lookout.style.format.utils
¶
Commonly used utils.
Module Contents¶
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class
lookout.style.format.utils.
FakeDataStub
(files:Iterable[File])¶ Fake data source.
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GetFiles
(self, _)¶ Return sequence of files.
Parameters: _ – noop. Returns: sequence of files.
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lookout.style.format.utils.
generate_comment
(filename:str, confidence:int, line:int, text:str)¶ Generate comment.
Parameters: - filename – filename.
- confidence – confidence of comment. Should be in range [0, 100].
- line – line number for comment. Expecting 1-based indexing. If 0 - comment for the whole file.
- text – comment text.
Returns: generated comment.
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lookout.style.format.utils.
get_classification_report
(y_pred:numpy.ndarray, y_true:numpy.ndarray, target_names:Sequence[str])¶ Colllect the main information that is needed for quality report generation.
Parameters: - y_pred – predicted target values.
- y_true – true targets.
- target_names – labels to names mapping.
Returns: Dictionary with the report information inside.