wordcount_minimal_test.py

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"""Test for the minimal wordcount example."""

import collections
import logging
import re
import tempfile
import unittest

from apache_beam.examples import wordcount_minimal


class WordCountMinimalTest(unittest.TestCase):
  """Unit test for wordcount_minimal example with direct runner."""

  SAMPLE_TEXT = 'a b c a b a\n aa bb cc aa bb aa'

  def create_temp_file(self, contents):
    with tempfile.NamedTemporaryFile(delete=False) as f:
      f.write(contents)
      return f.name

  def test_basics(self):
    temp_path = self.create_temp_file(self.SAMPLE_TEXT)
    expected_words = collections.defaultdict(int)
    for word in re.findall(r'\w+', self.SAMPLE_TEXT):
      expected_words[word] += 1
    wordcount_minimal.run([
        '--input=%s*' % temp_path,
        '--output=%s.result' % temp_path])
    # Parse result file and compare.
    results = []
    with open(temp_path + '.result-00000-of-00001') as result_file:
      for line in result_file:
        match = re.search(r'([a-z]+): ([0-9]+)', line)
        if match is not None:
          results.append((match.group(1), int(match.group(2))))
    self.assertEqual(sorted(results), sorted(expected_words.iteritems()))


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