tensorflow/tensorflow

File summary_ops_test.py has 1383 lines of code (exceeds 250 allowed). Consider refactoring.

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# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
#
# Licensed 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

SummaryOpsCoreTest has 45 functions (exceeds 20 allowed). Consider refactoring.

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class SummaryOpsCoreTest(test_util.TensorFlowTestCase):

  def testWrite(self):
    logdir = self.get_temp_dir()
    with context.eager_mode():

SummaryOpsTest has 26 functions (exceeds 20 allowed). Consider refactoring.

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class SummaryOpsTest(test_util.TensorFlowTestCase):

  def tearDown(self):
    summary_ops.trace_off()
    super().tearDown()

Identical blocks of code found in 2 locations. Consider refactoring.

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    with context.eager_mode():
      class Model(module.Module):

        def __init__(self, model_dir):
          self._writer = summary_ops.create_file_writer_v2(

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Identical blocks of code found in 2 locations. Consider refactoring.

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    with context.eager_mode():

      class Model(module.Module):

        def __init__(self, model_dir):

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Similar blocks of code found in 2 locations. Consider refactoring.

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  @test_util.run_v2_only
  def testRunMetadata_wholeRunMetadata(self):
    expected_run_metadata = """
      step_stats {
        dev_stats {

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  @test_util.run_v2_only
  def testRunMetadataGraph_runMetadataFragment(self):
    expected_run_metadata = """
      function_graphs {
        pre_optimization_graph {

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Similar blocks of code found in 2 locations. Consider refactoring.

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  @test_util.run_v2_only
  def testRunMetadataGraph_usesNameAsTag(self):
    meta = config_pb2.RunMetadata()

    with ops.name_scope('foo', skip_on_eager=False):

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Similar blocks of code found in 2 locations. Consider refactoring.

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  @test_util.run_v2_only
  def testRunMetadata_usesNameAsTag(self):
    meta = config_pb2.RunMetadata()

    with ops.name_scope('foo', skip_on_eager=False):

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Similar blocks of code found in 2 locations. Consider refactoring.

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  def run_metadata(self, *args, **kwargs):
    assert context.executing_eagerly()
    logdir = self.get_temp_dir()
    writer = summary_ops.create_file_writer_v2(logdir)
    with writer.as_default():

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Similar blocks of code found in 2 locations. Consider refactoring.

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  def run_metadata_graphs(self, *args, **kwargs):
    assert context.executing_eagerly()
    logdir = self.get_temp_dir()
    writer = summary_ops.create_file_writer_v2(logdir)
    with writer.as_default():

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Similar blocks of code found in 2 locations. Consider refactoring.

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def events_from_logdir(logdir):
  """Returns all events in the single eventfile in logdir.

  Args:
    logdir: The directory in which the single event file is sought.

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Similar blocks of code found in 2 locations. Consider refactoring.

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  @test_util.run_v2_only
  def testRunMetadata_summaryMetadata(self):
    expected_summary_metadata = """
      plugin_data {
        plugin_name: "graph_run_metadata"

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Similar blocks of code found in 2 locations. Consider refactoring.

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  @test_util.run_v2_only
  def testRunMetadataGraph_summaryMetadata(self):
    expected_summary_metadata = """
      plugin_data {
        plugin_name: "graph_run_metadata_graph"

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Similar blocks of code found in 2 locations. Consider refactoring.

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  @test_util.run_v2_only
  def testRunMetadataGraph_usesDefaultStep(self):
    meta = config_pb2.RunMetadata()
    try:
      summary_ops.set_step(42)

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Similar blocks of code found in 2 locations. Consider refactoring.

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  @test_util.run_v2_only
  def testRunMetadata_usesDefaultStep(self):
    meta = config_pb2.RunMetadata()
    try:
      summary_ops.set_step(42)

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Similar blocks of code found in 2 locations. Consider refactoring.

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def events_from_file(filepath):
  """Returns all events in a single event file.

  Args:
    filepath: Path to the event file.

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Similar blocks of code found in 2 locations. Consider refactoring.

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    @def_function.function
    def f1():
      if not hasattr(f1, 'writer'):
        f1.writer = summary_ops.create_file_writer_v2(logdir)
      with f1.writer.as_default():

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Similar blocks of code found in 2 locations. Consider refactoring.

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    @def_function.function
    def f2():
      if not hasattr(f2, 'writer'):
        f2.writer = summary_ops.create_file_writer_v2(logdir)
      with f2.writer.as_default():

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Identical blocks of code found in 6 locations. Consider refactoring.

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    @def_function.function
    def f():
      x = constant_op.constant(2)
      y = constant_op.constant(3)
      return x**y

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Identical blocks of code found in 6 locations. Consider refactoring.

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    @def_function.function
    def f():
      x = constant_op.constant(2)
      y = constant_op.constant(3)
      return x**y

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Identical blocks of code found in 6 locations. Consider refactoring.

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    @def_function.function
    def f():
      x = constant_op.constant(2)
      y = constant_op.constant(3)
      return x**y

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Identical blocks of code found in 6 locations. Consider refactoring.

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    @def_function.function
    def f():
      x = constant_op.constant(2)
      y = constant_op.constant(3)
      return x**y

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Identical blocks of code found in 6 locations. Consider refactoring.

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    @def_function.function
    def f():
      x = constant_op.constant(2)
      y = constant_op.constant(3)
      return x**y

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Identical blocks of code found in 6 locations. Consider refactoring.

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    @def_function.function
    def f():
      x = constant_op.constant(2)
      y = constant_op.constant(3)
      return x**y

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Similar blocks of code found in 2 locations. Consider refactoring.

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    with test.mock.patch.object(logging, 'warn') as mock_log:
      f()
      self.assertRegex(
          str(mock_log.call_args), 'Cannot export trace inside a tf.function.')

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Similar blocks of code found in 2 locations. Consider refactoring.

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    with test.mock.patch.object(logging, 'warn') as mock_log:
      f()
      self.assertRegex(
          str(mock_log.call_args), 'Cannot enable trace inside a tf.function.')

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Similar blocks of code found in 4 locations. Consider refactoring.

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      with summary_ops.summary_scope('bar') as (tag, scope):
        self.assertEqual('foo/bar', tag)
        self.assertEqual('foo/bar/', scope)

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Similar blocks of code found in 4 locations. Consider refactoring.

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      with summary_ops.summary_scope('with/slash') as (tag, scope):
        self.assertEqual('foo/with/slash', tag)
        self.assertEqual('foo/with/slash/', scope)

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Similar blocks of code found in 4 locations. Consider refactoring.

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      with ops.name_scope(None, skip_on_eager=False):
        with summary_ops.summary_scope('unnested') as (tag, scope):
          self.assertEqual('unnested', tag)
          self.assertEqual('unnested/', scope)

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Similar blocks of code found in 4 locations. Consider refactoring.

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    with summary_ops.summary_scope('f?o?o') as (tag, scope):
      self.assertEqual('f?o?o', tag)
      self.assertEqual('foo/', scope)

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Similar blocks of code found in 2 locations. Consider refactoring.

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      self.assertListEqual([1, 2, 3, 2, 4], [e.step for e in events[1:]])

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Similar blocks of code found in 2 locations. Consider refactoring.

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      self.assertListEqual([1, 1, 2, 1, 3], [e.step for e in events[1:]])

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