See <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/269/display/redirect?page=changes>
Changes: [noreply] Add new Beam Python SDK examples (#26671) ------------------------------------------ [...truncated 41.04 KB...] > Task :sdks:python:apache_beam:testing:load_tests:run Collecting torch>=1.7.1 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached torch-2.0.1-cp38-cp38-manylinux1_x86_64.whl (619.9 MB) Collecting torchvision>=0.8.2 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) Using cached torchvision-0.15.2-cp38-cp38-manylinux1_x86_64.whl (33.8 MB) Collecting pillow>=8.0.0 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 20)) Using cached Pillow-9.5.0-cp38-cp38-manylinux_2_28_x86_64.whl (3.4 MB) Collecting transformers>=4.18.0 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 21)) Using cached transformers-4.29.2-py3-none-any.whl (7.1 MB) Requirement already satisfied: filelock in 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Using cached nvidia_cublas_cu11-11.10.3.66-py3-none-manylinux1_x86_64.whl (317.1 MB) Collecting nvidia-cufft-cu11==10.9.0.58 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_cufft_cu11-10.9.0.58-py3-none-manylinux1_x86_64.whl (168.4 MB) Collecting nvidia-curand-cu11==10.2.10.91 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_curand_cu11-10.2.10.91-py3-none-manylinux1_x86_64.whl (54.6 MB) Collecting nvidia-cusolver-cu11==11.4.0.1 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_cusolver_cu11-11.4.0.1-2-py3-none-manylinux1_x86_64.whl (102.6 MB) Collecting nvidia-cusparse-cu11==11.7.4.91 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_cusparse_cu11-11.7.4.91-py3-none-manylinux1_x86_64.whl (173.2 MB) Collecting nvidia-nccl-cu11==2.14.3 (from 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apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached MarkupSafe-2.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (25 kB) Requirement already satisfied: charset-normalizer<4,>=2 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (3.1.0) Requirement already satisfied: idna<4,>=2.5 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (3.4) Requirement already satisfied: urllib3<3,>=1.21.1 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (1.26.16) Requirement already satisfied: certifi>=2017.4.17 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (2023.5.7) Collecting mpmath>=0.19 (from sympy->torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached mpmath-1.3.0-py3-none-any.whl (536 kB) Installing collected packages: tokenizers, mpmath, lit, cmake, tqdm, sympy, pillow, nvidia-nvtx-cu11, nvidia-nccl-cu11, nvidia-cusparse-cu11, nvidia-curand-cu11, nvidia-cufft-cu11, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cuda-cupti-cu11, nvidia-cublas-cu11, networkx, MarkupSafe, fsspec, nvidia-cusolver-cu11, nvidia-cudnn-cu11, jinja2, huggingface-hub, transformers, triton, torch, torchvision Successfully installed MarkupSafe-2.1.3 cmake-3.26.3 fsspec-2023.5.0 huggingface-hub-0.15.1 jinja2-3.1.2 lit-16.0.5.post0 mpmath-1.3.0 networkx-3.1 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-cupti-cu11-11.7.101 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 nvidia-cufft-cu11-10.9.0.58 nvidia-curand-cu11-10.2.10.91 nvidia-cusolver-cu11-11.4.0.1 nvidia-cusparse-cu11-11.7.4.91 nvidia-nccl-cu11-2.14.3 nvidia-nvtx-cu11-11.7.91 pillow-9.5.0 sympy-1.12 tokenizers-0.13.3 torch-2.0.1 torchvision-0.15.2 tqdm-4.65.0 transformers-4.29.2 triton-2.0.0 INFO:root:Device is set to CPU INFO:apache_beam.internal.gcp.auth:Setting socket default timeout to 60 seconds. 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INFO:root:Using provided Python SDK container image: gcr.io/cloud-dataflow/v1beta3/python38:beam-master-20230601 INFO:root:Python SDK container image set to "gcr.io/cloud-dataflow/v1beta3/python38:beam-master-20230601" for Docker environment INFO:apache_beam.runners.portability.fn_api_runner.translations:==================== <function pack_combiners at 0x7fbf724c29d0> ==================== INFO:apache_beam.runners.portability.fn_api_runner.translations:==================== <function sort_stages at 0x7fbf724c31f0> ==================== INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/requirements.txt... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/requirements.txt in 0 seconds. 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INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/matplotlib-3.7.1-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/matplotlib-3.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/matplotlib-3.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/matplotlib-3.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/matplotlib-3.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/matplotlib-3.7.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/matplotlib-3.7.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/scikit_learn-1.