| # |
| # 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. |
| # |
| |
| """A runner for executing portable pipelines on Spark.""" |
| |
| # pytype: skip-file |
| |
| from __future__ import absolute_import |
| from __future__ import print_function |
| |
| import os |
| import re |
| import sys |
| import urllib |
| |
| from apache_beam.options import pipeline_options |
| from apache_beam.runners.portability import job_server |
| from apache_beam.runners.portability import portable_runner |
| from apache_beam.runners.portability import spark_uber_jar_job_server |
| |
| # https://spark.apache.org/docs/latest/submitting-applications.html#master-urls |
| LOCAL_MASTER_PATTERN = r'^local(\[.+\])?$' |
| |
| |
| class SparkRunner(portable_runner.PortableRunner): |
| def run_pipeline(self, pipeline, options): |
| spark_options = options.view_as(pipeline_options.SparkRunnerOptions) |
| portable_options = options.view_as(pipeline_options.PortableOptions) |
| if (re.match(LOCAL_MASTER_PATTERN, spark_options.spark_master_url) and |
| not portable_options.environment_type and |
| not portable_options.output_executable_path): |
| portable_options.environment_type = 'LOOPBACK' |
| return super(SparkRunner, self).run_pipeline(pipeline, options) |
| |
| def default_job_server(self, options): |
| spark_options = options.view_as(pipeline_options.SparkRunnerOptions) |
| if spark_options.spark_submit_uber_jar: |
| if sys.version_info < (3, 6): |
| raise ValueError( |
| 'spark_submit_uber_jar requires Python 3.6+, current version %s' % |
| sys.version) |
| if not spark_options.spark_rest_url: |
| raise ValueError('Option spark_rest_url must be set.') |
| return spark_uber_jar_job_server.SparkUberJarJobServer( |
| spark_options.spark_rest_url, options) |
| return job_server.StopOnExitJobServer(SparkJarJobServer(options)) |
| |
| def create_job_service_handle(self, job_service, options): |
| return portable_runner.JobServiceHandle( |
| job_service, |
| options, |
| retain_unknown_options=options.view_as( |
| pipeline_options.SparkRunnerOptions).spark_submit_uber_jar) |
| |
| |
| class SparkJarJobServer(job_server.JavaJarJobServer): |
| def __init__(self, options): |
| super(SparkJarJobServer, self).__init__(options) |
| options = options.view_as(pipeline_options.SparkRunnerOptions) |
| self._jar = options.spark_job_server_jar |
| self._master_url = options.spark_master_url |
| |
| def path_to_jar(self): |
| if self._jar: |
| if not os.path.exists(self._jar): |
| url = urllib.parse.urlparse(self._jar) |
| if not url.scheme: |
| raise ValueError( |
| 'Unable to parse jar URL "%s". If using a full URL, make sure ' |
| 'the scheme is specified. If using a local file path, make sure ' |
| 'the file exists; you may have to first build the job server ' |
| 'using `./gradlew runners:spark:job-server:shadowJar`.' % |
| self._jar) |
| return self._jar |
| else: |
| return self.path_to_beam_jar('runners:spark:job-server:shadowJar') |
| |
| def java_arguments( |
| self, job_port, artifact_port, expansion_port, artifacts_dir): |
| return [ |
| '--spark-master-url', |
| self._master_url, |
| '--artifacts-dir', |
| artifacts_dir, |
| '--job-port', |
| job_port, |
| '--artifact-port', |
| artifact_port, |
| '--expansion-port', |
| expansion_port |
| ] |