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Indentation is not a multiple of 4
Open

         sparse_feature_matrix_filter = sparse_feature_matrix.apply(lambda x: \
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Use indent_size (PEP8 says 4) spaces per indentation level.

For really old code that you don't want to mess up, you can continue
to use 8-space tabs.

Okay: a = 1
Okay: if a == 0:\n    a = 1
E111:   a = 1
E114:   # a = 1

Okay: for item in items:\n    pass
E112: for item in items:\npass
E115: for item in items:\n# Hi\n    pass

Okay: a = 1\nb = 2
E113: a = 1\n    b = 2
E116: a = 1\n    # b = 2

Indentation is not a multiple of 4
Open

         sparse_feature_matrix = test_matrix.where(test_matrix == 0).fillna(1)
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Use indent_size (PEP8 says 4) spaces per indentation level.

For really old code that you don't want to mess up, you can continue
to use 8-space tabs.

Okay: a = 1
Okay: if a == 0:\n    a = 1
E111:   a = 1
E114:   # a = 1

Okay: for item in items:\n    pass
E112: for item in items:\npass
E115: for item in items:\n# Hi\n    pass

Okay: a = 1\nb = 2
E113: a = 1\n    b = 2
E116: a = 1\n    # b = 2

Continuation line over-indented for visual indent
Open

                sparse_feature_matrix.apply(lambda x: x.sort_values().values)
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Continuation lines indentation.

Continuation lines should align wrapped elements either vertically
using Python's implicit line joining inside parentheses, brackets
and braces, or using a hanging indent.

When using a hanging indent these considerations should be applied:
- there should be no arguments on the first line, and
- further indentation should be used to clearly distinguish itself
  as a continuation line.

Okay: a = (\n)
E123: a = (\n    )

Okay: a = (\n    42)
E121: a = (\n   42)
E122: a = (\n42)
E123: a = (\n    42\n    )
E124: a = (24,\n     42\n)
E125: if (\n    b):\n    pass
E126: a = (\n        42)
E127: a = (24,\n      42)
E128: a = (24,\n    42)
E129: if (a or\n    b):\n    pass
E131: a = (\n    42\n 24)

Indentation contains mixed spaces and tabs
Open

         fig, ax = plt.subplots(figsize=figsize)
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Never mix tabs and spaces.

The most popular way of indenting Python is with spaces only.  The
second-most popular way is with tabs only.  Code indented with a
mixture of tabs and spaces should be converted to using spaces
exclusively.  When invoking the Python command line interpreter with
the -t option, it issues warnings about code that illegally mixes
tabs and spaces.  When using -tt these warnings become errors.
These options are highly recommended!

Okay: if a == 0:\n    a = 1\n    b = 1
E101: if a == 0:\n        a = 1\n\tb = 1

Indentation contains tabs
Open

            CASE
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

On new projects, spaces-only are strongly recommended over tabs.

Okay: if True:\n    return
W191: if True:\n\treturn

Continuation line missing indentation or outdented
Open

            importances_filter.sort_values(['feature_importance'], ascending=True)
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Continuation lines indentation.

Continuation lines should align wrapped elements either vertically
using Python's implicit line joining inside parentheses, brackets
and braces, or using a hanging indent.

When using a hanging indent these considerations should be applied:
- there should be no arguments on the first line, and
- further indentation should be used to clearly distinguish itself
  as a continuation line.

Okay: a = (\n)
E123: a = (\n    )

Okay: a = (\n    42)
E121: a = (\n   42)
E122: a = (\n42)
E123: a = (\n    42\n    )
E124: a = (24,\n     42\n)
E125: if (\n    b):\n    pass
E126: a = (\n        42)
E127: a = (24,\n      42)
E128: a = (24,\n    42)
E129: if (a or\n    b):\n    pass
E131: a = (\n    42\n 24)

Continuation line under-indented for visual indent
Open

                                               n_features_plots=30,
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Continuation lines indentation.

Continuation lines should align wrapped elements either vertically
using Python's implicit line joining inside parentheses, brackets
and braces, or using a hanging indent.

