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williamfzc/stagesepx

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stagesepx/classifier/keras.py

Summary

Maintainability
A
0 mins
Test Coverage

Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Open

            assert number_of_dir <= self.MODEL_DENSE, (
                f"dataset has {number_of_dir} classes (more than " + str(self.MODEL_DENSE) + "), please see "
Severity: Info
Found in stagesepx/classifier/keras.py by bandit

Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Open

        assert self._model, "model is empty"
Severity: Info
Found in stagesepx/classifier/keras.py by bandit

Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Open

        assert os.path.isfile(model_path), f"model file {model_path} not existed"
        # assert model data is empty
Severity: Info
Found in stagesepx/classifier/keras.py by bandit

Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Open

            assert p.is_dir(), f"{p} is not a valid directory"
            # validate: at least two classes
Severity: Info
Found in stagesepx/classifier/keras.py by bandit

Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Open

            assert (
                number_of_dir > 1
            ), f"dataset only contains one class. maybe some path errors happened: {p}?"

            # more than 6 classes?
Severity: Info
Found in stagesepx/classifier/keras.py by bandit

Function __init__ has 8 arguments (exceeds 4 allowed). Consider refactoring.
Wontfix

    def __init__(
Severity: Major
Found in stagesepx/classifier/keras.py - About 1 hr to fix

    Line too long (81 > 79 characters)
    Open

            assert os.path.isfile(model_path), f"model file {model_path} not existed"
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (88 > 79 characters)
    Open

                ), f"dataset only contains one class. maybe some path errors happened: {p}?"
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (84 > 79 characters)
    Open

                rescale=1.0 / 16, shear_range=0.2, zoom_range=0.2, validation_split=0.33
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (80 > 79 characters)
    Open

                    f"max score is lower than {self.score_threshold}, unknown class"
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (109 > 79 characters)
    Open

                    f"dataset has {number_of_dir} classes (more than " + str(self.MODEL_DENSE) + "), please see "
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (100 > 79 characters)
    Open

                    f"model file {model_path} already existed, you can set `overwrite` True to cover it"
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (88 > 79 characters)
    Open

                number_of_dir = len([each for each in os.listdir(p) if (p / each).is_dir()])
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (84 > 79 characters)
    Open

            """model structure. you can overwrite this method to build your own model"""
    Severity: Minor
    Found in stagesepx/classifier/keras.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

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