apache / beam

Apache Beam is a unified programming model for Batch and Streaming data processing.
https://beam.apache.org/
Apache License 2.0
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Performance Regression or Improvement: test_cloudml_benchmark_criteo_10GB-runtime_sec:runtime_sec #33199

Closed github-actions[bot] closed 2 days ago

github-actions[bot] commented 6 days ago

Performance change found in the test: test_cloudml_benchmark_criteo_10GB-runtime_sec for the metric: runtime_sec.

For more information on how to triage the alerts, please look at Triage performance alert issues section of the README.

Test description: TFT Criteo test on 10 GB data. Test link - https://github.com/apache/beam/blob/42d0a6e3564d8b9c5d912428a6de18fb22a13ac1/sdks/python/apache_beam/testing/benchmarks/cloudml/cloudml_benchmark_test.py#LL104C7-L104C41


timestamp: Thu Nov 21 22:49:20 2024, metric_value: 2604.82
timestamp: Wed Nov 20 22:50:28 2024, metric_value: 2695.99
timestamp: Tue Nov 19 22:48:19 2024, metric_value: 2569.13
timestamp: Mon Nov 18 23:04:46 2024, metric_value: 2517.84 <---- Anomaly
timestamp: Sun Nov 17 22:40:29 2024, metric_value: 2312.24
timestamp: Sat Nov 16 22:36:58 2024, metric_value: 2238.98
timestamp: Fri Nov 15 22:41:45 2024, metric_value: 2424.16
timestamp: Thu Nov 14 22:49:16 2024, metric_value: 2361.39
timestamp: Wed Nov 13 22:47:24 2024, metric_value: 2592.71
timestamp: Tue Nov 12 22:47:43 2024, metric_value: 2515.39
timestamp: Mon Nov 11 22:48:55 2024, metric_value: 2550.33
timestamp: Sat Nov  9 22:39:56 2024, metric_value: 2375.27
timestamp: Fri Nov  8 22:42:12 2024, metric_value: 2357.17
timestamp: Thu Nov  7 22:42:45 2024, metric_value: 2385.26