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Posted to github@beam.apache.org by "tvalentyn (via GitHub)" <gi...@apache.org> on 2023/11/20 22:17:07 UTC
[I] [Bug]: Vertex AI tests sometimes don't configure requrements correctly [beam]
tvalentyn opened a new issue, #29501:
URL: https://github.com/apache/beam/issues/29501
### What happened?
It appears that some Postcommits fail with errors like:
```
apache_beam.runners.dataflow.dataflow_runner.DataflowRuntimeException: Dataflow pipeline failed. State: FAILED, Error:
Traceback (most recent call last):
File "/opt/apache/beam-venv/beam-venv-worker-sdk-0-0/lib/python3.8/site-packages/apache_beam/internal/dill_pickler.py", line 418, in loads
return dill.loads(s)
File "/usr/local/lib/python3.8/site-packages/dill/_dill.py", line 275, in loads
return load(file, ignore, **kwds)
File "/usr/local/lib/python3.8/site-packages/dill/_dill.py", line 270, in load
return Unpickler(file, ignore=ignore, **kwds).load()
File "/usr/local/lib/python3.8/site-packages/dill/_dill.py", line 472, in load
obj = StockUnpickler.load(self)
File "/usr/local/lib/python3.8/site-packages/dill/_dill.py", line 462, in find_class
return StockUnpickler.find_class(self, module, name)
File "/opt/apache/beam-venv/beam-venv-worker-sdk-0-0/lib/python3.8/site-packages/apache_beam/examples/inference/vertex_ai_image_classification.py", line 35, in <module>
import tensorflow as tf
ModuleNotFoundError: No module named 'tensorflow'
```
It seems as though we sometimes execute vertex ai tests without providing proper requirements file , or we run vertex ai tests multiple times and nondeterministically choose the test result, and one of them is configured incorrectly.
### Issue Priority
Priority: 2 (default / most bugs should be filed as P2)
### Issue Components
- [X] Component: Python SDK
- [ ] Component: Java SDK
- [ ] Component: Go SDK
- [ ] Component: Typescript SDK
- [ ] Component: IO connector
- [ ] Component: Beam YAML
- [ ] Component: Beam examples
- [ ] Component: Beam playground
- [ ] Component: Beam katas
- [ ] Component: Website
- [ ] Component: Spark Runner
- [ ] Component: Flink Runner
- [ ] Component: Samza Runner
- [ ] Component: Twister2 Runner
- [ ] Component: Hazelcast Jet Runner
- [ ] Component: Google Cloud Dataflow Runner
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Re: [I] [Bug]: Vertex AI tests sometimes don't configure requrements correctly [beam]
Posted by "tvalentyn (via GitHub)" <gi...@apache.org>.
tvalentyn commented on issue #29501:
URL: https://github.com/apache/beam/issues/29501#issuecomment-1819894851
Sample failed run:
https://ci-beam.apache.org/job/beam_PostCommit_Python38/4834/testReport/junit/apache_beam.ml.inference.vertex_ai_inference_it_test/VertexAIInference/test_vertex_ai_run_flower_image_classification/
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Re: [I] [Bug]: Vertex AI tests sometimes don't configure requrements correctly [beam]
Posted by "tvalentyn (via GitHub)" <gi...@apache.org>.
tvalentyn commented on issue #29501:
URL: https://github.com/apache/beam/issues/29501#issuecomment-1819899822
https://console.cloud.google.com/dataflow/jobs/us-central1/2023-11-20_06_37_29-8136332257109490276?project=apache-beam-testing
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Re: [I] [Bug]: Vertex AI tests sometimes don't configure requrements correctly [beam]
Posted by "tvalentyn (via GitHub)" <gi...@apache.org>.
tvalentyn commented on issue #29501:
URL: https://github.com/apache/beam/issues/29501#issuecomment-1821222719
Let's reopen if this reappears
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Re: [I] [Bug]: Vertex AI tests sometimes don't configure requrements correctly [beam]
Posted by "tvalentyn (via GitHub)" <gi...@apache.org>.
tvalentyn commented on issue #29501:
URL: https://github.com/apache/beam/issues/29501#issuecomment-1819956542
Successful job:
```
https://console.cloud.google.com/dataflow/jobs/us-central1/2023-11-19_10_00_34-4583011806972063427
:~$ gsutil cat gs://temp-storage-for-end-to-end-tests/staging-it/beamapp-runner-1119180029-434421-
...
google-cloud-aiplatform>=1.26.0
tensorflow>=2.12.0:~$
```
Failed job has
```
:~$ gsutil cat gs://temp-storage-for-end-to-end-tests/staging-it/beamapp-jenkins-1120143716-765175-z6xnthva.1700491036.765352/requirements.txt
pyhamcrest!=1.10.0,<2.0.0
mock<3.0.0
parameterized>=0.7.1,<0.8.0
```
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Re: [I] [Bug]: Vertex AI tests sometimes don't configure requrements correctly [beam]
Posted by "tvalentyn (via GitHub)" <gi...@apache.org>.
tvalentyn closed issue #29501: [Bug]: Vertex AI tests sometimes don't configure requrements correctly
URL: https://github.com/apache/beam/issues/29501
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Re: [I] [Bug]: Vertex AI tests sometimes don't configure requrements correctly [beam]
Posted by "tvalentyn (via GitHub)" <gi...@apache.org>.
tvalentyn commented on issue #29501:
URL: https://github.com/apache/beam/issues/29501#issuecomment-1819976141
i wonder if there is a race in https://github.com/apache/beam/blob/32b10670c3796fd29730f4f9b96d7d4976cd506f/sdks/python/scripts/run_integration_test.sh#L226 that results in some other test suite overriding this file.
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