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/scikit_learn-1.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 1 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/scikit_learn-1.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/scikit_learn-1.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 1 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 1 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/dataflow_python_sdk.tar... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/dataflow_python_sdk.tar in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/pipeline.pb... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/pipeline.pb in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Create job: <Job clientRequestId: '20230605175917089483-5980' createTime: '2023-06-05T18:00:16.432392Z' currentStateTime: '1970-01-01T00:00:00Z' id: '2023-06-05_11_00_14-1504634665734342231' location: 'us-central1' name: 'benchmark-tests-pytorch-imagenet-python0605155620' projectId: 'apache-beam-testing' stageStates: [] startTime: '2023-06-05T18:00:16.432392Z' steps: [] tempFiles: [] type: TypeValueValuesEnum(JOB_TYPE_BATCH, 1)> INFO:apache_beam.runners.dataflow.internal.apiclient:Created job with id: [2023-06-05_11_00_14-1504634665734342231] INFO:apache_beam.runners.dataflow.internal.apiclient:Submitted job: 2023-06-05_11_00_14-1504634665734342231 INFO:apache_beam.runners.dataflow.internal.apiclient:To access the Dataflow monitoring console, please navigate to https://console.cloud.google.com/dataflow/jobs/us-central1/2023-06-05_11_00_14-1504634665734342231?project=apache-beam-testing INFO:apache_beam.runners.dataflow.dataflow_runner:Job 2023-06-05_11_00_14-1504634665734342231 is in state JOB_STATE_PENDING INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:14.386Z: JOB_MESSAGE_BASIC: Dataflow Runner V2 auto-enabled. Use --experiments=disable_runner_v2 to opt out. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:16.910Z: JOB_MESSAGE_BASIC: The pipeline is using shuffle service with a (boot) persistent disk size / type other than the default. If that configuration was intended solely to speed up the non-service shuffle, consider removing it to reduce costs as those disks are unused by the shuffle service. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:19.423Z: JOB_MESSAGE_BASIC: Worker configuration: n1-standard-2 in us-central1-a. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.434Z: JOB_MESSAGE_DETAILED: Expanding SplittableParDo operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.466Z: JOB_MESSAGE_DETAILED: Expanding CollectionToSingleton operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.553Z: JOB_MESSAGE_DETAILED: Expanding CoGroupByKey operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.587Z: JOB_MESSAGE_DEBUG: Combiner lifting skipped for step WriteOutputToGCS/Write/WriteImpl/GroupByKey: GroupByKey not followed by a combiner. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.622Z: JOB_MESSAGE_DETAILED: Expanding GroupByKey operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.659Z: JOB_MESSAGE_DEBUG: Annotating graph with Autotuner information. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.698Z: JOB_MESSAGE_DETAILED: Fusing adjacent ParDo, Read, Write, and Flatten operations INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.734Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/InitializeWrite into WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.767Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>) into WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.792Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode) into WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.830Z: JOB_MESSAGE_DETAILED: Fusing consumer ReadImageNames/Read/Map(<lambda at iobase.py:908>) into ReadImageNames/Read/Impulse INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.861Z: JOB_MESSAGE_DETAILED: Fusing consumer ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction into ReadImageNames/Read/Map(<lambda at iobase.py:908>) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.888Z: JOB_MESSAGE_DETAILED: Fusing consumer ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing into ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.915Z: JOB_MESSAGE_DETAILED: Fusing consumer FilterEmptyLines into ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/ProcessElementAndRestrictionWithSizing INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.946Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BeamML_RunInference_Preprocess-0 into FilterEmptyLines INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:20.986Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BatchElements/ParDo(_GlobalWindowsBatchingDoFn) into PyTorchRunInference/BeamML_RunInference_Preprocess-0 INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.020Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BeamML_RunInference into