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python/whylogs/core/view/column_profile_view.py

Summary

Maintainability
A
3 hrs
Test Coverage

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

            assert res is not None
Severity: Info
Found in python/whylogs/core/view/column_profile_view.py by bandit

Function from_protobuf has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
Open

    def from_protobuf(cls, msg: ColumnMessage) -> "ColumnProfileView":
        # importing to trigger registration of non-standard metrics
        import whylogs.experimental.core.metrics.udf_metric  # noqa
        import whylogs.experimental.extras.embedding_metric  # noqa
        import whylogs.experimental.extras.nlp_metric  # noqa
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.py - About 1 hr to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function to_summary_dict has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
Open

    def to_summary_dict(
        self, *, column_metric: Optional[str] = None, cfg: Optional[SummaryConfig] = None
    ) -> Dict[str, Any]:
        cfg = cfg or SummaryConfig()
        res = {}
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.py - About 1 hr to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function to_protobuf has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def to_protobuf(self) -> ColumnMessage:
        res: Dict[str, MetricComponentMessage] = {}
        for m_name, m in self._metrics.items():
            for mc_name, mc in m.to_protobuf().metric_components.items():
                if not m.exclude_from_serialization:
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.py - About 25 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Line too long (83 > 79 characters)
Open

from whylogs.core.proto import ColumnMessage, MetricComponentMessage, MetricMessage
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.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 (89 > 79 characters)
Open

        self, *, column_metric: Optional[str] = None, cfg: Optional[SummaryConfig] = None
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.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 (103 > 79 characters)
Open

            raise UnsupportedError(f"No metric available for requested column metric: {column_metric}")
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.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 (93 > 79 characters)
Open

                raise DeserializationError(f"Failed to deserialize metric: {m_name}:{error}")
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.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.

Whitespace before ':'
Open

            c_key = full_path[len(metric_name) + 1 :]
Severity: Minor
Found in python/whylogs/core/view/column_profile_view.py by pep8

Avoid extraneous whitespace.

Avoid extraneous whitespace in these situations:
- Immediately inside parentheses, brackets or braces.
- Immediately before a comma, semicolon, or colon.

Okay: spam(ham[1], {eggs: 2})
E201: spam( ham[1], {eggs: 2})
E201: spam(ham[ 1], {eggs: 2})
E201: spam(ham[1], { eggs: 2})
E202: spam(ham[1], {eggs: 2} )
E202: spam(ham[1 ], {eggs: 2})
E202: spam(ham[1], {eggs: 2 })

E203: if x == 4: print x, y; x, y = y , x
E203: if x == 4: print x, y ; x, y = y, x
E203: if x == 4 : print x, y; x, y = y, x

There are no issues that match your filters.

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