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Similar blocks of code found in 5 locations. Consider refactoring.
Open

    log_probs = tf.concat([tf.zeros([self.rollout - 1, batch_size]),
                           log_probs], 0)
Severity: Major
Found in research/pcl_rl/objective.py and 4 other locations - About 30 mins to fix
research/pcl_rl/objective.py on lines 212..213
research/pcl_rl/objective.py on lines 214..215
research/pcl_rl/objective.py on lines 224..225
research/pcl_rl/objective.py on lines 226..227

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 6 locations. Consider refactoring.
Open

      tf.summary.histogram('tx%d' % i, self.egomotion[:, i, 0])
Severity: Major
Found in research/vid2depth/model.py and 5 other locations - About 30 mins to fix
research/vid2depth/model.py on lines 290..290
research/vid2depth/model.py on lines 291..291
research/vid2depth/model.py on lines 292..292
research/vid2depth/model.py on lines 293..293
research/vid2depth/model.py on lines 294..294

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    self.kr_projection_layer = self.add_weight(
        "r/kernel",
        shape=[self.d_model, self.n_head, self.d_head],
        initializer=self.initializer)
Severity: Major
Found in official/legacy/xlnet/xlnet_modeling.py and 4 other locations - About 30 mins to fix
official/legacy/xlnet/xlnet_modeling.py on lines 280..283
official/legacy/xlnet/xlnet_modeling.py on lines 284..287
official/legacy/xlnet/xlnet_modeling.py on lines 292..295
official/legacy/xlnet/xlnet_modeling.py on lines 300..303

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    self.qh_projection_layer = self.add_weight(
        "q/kernel",
        shape=[self.d_model, self.n_head, self.d_head],
        initializer=self.initializer)
Severity: Major
Found in official/legacy/xlnet/xlnet_modeling.py and 4 other locations - About 30 mins to fix
official/legacy/xlnet/xlnet_modeling.py on lines 280..283
official/legacy/xlnet/xlnet_modeling.py on lines 284..287
official/legacy/xlnet/xlnet_modeling.py on lines 288..291
official/legacy/xlnet/xlnet_modeling.py on lines 300..303

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    expected_merged_classes = np.array(
        [[1, 0, 1, 0, 0], [0, 0, 0, 0, 1]], dtype=np.int32
Severity: Major
Found in official/vision/utils/ops_test.py and 4 other locations - About 30 mins to fix
official/vision/utils/ops_test.py on lines 47..48
research/attention_ocr/python/model_test.py on lines 288..289
research/object_detection/utils/ops_test.py on lines 1359..1360
research/object_detection/utils/ops_test.py on lines 1361..1362

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    if self._use_bn:
      self.bn = self._bn_base(
          momentum=self._norm_momentum,
          epsilon=self._norm_epsilon,
          axis=self._bn_axis,
Severity: Major
Found in official/projects/yolo/modeling/layers/nn_blocks.py and 4 other locations - About 30 mins to fix
official/vision/modeling/layers/nn_blocks_3d.py on lines 158..162
official/vision/modeling/layers/nn_blocks_3d.py on lines 173..177
official/vision/modeling/layers/nn_blocks_3d.py on lines 188..192
official/vision/modeling/layers/nn_blocks_3d.py on lines 203..207

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    ids = tf.constant([[17, 14, 21, 21, 24], [32, 24, 27, 21, 13]],
                      dtype=tf.int64)
Severity: Major
Found in research/attention_ocr/python/model_test.py and 4 other locations - About 30 mins to fix
official/vision/utils/ops_test.py on lines 44..45
official/vision/utils/ops_test.py on lines 47..48
research/object_detection/utils/ops_test.py on lines 1359..1360
research/object_detection/utils/ops_test.py on lines 1361..1362

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    rewards = tf.concat([tf.zeros([self.rollout - 1, batch_size]),
                         rewards], 0)
Severity: Major
Found in research/pcl_rl/objective.py and 4 other locations - About 30 mins to fix
research/pcl_rl/objective.py on lines 212..213
research/pcl_rl/objective.py on lines 222..223
research/pcl_rl/objective.py on lines 224..225
research/pcl_rl/objective.py on lines 226..227

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    self.kh_projection_layer = self.add_weight(
        "k/kernel",
        shape=[self.d_model, self.n_head, self.d_head],
        initializer=self.initializer)
Severity: Major
Found in official/legacy/xlnet/xlnet_modeling.py and 4 other locations - About 30 mins to fix
official/legacy/xlnet/xlnet_modeling.py on lines 284..287
official/legacy/xlnet/xlnet_modeling.py on lines 288..291
official/legacy/xlnet/xlnet_modeling.py on lines 292..295
official/legacy/xlnet/xlnet_modeling.py on lines 300..303

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    expected_merged_classes = np.array(
        [[1, 0, 1, 0, 0], [0, 0, 0, 0, 1]], dtype=np.int32)
Severity: Major
Found in research/object_detection/utils/ops_test.py and 4 other locations - About 30 mins to fix
official/vision/utils/ops_test.py on lines 44..45
official/vision/utils/ops_test.py on lines 47..48
research/attention_ocr/python/model_test.py on lines 288..289
research/object_detection/utils/ops_test.py on lines 1361..1362

