ProjectFeatureGroup

A feature group along with project specific mappings

KEY TYPE Description
featureGroupId str Unique identifier for this feature group.
modificationLock bool If feature group is locked against a change or not.
name String None
featureGroupSourceType str The source type of the feature group
tableName str Unique table name of this feature group.
sql str SQL definition creating this feature group.
datasetId str Dataset ID the feature group is sourced from.
functionSourceCode str Source definition creating this feature group.
functionName str Function name to execute from the source code.
sourceTables List[str] Source tables for this feature group.
createdAt str Timestamp at which the feature group was created.
description str Description of the feature group.
sqlError str Error message with this feature group.
latestVersionOutdated bool Is latest materialized feature group version outdated.
referencedFeatureGroups List[str] Feature groups this feature group is used in.
tags List[str] Tags added to this feature group.
primaryKey str Primary index feature.
updateTimestampKey str Primary timestamp feature.
lookupKeys List[str] Additional indexed features for this feature group.
streamingEnabled bool If true, the feature group can have data streamed to it.
incremental bool If feature group corresponds to an incremental dataset.
mergeConfig dict Merge configuration settings for the feature group.
samplingConfig dict Sampling configuration for the feature group.
cpuSize str CPU size specified for the Python feature group.
memory int Memory in GB specified for the Python feature group.
streamingReady bool If true, the feature group is ready to receive streaming data.
featureTags dict Tags for features in this feature group
moduleName str Path to the file with the feature group function.
templateBindings dict Config specifying variable names and values to use when resolving a feature group template.
featureExpression str If the dataset feature group has custom features, the SQL select expression creating those features.
useOriginalCsvNames bool If true, the feature group will use the original column names in the source dataset.
pythonFunctionBindings dict Config specifying variable names, types, and values to use when resolving a Python feature group.
pythonFunctionName str Name of the Python function the feature group was built from.
useGpu bool Whether this feature group is using gpu
versionLimit int Version limit for the feature group.
exportOnMaterialization bool Whether to export the feature group on materialization.
featureGroupType str Project type when the feature group is used in the context of a project.
features Feature List of resolved features.
duplicateFeatures Feature List of duplicate features.
pointInTimeGroups PointInTimeGroup List of Point In Time Groups.
annotationConfig AnnotationConfig Annotation config for this feature
latestFeatureGroupVersion FeatureGroupVersion Latest feature group version.
concatenationConfig ConcatenationConfig Feature group ID whose data will be concatenated into this feature group.
indexingConfig IndexingConfig Indexing config for the feature group for feature store
codeSource CodeSource If a Python feature group, information on the source code.
featureGroupTemplate FeatureGroupTemplate FeatureGroupTemplate to use when this feature group is attached to a template.
explanation NaturalLanguageExplanation Natural language explanation of the feature group
refreshSchedules RefreshSchedule List of schedules that determines when the next version of the feature group will be created.
exportConnectorConfig FeatureGroupRefreshExportConfig The export config (file connector or database connector information) for feature group exports.
projectFeatureGroupSchema ProjectFeatureGroupSchema Project-specific schema for this feature group.
projectConfig ProjectConfig Project-specific config for this feature group.
operatorConfig OperatorConfig Operator configuration settings for the feature group.
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