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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.
#
"""Tests for the Java external transforms."""
import argparse
import logging
import subprocess
import sys
from typing import Optional
import grpc
from mock import patch
import apache_beam as beam
from apache_beam.options.pipeline_options import PipelineOptions
from apache_beam.testing.test_pipeline import TestPipeline
from apache_beam.testing.util import assert_that
from apache_beam.testing.util import equal_to
from apache_beam.transforms.external import ImplicitSchemaPayloadBuilder
from apache_beam.utils import subprocess_server
# Protect against environments where apitools library is not available.
# pylint: disable=wrong-import-order, wrong-import-position
try:
from apache_beam.runners.dataflow.internal import apiclient as _apiclient
except ImportError:
apiclient = None
else:
apiclient = _apiclient
# pylint: enable=wrong-import-order, wrong-import-position
class JavaExternalTransformTest(object):
# This will be overwritten if set via a flag.
expansion_service_jar: Optional[str] = None
expansion_service_port: Optional[int] = None
class _RunWithExpansion(object):
def __init__(self):
self._server = None
def __enter__(self):
if not (JavaExternalTransformTest.expansion_service_jar or
JavaExternalTransformTest.expansion_service_port):
raise RuntimeError('No expansion service jar or port provided.')
JavaExternalTransformTest.expansion_service_port = (
JavaExternalTransformTest.expansion_service_port or 8091)
jar = JavaExternalTransformTest.expansion_service_jar
port = JavaExternalTransformTest.expansion_service_port
# Start the java server and wait for it to be ready.
if jar:
java = subprocess_server.JavaHelper.get_java()
self._server = subprocess.Popen([java, '-jar', jar, str(port)])
address = 'localhost:%s' % str(port)
with grpc.insecure_channel(address) as channel:
grpc.channel_ready_future(channel).result()
def __exit__(self, type, value, traceback):
if self._server:
self._server.kill()
self._server = None
@staticmethod
def test_java_expansion_dataflow():
if apiclient is None:
return
# This test does not actually running the pipeline in Dataflow. It just
# tests the translation to a Dataflow job request.
with patch.object(apiclient.DataflowApplicationClient,
'create_job') as mock_create_job:
with JavaExternalTransformTest._RunWithExpansion():
pipeline_options = PipelineOptions([
'--runner=DataflowRunner',
'--project=dummyproject',
'--region=some-region1',
'--experiments=beam_fn_api',
'--temp_location=gs://dummybucket/'
])
# Run a simple count-filtered-letters pipeline.
JavaExternalTransformTest.run_pipeline(
pipeline_options,
JavaExternalTransformTest.expansion_service_port,
False)
mock_args = mock_create_job.call_args_list
assert mock_args
args, kwargs = mock_args[0]
job = args[0]
job_str = '%s' % job
assert 'beam:transforms:xlang:filter_less_than_eq' in job_str
@staticmethod
def run_pipeline_with_expansion_service(pipeline_options):
with JavaExternalTransformTest._RunWithExpansion():
# Run a simple count-filtered-letters pipeline.
JavaExternalTransformTest.run_pipeline(
pipeline_options,
JavaExternalTransformTest.expansion_service_port,
True)
@staticmethod
def run_pipeline(pipeline_options, expansion_service, wait_until_finish=True):
# The actual definitions of these transforms is in
# org.apache.beam.sdk.util.construction.TestExpansionService.
TEST_COUNT_URN = "beam:transforms:xlang:count"
TEST_FILTER_URN = "beam:transforms:xlang:filter_less_than_eq"
# Run a simple count-filtered-letters pipeline.
p = TestPipeline(options=pipeline_options)
if isinstance(expansion_service, int):
# Only the port was specified.
expansion_service = 'localhost:%s' % str(expansion_service)
res = (
p
| beam.Create(list('aaabccxyyzzz'))
| beam.Map(str)
| beam.ExternalTransform(
TEST_FILTER_URN,
ImplicitSchemaPayloadBuilder({'data': 'middle'}),
expansion_service)
| beam.ExternalTransform(TEST_COUNT_URN, None, expansion_service)
# Map(lambda) produces a label formatted like this, but it cannot be
# changed without breaking update compat. Here, we pin to the transform
# name used in the 2.68 release to avoid breaking changes when the line
# number changes. Context: https://github.com/apache/beam/pull/36381
| "Map(<lambda at external_java.py:148>)" >>
beam.Map(lambda kv: '%s: %s' % kv))
assert_that(res, equal_to(['a: 3', 'b: 1', 'c: 2']))
result = p.run()
if wait_until_finish:
result.wait_until_finish()
if __name__ == '__main__':
logging.getLogger().setLevel(logging.INFO)
parser = argparse.ArgumentParser()
parser.add_argument('--expansion_service_jar')
parser.add_argument('--expansion_service_port')
parser.add_argument('--expansion_service_target')
parser.add_argument('--expansion_service_target_appendix')
known_args, pipeline_args = parser.parse_known_args(sys.argv)
if known_args.expansion_service_jar:
JavaExternalTransformTest.expansion_service_jar = (
known_args.expansion_service_jar)
JavaExternalTransformTest.expansion_service_port = int(
known_args.expansion_service_port)
pipeline_options = PipelineOptions(pipeline_args)
JavaExternalTransformTest.run_pipeline_with_expansion_service(
pipeline_options)
elif known_args.expansion_service_target:
pipeline_options = PipelineOptions(pipeline_args)
JavaExternalTransformTest.run_pipeline(
pipeline_options,
beam.transforms.external.BeamJarExpansionService(
known_args.expansion_service_target,
gradle_appendix=known_args.expansion_service_target_appendix))
else:
raise RuntimeError(
"--expansion_service_jar or --expansion_service_target "
"should be provided.")