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Added integration tests for GCSFileSystem (#28185)
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sdks/python/apache_beam/io/gcp/gcsfilesystem_integration_test.py
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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. | ||
# | ||
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"""Integration tests for gcsfilesystem module. | ||
Runs tests against Google Cloud Storage service. | ||
Instantiates a TestPipeline to get options such as GCP project name, but | ||
doesn't actually start a Beam pipeline or test any specific runner. | ||
To run these tests manually: | ||
./gradlew :sdks:python:test-suites:dataflow:integrationTest \ | ||
-Dtests=apache_beam.io.gcp.gcsfilesystem_integration_test:GcsFileSystemIntegrationTest # pylint: disable=line-too-long | ||
""" | ||
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# pytype: skip-file | ||
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import logging | ||
import unittest | ||
import uuid | ||
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import pytest | ||
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from apache_beam.io.filesystem import BeamIOError | ||
from apache_beam.io.filesystems import FileSystems | ||
from apache_beam.testing.test_pipeline import TestPipeline | ||
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try: | ||
from apache_beam.io.gcp.gcsfilesystem import GCSFileSystem | ||
fs_not_available = False | ||
except ImportError: | ||
fs_not_available = True # type: ignore | ||
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@unittest.skipIf(fs_not_available, 'GCP dependencies are not installed') | ||
class GcsFileSystemIntegrationTest(unittest.TestCase): | ||
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INPUT_FILE = 'gs://dataflow-samples/shakespeare/kinglear.txt' | ||
# Larger than 1MB to test maxBytesRewrittenPerCall. | ||
# Also needs to be in a different region than the dest to take effect. | ||
INPUT_FILE_LARGE = 'gs://apache-beam-samples-us-east1/wikipedia_edits/wiki_data-000000000000.json' # pylint: disable=line-too-long | ||
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def setUp(self): | ||
self.test_pipeline = TestPipeline(is_integration_test=True) | ||
self.runner_name = type(self.test_pipeline.runner).__name__ | ||
if self.runner_name != 'TestDataflowRunner': | ||
# This test doesn't run a pipeline, so it doesn't make sense to try it on | ||
# different runners. Running with TestDataflowRunner makes sense since | ||
# it uses GoogleCloudOptions such as 'project'. | ||
raise unittest.SkipTest('This test only runs with TestDataflowRunner.') | ||
self.project = self.test_pipeline.get_option('project') | ||
self.gcs_tempdir = ( | ||
self.test_pipeline.get_option('temp_location') + '/gcs_it-' + | ||
str(uuid.uuid4())) | ||
self.fs = GCSFileSystem(self.test_pipeline.get_pipeline_options()) | ||
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def tearDown(self): | ||
FileSystems.delete([self.gcs_tempdir + '/']) | ||
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def _verify_copy(self, src, dest): | ||
self.assertTrue(FileSystems.exists(src), 'src does not exist: %s' % src) | ||
self.assertTrue(FileSystems.exists(dest), 'dest does not exist: %s' % dest) | ||
src_checksum = self.fs.checksum(src) | ||
dest_checksum = self.fs.checksum(dest) | ||
self.assertEqual(src_checksum, dest_checksum) | ||
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def _verify_rename(self, src, dest): | ||
self.assertFalse(FileSystems.exists(src), 'file %s not renamed' % src) | ||
self.assertTrue(FileSystems.exists(dest), 'file not renamed to %s' % dest) | ||
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def _test_copy(self, name, max_bytes_rewritten_per_call=None, src=None): | ||
src = src or self.INPUT_FILE | ||
dest = self.gcs_tempdir + '/%s' % name | ||
extra_kwargs = {} | ||
if max_bytes_rewritten_per_call is not None: | ||
extra_kwargs['max_bytes_rewritten_per_call'] = ( | ||
max_bytes_rewritten_per_call) | ||
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self.fs.copy([src], [dest]) | ||
self._verify_copy(src, dest) | ||
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@pytest.mark.it_postcommit | ||
def test_copy(self): | ||
self._test_copy("test_copy") | ||
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@pytest.mark.it_postcommit | ||
def test_rename(self): | ||
num_copies = 10 | ||
srcs = [self.INPUT_FILE] * num_copies | ||
dests = [ | ||
self.gcs_tempdir + '/%s_%d' % (self.INPUT_FILE, i) | ||
for i in range(num_copies) | ||
] | ||
self.fs.copy(srcs, dests) | ||
new_names = [ | ||
self.gcs_tempdir + '/%s_%d' % ("renamed", i) for i in range(num_copies) | ||
] | ||
self.fs.rename(dests, new_names) | ||
for _old, _new in list(zip(dests, new_names)): | ||
self._verify_rename(_old, _new) | ||
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@pytest.mark.it_postcommit | ||
def test_rename_error(self): | ||
num_copies = 10 | ||
srcs = [self.INPUT_FILE] * num_copies | ||
dests = [ | ||
self.gcs_tempdir + '/%s_%d' % (self.INPUT_FILE, i) | ||
for i in range(num_copies) | ||
] | ||
self.fs.copy(srcs, dests) | ||
new_names = [ | ||
self.gcs_tempdir + '/%s_%d' % ("renamed", i) for i in range(num_copies) | ||
] | ||
# corrupt one of the destination names | ||
bad_name = self.gcs_tempdir + '/errorbadwrong' | ||
dests[int(num_copies / 2)] = bad_name | ||
with self.assertRaises(BeamIOError): | ||
self.fs.rename(dests, new_names) | ||
for _old, _new in list(zip(dests, new_names)): | ||
if _old != bad_name: | ||
self._verify_rename(_old, _new) | ||
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if __name__ == '__main__': | ||
logging.getLogger().setLevel(logging.INFO) | ||
unittest.main() |