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research/object_detection/metrics/lvis_tools_test.py

Summary

Maintainability
C
1 day
Test Coverage

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

    masks = np.array(
        [[[1, 1,], [1, 1]],
         [[0, 0], [0, 1]],
         [[0, 0], [0, 0]]], dtype=np.uint8)
Severity: Major
Found in research/object_detection/metrics/lvis_tools_test.py and 5 other locations - About 1 hr to fix
research/object_detection/core/preprocessor_test.py on lines 1726..1730
research/object_detection/metrics/coco_tools_test.py on lines 217..220
research/object_detection/metrics/coco_tools_test.py on lines 240..243
research/object_detection/metrics/lvis_tools_test.py on lines 125..128
research/object_detection/utils/shape_utils_test.py on lines 389..394

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 48.

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

    masks = np.array(
        [[[1, 1,], [1, 1]],
         [[0, 0], [0, 1]],
         [[0, 0], [0, 0]]], dtype=np.uint8)
Severity: Major
Found in research/object_detection/metrics/lvis_tools_test.py and 5 other locations - About 1 hr to fix
research/object_detection/core/preprocessor_test.py on lines 1726..1730
research/object_detection/metrics/coco_tools_test.py on lines 217..220
research/object_detection/metrics/coco_tools_test.py on lines 240..243
research/object_detection/metrics/lvis_tools_test.py on lines 102..105
research/object_detection/utils/shape_utils_test.py on lines 389..394

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 48.

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.assertTrue(np.all(np.equal(mask.decode(
          mask_annotation['segmentation']), masks[i])))
Severity: Major
Found in research/object_detection/metrics/lvis_tools_test.py and 4 other locations - About 1 hr to fix
research/object_detection/metrics/coco_tools_test.py on lines 233..234
research/object_detection/metrics/coco_tools_test.py on lines 266..267
research/object_detection/metrics/coco_tools_test.py on lines 285..286
research/object_detection/metrics/lvis_tools_test.py on lines 149..150

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 40.

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.assertTrue(np.all(np.equal(mask.decode(
          annotation['segmentation']), masks[i])))
Severity: Major
Found in research/object_detection/metrics/lvis_tools_test.py and 4 other locations - About 1 hr to fix
research/object_detection/metrics/coco_tools_test.py on lines 233..234
research/object_detection/metrics/coco_tools_test.py on lines 266..267
research/object_detection/metrics/coco_tools_test.py on lines 285..286
research/object_detection/metrics/lvis_tools_test.py on lines 118..119

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 40.

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

    mask2 = np.pad(
        np.ones([50, 50], dtype=np.uint8),
        ((50, 156), (50, 156)), mode='constant')
Severity: Major
Found in research/object_detection/metrics/lvis_tools_test.py and 1 other location - About 1 hr to fix
research/object_detection/metrics/lvis_tools_test.py on lines 27..29

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 40.

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

    mask1 = np.pad(
        np.ones([100, 100], dtype=np.uint8),
        ((100, 56), (100, 56)), mode='constant')
Severity: Major
Found in research/object_detection/metrics/lvis_tools_test.py and 1 other location - About 1 hr to fix
research/object_detection/metrics/lvis_tools_test.py on lines 30..32

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 40.

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.assertTrue(np.all(np.isclose(annotation['bbox'], lvis_boxes[i])))
Severity: Major
Found in research/object_detection/metrics/lvis_tools_test.py and 7 other locations - About 40 mins to fix
research/object_detection/metrics/coco_tools_test.py on lines 214..214
research/object_detection/metrics/coco_tools_test.py on lines 268..268
research/object_detection/metrics/coco_tools_test.py on lines 287..287
research/object_detection/metrics/coco_tools_test.py on lines 324..324
research/object_detection/metrics/coco_tools_test.py on lines 348..348
research/object_detection/metrics/coco_tools_test.py on lines 390..390
research/object_detection/metrics/coco_tools_test.py on lines 393..393

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 34.

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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