Schema Comparison

class diffly.comparison.Schemas(

left_schema: dict[str, DataType],

right_schema: dict[str, DataType],

)

Container object providing information about the schemas of compared data frames.

Schemas.left()	Schema of the left data frame.
Schemas.right()	Schema of the right data frame.
Schemas.equal(*[, check_dtypes])	Whether the schemas of the left and right data frames are equal.
Schemas.in_common()	Columns that are present in both data frames, mapped to their data types in the left and right data frame.
Schemas.left_only()	Columns that are only present in the left data frame, mapped to their data types.
Schemas.right_only()	Columns that are only present in the right data frame, mapped to their data types.

class diffly.comparison.Schemas.Schema

Child container for the schema of a data frame.

column_names() → set[str]

The names of the columns.

class diffly.comparison.Schemas.JointSchema

Child container for the joint schema of two data frames.

column_names() → set[str]

The names of the columns.

matching_dtypes() → Schema

The columns that have matching dtypes, mapped to the common dtype.

mismatching_dtypes() → Self

The columns that have mismatching dtypes, mapped to the dtypes in the left and right data frame.