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whylabs/whylogs-python

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python/whylogs/experimental/core/udf_schema.py

Summary

Maintainability
B
4 hrs
Test Coverage

Function _run_udfs_on_row has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def _run_udfs_on_row(
        self, row: Mapping[str, Any], new_columns: Dict[str, Any], input_cols: Collection[str]
    ) -> None:
        for spec in self.multicolumn_udfs:
            if spec.column_names and set(spec.column_names).issubset(set(row.keys())):
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 _run_udfs_on_dataframe has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
Open

    def _run_udfs_on_dataframe(self, pandas: pd.DataFrame, new_df: pd.DataFrame, input_cols: Collection[str]) -> None:
        for spec in self.multicolumn_udfs:
            if spec.column_names and set(spec.column_names).issubset(set(pandas.keys())):
                if spec.udf is not None:
                    _apply_udf_on_dataframe(
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 register_multioutput_udf has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

def register_multioutput_udf(
    col_names: List[str],
    udf_name: Optional[str] = None,
    prefix: Optional[str] = None,
    namespace: Optional[str] = None,
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.py - About 55 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

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

    def __post_init__(self):
        if self.column_type is not None:
            if self.column_names:
                raise ValueError("UdfSpec cannot specify both column_names and column_type")
        elif self.column_names is None:
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

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

def unregister_udf(udf_name: str, namespace: Optional[str] = None, schema_name: str = "") -> None:
    global _multicolumn_udfs, _resolver_specs
    name = f"{namespace}.{udf_name}" if namespace else udf_name
    if schema_name not in _multicolumn_udfs:
        logger.warn(f"Can't unregister UDF {name} from non-existant schema {schema_name}")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

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

def register_dataset_udf(
    col_names: List[str],
    udf_name: Optional[str] = None,
    metrics: Optional[List[MetricSpec]] = None,
    namespace: Optional[str] = None,
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

TODO found
Open

        # TODO: Document assumption: dictionary in -> dictionary out
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.py by fixme

TODO found
Open

        # TODO: I think it's OKAY if udf returns a dictionary
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.py by fixme

Line too long (87 > 79 characters)
Open

    pandas: pd.DataFrame, udfs: Dict, new_df: pd.DataFrame, input_cols: Collection[str]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

    Specifying schema_name will register the UDF in a particular schema. If omitted,
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (99 > 79 characters)
Open

        logger.exception(f"Evaluating UDF {name} failed on columns {pandas.keys()} with error {e}")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (111 > 79 characters)
Open

def _apply_type_udfs(pandas: pd.Series, udfs: Dict, new_df: pd.DataFrame, input_cols: Collection[str]) -> None:
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (86 > 79 characters)
Open

    in name collisions. If you pass a namespace, it will be prepended to the UDF name.
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

    Specifying schema_name will register the UDF in a particular schema. If omitted,
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (86 > 79 characters)
Open

                udfs = {f"{column}.{key}": spec.udfs[key] for key in spec.udfs.keys()}
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (118 > 79 characters)
Open

    def _run_udfs_on_dataframe(self, pandas: pd.DataFrame, new_df: pd.DataFrame, input_cols: Collection[str]) -> None:
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (90 > 79 characters)
Open

        logger.warn(f"Can't unregister UDF {name} from non-existant schema {schema_name}")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

        raise ValueError("Column type must be a DataType or Python type mapable to one")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (110 > 79 characters)
Open

    values: Union[List, Dict[str, List]], udfs: Dict, new_columns: Dict[str, Any], input_cols: Collection[str]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (82 > 79 characters)
Open

                    _apply_udfs_on_row(inputs, spec.udfs, new_columns, input_cols)
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    that includes the UDFs configured by your decorator parameters. The decorated
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (108 > 79 characters)
Open

        _multicolumn_udfs[schema_name].append(UdfSpec(col_names, prefix=output_prefix, udf=func, name=name))
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    that includes the UDFs configured by your decorator parameters. The decorated
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (98 > 79 characters)
Open

def unregister_udf(udf_name: str, namespace: Optional[str] = None, schema_name: str = "") -> None:
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (85 > 79 characters)
Open

    udf(Union[Dict[str, List], pd.DataFrame]) -> Union[Dict[str, List], pd.DataFrame]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    schema_name = schema_name if isinstance(schema_name, list) else [schema_name]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (94 > 79 characters)
Open

    resolver_specs = list(resolvers if resolvers is not None else DEFAULT_UDF_SCHEMA_RESOLVER)
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (92 > 79 characters)
Open