When using a hanging indent these considerations should be applied:
- there should be no arguments on the first line, and
- further indentation should be used to clearly distinguish itself
  as a continuation line.

Okay: a = (\n)
E123: a = (\n    )

Okay: a = (\n    42)
E121: a = (\n   42)
E122: a = (\n42)
E123: a = (\n    42\n    )
E124: a = (24,\n     42\n)
E125: if (\n    b):\n    pass
E126: a = (\n        42)
E127: a = (24,\n      42)
E128: a = (24,\n    42)
E129: if (a or\n    b):\n    pass
E131: a = (\n    42\n 24)

Unexpected spaces around keyword / parameter equals
Open

                              columns = ['feature_group'],
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Don't use spaces around the '=' sign in function arguments.

Don't use spaces around the '=' sign when used to indicate a
keyword argument or a default parameter value, except when
using a type annotation.

Okay: def complex(real, imag=0.0):
Okay: return magic(r=real, i=imag)
Okay: boolean(a == b)
Okay: boolean(a != b)
Okay: boolean(a <= b)
Okay: boolean(a >= b)
Okay: def foo(arg: int = 42):
Okay: async def foo(arg: int = 42):

E251: def complex(real, imag = 0.0):
E251: return magic(r = real, i = imag)
E252: def complex(real, image: float=0.0):

Too many blank lines (2)
Open

    def cluster_correlation_sparsity(self,
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Separate top-level function and class definitions with two blank lines.

Method definitions inside a class are separated by a single blank
line.

Extra blank lines may be used (sparingly) to separate groups of
related functions.  Blank lines may be omitted between a bunch of
related one-liners (e.g. a set of dummy implementations).

Use blank lines in functions, sparingly, to indicate logical
sections.

Okay: def a():\n    pass\n\n\ndef b():\n    pass
Okay: def a():\n    pass\n\n\nasync def b():\n    pass
Okay: def a():\n    pass\n\n\n# Foo\n# Bar\n\ndef b():\n    pass
Okay: default = 1\nfoo = 1
Okay: classify = 1\nfoo = 1

E301: class Foo:\n    b = 0\n    def bar():\n        pass
E302: def a():\n    pass\n\ndef b(n):\n    pass
E302: def a():\n    pass\n\nasync def b(n):\n    pass
E303: def a():\n    pass\n\n\n\ndef b(n):\n    pass
E303: def a():\n\n\n\n    pass
E304: @decorator\n\ndef a():\n    pass
E305: def a():\n    pass\na()
E306: def a():\n    def b():\n        pass\n    def c():\n        pass

Indentation is not a multiple of 4
Open

         storage = ProjectStorage(path)
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Use indent_size (PEP8 says 4) spaces per indentation level.

For really old code that you don't want to mess up, you can continue
to use 8-space tabs.

Okay: a = 1
Okay: if a == 0:\n    a = 1
E111:   a = 1
E114:   # a = 1

Okay: for item in items:\n    pass
E112: for item in items:\npass
E115: for item in items:\n# Hi\n    pass

Okay: a = 1\nb = 2
E113: a = 1\n    b = 2
E116: a = 1\n    # b = 2

Indentation is not a multiple of 4
Open

         test_matrix = test_matrix[feature_columns]
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Use indent_size (PEP8 says 4) spaces per indentation level.

For really old code that you don't want to mess up, you can continue
to use 8-space tabs.

Okay: a = 1
Okay: if a == 0:\n    a = 1
E111:   a = 1
E114:   # a = 1

Okay: for item in items:\n    pass
E112: for item in items:\npass
E115: for item in items:\n# Hi\n    pass

Okay: a = 1\nb = 2
E113: a = 1\n    b = 2
E116: a = 1\n    # b = 2

Indentation is not a multiple of 4
Open

         sparse_feature_matrix_filter_columns = \
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Use indent_size (PEP8 says 4) spaces per indentation level.

For really old code that you don't want to mess up, you can continue
to use 8-space tabs.

