abacusai.eda
Module Contents
Classes
A exploratory data analysis object |
- class abacusai.eda.Eda(client, edaId=None, name=None, createdAt=None, projectId=None, featureGroupId=None, referenceFeatureGroupVersion=None, testFeatureGroupVersion=None, edaConfigs=None, latestEdaVersion={}, refreshSchedules={})
Bases:
abacusai.return_class.AbstractApiClass
A exploratory data analysis object
- Parameters:
client (ApiClient) – An authenticated API Client instance
edaId (str) – The unique identifier of the eda object.
name (str) – The user-friendly name for the eda object.
createdAt (str) – Date and time at which the eda object was created.
projectId (str) – The project this eda object belongs to.
featureGroupId (str) – Feature group ID for which eda analysis is being done.
referenceFeatureGroupVersion (str) – Reference Feature group version for data consistency analysis, will be latest feature group version for collinearity analysis.
testFeatureGroupVersion (str) – Test Feature group version for data consistency analysis, will be latest feature group version for collinearity analysis.
edaConfigs (dict) – Configurations for eda object.
latestEdaVersion (EdaVersion) – The latest eda object version.
refreshSchedules (RefreshSchedule) – List of refresh schedules that indicate when the next model version will be trained.
- __repr__()
Return repr(self).
- to_dict()
Get a dict representation of the parameters in this class
- Returns:
The dict value representation of the class parameters
- Return type:
- rerun()
Reruns the specified EDA object.
- refresh()
Calls describe and refreshes the current object’s fields
- Returns:
The current object
- Return type:
- describe()
Retrieves a full description of the specified EDA object.
- list_versions(limit=100, start_after_version=None)
Retrieves a list of versions for a given EDA object.
- Parameters:
- Returns:
A list of EDA versions.
- Return type: