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

    expected_subset = [4 * [0.0], 4 * [2.0], 4 * [4.0]]
Severity: Major
Found in research/object_detection/core/box_list_ops_test.py and 4 other locations - About 35 mins to fix
research/object_detection/core/box_list_ops_test.py on lines 439..439
research/object_detection/core/box_list_ops_test.py on lines 453..453
research/object_detection/core/box_list_ops_test.py on lines 473..473
research/object_detection/core/box_list_ops_test.py on lines 510..510

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 33.

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

      for g, v in grads_and_vars:
        self.assertDeviceEqual(g.device, '/job:worker/device:GPU:0')
        self.assertDeviceEqual(v.device, '/job:ps/task:0/CPU:0')
Severity: Major
Found in research/slim/deployment/model_deploy_test.py and 4 other locations - About 35 mins to fix
research/slim/deployment/model_deploy_test.py on lines 352..354
research/slim/deployment/model_deploy_test.py on lines 378..380
research/slim/deployment/model_deploy_test.py on lines 405..407
research/slim/deployment/model_deploy_test.py on lines 433..435

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 33.

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

    with self.test_session() as sess:
      conv_w_coords = sess.run(
          conv_w_coords_tf, feed_dict={self.input_images: self.fake_images})
Severity: Major
Found in research/attention_ocr/python/model_test.py and 4 other locations - About 35 mins to fix
research/attention_ocr/python/model_test.py on lines 115..117
research/attention_ocr/python/model_test.py on lines 176..177
research/attention_ocr/python/model_test.py on lines 230..232
research/attention_ocr/python/model_test.py on lines 243..245

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 33.

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 mask_data.shape[0] != box_data.shape[0]:
      raise ValueError('There should be the same number of boxes and masks.')
Severity: Major
Found in research/object_detection/utils/np_box_mask_list.py and 4 other locations - About 35 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 1761..1762
research/object_detection/metrics/coco_evaluation.py on lines 1768..1769
research/object_detection/metrics/coco_evaluation.py on lines 1823..1824
research/object_detection/metrics/coco_evaluation.py on lines 1826..1827

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 33.

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 groundtruth_masks.shape[0] != groundtruth_classes.shape[0]:
      raise ValueError(
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 4 other locations - About 35 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 1761..1762
research/object_detection/metrics/coco_evaluation.py on lines 1768..1769
research/object_detection/metrics/coco_evaluation.py on lines 1826..1827
research/object_detection/utils/np_box_mask_list.py on lines 56..57

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 33.

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

      for g, v in grads_and_vars:
        self.assertDeviceEqual(g.device, '')
        self.assertDeviceEqual(v.device, 'CPU:0')
Severity: Major
Found in research/slim/deployment/model_deploy_test.py and 4 other locations - About 35 mins to fix
research/slim/deployment/model_deploy_test.py on lines 352..354
research/slim/deployment/model_deploy_test.py on lines 378..380
research/slim/deployment/model_deploy_test.py on lines 433..435
research/slim/deployment/model_deploy_test.py on lines 460..462

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 33.

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

    raw_boxes = {'4': tf.zeros(shape=[1, 4, 4, 4 * 5], dtype=tf.float32)}
Severity: Major
Found in official/vision/modeling/layers/detection_generator_test.py and 4 other locations - About 35 mins to fix
official/vision/modeling/layers/detection_generator_test.py on lines 399..399
official/vision/modeling/layers/detection_generator_test.py on lines 401..401
official/vision/modeling/layers/detection_generator_test.py on lines 420..420
official/vision/modeling/layers/detection_generator_test.py on lines 422..422

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 33.

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

    with self.test_session() as sess:
      scores_np = sess.run(
          scores, feed_dict={self.input_images: self.fake_images})
Severity: Major
Found in research/attention_ocr/python/model_test.py and 4 other locations - About 35 mins to fix
research/attention_ocr/python/model_test.py on lines 176..177
research/attention_ocr/python/model_test.py on lines 217..219
research/attention_ocr/python/model_test.py on lines 230..232
research/attention_ocr/python/model_test.py on lines 243..245

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 33.

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_output = np.array([[1, 1, 1, 0, 0],
                                [0, 1, 1, 1, 0],
                                [0, 0, 1, 1, 1]])
Severity: Major
Found in official/nlp/modeling/networks/xlnet_base_test.py and 4 other locations - About 35 mins to fix
official/legacy/transformer/model_utils_test.py on lines 27..27
official/legacy/transformer/model_utils_test.py on lines 34..34
official/nlp/modeling/networks/xlnet_base_test.py on lines 96..98
research/delf/delf/python/datasets/revisited_op/dataset_test.py on lines 159..160

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 33.

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_subset = [4 * [0.0], 4 * [2.0], 4 * [4.0]]
Severity: Major
Found in research/object_detection/core/box_list_ops_test.py and 4 other locations - About 35 mins to fix
research/object_detection/core/box_list_ops_test.py on lines 416..416
research/object_detection/core/box_list_ops_test.py on lines 439..439
research/object_detection/core/box_list_ops_test.py on lines 453..453
research/object_detection/core/box_list_ops_test.py on lines 473..473

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 33.

