abacusai.eda_data_consistency
Module Contents
Classes
Eda Data Consistency, contained the duplicates in the base version, Comparison version, Deletions between the base and comparison and feature transformations between the base and comparison data. |
- class abacusai.eda_data_consistency.EdaDataConsistency(client, columnNames=None, primaryKeys=None, transformationColumnNames=None, baseDuplicates={}, compareDuplicates={}, deletions={}, transformations={})
Bases:
abacusai.return_class.AbstractApiClass
Eda Data Consistency, contained the duplicates in the base version, Comparison version, Deletions between the base and comparison and feature transformations between the base and comparison data.
- Parameters:
client (ApiClient) – An authenticated API Client instance
columnNames (list) – Name of all the features in the data
primaryKeys (list) – Name of the primary keys in the data
transformationColumnNames (list) – Name of all the features that are not the primary keys
baseDuplicates (DataConsistencyDuplication) – A DataConsistencyDuplication describing the number of duplicates within the data
compareDuplicates (DataConsistencyDuplication) – A DataConsistencyDuplication describing the number of duplicates within the data
deletions (DataConsistencyDuplication) – A DataConsistencyDeletion describing the number of deletion between two versions in the data
transformations (DataConsistencyTransformation) – A DataConsistencyTransformation the number of changes that occured per feature in the data
- __repr__()
Return repr(self).