Base Column Profilers¶

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Profiles the data.

class dataprofiler.profilers.base_column_profilers.BaseColumnProfiler(name)¶

Bases: object

Abstract class for profiling a column of data.

Initialization of base class properties for the subclass.

diff(other_profile, options=None)¶

Finds the differences for columns.

Parameters: other_profile (BaseColumnProfiler) – profile to find the difference with
Returns: the stat differences
Return type: dict

abstract update(df_series)¶

Private abstract method for updating the profile.

abstract property profile¶: Property for profile. Returns the profile of the column.

abstract report(remove_disabled_flag=False)¶

Private abstract method for returning report.

Parameters: remove_disabled_flag (boolean) – flag to determine if disabled options should be excluded in the report.

class dataprofiler.profilers.base_column_profilers.BaseColumnPrimitiveTypeProfiler(name)¶

Abstract class for profiling the primative data type for a column of data.