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official/vision/evaluation/panoptic_quality_evaluator_test.py

Summary

Maintainability
C
1 day
Test Coverage

Similar blocks of code found in 28 locations. Consider refactoring.
Open

    groundtruth_instance_mask = np.array([
        [1, 1, 1, 1, 1, 1],
        [1, 1, 1, 1, 1, 1],
        [1, 1, 2, 2, 2, 1],
        [1, 2, 2, 2, 2, 1],
Severity: Major
Found in official/vision/evaluation/panoptic_quality_evaluator_test.py and 27 other locations - About 3 hrs to fix
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 37..45
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 70..78
official/vision/evaluation/panoptic_quality_test.py on lines 33..41
official/vision/evaluation/panoptic_quality_test.py on lines 72..80
official/vision/evaluation/panoptic_quality_test.py on lines 112..121
official/vision/evaluation/panoptic_quality_test.py on lines 123..132
official/vision/evaluation/panoptic_quality_test.py on lines 167..176
official/vision/evaluation/panoptic_quality_test.py on lines 197..205
official/vision/evaluation/panoptic_quality_test.py on lines 207..215
official/vision/evaluation/panoptic_quality_test.py on lines 247..255
official/vision/evaluation/panoptic_quality_test.py on lines 256..264
official/vision/evaluation/panoptic_quality_test.py on lines 265..273
research/deeplab/evaluation/panoptic_quality_test.py on lines 47..55
research/deeplab/evaluation/panoptic_quality_test.py on lines 71..79
research/deeplab/evaluation/panoptic_quality_test.py on lines 98..107
research/deeplab/evaluation/panoptic_quality_test.py on lines 108..117
research/deeplab/evaluation/panoptic_quality_test.py on lines 136..145
research/deeplab/evaluation/panoptic_quality_test.py on lines 160..168
research/deeplab/evaluation/panoptic_quality_test.py on lines 169..177
research/deeplab/evaluation/panoptic_quality_test.py on lines 196..204
research/deeplab/evaluation/panoptic_quality_test.py on lines 205..213
research/deeplab/evaluation/panoptic_quality_test.py on lines 214..222
research/deeplab/evaluation/panoptic_quality_test.py on lines 278..286
research/deeplab/evaluation/panoptic_quality_test.py on lines 287..295
research/deeplab/evaluation/panoptic_quality_test.py on lines 306..314
research/deeplab/evaluation/parsing_covering_test.py on lines 47..55
research/deeplab/evaluation/parsing_covering_test.py on lines 71..79

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 66.

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 28 locations. Consider refactoring.
Open

    good_det_instance_mask = np.array([
        [1, 1, 1, 1, 1, 1],
        [1, 1, 1, 1, 1, 1],
        [1, 2, 2, 2, 2, 1],
        [1, 2, 2, 2, 1, 1],
Severity: Major
Found in official/vision/evaluation/panoptic_quality_evaluator_test.py and 27 other locations - About 3 hrs to fix
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 27..35
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 70..78
official/vision/evaluation/panoptic_quality_test.py on lines 33..41
official/vision/evaluation/panoptic_quality_test.py on lines 72..80
official/vision/evaluation/panoptic_quality_test.py on lines 112..121
official/vision/evaluation/panoptic_quality_test.py on lines 123..132
official/vision/evaluation/panoptic_quality_test.py on lines 167..176
official/vision/evaluation/panoptic_quality_test.py on lines 197..205
official/vision/evaluation/panoptic_quality_test.py on lines 207..215
official/vision/evaluation/panoptic_quality_test.py on lines 247..255
official/vision/evaluation/panoptic_quality_test.py on lines 256..264
official/vision/evaluation/panoptic_quality_test.py on lines 265..273
research/deeplab/evaluation/panoptic_quality_test.py on lines 47..55
research/deeplab/evaluation/panoptic_quality_test.py on lines 71..79
research/deeplab/evaluation/panoptic_quality_test.py on lines 98..107
research/deeplab/evaluation/panoptic_quality_test.py on lines 108..117
research/deeplab/evaluation/panoptic_quality_test.py on lines 136..145
research/deeplab/evaluation/panoptic_quality_test.py on lines 160..168
research/deeplab/evaluation/panoptic_quality_test.py on lines 169..177
research/deeplab/evaluation/panoptic_quality_test.py on lines 196..204
research/deeplab/evaluation/panoptic_quality_test.py on lines 205..213
research/deeplab/evaluation/panoptic_quality_test.py on lines 214..222
research/deeplab/evaluation/panoptic_quality_test.py on lines 278..286
research/deeplab/evaluation/panoptic_quality_test.py on lines 287..295
research/deeplab/evaluation/panoptic_quality_test.py on lines 306..314
research/deeplab/evaluation/parsing_covering_test.py on lines 47..55
research/deeplab/evaluation/parsing_covering_test.py on lines 71..79

