Sign upLogin

tensorflow/models

View on GitHub
Star

Showing 11,634 of 11,634 total issues

Identical blocks of code found in 3 locations. Consider refactoring.
Open

  for flag_name in required_flags:
    if not getattr(FLAGS, flag_name):
      raise ValueError('Flag --{} is required'.format(flag_name))
Severity: Minor
Found in research/object_detection/metrics/offline_eval_map_corloc.py and 2 other locations - About 30 mins to fix
research/object_detection/dataset_tools/create_oid_tf_record.py on lines 73..75
research/object_detection/inference/infer_detections.py on lines 61..63

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 3 locations. Consider refactoring.
Open

    def add_and_check_endpoint(endpoint_name, net):
      end_points[endpoint_name] = net
      return final_endpoint and (endpoint_name == final_endpoint)
Severity: Minor
Found in research/deeplab/core/nas_network.py and 2 other locations - About 30 mins to fix
research/slim/nets/nasnet/nasnet.py on lines 465..467
research/slim/nets/nasnet/pnasnet.py on lines 96..98

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 3 locations. Consider refactoring.
Open

  original_image_shape_float = tf.gather(
      tf.dtypes.cast(tf.shape(image), tf.float32), [0, 1])
Severity: Minor
Found in research/delf/delf/python/training/model/export_model_utils.py and 2 other locations - About 30 mins to fix
research/delf/delf/python/training/model/export_model_utils.py on lines 216..217
research/delf/delf/python/training/model/export_model_utils.py on lines 316..317

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 3 locations. Consider refactoring.
Open

  def add_and_check_endpoint(endpoint_name, net):
    end_points[endpoint_name] = net
    return final_endpoint and (endpoint_name == final_endpoint)
Severity: Minor
Found in research/slim/nets/nasnet/pnasnet.py and 2 other locations - About 30 mins to fix
research/deeplab/core/nas_network.py on lines 157..159
research/slim/nets/nasnet/nasnet.py on lines 465..467

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 3 locations. Consider refactoring.
Open

  original_image_shape_float = tf.gather(
      tf.dtypes.cast(tf.shape(image), tf.float32), [0, 1])
Severity: Minor
Found in research/delf/delf/python/training/model/export_model_utils.py and 2 other locations - About 30 mins to fix
research/delf/delf/python/training/model/export_model_utils.py on lines 64..65
research/delf/delf/python/training/model/export_model_utils.py on lines 316..317

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 3 locations. Consider refactoring.
Open

    self._depth_fn = lambda d: max(
        int(d * self._depth_multiplier), self._min_depth)
Severity: Minor
Found in research/object_detection/models/ssd_mobilenet_v2_fpn_keras_feature_extractor.py and 2 other locations - About 30 mins to fix
research/object_detection/models/ssd_mobilenet_v1_fpn_keras_feature_extractor.py on lines 155..156
research/object_detection/models/ssd_resnet_v1_fpn_keras_feature_extractor.py on lines 152..153

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 3 locations. Consider refactoring.
Open

    self.assertEqual(
        example['video_matrix'].shape.as_list(),
        [batch_size, expected_num_frames, sum(params.feature_sizes)],
Severity: Minor
Found in official/projects/yt8m/dataloaders/yt8m_input_test.py and 2 other locations - About 30 mins to fix
official/projects/yt8m/dataloaders/yt8m_input_test.py on lines 139..141
official/projects/yt8m/dataloaders/yt8m_input_test.py on lines 236..238

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 3 locations. Consider refactoring.
Open

  def add_and_check_endpoint(endpoint_name, net):
    end_points[endpoint_name] = net
    return final_endpoint and (endpoint_name == final_endpoint)
Severity: Minor
Found in research/slim/nets/nasnet/nasnet.py and 2 other locations - About 30 mins to fix
research/deeplab/core/nas_network.py on lines 157..159
research/slim/nets/nasnet/pnasnet.py on lines 96..98

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 3 locations. Consider refactoring.
Open

  original_image_shape_float = tf.gather(
      tf.dtypes.cast(tf.shape(image), tf.float32), [0, 1])
Severity: Minor
Found in research/delf/delf/python/training/model/export_model_utils.py and 2 other locations - About 30 mins to fix
research/delf/delf/python/training/model/export_model_utils.py on lines 64..65
research/delf/delf/python/training/model/export_model_utils.py on lines 216..217

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 3 locations. Consider refactoring.
Open

    data_augmentation_options = [
        (preprocessor.resize_image, {
            'new_height': 20,
            'new_width': 20,
            'method': tf.image.ResizeMethod.NEAREST_NEIGHBOR
Severity: Minor
Found in research/object_detection/inputs_test.py and 2 other locations - About 30 mins to fix
research/object_detection/inputs_test.py on lines 748..754
research/object_detection/inputs_test.py on lines 814..820

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 3 locations. Consider refactoring.
Open

      weights_multiple = tf.concat(
          [tf.ones_like(weights_shape), tf.constant([3])],
Severity: Minor
Found in research/object_detection/core/losses_test.py and 2 other locations - About 30 mins to fix
research/object_detection/core/losses_test.py on lines 982..983
research/object_detection/core/losses_test.py on lines 1016..1017