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 predicted_masks.shape[0] != predicted_classes.shape[0]:
      raise ValueError(
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 4 other locations - About 35 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 1761..1762
research/object_detection/metrics/coco_evaluation.py on lines 1768..1769
research/object_detection/metrics/coco_evaluation.py on lines 1823..1824
research/object_detection/utils/np_box_mask_list.py on lines 56..57

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 33.

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

    x = tf.constant([[1, 0, 0, 0, 2], [3, 4, 0, 0, 0], [0, 5, 6, 0, 7]])
Severity: Major
Found in official/legacy/transformer/model_utils_test.py and 4 other locations - About 35 mins to fix
official/legacy/transformer/model_utils_test.py on lines 34..34
official/nlp/modeling/networks/xlnet_base_test.py on lines 96..98
official/nlp/modeling/networks/xlnet_base_test.py on lines 108..110
research/delf/delf/python/datasets/revisited_op/dataset_test.py on lines 159..160

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 33.

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

    with self.test_session() as sess:
      conv_w_coords = sess.run(
          conv_w_coords_tf, feed_dict={self.input_images: self.fake_images})
Severity: Major
Found in research/attention_ocr/python/model_test.py and 4 other locations - About 35 mins to fix
research/attention_ocr/python/model_test.py on lines 115..117
research/attention_ocr/python/model_test.py on lines 176..177
research/attention_ocr/python/model_test.py on lines 217..219
research/attention_ocr/python/model_test.py on lines 230..232

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 33.

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

    x = tf.constant([[1, 0, 0, 0, 2], [3, 4, 0, 0, 0], [0, 5, 6, 0, 7]])
Severity: Major
Found in official/legacy/transformer/model_utils_test.py and 4 other locations - About 35 mins to fix
official/legacy/transformer/model_utils_test.py on lines 27..27
official/nlp/modeling/networks/xlnet_base_test.py on lines 96..98
official/nlp/modeling/networks/xlnet_base_test.py on lines 108..110
research/delf/delf/python/datasets/revisited_op/dataset_test.py on lines 159..160

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 33.

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 groundtruth_masks.shape[0] != crowd_gt_indices.shape[0]:
        raise ValueError(
Severity: Major
Found in research/object_detection/metrics/coco_evaluation.py and 4 other locations - About 35 mins to fix
research/object_detection/metrics/coco_evaluation.py on lines 1761..1762
research/object_detection/metrics/coco_evaluation.py on lines 1823..1824
research/object_detection/metrics/coco_evaluation.py on lines 1826..1827
research/object_detection/utils/np_box_mask_list.py on lines 56..57

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 33.

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

    anchor_boxes = {'4': tf.zeros(shape=[1, 4, 4, 4 * 2], dtype=tf.float32)}
Severity: Major
Found in official/vision/modeling/layers/detection_generator_test.py and 4 other locations - About 35 mins to fix
official/vision/modeling/layers/detection_generator_test.py on lines 399..399
official/vision/modeling/layers/detection_generator_test.py on lines 420..420
official/vision/modeling/layers/detection_generator_test.py on lines 421..421
official/vision/modeling/layers/detection_generator_test.py on lines 422..422

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 33.

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

    anchor_boxes = {'4': tf.zeros(shape=[1, 4, 4, 4 * 5], dtype=tf.float32)}
Severity: Major
Found in official/vision/modeling/layers/detection_generator_test.py and 4 other locations - About 35 mins to fix
official/vision/modeling/layers/detection_generator_test.py on lines 399..399
official/vision/modeling/layers/detection_generator_test.py on lines 401..401
official/vision/modeling/layers/detection_generator_test.py on lines 420..420
official/vision/modeling/layers/detection_generator_test.py on lines 421..421

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 33.

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_output = np.array([[1, 1, 1, 0, 0],
                                [1, 1, 1, 1, 0],
                                [1, 1, 1, 1, 1]])
Severity: Major
Found in official/nlp/modeling/networks/xlnet_base_test.py and 4 other locations - About 35 mins to fix
official/legacy/transformer/model_utils_test.py on lines 27..27
official/legacy/transformer/model_utils_test.py on lines 34..34
official/nlp/modeling/networks/xlnet_base_test.py on lines 108..110
research/delf/delf/python/datasets/revisited_op/dataset_test.py on lines 159..160

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 33.

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

  with tf.io.gfile.GFile(cmd_args.index_aggregation_config_path, 'r') as f:
    text_format.Merge(f.read(), index_config)
Severity: Major
Found in research/delf/delf/python/detect_to_retrieve/perform_retrieval.py and 4 other locations - About 35 mins to fix
research/delf/delf/python/delg/extract_features.py on lines 95..96
research/delf/delf/python/detect_to_retrieve/perform_retrieval.py on lines 132..133
research/object_detection/export_tflite_graph_tf2.py on lines 147..148
research/object_detection/exporter_main_v2.py on lines 154..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 33.

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_boxes = [4 * [0.0], 4 * [2.0], 4 * [4.0]]
Severity: Major
Found in research/object_detection/core/box_list_ops_test.py and 4 other locations - About 35 mins to fix
research/object_detection/core/box_list_ops_test.py on lines 416..416
research/object_detection/core/box_list_ops_test.py on lines 439..439
research/object_detection/core/box_list_ops_test.py on lines 453..453
research/object_detection/core/box_list_ops_test.py on lines 510..510

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 33.

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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