Method
setFeatureType POST
Copy POST

Set the type of a feature in a feature group. Specify the feature group ID, feature name, and feature type, and the method will return the new column with the changes reflected.

Arguments:

REQUIRED KEY TYPE DESCRIPTION
Yes featureGroupId str The unique ID associated with the feature group.
Yes feature str The name of the feature.
Yes featureType str The machine learning type of the data in the feature.
No projectId str Optional unique ID associated with the project.
Note: The arguments for the API methods follow camelCase but for Python SDK underscore_case is followed.

Response:

KEY TYPE DESCRIPTION
success Boolean true if the call succeeded, false if there was an error
result Schema
KEY TYPE Description
name str The unique name of the feature.
featureMapping str The mapping of the feature. The possible values will be based on the project's use-case. See the (Use Case Documentation)[https://staging.abacus.ai/app/help/useCases] for more details.
detectedFeatureMapping str Detected feature mapping for this feature
featureType str The underlying data type of each feature: CATEGORICAL, CATEGORICAL_LIST, NUMERICAL, TIMESTAMP, TEXT, EMAIL, LABEL_LIST, ENTITY_LABEL_LIST, PAGE_LABEL_LIST, JSON, OBJECT_REFERENCE, MULTICATEGORICAL_LIST, COORDINATE_LIST, NUMERICAL_LIST, TIMESTAMP_LIST, ZIPCODE, URL, PAGE_INFOS, PAGES_DOCUMENT, TOKENS_DOCUMENT, MESSAGE_LIST.
detectedFeatureType str The detected feature type for this feature
dataType str The underlying data type of each feature: INTEGER, FLOAT, STRING, DATE, DATETIME, BOOLEAN, LIST, STRUCT, NULL, BINARY.
detectedDataType str The detected data type for this feature
nestedFeatures NestedFeatureSchema List of features of nested feature
KEY TYPE Description
name str The unique name of the column
featureType str Feature Type of the Feature
featureMapping str The Feature Mapping of the feature
dataType str Data Type of the Feature
detectedFeatureType str The detected feature type for this feature
sourceTable str The source table of the column
pointInTimeInfo PointInTimeFeatureInfo Point in time information for this feature
KEY TYPE Description
expression str SQL aggregate expression which can convert a sequence of rows into a scalar value.
groupName str The group name this point-in-time feature belongs to.
pointInTimeInfo PointInTimeFeatureInfo Point in time information for this feature
KEY TYPE Description
expression str SQL aggregate expression which can convert a sequence of rows into a scalar value.
groupName str The group name this point-in-time feature belongs to.

Exceptions:

TYPE WHEN
DataNotFoundError `featureGroupId` is not found.
DataNotFoundError `projectId` is not found.
InvalidEnumParameterError An invalid value is passed for `featureType`.
InvalidParameterError The column is not found in the underlying datasets or features.
InvalidEnumParameterError The DataType is invalid for the current ColumnMapping.
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