                raise ValueError("UdfSpec cannot specify both column_names and column_type")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (101 > 79 characters)
Open

        elif len(self.column_names) == 0 or not all([isinstance(x, str) for x in self.column_names]):
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (86 > 79 characters)
Open

    is f(Union[Dict[str, List], pd.DataFrame]) -> Union[Dict[str, List], pd.DataFrame]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    that includes the UDFs configured by your decorator parameters. The decorated
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (95 > 79 characters)
Open

    to the column produced by the UDF via the schema returned by generate_udf_dataset_schema().
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (83 > 79 characters)
Open

    are appended to the STANDARD_UDF_RESOLVER, the default metrics are also tracked
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (85 > 79 characters)
Open

    udf(Union[Dict[str, List], pd.DataFrame]) -> Union[Dict[str, List], pd.DataFrame]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

        self.multicolumn_udfs = [spec for spec in udf_specs if spec.column_names]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    resolver_specs += generate_udf_resolvers(schema_name, include_default_schema)
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

            raise ValueError("UdfSpec column_names must be a non-empty list of strings")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (94 > 79 characters)
Open

        self, row: Mapping[str, Any], new_columns: Dict[str, Any], input_cols: Collection[str]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

            if spec.column_names and set(spec.column_names).issubset(set(pandas.keys())):
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (102 > 79 characters)
Open

                    _apply_udfs_on_dataframe(pandas[spec.column_names], spec.udfs, new_df, input_cols)
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

    Specifying schema_name will register the UDF in a particular schema. If omitted,
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    The registered function will be applied to any columns of the specified type.
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

        _multicolumn_udfs[schema_name].append(UdfSpec(None, {name: func}, col_type))
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (82 > 79 characters)
Open

    schema_names = schema_name if isinstance(schema_name, list) else [schema_name]
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

        generate_udf_specs(other_udf_specs, schema_name, include_default_schema),
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (99 > 79 characters)
Open

        udf_output = udf_output.rename(columns={old: add_prefix(old) for old in udf_output.keys()})
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (86 > 79 characters)
Open

            if spec.column_names and set(spec.column_names).issubset(set(row.keys())):
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

    If metrics is None, the UDF output column will get the metrics determined by
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (92 > 79 characters)
Open

            _resolver_specs[schema_name].append(ResolverSpec(name, None, deepcopy(metrics)))
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (118 > 79 characters)
Open

            _resolver_specs[schema_name].append(ResolverSpec(name, None, [MetricSpec(m) for m in anti_metrics], True))
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (119 > 79 characters)
Open

                        spec.name, spec.prefix, pandas[spec.column_names], spec.udf, new_df, input_cols  # type: ignore
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (86 > 79 characters)
Open

                udfs = {f"{column}.{key}": spec.udfs[key] for key in spec.udfs.keys()}
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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, pandas: Optional[pd.DataFrame] = None, row: Optional[Dict[str, Any]] = None
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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, pandas: Optional[pd.DataFrame] = None, row: Optional[Dict[str, Any]] = None
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (86 > 79 characters)
Open

    in name collisions. If you pass a namespace, it will be prepended to the UDF name.
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (106 > 79 characters)
Open

            logger.exception(f"Evaluating UDF {new_col} failed on columns {pandas.keys()} with error {e}")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (120 > 79 characters)
Open

                    _apply_udf_on_row(spec.name, spec.prefix, inputs, spec.udf, new_columns, input_cols)  # type: ignore
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    dataframe with the named columns available (the UDF will not be called unless
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

            raise ValueError("UdfSpec must specify column_names or column_type")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (87 > 79 characters)
Open

        validators = generate_validators(validators, name, include_default_schema=True)
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (99 > 79 characters)
Open

            logger.exception(f"Evaluating UDF {new_col} failed on column {new_col} with error {e}")
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (86 > 79 characters)
Open

    in name collisions. If you pass a namespace, it will be prepended to the UDF name.
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

    the other resolvers passed to generate_udf_dataset_schema(), or the STANDARD_UDF_RESOLVER
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (94 > 79 characters)
Open

    by default. Any anti_metrics will be excluded from the metrics attached to the UDF output.
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (110 > 79 characters)
Open

    _resolver_specs[schema_name] = list(filter(lambda x: x.column_name != name, _resolver_specs[schema_name]))
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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 (81 > 79 characters)
Open

    defautls to the name of the decorated function. The output column name is the
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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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