Index

_

__init__() (databricks.ml_features.entities.aggregation.Aggregation method) (databricks.ml_features.entities.cron_schedule.CronSchedule method) (databricks.ml_features.entities.data_source.DataFrameSource method) (databricks.ml_features.entities.data_source.DataSource method) (databricks.ml_features.entities.data_source.DeltaTableSource method) (databricks.ml_features.entities.data_source.KafkaSource method) (databricks.ml_features.entities.data_source.VolumeSource method) (databricks.ml_features.entities.feature.Feature method) (databricks.ml_features.entities.feature_aggregations.FeatureAggregations method) (databricks.ml_features.entities.feature_function.FeatureFunction method) (databricks.ml_features.entities.feature_lookup.FeatureLookup method) (databricks.ml_features.entities.feature_serving_endpoint.AutoCaptureConfig method) (databricks.ml_features.entities.feature_serving_endpoint.EndpointCoreConfig method) (databricks.ml_features.entities.feature_serving_endpoint.FeatureServingEndpoint method) (databricks.ml_features.entities.feature_serving_endpoint.Servable method) (databricks.ml_features.entities.feature_serving_endpoint.ServedEntity method) (databricks.ml_features.entities.function.ApproxCountDistinct method) (databricks.ml_features.entities.function.ApproxPercentile method) (databricks.ml_features.entities.function.Avg method) (databricks.ml_features.entities.function.Count method) (databricks.ml_features.entities.function.First method) (databricks.ml_features.entities.function.Function method) (databricks.ml_features.entities.function.Last method) (databricks.ml_features.entities.function.Max method) (databricks.ml_features.entities.function.Min method) (databricks.ml_features.entities.function.StddevPop method) (databricks.ml_features.entities.function.StddevSamp method) (databricks.ml_features.entities.function.Sum method) (databricks.ml_features.entities.function.VarPop method) (databricks.ml_features.entities.function.VarSamp method) (databricks.ml_features.entities.materialized_view_info.MaterializedViewInfo method) (databricks.ml_features.entities.online_store.DatabricksOnlineStore method) (databricks.ml_features.entities.published_table.PublishedTable method) (databricks.ml_features.entities.time_window.ContinuousWindow method) (databricks.ml_features.entities.time_window.SlidingWindow method) (databricks.ml_features.entities.time_window.TimeWindow method) (databricks.ml_features.entities.time_window.TumblingWindow method) (databricks.ml_features_common.entities.column_info.ColumnInfo method) (databricks.ml_features_common.entities.feature_column_info.FeatureColumnInfo method) (databricks.ml_features_common.entities.feature_spec.FeatureSpec method) (databricks.ml_features_common.entities.feature_table_info.FeatureTableInfo method) (databricks.ml_features_common.entities.function_info.FunctionInfo method) (databricks.ml_features_common.entities.on_demand_column_info.OnDemandColumnInfo method) (databricks.ml_features_common.entities.source_data_column_info.SourceDataColumnInfo method)

A

access_key_id (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) account_uri (databricks.ml_features.online_store_spec.AzureCosmosDBSpec property) add_data_sources() (databricks.feature_store.client.FeatureStoreClient method) aggregate_features() (databricks.feature_engineering.client.FeatureEngineeringClient method) Aggregation (class in databricks.ml_features.entities.aggregation) aggregations (databricks.ml_features.entities.feature_aggregations.FeatureAggregations property) AmazonDynamoDBSpec (class in databricks.ml_features.online_store_spec) AmazonRdsMySqlSpec (class in databricks.ml_features.online_store_spec) ApproxCountDistinct (class in databricks.ml_features.entities.function) ApproxPercentile (class in databricks.ml_features.entities.function) auth_type() (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec method) (databricks.ml_features.online_store_spec.AmazonRdsMySqlSpec method) (databricks.ml_features.online_store_spec.AzureCosmosDBSpec method) (databricks.ml_features.online_store_spec.AzureMySqlSpec method) (databricks.ml_features.online_store_spec.AzureSqlServerSpec method) (databricks.ml_features.online_store_spec.OnlineStoreSpec method)

AutoCaptureConfig (class in databricks.ml_features.entities.feature_serving_endpoint) AVAILABLE (databricks.ml_features.entities.online_store.DatabricksOnlineStore.State attribute) Avg (class in databricks.ml_features.entities.function) AzureCosmosDBSpec (class in databricks.ml_features.online_store_spec) AzureMySqlSpec (class in databricks.ml_features.online_store_spec) AzureSqlServerSpec (class in databricks.ml_features.online_store_spec)

