abacusai.project_feature_group

Classes

ProjectFeatureGroup

A feature group along with project specific mappings

Module Contents

class abacusai.project_feature_group.ProjectFeatureGroup(client, featureGroupId=None, modificationLock=None, name=None, featureGroupSourceType=None, tableName=None, sql=None, datasetId=None, functionSourceCode=None, functionName=None, sourceTables=None, createdAt=None, description=None, sqlError=None, latestVersionOutdated=None, referencedFeatureGroups=None, tags=None, primaryKey=None, updateTimestampKey=None, lookupKeys=None, streamingEnabled=None, incremental=None, mergeConfig=None, samplingConfig=None, cpuSize=None, memory=None, streamingReady=None, featureTags=None, moduleName=None, templateBindings=None, featureExpression=None, useOriginalCsvNames=None, pythonFunctionBindings=None, pythonFunctionName=None, useGpu=None, versionLimit=None, exportOnMaterialization=None, featureGroupType=None, features={}, duplicateFeatures={}, pointInTimeGroups={}, annotationConfig={}, concatenationConfig={}, indexingConfig={}, codeSource={}, featureGroupTemplate={}, explanation={}, refreshSchedules={}, exportConnectorConfig={}, projectFeatureGroupSchema={}, projectConfig={}, latestFeatureGroupVersion={}, operatorConfig={})

Bases: abacusai.feature_group.FeatureGroup

A feature group along with project specific mappings

Parameters:

  • client (ApiClient) – An authenticated API Client instance

  • featureGroupId (str) – Unique identifier for this feature group.

  • modificationLock (bool) – If feature group is locked against a change or not.

  • name (str)

  • 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  • latestVersionOutdated (bool) – Is latest materialized feature group version outdated.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.

feature_group_id
modification_lock
name
feature_group_source_type
table_name
sql
dataset_id
function_source_code
function_name
source_tables
created_at
description
sql_error
latest_version_outdated
referenced_feature_groups
tags
primary_key
update_timestamp_key
lookup_keys
streaming_enabled
incremental
merge_config
sampling_config
cpu_size
memory
streaming_ready
feature_tags
module_name
template_bindings
feature_expression
use_original_csv_names
python_function_bindings
python_function_name
use_gpu
version_limit
export_on_materialization
feature_group_type
features
duplicate_features
point_in_time_groups
annotation_config
concatenation_config
indexing_config
code_source
feature_group_template
explanation
refresh_schedules
export_connector_config
project_feature_group_schema
project_config
latest_feature_group_version
operator_config
deprecated_keys
__repr__()
to_dict()

Get a dict representation of the parameters in this class

Returns:

The dict value representation of the class parameters

Return type:

dict