.test-infra/jenkins/job_LoadTests_Combine_Python.groovy

/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

import CommonJobProperties as commonJobProperties
import LoadTestsBuilder as loadTestsBuilder
import PhraseTriggeringPostCommitBuilder
import InfluxDBCredentialsHelper

def now = new Date().format("MMddHHmmss", TimeZone.getTimeZone('UTC'))

def loadTestConfigurations = { datasetName, mode ->
  [
    [
      title          : 'Combine Python Load test: 2GB 10 byte records',
      test           : 'apache_beam.testing.load_tests.combine_test',
      runner         : CommonTestProperties.Runner.DATAFLOW,
      pipelineOptions: [
        job_name             : "load-tests-python-dataflow-${mode}-combine-1-${now}",
        project              : 'apache-beam-testing',
        region               : 'us-central1',
        temp_location        : 'gs://temp-storage-for-perf-tests/smoketests',
        publish_to_big_query : true,
        metrics_dataset      : datasetName,
        metrics_table        : "python_dataflow_${mode}_combine_1",
        influx_measurement   : "python_${mode}_combine_1",
        input_options        : '\'{' +
        '"num_records": 200000000,' +
        '"key_size": 1,' +
        '"value_size": 9}\'',
        num_workers          : 5,
        autoscaling_algorithm: "NONE",
        top_count            : 20,
      ]
    ],
    [
      title          : 'Combine Python Load test: 2GB Fanout 4',
      test           : 'apache_beam.testing.load_tests.combine_test',
      runner         : CommonTestProperties.Runner.DATAFLOW,
      pipelineOptions: [
        job_name             : "load-tests-python-dataflow-${mode}-combine-4-${now}",
        project              : 'apache-beam-testing',
        region               : 'us-central1',
        temp_location        : 'gs://temp-storage-for-perf-tests/smoketests',
        publish_to_big_query : true,
        metrics_dataset      : datasetName,
        metrics_table        : "python_dataflow_${mode}_combine_4",
        influx_measurement   : "python_${mode}_combine_4",
        input_options        : '\'{' +
        '"num_records": 5000000,' +
        '"key_size": 10,' +
        '"value_size": 90}\'',
        num_workers          : 16,
        autoscaling_algorithm: "NONE",
        fanout               : 4,
        top_count            : 20,
      ]
    ],
    [
      title          : 'Combine Python Load test: 2GB Fanout 8',
      test           : 'apache_beam.testing.load_tests.combine_test',
      runner         : CommonTestProperties.Runner.DATAFLOW,
      pipelineOptions: [
        job_name             : "load-tests-python-dataflow-${mode}-combine-5-${now}",
        project              : 'apache-beam-testing',
        region               : 'us-central1',
        temp_location        : 'gs://temp-storage-for-perf-tests/smoketests',
        publish_to_big_query : true,
        metrics_dataset      : datasetName,
        metrics_table        : "python_dataflow_${mode}_combine_5",
        influx_measurement   : "python_${mode}_combine_5",
        input_options        : '\'{' +
        '"num_records": 2500000,' +
        '"key_size": 10,' +
        '"value_size": 90}\'',
        num_workers          : 16,
        autoscaling_algorithm: "NONE",
        fanout               : 8,
        top_count            : 20,
      ]
    ],
  ]
  .each { test -> test.pipelineOptions.putAll(additionalPipelineArgs) }
  .each{ test -> (mode != 'streaming') ?: addStreamingOptions(test) }
}

def addStreamingOptions(test){
  test.pipelineOptions << [streaming: null,
    // TODO(BEAM-11779) remove shuffle_mode=appliance with runner v2 once issue is resolved.
    experiments: "use_runner_v2, shuffle_mode=appliance"
  ]
}

def loadTestJob = { scope, triggeringContext, jobType ->
  scope.description("Runs Python Combine load tests on Dataflow runner in ${jobType} mode")
  commonJobProperties.setTopLevelMainJobProperties(scope, 'master', 120)

  def datasetName = loadTestsBuilder.getBigQueryDataset('load_test', triggeringContext)
  for (testConfiguration in loadTestConfigurations(datasetName, jobType)) {
    loadTestsBuilder.loadTest(scope, testConfiguration.title, testConfiguration.runner, CommonTestProperties.SDK.PYTHON, testConfiguration.pipelineOptions, testConfiguration.test)
  }
}

PhraseTriggeringPostCommitBuilder.postCommitJob(
    'beam_LoadTests_Python_Combine_Dataflow_Batch',
    'Run Load Tests Python Combine Dataflow Batch',
    'Load Tests Python Combine Dataflow Batch suite',
    this
    ) {
      additionalPipelineArgs = [:]
      loadTestJob(delegate, CommonTestProperties.TriggeringContext.PR, "batch")
    }

CronJobBuilder.cronJob('beam_LoadTests_Python_Combine_Dataflow_Batch', 'H 15 * * *', this) {
  additionalPipelineArgs = [
    influx_db_name: InfluxDBCredentialsHelper.InfluxDBDatabaseName,
    influx_hostname: InfluxDBCredentialsHelper.InfluxDBHostUrl,
  ]
  loadTestJob(delegate, CommonTestProperties.TriggeringContext.POST_COMMIT, "batch")
}

PhraseTriggeringPostCommitBuilder.postCommitJob(
    'beam_LoadTests_Python_Combine_Dataflow_Streaming',
    'Run Load Tests Python Combine Dataflow Streaming',
    'Load Tests Python Combine Dataflow Streaming suite',
    this
    ) {
      additionalPipelineArgs = [:]
      loadTestJob(delegate, CommonTestProperties.TriggeringContext.PR, "streaming")
    }

CronJobBuilder.cronJob('beam_LoadTests_Python_Combine_Dataflow_Streaming', 'H 15 * * *', this) {
  additionalPipelineArgs = [
    influx_db_name: InfluxDBCredentialsHelper.InfluxDBDatabaseName,
    influx_hostname: InfluxDBCredentialsHelper.InfluxDBHostUrl,
  ]
  loadTestJob(delegate, CommonTestProperties.TriggeringContext.POST_COMMIT, "streaming")
}