B

build_model_env() (databricks.feature_engineering.client.FeatureEngineeringClient method)

C

capacity (databricks.ml_features.entities.online_store.DatabricksOnlineStore attribute) catalog_name (databricks.ml_features.entities.data_source.DeltaTableSource property) (databricks.ml_features.entities.feature.Feature property) cloud (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) (databricks.ml_features.online_store_spec.AmazonRdsMySqlSpec property) (databricks.ml_features.online_store_spec.AzureCosmosDBSpec property) (databricks.ml_features.online_store_spec.AzureMySqlSpec property) (databricks.ml_features.online_store_spec.AzureSqlServerSpec property) (databricks.ml_features.online_store_spec.OnlineStoreSpec property) column (databricks.ml_features.entities.aggregation.Aggregation property) ColumnInfo (class in databricks.ml_features_common.entities.column_info) compute_features() (databricks.feature_engineering.client.FeatureEngineeringClient method) container_name (databricks.ml_features.online_store_spec.AzureCosmosDBSpec property) ContinuousWindow (class in databricks.ml_features.entities.time_window) copy() (databricks.ml_features.entities.feature_aggregations.FeatureAggregations method) Count (class in databricks.ml_features.entities.function)

create_feature() (databricks.feature_engineering.client.FeatureEngineeringClient method) create_feature_serving_endpoint() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) create_feature_spec() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) create_kafka_config() (databricks.feature_engineering.client.FeatureEngineeringClient method) create_materialized_view() (databricks.feature_engineering.client.FeatureEngineeringClient method) create_online_store() (databricks.feature_engineering.client.FeatureEngineeringClient method) create_pipeline() (databricks.feature_engineering.client.FeatureEngineeringClient method) create_table() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) create_training_set() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) creation_time (databricks.ml_features.entities.online_store.DatabricksOnlineStore attribute) creator (databricks.ml_features.entities.online_store.DatabricksOnlineStore attribute) CronSchedule (class in databricks.ml_features.entities.cron_schedule)

D

data_type (databricks.ml_features_common.entities.column_info.ColumnInfo property) database_name (databricks.ml_features.online_store_spec.AmazonRdsMySqlSpec property) (databricks.ml_features.online_store_spec.AzureCosmosDBSpec property) (databricks.ml_features.online_store_spec.AzureMySqlSpec property) (databricks.ml_features.online_store_spec.AzureSqlServerSpec property) databricks.feature_engineering.client module databricks.feature_engineering.upgrade_client module databricks.feature_store.client module databricks.ml_features.entities.feature_spec_info module databricks.ml_features.entities.feature_table module databricks.ml_features.online_store_spec module databricks.ml_features.training_set module DatabricksOnlineStore (class in databricks.ml_features.entities.online_store) DatabricksOnlineStore.State (class in databricks.ml_features.entities.online_store) dataframe (databricks.ml_features.entities.data_source.DataFrameSource property) DATAFRAME (databricks.ml_features.entities.data_source.DataSourceTypes attribute) DataFrameSource (class in databricks.ml_features.entities.data_source)

DataSource (class in databricks.ml_features.entities.data_source) DataSourceTypes (class in databricks.ml_features.entities.data_source) default_values (databricks.ml_features.entities.feature_lookup.FeatureLookup property) delete_data_sources() (databricks.feature_store.client.FeatureStoreClient method) delete_feature() (databricks.feature_engineering.client.FeatureEngineeringClient method) delete_feature_serving_endpoint() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) delete_feature_spec() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) delete_feature_table_tag() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) delete_kafka_config() (databricks.feature_engineering.client.FeatureEngineeringClient method) delete_materialized_feature() (databricks.feature_engineering.client.FeatureEngineeringClient method) delete_online_store() (databricks.feature_engineering.client.FeatureEngineeringClient method) DELETING (databricks.ml_features.entities.online_store.DatabricksOnlineStore.State attribute) DELTA (databricks.ml_features.entities.data_source.DataSourceTypes attribute) DeltaTableSource (class in databricks.ml_features.entities.data_source) description (databricks.ml_features.entities.feature.Feature property) driver (databricks.ml_features.online_store_spec.OnlineStoreSpec property) drop_online_table() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) drop_table() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) duration (databricks.ml_features.entities.time_window.TimeWindow property)

