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new b1d9a82 [BEAM-7390] Add code snippet for Sample
new dfc814a Merge pull request #10174 from davidcavazos/sample-code
b1d9a82 is described below
commit b1d9a820a7a5dd9c977c8ae5977b827e75b99efa
Author: David Cavazos <[email protected]>
AuthorDate: Tue Nov 19 15:22:46 2019 -0800
[BEAM-7390] Add code snippet for Sample
---
.../snippets/transforms/aggregation/sample.py | 69 ++++++++++++++++++++++
.../snippets/transforms/aggregation/sample_test.py | 63 ++++++++++++++++++++
2 files changed, 132 insertions(+)
diff --git
a/sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample.py
b/sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample.py
new file mode 100644
index 0000000..d5abc37
--- /dev/null
+++ b/sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample.py
@@ -0,0 +1,69 @@
+# coding=utf-8
+#
+# 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.
+#
+
+from __future__ import absolute_import
+from __future__ import print_function
+
+
+def sample_fixed_size_globally(test=None):
+ # [START sample_fixed_size_globally]
+ import apache_beam as beam
+
+ with beam.Pipeline() as pipeline:
+ sample = (
+ pipeline
+ | 'Create produce' >> beam.Create([
+ '🍓 Strawberry',
+ '🥕 Carrot',
+ '🍆 Eggplant',
+ '🍅 Tomato',
+ '🥔 Potato',
+ ])
+ | 'Sample N elements' >> beam.combiners.Sample.FixedSizeGlobally(3)
+ | beam.Map(print)
+ )
+ # [END sample_fixed_size_globally]
+ if test:
+ test(sample)
+
+
+def sample_fixed_size_per_key(test=None):
+ # [START sample_fixed_size_per_key]
+ import apache_beam as beam
+
+ with beam.Pipeline() as pipeline:
+ samples_per_key = (
+ pipeline
+ | 'Create produce' >> beam.Create([
+ ('spring', '🍓'),
+ ('spring', '🥕'),
+ ('spring', '🍆'),
+ ('spring', '🍅'),
+ ('summer', '🥕'),
+ ('summer', '🍅'),
+ ('summer', '🌽'),
+ ('fall', '🥕'),
+ ('fall', '🍅'),
+ ('winter', '🍆'),
+ ])
+ | 'Samples per key' >> beam.combiners.Sample.FixedSizePerKey(3)
+ | beam.Map(print)
+ )
+ # [END sample_fixed_size_per_key]
+ if test:
+ test(samples_per_key)
diff --git
a/sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample_test.py
b/sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample_test.py
new file mode 100644
index 0000000..22cd656
--- /dev/null
+++
b/sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample_test.py
@@ -0,0 +1,63 @@
+# coding=utf-8
+#
+# 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.
+#
+
+from __future__ import absolute_import
+from __future__ import print_function
+
+import unittest
+
+import mock
+
+from apache_beam.examples.snippets.util import assert_matches_stdout
+from apache_beam.testing.test_pipeline import TestPipeline
+
+from . import sample
+
+
+def check_sample(actual):
+ expected = '''[START sample]
+['🥕 Carrot', '🍆 Eggplant', '🍅 Tomato']
+[END sample]'''.splitlines()[1:-1]
+ # The sampled elements are non-deterministic, so check the sample size.
+ assert_matches_stdout(actual, expected, lambda elements: len(elements))
+
+
+def check_samples_per_key(actual):
+ expected = '''[START samples_per_key]
+('spring', ['🍓', '🥕', '🍆'])
+('summer', ['🥕', '🍅', '🌽'])
+('fall', ['🥕', '🍅'])
+('winter', ['🍆'])
+[END samples_per_key]'''.splitlines()[1:-1]
+ # The sampled elements are non-deterministic, so check the sample size.
+ assert_matches_stdout(actual, expected, lambda pair: (pair[0], len(pair[1])))
+
+
[email protected]('apache_beam.Pipeline', TestPipeline)
[email protected](
+ 'apache_beam.examples.snippets.transforms.aggregation.sample.print', str)
+class SampleTest(unittest.TestCase):
+ def test_sample_fixed_size_globally(self):
+ sample.sample_fixed_size_globally(check_sample)
+
+ def test_sample_fixed_size_per_key(self):
+ sample.sample_fixed_size_per_key(check_samples_per_key)
+
+
+if __name__ == '__main__':
+ unittest.main()