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 3 locations. Consider refactoring.
Open

    data_augmentation_options = [
        (preprocessor.resize_image, {
            'new_height': 20,
            'new_width': 20,
            'method': tf.image.ResizeMethod.NEAREST_NEIGHBOR
Severity: Minor
Found in research/object_detection/inputs_test.py and 2 other locations - About 30 mins to fix
research/object_detection/inputs_test.py on lines 721..727
research/object_detection/inputs_test.py on lines 814..820

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 8 locations. Consider refactoring.
Open

    if groundtruth_area is not None and not groundtruth_area.shape[0]:
      groundtruth_area = None
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 7 other locations - About 30 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 126..127
research/object_detection/metrics/coco_evaluation.py on lines 128..129
research/object_detection/metrics/coco_evaluation.py on lines 130..131
research/object_detection/metrics/coco_evaluation.py on lines 132..134
research/object_detection/metrics/coco_evaluation.py on lines 203..204
research/object_detection/metrics/coco_evaluation.py on lines 1038..1039
research/object_detection/metrics/lvis_evaluation.py on lines 148..149

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 8 locations. Consider refactoring.
Open

    if groundtruth_is_crowd is not None and not groundtruth_is_crowd.shape[0]:
      groundtruth_is_crowd = None
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 7 other locations - About 30 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 128..129
research/object_detection/metrics/coco_evaluation.py on lines 130..131
research/object_detection/metrics/coco_evaluation.py on lines 132..134
research/object_detection/metrics/coco_evaluation.py on lines 203..204
research/object_detection/metrics/coco_evaluation.py on lines 1038..1039
research/object_detection/metrics/coco_evaluation.py on lines 1040..1041
research/object_detection/metrics/lvis_evaluation.py on lines 148..149

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 8 locations. Consider refactoring.
Open

    if groundtruth_keypoint_visibilities is not None and not groundtruth_keypoint_visibilities.shape[
        0]:
      groundtruth_keypoint_visibilities = None
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 7 other locations - About 30 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 126..127
research/object_detection/metrics/coco_evaluation.py on lines 128..129
research/object_detection/metrics/coco_evaluation.py on lines 130..131
research/object_detection/metrics/coco_evaluation.py on lines 203..204
research/object_detection/metrics/coco_evaluation.py on lines 1038..1039
research/object_detection/metrics/coco_evaluation.py on lines 1040..1041
research/object_detection/metrics/lvis_evaluation.py on lines 148..149

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 8 locations. Consider refactoring.
Open

    self._assertProtoEqual(
        example.features.feature['image/filename'].bytes_list.value,
        [six.b(image_file_name)])
Severity: Major
Found in research/object_detection/dataset_tools/create_pascal_tf_record_test.py and 7 other locations - About 30 mins to fix
research/object_detection/dataset_tools/create_coco_tf_record_test.py on lines 100..102
research/object_detection/dataset_tools/create_coco_tf_record_test.py on lines 167..169
research/object_detection/dataset_tools/create_coco_tf_record_test.py on lines 276..278
research/object_detection/dataset_tools/create_coco_tf_record_test.py on lines 393..395
research/object_detection/dataset_tools/create_kitti_tf_record_test.py on lines 77..79
research/object_detection/dataset_tools/create_kitti_tf_record_test.py on lines 80..82
research/object_detection/dataset_tools/create_pascal_tf_record_test.py on lines 85..87

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 8 locations. Consider refactoring.
Open

    if groundtruth_is_crowd is not None and not groundtruth_is_crowd.shape[0]:
      groundtruth_is_crowd = None
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 7 other locations - About 30 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 126..127
research/object_detection/metrics/coco_evaluation.py on lines 128..129
research/object_detection/metrics/coco_evaluation.py on lines 130..131
research/object_detection/metrics/coco_evaluation.py on lines 132..134
research/object_detection/metrics/coco_evaluation.py on lines 203..204
research/object_detection/metrics/coco_evaluation.py on lines 1040..1041
research/object_detection/metrics/lvis_evaluation.py on lines 148..149

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 8 locations. Consider refactoring.
Open

    if groundtruth_area is not None and not groundtruth_area.shape[0]:
      groundtruth_area = None
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 7 other locations - About 30 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 126..127
research/object_detection/metrics/coco_evaluation.py on lines 130..131
research/object_detection/metrics/coco_evaluation.py on lines 132..134
research/object_detection/metrics/coco_evaluation.py on lines 203..204
research/object_detection/metrics/coco_evaluation.py on lines 1038..1039
research/object_detection/metrics/coco_evaluation.py on lines 1040..1041
research/object_detection/metrics/lvis_evaluation.py on lines 148..149

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 3 locations. Consider refactoring.
Open

    self.assertEqual(
        example['video_matrix'].shape.as_list(),
        [batch_size, expected_num_frames, sum(params.feature_sizes)],
Severity: Minor
Found in official/projects/yt8m/dataloaders/yt8m_input_test.py and 2 other locations - About 30 mins to fix
official/projects/yt8m/dataloaders/yt8m_input_test.py on lines 88..90
official/projects/yt8m/dataloaders/yt8m_input_test.py on lines 236..238

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 3 locations. Consider refactoring.
Open

  for flag_name in required_flags:
    if not getattr(FLAGS, flag_name):
      raise ValueError('Flag --{} is required'.format(flag_name))
Severity: Minor
Found in research/object_detection/inference/infer_detections.py and 2 other locations - About 30 mins to fix
research/object_detection/dataset_tools/create_oid_tf_record.py on lines 73..75
research/object_detection/metrics/offline_eval_map_corloc.py on lines 153..155

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

Severity
Category
Status
Source
Language