Feature store APIs

Operations for managing and storing feature sets (data) in the platform for access and reference. Includes methods for creating, deleting, searching, etc for feature sets.

vianops_client.api.featurestore.feature_sources

class FeatureSourcesV1Api(config: Config | None = None)

Bases: ConfiguredBaseApiClass

create(data: V1FeatureSourcesList, output_type: str = 'object') → V1FeatureSourcesList

Add new feature sources to the system.

Parameters:

data (V1FeatureSourcesList) – A list of feature sources to add.

Returns:

The response from adding feature sources.

Return type:

V1FeatureSourcesList

delete(data: V1FeatureSourceFilters, deletetype: str = 'archive', output_type: str = 'object') → V1FeatureSourcesList

Delete feature sources

Parameters:

  • data (V1FeatureSourceFilters) – Instance containing the required data to select, and archive or delete the selected feature sources.

  • deletetype (str) – The deletion type. Supported values: archive, delete, force_delete. Default: archive.

Returns:

nstance containing response from deletion of feature sources.

Return type:

V1FeatureSourcesList

delete_url = '/v1/feature-sources/{deletetype}'
export(setname: str, limit: int | None = None, start: int | None = None, end: int | None = None, output: str | None = None, datetime: float | None = None)

Retrieve raw features from a feature set.

Parameters:

  • setname (str) – The name of the feature set to retrieve.

  • limit (Optional[int]) – The maximum number of rows to retrieve.

  • start (Optional[int]) – The starting index for retrieval.

  • end (Optional[int]) – The ending index for retrieval.

  • output (Optional[str]) – The desired output format (e.g., “csv”, “parquet”, “json”).

  • datetime (Optional[float]) – A timestamp to filter features by datetime.

  • output_type (str) – The type of the output (e.g., “object”, “file”).

Returns:

The raw features in the specified format or as a JSON response.

Return type:

Union[FileResponse, JSONResponse, Any]

list(output_type: str = 'objects', raw_response: bool = False)

List feature sources.

Parameters:

  • output_type (str) – The type of the output (e.g., “objects”, “json”).

  • raw_response (bool) – If True, return the raw response from the API call.

Returns:

The response from the API call, either raw or processed.

Return type:

Union[Response, V1FeatureSourcesList]

search(data: V1FeatureSourceSearch, output_type: str = 'object') → V1FeatureSourceModelPage

Search for feature sources

Parameters:

data (V1FeatureSourceSearch) – Instance containing data to search for feature sources.

Returns:

Response containing results from search along with pagination details.

Return type:

V1FeatureSourceModelPage

search_url = '/v1/feature-sources/search'
update(data: V1FeatureSourcesUpdates, output_type: str = 'object') → V1FeatureSourcesList

Update existing feature sources

Parameters:

data (V1FeatureSourcesUpdates) – Instance containing information about the updates for feature sources.

Returns:

Instance containing information about the updated feature sources.

Return type:

V1FeatureSourcesList

url_suffix = '/v1/feature-sources'