sdks/python/apache_beam/examples/complete/tfidf_it_test.py

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"""End-to-end test for  TF-IDF example."""

# pytype: skip-file

import logging
import re
import unittest
import uuid

import pytest

from apache_beam.examples.complete import tfidf
from apache_beam.testing.test_pipeline import TestPipeline
from apache_beam.testing.test_utils import create_file
from apache_beam.testing.test_utils import read_files_from_pattern

EXPECTED_RESULTS = set([
    ('ghi', '1.txt', 0.3662040962227032), ('abc', '1.txt', 0.0),
    ('abc', '3.txt', 0.0), ('abc', '2.txt', 0.0),
    ('def', '1.txt', 0.13515503603605478), ('def', '2.txt', 0.2027325540540822)
])

EXPECTED_LINE_RE = r'\(u?\'([a-z]*)\', \(\'.*([0-9]\.txt)\', (.*)\)\)'


class TfIdfIT(unittest.TestCase):
  @pytest.mark.examples_postcommit
  @pytest.mark.sickbay_flink
  def test_basics(self):
    test_pipeline = TestPipeline(is_integration_test=True)

    # Setup the files with expected content.
    temp_location = test_pipeline.get_option('temp_location')
    input_folder = '/'.join([temp_location, str(uuid.uuid4())])
    create_file('/'.join([input_folder, '1.txt']), 'abc def ghi')
    create_file('/'.join([input_folder, '2.txt']), 'abc def')
    create_file('/'.join([input_folder, '3.txt']), 'abc')
    output = '/'.join([temp_location, str(uuid.uuid4()), 'result'])

    extra_opts = {'uris': '%s/**' % input_folder, 'output': output}
    tfidf.run(
        test_pipeline.get_full_options_as_args(**extra_opts),
        save_main_session=False)

    # Parse result file and compare.
    results = []
    lines = read_files_from_pattern('%s*' % output).splitlines()
    for line in lines:
      match = re.search(EXPECTED_LINE_RE, line)
      logging.info('Result line: %s', line)
      if match is not None:
        results.append((match.group(1), match.group(2), float(match.group(3))))
    logging.info('Computed results: %s', set(results))
    self.assertEqual(set(results), EXPECTED_RESULTS)


if __name__ == '__main__':
  logging.getLogger().setLevel(logging.INFO)
  unittest.main()