| /* |
| * 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 CronJobBuilder |
| import InfluxDBCredentialsHelper |
| |
| def now = new Date().format("MMddHHmmss", TimeZone.getTimeZone('UTC')) |
| |
| def loadTestConfigurations = { mode, datasetName -> |
| [ |
| [ |
| title : 'CoGroupByKey Python Load test: 2GB of 100B records with a single key', |
| test : 'apache_beam.testing.load_tests.co_group_by_key_test', |
| runner : CommonTestProperties.Runner.DATAFLOW, |
| pipelineOptions: [ |
| project : 'apache-beam-testing', |
| region : 'us-central1', |
| job_name : "load-tests-python-dataflow-${mode}-cogbk-1-${now}", |
| temp_location : 'gs://temp-storage-for-perf-tests/loadtests', |
| publish_to_big_query : true, |
| metrics_dataset : datasetName, |
| metrics_table : "python_dataflow_${mode}_cogbk_1", |
| influx_measurement : "python_${mode}_cogbk_1", |
| input_options : '\'{' + |
| '"num_records": 20000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 1,' + |
| '"hot_key_fraction": 1}\'', |
| co_input_options : '\'{' + |
| '"num_records": 2000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 1000,' + |
| '"hot_key_fraction": 1}\'', |
| iterations : 1, |
| num_workers : 5, |
| autoscaling_algorithm: 'NONE' |
| ] |
| ], |
| [ |
| title : 'CoGroupByKey Python Load test: 2GB of 100B records with multiple keys', |
| test : 'apache_beam.testing.load_tests.co_group_by_key_test', |
| runner : CommonTestProperties.Runner.DATAFLOW, |
| pipelineOptions: [ |
| project : 'apache-beam-testing', |
| region : 'us-central1', |
| job_name : "load-tests-python-dataflow-${mode}-cogbk-2-${now}", |
| temp_location : 'gs://temp-storage-for-perf-tests/loadtests', |
| publish_to_big_query : true, |
| metrics_dataset : datasetName, |
| metrics_table : "python_dataflow_${mode}_cogbk_2", |
| influx_measurement : "python_${mode}_cogbk_2", |
| input_options : '\'{' + |
| '"num_records": 20000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 5,' + |
| '"hot_key_fraction": 1}\'', |
| co_input_options : '\'{' + |
| '"num_records": 2000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 1000,' + |
| '"hot_key_fraction": 1}\'', |
| iterations : 1, |
| num_workers : 5, |
| autoscaling_algorithm: 'NONE' |
| ] |
| ], |
| [ |
| title : 'CoGroupByKey Python Load test: reiterate 4 times 10kB values', |
| test : 'apache_beam.testing.load_tests.co_group_by_key_test', |
| runner : CommonTestProperties.Runner.DATAFLOW, |
| pipelineOptions: [ |
| project : 'apache-beam-testing', |
| region : 'us-central1', |
| job_name : "load-tests-python-dataflow-${mode}-cogbk-3-${now}", |
| temp_location : 'gs://temp-storage-for-perf-tests/loadtests', |
| publish_to_big_query : true, |
| metrics_dataset : datasetName, |
| metrics_table : "python_dataflow_${mode}_cogbk_3", |
| influx_measurement : "python_${mode}_cogbk_3", |
| input_options : '\'{' + |
| '"num_records": 20000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 200000,' + |
| '"hot_key_fraction": 1}\'', |
| co_input_options : '\'{' + |
| '"num_records": 2000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 1000,' + |
| '"hot_key_fraction": 1}\'', |
| iterations : 4, |
| num_workers : 5, |
| autoscaling_algorithm: 'NONE' |
| ] |
| ], |
| [ |
| title : 'CoGroupByKey Python Load test: reiterate 4 times 2MB values', |
| test : 'apache_beam.testing.load_tests.co_group_by_key_test', |
| runner : CommonTestProperties.Runner.DATAFLOW, |
| pipelineOptions: [ |
| project : 'apache-beam-testing', |
| region : 'us-central1', |
| job_name : "load-tests-python-dataflow-${mode}-cogbk-4-${now}", |
| temp_location : 'gs://temp-storage-for-perf-tests/loadtests', |
| publish_to_big_query : true, |
| metrics_dataset : datasetName, |
| metrics_table : "python_dataflow_${mode}_cogbk_4", |
| influx_measurement : "python_${mode}_cogbk_4", |
| input_options : '\'{' + |
| '"num_records": 20000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 1000,' + |
| '"hot_key_fraction": 1}\'', |
| co_input_options : '\'{' + |
| '"num_records": 2000000,' + |
| '"key_size": 10,' + |
| '"value_size": 90,' + |
| '"num_hot_keys": 1000,' + |
| '"hot_key_fraction": 1}\'', |
| iterations : 4, |
| num_workers : 5, |
| autoscaling_algorithm: 'NONE' |
| ] |
| ], |
| ] |
| .each { test -> test.pipelineOptions.putAll(additionalPipelineArgs) } |
| .each { test -> (mode != 'streaming') ?: addStreamingOptions(test) } |
| } |
| |
| def addStreamingOptions(test) { |
| // Use highmem workers to prevent out of memory issues. |
| test.pipelineOptions << [streaming: null, |
| worker_machine_type: 'n1-highmem-4' |
| ] |
| } |
| |
| def loadTestJob = { scope, triggeringContext, mode -> |
| def datasetName = loadTestsBuilder.getBigQueryDataset('load_test', triggeringContext) |
| loadTestsBuilder.loadTests(scope, CommonTestProperties.SDK.PYTHON, |
| loadTestConfigurations(mode, datasetName), 'CoGBK', mode) |
| } |
| |
| CronJobBuilder.cronJob('beam_LoadTests_Python_CoGBK_Dataflow_Batch', 'H 16 * * *', this) { |
| additionalPipelineArgs = [ |
| influx_db_name: InfluxDBCredentialsHelper.InfluxDBDatabaseName, |
| influx_hostname: InfluxDBCredentialsHelper.InfluxDBHostUrl, |
| ] |
| loadTestJob(delegate, CommonTestProperties.TriggeringContext.POST_COMMIT, 'batch') |
| } |
| |
| PhraseTriggeringPostCommitBuilder.postCommitJob( |
| 'beam_LoadTests_Python_CoGBK_Dataflow_Batch', |
| 'Run Load Tests Python CoGBK Dataflow Batch', |
| 'Load Tests Python CoGBK Dataflow Batch suite', |
| this |
| ) { |
| additionalPipelineArgs = [:] |
| loadTestJob(delegate, CommonTestProperties.TriggeringContext.PR, 'batch') |
| } |
| |
| CronJobBuilder.cronJob('beam_LoadTests_Python_CoGBK_Dataflow_Streaming', 'H 16 * * *', this) { |
| additionalPipelineArgs = [ |
| influx_db_name: InfluxDBCredentialsHelper.InfluxDBDatabaseName, |
| influx_hostname: InfluxDBCredentialsHelper.InfluxDBHostUrl, |
| ] |
| loadTestJob(delegate, CommonTestProperties.TriggeringContext.POST_COMMIT, 'streaming') |
| } |
| |
| PhraseTriggeringPostCommitBuilder.postCommitJob( |
| 'beam_LoadTests_Python_CoGBK_Dataflow_Streaming', |
| 'Run Load Tests Python CoGBK Dataflow Streaming', |
| 'Load Tests Python CoGBK Dataflow Streaming suite', |
| this |
| ) { |
| additionalPipelineArgs = [:] |
| loadTestJob(delegate, CommonTestProperties.TriggeringContext.PR, 'streaming') |
| } |