PyTorchRunInference/BatchElements/ParDo(_GlobalWindowsBatchingDoFn) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.046Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BeamML_RunInference_Postprocess-0 into PyTorchRunInference/BeamML_RunInference INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.084Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/Map(<lambda at iobase.py:1140>) into PyTorchRunInference/BeamML_RunInference_Postprocess-0 INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.114Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/WindowInto(WindowIntoFn) into WriteOutputToGCS/Write/WriteImpl/Map(<lambda at iobase.py:1140>) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.147Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/GroupByKey/Write into WriteOutputToGCS/Write/WriteImpl/WindowInto(WindowIntoFn) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.179Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/WriteBundles into WriteOutputToGCS/Write/WriteImpl/GroupByKey/Read INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.226Z: JOB_MESSAGE_DEBUG: Workflow config is missing a default resource spec. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.254Z: JOB_MESSAGE_DEBUG: Adding StepResource setup and teardown to workflow graph. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.285Z: JOB_MESSAGE_DEBUG: Adding workflow start and stop steps. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.318Z: JOB_MESSAGE_DEBUG: Assigning stage ids. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.458Z: JOB_MESSAGE_DEBUG: Executing wait step start19 INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.529Z: JOB_MESSAGE_BASIC: Executing operation ReadImageNames/Read/Impulse+ReadImageNames/Read/Map(<lambda at iobase.py:908>)+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing INFO:apache_beam.runners.dataflow.dataflow_runner:Job 2023-06-05_11_00_14-1504634665734342231 is in state JOB_STATE_RUNNING INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.559Z: JOB_MESSAGE_BASIC: Executing operation WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse+WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>)+WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode)+WriteOutputToGCS/Write/WriteImpl/InitializeWrite INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.573Z: JOB_MESSAGE_DEBUG: Starting **** pool setup. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:21.609Z: JOB_MESSAGE_BASIC: Starting 75 ****s in us-central1-a... INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:00:47.551Z: JOB_MESSAGE_BASIC: Your project already contains 100 Dataflow-created metric descriptors, so new user metrics of the form custom.googleapis.com/* will not be created. However, all user metrics are also available in the metric dataflow.googleapis.com/job/user_counter. If you rely on the custom metrics, you can delete old / unused metric descriptors. See https://developers.google.com/apis-explorer/#p/monitoring/v3/monitoring.projects.metricDescriptors.list and https://developers.google.com/apis-explorer/#p/monitoring/v3/monitoring.projects.metricDescriptors.delete INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:01:16.671Z: JOB_MESSAGE_DETAILED: Autoscaling: Raised the number of ****s to 73 based on the rate of progress in the currently running stage(s). INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:01:16.705Z: JOB_MESSAGE_DETAILED: Autoscaling: Resized **** pool to 73, though goal was 75. This could be a quota issue. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:01:26.441Z: JOB_MESSAGE_DETAILED: Autoscaling: Raised the number of ****s to 75 based on the rate of progress in the currently running stage(s). INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T18:01:38.532Z: JOB_MESSAGE_DETAILED: Workers have started successfully. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.160Z: JOB_MESSAGE_ERROR: Workflow failed. Causes: The Dataflow job appears to be stuck because no **** activity has been seen in the last 1h. Please check the **** logs in Stackdriver Logging. You can also get help with Cloud Dataflow at https://cloud.google.com/dataflow/support. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.249Z: JOB_MESSAGE_BASIC: Cancel request is committed for workflow job: 2023-06-05_11_00_14-1504634665734342231. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.269Z: JOB_MESSAGE_ERROR: The Dataflow job appears to be stuck because no **** activity has been seen in the last 1h. Please check the **** logs in Stackdriver Logging. You can also get help with Cloud Dataflow at https://cloud.google.com/dataflow/support. