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The following commit(s) were added to refs/heads/master by this push:
     new cf536ea06d6 Fix 36181 cloudml benchmarks job (#37803)
cf536ea06d6 is described below

commit cf536ea06d6fd1c99396386c1d3ac2d10ef46bbd
Author: Abdelrahman Ibrahim <[email protected]>
AuthorDate: Wed Mar 11 20:01:33 2026 +0200

    Fix 36181 cloudml benchmarks job (#37803)
    
    * Pin cloudml benchmark deps to avoid pip resolution-too-deep on Dataflow
    
    * Reduce Dataflow inactivity timeout risk for TFT CloudML benchmark
    
    * Tighten CloudML TFT benchmark requirements
    
    * focus fix on dependency bounds only
---
 .../beam_CloudML_Benchmarks_Dataflow_arguments.txt           |  2 +-
 .../apache_beam/testing/benchmarks/cloudml/requirements.txt  | 12 +++++++++---
 2 files changed, 10 insertions(+), 4 deletions(-)

diff --git 
a/.github/workflows/load-tests-pipeline-options/beam_CloudML_Benchmarks_Dataflow_arguments.txt
 
b/.github/workflows/load-tests-pipeline-options/beam_CloudML_Benchmarks_Dataflow_arguments.txt
index b1b45c4cc9e..1729d4ff716 100644
--- 
a/.github/workflows/load-tests-pipeline-options/beam_CloudML_Benchmarks_Dataflow_arguments.txt
+++ 
b/.github/workflows/load-tests-pipeline-options/beam_CloudML_Benchmarks_Dataflow_arguments.txt
@@ -20,4 +20,4 @@
 --staging_location=gs://temp-storage-for-perf-tests/loadtests
 --temp_location=gs://temp-storage-for-perf-tests/loadtests
 --runner=DataflowRunner
---requirements_file=apache_beam/testing/benchmarks/cloudml/requirements.txt
\ No newline at end of file
+--requirements_file=apache_beam/testing/benchmarks/cloudml/requirements.txt
diff --git 
a/sdks/python/apache_beam/testing/benchmarks/cloudml/requirements.txt 
b/sdks/python/apache_beam/testing/benchmarks/cloudml/requirements.txt
index 52587ca8976..ab94ec5e9ac 100644
--- a/sdks/python/apache_beam/testing/benchmarks/cloudml/requirements.txt
+++ b/sdks/python/apache_beam/testing/benchmarks/cloudml/requirements.txt
@@ -15,6 +15,12 @@
 #    limitations under the License.
 #
 
-dill
-tfx_bsl
-tensorflow-transform
+dill==0.4.1
+tfx_bsl==1.16.1
+tensorflow-transform==1.16.0
+tensorflow>=2.16,<2.17
+numpy>=1.22.0,<2.0
+tensorflow-metadata>=1.16.1,<1.17.0
+pyarrow>=10,<11
+tensorflow-serving-api>=2.16.1,<2.20
+tf-keras>=2.16.0,<2.17

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