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 66.

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 28 locations. Consider refactoring.
Open

    bad_det_instance_mask = np.array([
        [1, 1, 1, 1, 1, 1],
        [1, 1, 1, 1, 1, 1],
        [1, 1, 1, 2, 2, 1],
        [1, 1, 1, 2, 2, 1],
Severity: Major
Found in official/vision/evaluation/panoptic_quality_evaluator_test.py and 27 other locations - About 3 hrs to fix
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 27..35
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 37..45
official/vision/evaluation/panoptic_quality_test.py on lines 33..41
official/vision/evaluation/panoptic_quality_test.py on lines 72..80
official/vision/evaluation/panoptic_quality_test.py on lines 112..121
official/vision/evaluation/panoptic_quality_test.py on lines 123..132
official/vision/evaluation/panoptic_quality_test.py on lines 167..176
official/vision/evaluation/panoptic_quality_test.py on lines 197..205
official/vision/evaluation/panoptic_quality_test.py on lines 207..215
official/vision/evaluation/panoptic_quality_test.py on lines 247..255
official/vision/evaluation/panoptic_quality_test.py on lines 256..264
official/vision/evaluation/panoptic_quality_test.py on lines 265..273
research/deeplab/evaluation/panoptic_quality_test.py on lines 47..55
research/deeplab/evaluation/panoptic_quality_test.py on lines 71..79
research/deeplab/evaluation/panoptic_quality_test.py on lines 98..107
research/deeplab/evaluation/panoptic_quality_test.py on lines 108..117
research/deeplab/evaluation/panoptic_quality_test.py on lines 136..145
research/deeplab/evaluation/panoptic_quality_test.py on lines 160..168
research/deeplab/evaluation/panoptic_quality_test.py on lines 169..177
research/deeplab/evaluation/panoptic_quality_test.py on lines 196..204
research/deeplab/evaluation/panoptic_quality_test.py on lines 205..213
research/deeplab/evaluation/panoptic_quality_test.py on lines 214..222
research/deeplab/evaluation/panoptic_quality_test.py on lines 278..286
research/deeplab/evaluation/panoptic_quality_test.py on lines 287..295
research/deeplab/evaluation/panoptic_quality_test.py on lines 306..314
research/deeplab/evaluation/parsing_covering_test.py on lines 47..55
research/deeplab/evaluation/parsing_covering_test.py on lines 71..79

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 66.

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 2 locations. Consider refactoring.
Open

                                  [((28 / 30 + 6 / 8) + (27 / 32)) / 3])
Severity: Minor
Found in official/vision/evaluation/panoptic_quality_evaluator_test.py and 1 other location - About 55 mins to fix
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 85..85

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 37.

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 2 locations. Consider refactoring.
Open

                                  [((28 / 30 + 6 / 8) + (27 / 32)) / 2 / 2])
Severity: Minor
Found in official/vision/evaluation/panoptic_quality_evaluator_test.py and 1 other location - About 55 mins to fix
official/vision/evaluation/panoptic_quality_evaluator_test.py on lines 88..88

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 37.

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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