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.332Z: JOB_MESSAGE_WARNING: Unable to delete temp files: "gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/dax-tmp-2023-06-05_11_00_14-1504634665734342231-S01-0-255fce0cb172e9cb/[email protected]." INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.334Z: JOB_MESSAGE_WARNING: Unable to delete temp files: "gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/dax-tmp-2023-06-05_11_00_14-1504634665734342231-S04-0-e309cf48a93ea1d0/[email protected]." INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.342Z: JOB_MESSAGE_WARNING: Unable to delete temp files: "gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python0605155620.1685987957.088359/dax-tmp-2023-06-05_11_00_14-1504634665734342231-S01-1-b67e6e2d8dcc930c/[email protected]." INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.361Z: JOB_MESSAGE_WARNING: S01:WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse+WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>)+WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode)+WriteOutputToGCS/Write/WriteImpl/InitializeWrite failed. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.361Z: JOB_MESSAGE_WARNING: S04:ReadImageNames/Read/Impulse+ReadImageNames/Read/Map(<lambda at iobase.py:908>)+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing failed. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.387Z: JOB_MESSAGE_BASIC: Finished operation WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse+WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>)+WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode)+WriteOutputToGCS/Write/WriteImpl/InitializeWrite INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:22.387Z: JOB_MESSAGE_BASIC: Finished operation ReadImageNames/Read/Impulse+ReadImageNames/Read/Map(<lambda at iobase.py:908>)+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:23.225Z: JOB_MESSAGE_DETAILED: Cleaning up. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:23.270Z: JOB_MESSAGE_DEBUG: Starting **** pool teardown. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:00:23.294Z: JOB_MESSAGE_BASIC: Stopping **** pool... INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:02:49.617Z: JOB_MESSAGE_DETAILED: Autoscaling: Resized **** pool from 75 to 0. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:02:49.649Z: JOB_MESSAGE_BASIC: Worker pool stopped. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-05T19:02:49.670Z: JOB_MESSAGE_DEBUG: Tearing down pending resources... INFO:apache_beam.runners.dataflow.dataflow_runner:Job 2023-06-05_11_00_14-1504634665734342231 is in state JOB_STATE_FAILED ERROR:apache_beam.runners.dataflow.dataflow_runner:Console URL: https://console.cloud.google.com/dataflow/jobs/<RegionId>/2023-06-05_11_00_14-1504634665734342231?project=<ProjectId> Traceback (most recent call last): File "/usr/lib/python3.8/runpy.py", line 194, in _run_module_as_main return _run_code(code, main_globals, None, File "/usr/lib/python3.8/runpy.py", line 87, in _run_code exec(code, run_globals) File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/benchmarks/inference/pytorch_image_classification_benchmarks.py";,> line 68, in <module> PytorchVisionBenchmarkTest().run() File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/load_tests/load_test.py";,> line 148, in run self.test() File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/benchmarks/inference/pytorch_image_classification_benchmarks.py";,> line 58, in test self.result = pytorch_image_classification.run( File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py";,> line 166, in run result.wait_until_finish() File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/runners/dataflow/dataflow_runner.py";,> line 1563, in wait_until_finish raise DataflowRuntimeException( apache_beam.runners.dataflow.dataflow_runner.DataflowRuntimeException: Dataflow pipeline failed. State: FAILED, Error: The Dataflow job appears to be stuck because no **** activity has been seen in the last 1h. Please check the **** logs in Stackdriver Logging. You can also get help with Cloud Dataflow at https://cloud.google.com/dataflow/support. > Task :sdks:python:apache_beam:testing:load_tests:run FAILED FAILURE: Build failed with an exception. * Where: Build file '<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/load_tests/build.gradle'> line: 63 * What went wrong: Execution failed for task ':sdks:python:apache_beam:testing:load_tests:run'. > error occurred * Try: > Run with --stacktrace option to get the stack trace. > Run with --info or --debug option to get more log output. * Get more help at https://help.gradle.org Deprecated Gradle features were used in this build, making it incompatible with Gradle 8.0. You can use '--warning-mode all' to show the individual deprecation warnings and determine if they come from your own scripts or plugins. See https://docs.gradle.org/7.5.1/userguide/command_line_interface.html#sec:command_line_warnings BUILD FAILED in 1h 7m 17s 15 actionable tasks: 9 executed, 4 from cache, 2 up-to-date Publishing build scan... https://ge.apache.org/s/pglraxumjhq5g Build step 'Invoke Gradle script' changed build result to FAILURE Build step 'Invoke Gradle script' marked build as failure --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
