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job_LoadTests_GBK_Python.groovy
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job_LoadTests_GBK_Python.groovy
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/*
* 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 LoadTestsBuilder as loadTestsBuilder
import PhraseTriggeringPostCommitBuilder
import InfluxDBCredentialsHelper
def now = new Date().format("MMddHHmmss", TimeZone.getTimeZone('UTC'))
// TODO(https://github.com/apache/beam/issues/20403): Skipping some cases because they are too slow.
def TESTS_TO_SKIP = [
'load-tests-python-dataflow-streaming-gbk-1',
'load-tests-python-dataflow-streaming-gbk-2',
'load-tests-python-dataflow-streaming-gbk-4',
'load-tests-python-dataflow-streaming-gbk-5',
]
def loadTestConfigurations = { mode, datasetName ->
[
[
title : 'GroupByKey Python Load test: 2GB of 10B records',
test : 'apache_beam.testing.load_tests.group_by_key_test',
runner : CommonTestProperties.Runner.DATAFLOW,
pipelineOptions: [
job_name : "load-tests-python-dataflow-${mode}-gbk-1-${now}",
project : 'apache-beam-testing',
region : 'us-central1',
temp_location : 'gs://temp-storage-for-perf-tests/loadtests',
publish_to_big_query : true,
metrics_dataset : datasetName,
metrics_table : "python_dataflow_${mode}_gbk_1",
influx_measurement : "python_${mode}_gbk_1",
input_options : '\'{"num_records": 200000000,' +
'"key_size": 1,' +
'"value_size": 9,' +
'"algorithm": "lcg"}\'',
iterations : 1,
fanout : 1,
num_workers : 5,
autoscaling_algorithm: 'NONE',
]
],
[
title : 'GroupByKey Python Load test: 2GB of 100B records',
test : 'apache_beam.testing.load_tests.group_by_key_test',
runner : CommonTestProperties.Runner.DATAFLOW,
pipelineOptions: [
job_name : "load-tests-python-dataflow-${mode}-gbk-2-${now}",
project : 'apache-beam-testing',
region : 'us-central1',
temp_location : 'gs://temp-storage-for-perf-tests/loadtests',
publish_to_big_query : true,
metrics_dataset : datasetName,
metrics_table : "python_dataflow_${mode}_gbk_2",
influx_measurement : "python_${mode}_gbk_2",
input_options : '\'{"num_records": 20000000,' +
'"key_size": 10,' +
'"value_size": 90,' +
'"algorithm": "lcg"}\'',
iterations : 1,
fanout : 1,
num_workers : 5,
autoscaling_algorithm: 'NONE',
]
],
[
title : 'GroupByKey Python Load test: 2GB of 100kB records',
test : 'apache_beam.testing.load_tests.group_by_key_test',
runner : CommonTestProperties.Runner.DATAFLOW,
pipelineOptions: [
job_name : "load-tests-python-dataflow-${mode}-gbk-3-${now}",
project : 'apache-beam-testing',
region : 'us-central1',
temp_location : 'gs://temp-storage-for-perf-tests/loadtests',
publish_to_big_query : true,
metrics_dataset : datasetName,
metrics_table : "python_dataflow_${mode}_gbk_3",
influx_measurement : "python_${mode}_gbk_3",
input_options : '\'{"num_records": 20000,' +
'"key_size": 10000,' +
'"value_size": 90000,' +
'"algorithm": "lcg"}\'',
iterations : 1,
fanout : 1,
num_workers : 5,
autoscaling_algorithm: 'NONE',
]
],
[
title : 'GroupByKey Python Load test: fanout 4 times with 2GB 10-byte records total',
test : 'apache_beam.testing.load_tests.group_by_key_test',
runner : CommonTestProperties.Runner.DATAFLOW,
pipelineOptions: [
job_name : "load-tests-python-dataflow-${mode}-gbk-4-${now}",
project : 'apache-beam-testing',
