tiled-plugins = ">=2"
-tiled-client = ">=0.2.3"
+tiled = ">=0.2.3"
 prefect-docker = "*"
 pandas = "*"
 event-model = "*"

From 242db8d851c415fbc53261d1d685fb081ee5b79a Mon Sep 17 00:00:00 2001
From: Jun Aishima <jaishima@bnl.gov>
Date: Fri, 13 Feb 2026 10:42:38 -0500
Subject: [PATCH 4/6] restore reading data streams

 * continue to check that data in raw catalog is readable
---
 data_validation.py | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/data_validation.py b/data_validation.py
index c730843..673d82f 100644
--- a/data_validation.py
+++ b/data_validation.py
@@ -5,14 +5,30 @@
 from tiled.client import from_profile
 
 
+@task
+def check_stream(run):
+    logger = get_run_logger()
+    for stream in run:
+        logger.info(f"{stream}:")
+        stream_start_time = ttime.monotonic()
+        stream_data = run[stream].read()
+        stream_elapsed_time = ttime.monotonic() - stream_start_time
+        logger.info(f"{stream} elapsed_time = {stream_elapsed_time}")
+        logger.info(f"{stream} nbytes = {stream_data.nbytes:_}")
+
+
 @flow(retries=2, retry_delay_seconds=10)
 def data_validation(uid, beamline_acronym="smi"):
     logger = get_run_logger()
     api_key = Secret.load("tiled-smi-api-key", _sync=True).get()
     tiled_client = from_profile("nsls2", api_key=api_key)
     run_client = tiled_client[beamline_acronym]["migration"][uid]
+    run_client_raw = tiled_client[beamline_acronym]["raw"][uid]
     logger.info(f"Validating uid {uid}")
     start_time = ttime.monotonic()
+    check_stream(run_client_raw)
+    elapsed_time = ttime.monotonic() - start_time
+    logger.info(f"Finished checking raw stream; {elapsed_time = }")
     validate(run_client, fix_errors=True, try_reading=True, raise_on_error=True)
     elapsed_time = ttime.monotonic() - start_time
-    logger.info(f"Finished validating data; {elapsed_time = }")
+    logger.info(f"Finished validating data; total {elapsed_time = }")

From a2eef400bb7c65fc563b004825cb56b38c7e62a6 Mon Sep 17 00:00:00 2001
From: Jun Aishima <jaishima@bnl.gov>
Date: Fri, 13 Feb 2026 10:53:26 -0500
Subject: [PATCH 5/6] turn tasks into concurrently running tasks

---
 data_validation.py | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/data_validation.py b/data_validation.py
index 673d82f..11899c7 100644
--- a/data_validation.py
+++ b/data_validation.py
@@ -24,11 +24,12 @@ def data_validation(uid, beamline_acronym="smi"):
     tiled_client = from_profile("nsls2", api_key=api_key)
     run_client = tiled_client[beamline_acronym]["migration"][uid]
     run_client_raw = tiled_client[beamline_acronym]["raw"][uid]
-    logger.info(f"Validating uid {uid}")
+    logger.info(f"Launching tasks to check streams and validate uid {uid}")
     start_time = ttime.monotonic()
-    check_stream(run_client_raw)
+    check_stream_task = check_stream.submit(run)
+    validate_task = validate.submit(run_client, fix_errors=True, try_reading=True, raise_on_error=True)
+    logger.info("Waiting for tasks to complete")
+    check_stream_task.result()
+    validate_task.result()
     elapsed_time = ttime.monotonic() - start_time
-    logger.info(f"Finished checking raw stream; {elapsed_time = }")
-    validate(run_client, fix_errors=True, try_reading=True, raise_on_error=True)
-    elapsed_time = ttime.monotonic() - start_time
-    logger.info(f"Finished validating data; total {elapsed_time = }")
+    logger.info(f"Finished checking and validating data; total {elapsed_time = }")

From e8e94506a8b5528e829d56559ffca64dce5cf270 Mon Sep 17 00:00:00 2001
From: Jun Aishima <jaishima@bnl.gov>
Date: Fri, 13 Feb 2026 11:29:52 -0500
Subject: [PATCH 6/6] run tasks concurrently

---
 data_validation.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/data_validation.py b/data_validation.py
index 11899c7..964b4cf 100644
--- a/data_validation.py
+++ b/data_validation.py
@@ -17,7 +17,12 @@ def check_stream(run):
         logger.info(f"{stream} nbytes = {stream_data.nbytes:_}")
 
 
-@flow(retries=2, retry_delay_seconds=10)
+@task(retries=2, retry_delay_seconds=10)
+def validate_local(run_client):
+    logger = get_run_logger()
+    validate(run_client, fix_errors=True, try_reading=True, raise_on_error=True)
+
+@flow
 def data_validation(uid, beamline_acronym="smi"):
     logger = get_run_logger()
     api_key = Secret.load("tiled-smi-api-key", _sync=True).get()
@@ -26,8 +31,8 @@ def data_validation(uid, beamline_acronym="smi"):
     run_client_raw = tiled_client[beamline_acronym]["raw"][uid]
     logger.info(f"Launching tasks to check streams and validate uid {uid}")
     start_time = ttime.monotonic()
-    check_stream_task = check_stream.submit(run)
-    validate_task = validate.submit(run_client, fix_errors=True, try_reading=True, raise_on_error=True)
+    check_stream_task = check_stream.submit(run_client_raw)
+    validate_task = validate_local.submit(run_client)
     logger.info("Waiting for tasks to complete")
     check_stream_task.result()
     validate_task.result()