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    self.assertEqual(
        timestamps[-1],
        context_feature_dict['clip/end/timestamp'].int64_list.value[0])
Severity: Major
Found in research/object_detection/dataset_tools/seq_example_util_test.py and 4 other locations - About 30 mins to fix
research/object_detection/dataset_tools/seq_example_util_test.py on lines 148..150
research/object_detection/dataset_tools/seq_example_util_test.py on lines 253..255
research/object_detection/dataset_tools/seq_example_util_test.py on lines 256..258
research/object_detection/dataset_tools/seq_example_util_test.py on lines 266..268

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    self.assertEqual(
        timestamps[0],
        context_feature_dict['clip/start/timestamp'].int64_list.value[0])
Severity: Major
Found in research/object_detection/dataset_tools/seq_example_util_test.py and 4 other locations - About 30 mins to fix
research/object_detection/dataset_tools/seq_example_util_test.py on lines 148..150
research/object_detection/dataset_tools/seq_example_util_test.py on lines 151..153
research/object_detection/dataset_tools/seq_example_util_test.py on lines 256..258
research/object_detection/dataset_tools/seq_example_util_test.py on lines 266..268

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    expected_merged_confidences = np.array(
        [[0.8, 0, 0.1, 0, 0], [0, 0, 0, 0, 0.2]], dtype=np.float32)
Severity: Major
Found in research/object_detection/utils/ops_test.py and 4 other locations - About 30 mins to fix
official/vision/utils/ops_test.py on lines 44..45
official/vision/utils/ops_test.py on lines 47..48
research/attention_ocr/python/model_test.py on lines 288..289
research/object_detection/utils/ops_test.py on lines 1359..1360

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    self.assertEqual(
        context_feature_length[0],
        context_feature_dict[
Severity: Major
Found in research/object_detection/dataset_tools/seq_example_util_test.py and 4 other locations - About 30 mins to fix
research/object_detection/dataset_tools/seq_example_util_test.py on lines 148..150
research/object_detection/dataset_tools/seq_example_util_test.py on lines 151..153
research/object_detection/dataset_tools/seq_example_util_test.py on lines 253..255
research/object_detection/dataset_tools/seq_example_util_test.py on lines 256..258

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    expected_merged_confidences = np.array(
        [[0.8, 0, 0.1, 0, 0], [0, 0, 0, 0, 0.2]], dtype=np.float32
Severity: Major
Found in official/vision/utils/ops_test.py and 4 other locations - About 30 mins to fix
official/vision/utils/ops_test.py on lines 44..45
research/attention_ocr/python/model_test.py on lines 288..289
research/object_detection/utils/ops_test.py on lines 1359..1360
research/object_detection/utils/ops_test.py on lines 1361..1362

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    relative_log_probs = tf.concat([tf.zeros([self.rollout - 1, batch_size]),
                                    relative_log_probs], 0)
Severity: Major
Found in research/pcl_rl/objective.py and 4 other locations - About 30 mins to fix
research/pcl_rl/objective.py on lines 212..213
research/pcl_rl/objective.py on lines 214..215
research/pcl_rl/objective.py on lines 222..223
research/pcl_rl/objective.py on lines 224..225

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 5 locations. Consider refactoring.
Open

    prev_log_probs = tf.concat([tf.zeros([self.rollout - 1, batch_size]),
                                prev_log_probs], 0)
Severity: Major
Found in research/pcl_rl/objective.py and 4 other locations - About 30 mins to fix
research/pcl_rl/objective.py on lines 212..213
research/pcl_rl/objective.py on lines 214..215
research/pcl_rl/objective.py on lines 222..223
research/pcl_rl/objective.py on lines 226..227

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

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

  def _split_output_tensor(self, tensor):
    transposed_tensor = tf.transpose(tensor, [2, 0, 1])
    return tf.unstack(transposed_tensor)
Severity: Minor
Found in official/nlp/modeling/networks/span_labeling.py and 1 other location - About 30 mins to fix
official/projects/qat/nlp/modeling/networks/span_labeling.py on lines 106..108

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

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

def _has_exclude_patterns(name, exclude_patterns):
  """Checks if a string contains substrings that match patterns to exclude."""
  for p in exclude_patterns:
    if p in name:
      return True
Severity: Minor
Found in official/projects/mobilebert/tf2_model_checkpoint_converter.py and 1 other location - About 30 mins to fix
official/nlp/tools/tf1_bert_checkpoint_converter_lib.py on lines 75..80

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

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

      anchors_list = anchor_generator.generate(feature_map_shape_list=[(
          tf.constant(1, dtype=tf.int32), tf.constant(2, dtype=tf.int32))])
Severity: Minor
Found in research/object_detection/anchor_generators/multiple_grid_anchor_generator_test.py and 1 other location - About 30 mins to fix
research/object_detection/anchor_generators/multiple_grid_anchor_generator_test.py on lines 112..114

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

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