Okay: a = 1
Okay: if a == 0:\n    a = 1
E111:   a = 1
E114:   # a = 1

Okay: for item in items:\n    pass
E112: for item in items:\npass
E115: for item in items:\n# Hi\n    pass

Okay: a = 1\nb = 2
E113: a = 1\n    b = 2
E116: a = 1\n    # b = 2

Indentation contains tabs
Open

                       THEN 'No feature group'
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

On new projects, spaces-only are strongly recommended over tabs.

Okay: if True:\n    return
W191: if True:\n\treturn

Continuation line over-indented for visual indent
Open

                                      .mean()\
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Continuation lines indentation.

Continuation lines should align wrapped elements either vertically
using Python's implicit line joining inside parentheses, brackets
and braces, or using a hanging indent.

When using a hanging indent these considerations should be applied:
- there should be no arguments on the first line, and
- further indentation should be used to clearly distinguish itself
  as a continuation line.

Okay: a = (\n)
E123: a = (\n    )

Okay: a = (\n    42)
E121: a = (\n   42)
E122: a = (\n42)
E123: a = (\n    42\n    )
E124: a = (24,\n     42\n)
E125: if (\n    b):\n    pass
E126: a = (\n        42)
E127: a = (24,\n      42)
E128: a = (24,\n    42)
E129: if (a or\n    b):\n    pass
E131: a = (\n    42\n 24)

Indentation contains tabs
Open

            feature,
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

On new projects, spaces-only are strongly recommended over tabs.

Okay: if True:\n    return
W191: if True:\n\treturn

Indentation contains tabs
Open

            THEN 'No feature group'
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

On new projects, spaces-only are strongly recommended over tabs.

Okay: if True:\n    return
W191: if True:\n\treturn

Indentation contains tabs
Open

            SELECT
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

On new projects, spaces-only are strongly recommended over tabs.

Okay: if True:\n    return
W191: if True:\n\treturn

Unexpected spaces around keyword / parameter equals
Open

        plt.title('Score Distribution', y =1.2,
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Don't use spaces around the '=' sign in function arguments.

Don't use spaces around the '=' sign when used to indicate a
keyword argument or a default parameter value, except when
using a type annotation.

Okay: def complex(real, imag=0.0):
Okay: return magic(r=real, i=imag)
Okay: boolean(a == b)
Okay: boolean(a != b)
Okay: boolean(a <= b)
Okay: boolean(a >= b)
Okay: def foo(arg: int = 42):
Okay: async def foo(arg: int = 42):

E251: def complex(real, imag = 0.0):
E251: return magic(r = real, i = imag)
E252: def complex(real, image: float=0.0):

Unexpected spaces around keyword / parameter equals
Open

                                       label_names = ('Label = 0', 'Label = 1'),
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Don't use spaces around the '=' sign in function arguments.

Don't use spaces around the '=' sign when used to indicate a
keyword argument or a default parameter value, except when
using a type annotation.

Okay: def complex(real, imag=0.0):
Okay: return magic(r=real, i=imag)
Okay: boolean(a == b)
Okay: boolean(a != b)
Okay: boolean(a <= b)
Okay: boolean(a >= b)
Okay: def foo(arg: int = 42):
Okay: async def foo(arg: int = 42):

E251: def complex(real, imag = 0.0):
E251: return magic(r = real, i = imag)
E252: def complex(real, image: float=0.0):

Unexpected spaces around keyword / parameter equals
Open

                                       nbins = 10,
Severity: Minor
Found in src/triage/component/postmodeling/contrast/model_evaluator.py by pep8

Don't use spaces around the '=' sign in function arguments.

Don't use spaces around the '=' sign when used to indicate a
keyword argument or a default parameter value, except when
using a type annotation.

Okay: def complex(real, imag=0.0):
Okay: return magic(r=real, i=imag)
Okay: boolean(a == b)
Okay: boolean(a != b)
Okay: boolean(a <= b)
Okay: boolean(a >= b)
Okay: def foo(arg: int = 42):
Okay: async def foo(arg: int = 42):

E251: def complex(real, imag = 0.0):
E251: return magic(r = real, i = imag)
E252: def complex(real, image: float=0.0):
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