region : 'us-central1',
temp_location : 'gs://temp-storage-for-perf-tests/loadtests',
publish_to_big_query : true,
metrics_dataset : datasetName,
metrics_table : "python_dataflow_${mode}_gbk_4",
influx_measurement : "python_${mode}_gbk_4",
input_options : '\'{"num_records": 5000000,' +
'"key_size": 10,' +
'"value_size": 90,' +
'"algorithm": "lcg"}\'',
iterations : 1,
fanout : 4,
num_workers : 16,
autoscaling_algorithm: 'NONE',
]
],
[
title : 'GroupByKey Python Load test: fanout 8 times with 2GB 10-byte records total',
test : 'apache_beam.testing.load_tests.group_by_key_test',
runner : CommonTestProperties.Runner.DATAFLOW,
pipelineOptions: [
job_name : "load-tests-python-dataflow-${mode}-gbk-5-${now}",
project : 'apache-beam-testing',
region : 'us-central1',
temp_location : 'gs://temp-storage-for-perf-tests/loadtests',
publish_to_big_query : true,
metrics_dataset : datasetName,
metrics_table : "python_dataflow_${mode}_gbk_5",
influx_measurement : "python_${mode}_gbk_5",
input_options : '\'{"num_records": 2500000,' +
'"key_size": 10,' +
'"value_size": 90,' +
'"algorithm": "lcg"}\'',
iterations : 1,
fanout : 8,
num_workers : 16,
autoscaling_algorithm: 'NONE',
]
],
]
.each { test -> test.pipelineOptions.putAll(additionalPipelineArgs) }
.each { test -> (mode != 'streaming') ?: addStreamingOptions(test) }
.collectMany { test ->
TESTS_TO_SKIP.any { element -> test.pipelineOptions.job_name.startsWith(element) } ? []: [test]
}
}
def addStreamingOptions(test) {
test.pipelineOptions << [
streaming: null,
// Use the new Dataflow runner, which offers improved efficiency of Dataflow jobs.
// See https://cloud.google.com/dataflow/docs/guides/deploying-a-pipeline#dataflow-runner-v2
// for more details.
experiments: 'use_runner_v2',
]
}
def loadTestJob = { scope, triggeringContext, mode ->
def datasetName = loadTestsBuilder.getBigQueryDataset('load_test', triggeringContext)
loadTestsBuilder.loadTests(scope, CommonTestProperties.SDK.PYTHON,
loadTestConfigurations(mode, datasetName), 'GBK', mode)
}
PhraseTriggeringPostCommitBuilder.postCommitJob(
'beam_LoadTests_Python_GBK_Dataflow_Batch',
'Run Load Tests Python GBK Dataflow Batch',
'Load Tests Python GBK Dataflow Batch suite',
this
) {
additionalPipelineArgs = [:]
loadTestJob(delegate, CommonTestProperties.TriggeringContext.PR, 'batch')
}
CronJobBuilder.cronJob('beam_LoadTests_Python_GBK_Dataflow_Batch', 'H H * * *', this) {
additionalPipelineArgs = [
influx_db_name: InfluxDBCredentialsHelper.InfluxDBDatabaseName,
influx_hostname: InfluxDBCredentialsHelper.InfluxDBHostUrl,
]
loadTestJob(delegate, CommonTestProperties.TriggeringContext.POST_COMMIT, 'batch')
}
PhraseTriggeringPostCommitBuilder.postCommitJob(
'beam_LoadTests_Python_GBK_Dataflow_Streaming',
'Run Load Tests Python GBK Dataflow Streaming',
'Load Tests Python GBK Dataflow Streaming suite',
this
) {
additionalPipelineArgs = [:]
loadTestJob(delegate, CommonTestProperties.TriggeringContext.PR, 'streaming')
}
CronJobBuilder.cronJob('beam_LoadTests_Python_GBK_Dataflow_Streaming', 'H H * * *', this) {
additionalPipelineArgs = [
influx_db_name: InfluxDBCredentialsHelper.InfluxDBDatabaseName,
influx_hostname: InfluxDBCredentialsHelper.InfluxDBHostUrl,
]
loadTestJob(delegate, CommonTestProperties.TriggeringContext.POST_COMMIT, 'streaming')
}