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job_LoadTests_GBK_Flink_Python.groovy
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job_LoadTests_GBK_Flink_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 CommonJobProperties as commonJobProperties
import CommonTestProperties
import LoadTestsBuilder as loadTestsBuilder
import PhraseTriggeringPostCommitBuilder
import Flink
import Docker
String now = new Date().format("MMddHHmmss", TimeZone.getTimeZone('UTC'))
def scenarios = { datasetName, sdkHarnessImageTag -> [
[
title : 'Load test: 2GB of 10B records',
test : 'apache_beam.testing.load_tests.group_by_key_test:GroupByKeyTest.testGroupByKey',
runner : CommonTestProperties.Runner.PORTABLE,
pipelineOptions: [
job_name : "load_tests_Python_Flink_Batch_GBK_1_${now}",
publish_to_big_query: false,
project : 'apache-beam-testing',
metrics_dataset : datasetName,
metrics_table : "python_flink_batch_GBK_1",
input_options : '\'{"num_records": 200000000,"key_size": 1,"value_size":9}\'',
iterations : 1,
fanout : 1,
parallelism : 5,
job_endpoint : 'localhost:8099',
environment_config : sdkHarnessImageTag,
environment_type : 'DOCKER'
]
],
[
title : 'Load test: 2GB of 100B records',
test : 'apache_beam.testing.load_tests.group_by_key_test:GroupByKeyTest.testGroupByKey',
runner : CommonTestProperties.Runner.PORTABLE,
pipelineOptions: [
job_name : "load_tests_Python_Flink_Batch_GBK_2_${now}",
publish_to_big_query: false,
project : 'apache-beam-testing',
metrics_dataset : datasetName,
metrics_table : "python_flink_batch_GBK_2",
input_options : '\'{"num_records": 20000000,"key_size": 10,"value_size":90}\'',
iterations : 1,
fanout : 1,
parallelism : 5,
job_endpoint : 'localhost:8099',
environment_config : sdkHarnessImageTag,
environment_type : 'DOCKER'
]
],
[
title : 'Load test: 2GB of 100kB records',
test : 'apache_beam.testing.load_tests.group_by_key_test:GroupByKeyTest.testGroupByKey',
runner : CommonTestProperties.Runner.PORTABLE,
pipelineOptions: [
job_name : "load_tests_Python_Flink_Batch_GBK_3_${now}",
publish_to_big_query: false,
project : 'apache-beam-testing',
metrics_dataset : datasetName,
metrics_table : "python_flink_batch_GBK_3",
input_options : '\'{"num_records": 2000,"key_size": 100000,"value_size":900000}\'',
iterations : 1,
fanout : 1,
parallelism : 5,
job_endpoint : 'localhost:8099',
environment_config : sdkHarnessImageTag,
environment_type : 'DOCKER'
]
],
[
title : 'Load test: fanout 4 times with 2GB 10-byte records total',
test : 'apache_beam.testing.load_tests.group_by_key_test:GroupByKeyTest.testGroupByKey',
runner : CommonTestProperties.Runner.PORTABLE,
pipelineOptions: [
job_name : "load_tests_Python_Flink_Batch_GBK_4_${now}",
publish_to_big_query: false,
project : 'apache-beam-testing',
metrics_dataset : datasetName,
metrics_table : "python_flink_batch_GBK_4",
input_options : '\'{"num_records": 5000000,"key_size": 10,"value_size":90}\'',
iterations : 1,
fanout : 4,
parallelism : 16,
job_endpoint : 'localhost:8099',
environment_config : sdkHarnessImageTag,
environment_type : 'DOCKER'
]
],
[
title : 'Load test: fanout 8 times with 2GB 10-byte records total',
test : 'apache_beam.testing.load_tests.group_by_key_test:GroupByKeyTest.testGroupByKey',
runner : CommonTestProperties.Runner.PORTABLE,
pipelineOptions: [
job_name : "load_tests_Python_Flink_Batch_GBK_5_${now}",
