src/triage/component/audition/model_group_performance.py

Summary

Maintainability
A
35 mins
Test Coverage

Function plot has 6 arguments (exceeds 5 allowed). Consider refactoring.
Open

    def plot(
Severity: Minor
Found in src/triage/component/audition/model_group_performance.py - About 35 mins to fix

    Multiple imports on one line
    Open

    import verboselogs, logging

    Place imports on separate lines.

    Okay: import os\nimport sys
    E401: import sys, os
    
    Okay: from subprocess import Popen, PIPE
    Okay: from myclas import MyClass
    Okay: from foo.bar.yourclass import YourClass
    Okay: import myclass
    Okay: import foo.bar.yourclass

    Line too long (89 > 88 characters)
    Open

            # But to be defensive, we verify that these two versions of the list are the same

    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 (99 > 88 characters)
    Open

                    self.colordict = category_colordict(self.cmap_name, categories, self.highlight_grp)

    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.

    Module level import not at top of file
    Open

    import os

    Place imports at the top of the file.

    Always put imports at the top of the file, just after any module
    comments and docstrings, and before module globals and constants.
    
    Okay: import os
    Okay: # this is a comment\nimport os
    Okay: '''this is a module docstring'''\nimport os
    Okay: r'''this is a module docstring'''\nimport os
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nelse:\n\tpass\nimport y
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nfinally:\n\tpass\nimport y
    E402: a=1\nimport os
    E402: 'One string'\n"Two string"\nimport os
    E402: a=1\nfrom sys import x
    
    Okay: if x:\n    import os

    Line too long (113 > 88 characters)
    Open

                select distinct on(model_group_id, metric, parameter, train_end_time, raw_value, model_type) * from (

    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.

    Module level import not at top of file
    Open

    import numpy as np

    Place imports at the top of the file.

    Always put imports at the top of the file, just after any module
    comments and docstrings, and before module globals and constants.
    
    Okay: import os
    Okay: # this is a comment\nimport os
    Okay: '''this is a module docstring'''\nimport os
    Okay: r'''this is a module docstring'''\nimport os
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nelse:\n\tpass\nimport y
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nfinally:\n\tpass\nimport y
    E402: a=1\nimport os
    E402: 'One string'\n"Two string"\nimport os
    E402: a=1\nfrom sys import x
    
    Okay: if x:\n    import os

    Module level import not at top of file
    Open

    from .plotting import plot_cats, category_colordict, category_styledict

    Place imports at the top of the file.

    Always put imports at the top of the file, just after any module
    comments and docstrings, and before module globals and constants.
    
    Okay: import os
    Okay: # this is a comment\nimport os
    Okay: '''this is a module docstring'''\nimport os
    Okay: r'''this is a module docstring'''\nimport os
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nelse:\n\tpass\nimport y
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nfinally:\n\tpass\nimport y
    E402: a=1\nimport os
    E402: 'One string'\n"Two string"\nimport os
    E402: a=1\nfrom sys import x
    
    Okay: if x:\n    import os

    Line too long (91 > 88 characters)
    Open

                    f"Plotting model group performance for {metric_filter}, {train_end_times}",

    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.

    Module level import not at top of file
    Open

    import pandas as pd

    Place imports at the top of the file.

    Always put imports at the top of the file, just after any module
    comments and docstrings, and before module globals and constants.
    
    Okay: import os
    Okay: # this is a comment\nimport os
    Okay: '''this is a module docstring'''\nimport os
    Okay: r'''this is a module docstring'''\nimport os
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nelse:\n\tpass\nimport y
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nfinally:\n\tpass\nimport y
    E402: a=1\nimport os
    E402: 'One string'\n"Two string"\nimport os
    E402: a=1\nfrom sys import x
    
    Okay: if x:\n    import os

    Module level import not at top of file
    Open

    from .utils import str_in_sql

    Place imports at the top of the file.

    Always put imports at the top of the file, just after any module
    comments and docstrings, and before module globals and constants.
    
    Okay: import os
    Okay: # this is a comment\nimport os
    Okay: '''this is a module docstring'''\nimport os
    Okay: r'''this is a module docstring'''\nimport os
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nelse:\n\tpass\nimport y
    Okay:
    try:\n\timport x\nexcept ImportError:\n\tpass\nfinally:\n\tpass\nimport y
    E402: a=1\nimport os
    E402: 'One string'\n"Two string"\nimport os
    E402: a=1\nfrom sys import x
    
    Okay: if x:\n    import os

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