github.com/apache/beam/sdks/v2@v2.48.2/python/apache_beam/testing/test_utils.py

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"""Utility methods for testing

For internal use only; no backwards-compatibility guarantees.
"""

# pytype: skip-file

import hashlib
import importlib
import os
import shutil
import tempfile

from apache_beam.io.filesystems import FileSystems
from apache_beam.utils import retry

DEFAULT_HASHING_ALG = 'sha1'


class TempDir(object):
  """Context Manager to create and clean-up a temporary directory."""
  def __init__(self):
    self._tempdir = tempfile.mkdtemp()

  def __enter__(self):
    return self

  def __exit__(self, *args):
    if os.path.exists(self._tempdir):
      shutil.rmtree(self._tempdir)

  def get_path(self):
    """Returns the path to the temporary directory."""
    return self._tempdir

  def create_temp_file(self, suffix='', lines=None):
    """Creates a temporary file in the temporary directory.

    Args:
      suffix (str): The filename suffix of the temporary file (e.g. '.txt')
      lines (List[str]): A list of lines that will be written to the temporary
        file.
    Returns:
      The name of the temporary file created.
    """
    with tempfile.NamedTemporaryFile(delete=False,
                                     dir=self._tempdir,
                                     suffix=suffix) as f:
      if lines:
        for line in lines:
          f.write(line)

      return f.name


def compute_hash(content, hashing_alg=DEFAULT_HASHING_ALG):
  """Compute a hash value of a list of objects by hashing their string
  representations."""
  content = [
      str(x).encode('utf-8') if not isinstance(x, bytes) else x for x in content
  ]
  content.sort()
  m = hashlib.new(hashing_alg)
  for elem in content:
    m.update(elem)
  return m.hexdigest()


def patch_retry(testcase, module):
  """A function to patch retry module to use mock clock and logger.

  Clock and logger that defined in retry decorator will be replaced in test
  in order to skip sleep phase when retry happens.

  Args:
    testcase: An instance of unittest.TestCase that calls this function to
      patch retry module.
    module: The module that uses retry and need to be replaced with mock
      clock and logger in test.
  """
  # Import mock here to avoid execution time errors for other utilities
  from mock import Mock
  from mock import patch

  real_retry_with_exponential_backoff = retry.with_exponential_backoff

  def patched_retry_with_exponential_backoff(**kwargs):
    """A patch for retry decorator to use a mock dummy clock and logger."""
    kwargs.update(logger=Mock(), clock=Mock())
    return real_retry_with_exponential_backoff(**kwargs)

  patch.object(
      retry,
      'with_exponential_backoff',
      side_effect=patched_retry_with_exponential_backoff).start()

  # Reload module after patching.
  importlib.reload(module)

  def remove_patches():
    patch.stopall()
    # Reload module again after removing patch.
    importlib.reload(module)

  testcase.addCleanup(remove_patches)


@retry.with_exponential_backoff(
    num_retries=3, retry_filter=retry.retry_on_beam_io_error_filter)
def delete_files(file_paths):
  """A function to clean up files or directories using ``FileSystems``.

  Glob is supported in file path and directories will be deleted recursively.

  Args:
    file_paths: A list of strings contains file paths or directories.
  """
  if len(file_paths) == 0:
    raise RuntimeError('Clean up failed. Invalid file path: %s.' % file_paths)
  FileSystems.delete(file_paths)


def cleanup_subscriptions(sub_client, subs):
  """Cleanup PubSub subscriptions if exist."""
  for sub in subs:
    sub_client.delete_subscription(subscription=sub.name)


def cleanup_topics(pub_client, topics):
  """Cleanup PubSub topics if exist."""
  for topic in topics:
    pub_client.delete_topic(topic=topic.name)


class PullResponseMessage(object):
  """Data representing a pull request response.

  Utility class for ``create_pull_response``.
  """
  def __init__(
      self,
      data,
      attributes=None,
      publish_time_secs=None,
      publish_time_nanos=None,
      ack_id=None):
    self.data = data
    self.attributes = attributes
    self.publish_time_secs = publish_time_secs
    self.publish_time_nanos = publish_time_nanos
    self.ack_id = ack_id


def create_pull_response(responses):
  """Create an instance of ``google.cloud.pubsub.types.ReceivedMessage``.

  Used to simulate the response from pubsub.SubscriberClient().pull().

  Args:
    responses: list of ``PullResponseMessage``

  Returns:
    An instance of ``google.cloud.pubsub.types.PullResponse`` populated with
    responses.
  """
  from google.cloud import pubsub
  from google.protobuf import timestamp_pb2

  res = pubsub.types.PullResponse()
  for response in responses:
    received_message = pubsub.types.ReceivedMessage()

    message = received_message.message
    message.data = response.data
    if response.attributes is not None:
      for k, v in response.attributes.items():
        message.attributes[k] = v

    publish_time = timestamp_pb2.Timestamp()
    if response.publish_time_secs is not None:
      publish_time.seconds = response.publish_time_secs
    if response.publish_time_nanos is not None:
      publish_time.nanos = response.publish_time_nanos
    message.publish_time = publish_time

    if response.ack_id is not None:
      received_message.ack_id = response.ack_id

    res.received_messages.append(received_message)

  return res


def create_file(path, contents):
  """Create a file to use as input to test pipelines"""
  with FileSystems.create(path) as f:
    f.write(str.encode(contents, 'utf-8'))
  return path


def read_files_from_pattern(file_pattern):
  """Reads the files that match a pattern"""
  metadata_list = FileSystems.match([file_pattern])[0].metadata_list
  output = []
  for metadata in metadata_list:
    with FileSystems.open(metadata.path) as f:
      output.append(f.read().decode('utf-8').strip())
  return '\n'.join(output)