publish_to_big_query: false,
project : 'apache-beam-testing',
metrics_dataset : datasetName,
metrics_table : "python_flink_batch_GBK_5",
input_options : '\'{"num_records": 2500000,"key_size": 10,"value_size":90}\'',
iterations : 1,
fanout : 8,
parallelism : 16,
job_endpoint : 'localhost:8099',
environment_config : sdkHarnessImageTag,
environment_type : 'DOCKER'
]
],
[
title : 'Load test: reiterate 4 times 10kB values',
test : 'apache_beam.testing.load_tests.group_by_key_test:GroupByKeyTest.testGroupByKey',
runner : CommonTestProperties.Runner.PORTABLE,
pipelineOptions: [
job_name : "load_tests_Python_Flink_Batch_GBK_6_${now}",
publish_to_big_query: false,
project : 'apache-beam-testing',
metrics_dataset : datasetName,
metrics_table : "python_flink_batch_GBK_6",
input_options : '\'{"num_records": 20000000,"key_size": 10,"value_size":90, "num_hot_keys": 200, "hot_key_fraction": 1}\'',
iterations : 4,
fanout : 1,
parallelism : 5,
job_endpoint : 'localhost:8099',
environment_config : sdkHarnessImageTag,
environment_type : 'DOCKER'
]
],
[
title : 'Load test: reiterate 4 times 2MB values',
test : 'apache_beam.testing.load_tests.group_by_key_test:GroupByKeyTest.testGroupByKey',
runner : CommonTestProperties.Runner.PORTABLE,
pipelineOptions: [
job_name : "load_tests_Python_Flink_Batch_GBK_7_${now}",
publish_to_big_query: false,
project : 'apache-beam-testing',
metrics_dataset : datasetName,
metrics_table : "python_flink_batch_GBK_7",
input_options : '\'{"num_records": 20000000,"key_size": 10,"value_size":90, "num_hot_keys": 10, "hot_key_fraction": 1}\'',
iterations : 4,
fanout : 1,
parallelism : 5,
job_endpoint : 'localhost:8099',
environment_config : sdkHarnessImageTag,
environment_type : 'DOCKER'
]
]
]}
def loadTest = { scope, triggeringContext ->
Docker publisher = new Docker(scope, loadTestsBuilder.DOCKER_CONTAINER_REGISTRY)
def sdk = CommonTestProperties.SDK.PYTHON
String pythonHarnessImageTag = publisher.getFullImageName('python2.7_sdk')
def datasetName = loadTestsBuilder.getBigQueryDataset('load_test', triggeringContext)
def numberOfWorkers = 16
List<Map> testScenarios = scenarios(datasetName, pythonHarnessImageTag)
publisher.publish(':sdks:python:container:py2:docker', 'python2.7_sdk')
publisher.publish(':runners:flink:1.9:job-server-container:docker', 'flink-job-server')
def flink = new Flink(scope, 'beam_LoadTests_Python_GBK_Flink_Batch')
flink.setUp([pythonHarnessImageTag], numberOfWorkers, publisher.getFullImageName('flink-job-server'))
def configurations = testScenarios.findAll { it.pipelineOptions?.parallelism?.value == numberOfWorkers }
loadTestsBuilder.loadTests(scope, sdk, configurations, "GBK", "batch")
numberOfWorkers = 5
flink.scaleCluster(numberOfWorkers)
configurations = testScenarios.findAll { it.pipelineOptions?.parallelism?.value == numberOfWorkers }
loadTestsBuilder.loadTests(scope, sdk, configurations, "GBK", "batch")
}
PhraseTriggeringPostCommitBuilder.postCommitJob(
'beam_LoadTests_Python_GBK_Flink_Batch',
'Run Load Tests Python GBK Flink Batch',
'Load Tests Python GBK Flink Batch suite',
this
) {
loadTest(delegate, CommonTestProperties.TriggeringContext.PR)
}
CronJobBuilder.cronJob('beam_LoadTests_Python_GBK_Flink_Batch', 'H 12 * * *', this) {
loadTest(delegate, CommonTestProperties.TriggeringContext.POST_COMMIT)
}