[BEAM-7502] Create ParDo Python Load Test Jenkins job #9042
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Run Python Load Tests ParDo Dataflow Batch |
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Run Python Load Tests ParDo Dataflow Batch |
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Run Seed Job |
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Run Python Load Tests ParDo Dataflow Batch |
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Run Seed Job |
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Run Python Load Tests ParDo Dataflow Batch |
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@lgajowy Please take a look. |
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| jobProperties: [ | ||
| job_name : 'load-tests-python-dataflow-batch-pardo-1-' + now, | ||
| project : 'apache-beam-testing', | ||
| temp_location : 'gs://temp-storage-for-perf-tests/smoketests', |
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Is this the correct temp location?
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It's correct, but 'gs://temp-storage-for-perf-tests/loadtests' seems to be used more often in load tests.
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Could you explain why is this a problem? Did you experience any issues when using /loadtests?
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I think you misunderstood. It's not a problem. /smoketests was there accidentally, and I've already replaced it to /loadtests, which suits better.
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Right, we're seeing stale code in the thread. Thanks! :)
| '"value_size": 90}\'', | ||
| iterations : 10, | ||
| number_of_counter_operations: 0, | ||
| number_of_counters : 1, |
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The number_of_counter_operations is zero, so there is actually no metrics overhead.
But I guess this 1 counter can be misleading, so I'll change it.
| iterations : 10, | ||
| number_of_counter_operations: 0, | ||
| number_of_counters : 1, | ||
| num_workers : 10, |
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Why are we using 10 workers here?
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I've already changed it to 5.
| ], | ||
| ]} | ||
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| def loadTestConfigurationManyCounters = { datasetName -> [ |
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I don't think splitting the job to 2 jobs is the solution here. It is very weird that it takes so much time (above 2 hours) to run, whereas java needs 28 minutes to run all the tests (as we discussed offline). Could you investigate this a little bit more? Maybe the pipeline shape is not as we think it is?
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I have double-checked the code and it seems fine. The problem is poor performance of metrics operations in Python — test case with 10 iterations and 100 counter operations needed almost 3 hours to complete.
The solution is to lower the number of iterations to 1, which makes the test way faster. Job split will be also unnecessary.
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Run Python Load Tests ParDo Dataflow Batch |
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Run Seed Job |
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Run Python Load Tests ParDo Dataflow Batch |
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Run Seed Job |
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Run Python Load Tests ParDo Dataflow Batch |
kamilwu
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Run Python Load Tests ParDo Dataflow Batch |
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To keep it compliant with other files in the same directory.
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@lgajowy It's done, commits are ready |
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Run Python Load Tests ParDo Dataflow Batch |
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Based on the following proposal: https://s.apache.org/load-test-basic-operations
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