E

end_time (databricks.ml_features.entities.feature_aggregations.FeatureAggregations property) endpoint_url (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) EndpointCoreConfig (class in databricks.ml_features.entities.feature_serving_endpoint)

entity_columns (databricks.ml_features.entities.data_source.DataSource property) extra_parameters() (databricks.ml_features.entities.function.ApproxCountDistinct method) (databricks.ml_features.entities.function.ApproxPercentile method) (databricks.ml_features.entities.function.Function method)

F

FAILING_OVER (databricks.ml_features.entities.online_store.DatabricksOnlineStore.State attribute) Feature (class in databricks.ml_features.entities.feature) feature_name (databricks.ml_features.entities.feature_lookup.FeatureLookup property) feature_names (databricks.ml_features.entities.feature_lookup.FeatureLookup property) FeatureAggregations (class in databricks.ml_features.entities.feature_aggregations) FeatureColumnInfo (class in databricks.ml_features_common.entities.feature_column_info) FeatureEngineeringClient (class in databricks.feature_engineering.client) FeatureFunction (class in databricks.ml_features.entities.feature_function) FeatureLookup (class in databricks.ml_features.entities.feature_lookup) FeatureServingEndpoint (class in databricks.ml_features.entities.feature_serving_endpoint) FeatureSpec (class in databricks.ml_features_common.entities.feature_spec) FeatureSpecInfo (class in databricks.ml_features.entities.feature_spec_info) FeatureStoreClient (class in databricks.feature_store.client) FeatureTable (class in databricks.ml_features.entities.feature_table)

FeatureTableInfo (class in databricks.ml_features_common.entities.feature_table_info) filter_condition (databricks.ml_features.entities.aggregation.Aggregation property) (databricks.ml_features.entities.feature.Feature property) First (class in databricks.ml_features.entities.function) from_string() (databricks.ml_features.entities.function.Function class method) full_name (databricks.ml_features.entities.feature.Feature property) full_name() (databricks.ml_features.entities.data_source.DataFrameSource method) (databricks.ml_features.entities.data_source.DataSource method) (databricks.ml_features.entities.data_source.DeltaTableSource method) (databricks.ml_features.entities.data_source.KafkaSource method) (databricks.ml_features.entities.data_source.VolumeSource method) Function (class in databricks.ml_features.entities.function) function (databricks.ml_features.entities.aggregation.Aggregation property) (databricks.ml_features.entities.feature.Feature property) FunctionInfo (class in databricks.ml_features_common.entities.function_info)

G

get_columns_from_kafka_config() (databricks.ml_features.entities.data_source.KafkaSource static method) get_feature() (databricks.feature_engineering.client.FeatureEngineeringClient method) get_feature_serving_endpoint() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) get_kafka_config() (databricks.feature_engineering.client.FeatureEngineeringClient method)

get_online_store() (databricks.feature_engineering.client.FeatureEngineeringClient method) get_output_columns() (databricks.ml_features.training_set.TrainingSet method) get_table() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) grant_feature_serving_permissions() (databricks.feature_engineering.client.FeatureEngineeringClient method) granularity (databricks.ml_features.entities.feature_aggregations.FeatureAggregations property)

H

hostname (databricks.ml_features.online_store_spec.AmazonRdsMySqlSpec property) (databricks.ml_features.online_store_spec.AzureMySqlSpec property) (databricks.ml_features.online_store_spec.AzureSqlServerSpec property)

I

input_bindings (databricks.ml_features.entities.feature_function.FeatureFunction property) (databricks.ml_features_common.entities.on_demand_column_info.OnDemandColumnInfo property)

inputs (databricks.ml_features.entities.feature.Feature property)

K

KAFKA (databricks.ml_features.entities.data_source.DataSourceTypes attribute)

KafkaSource (class in databricks.ml_features.entities.data_source) KafkaSource.SchemaType (class in databricks.ml_features.entities.data_source)

L

Last (class in databricks.ml_features.entities.function) list_kafka_configs() (databricks.feature_engineering.client.FeatureEngineeringClient method) list_materialized_features() (databricks.feature_engineering.client.FeatureEngineeringClient method) list_online_stores() (databricks.feature_engineering.client.FeatureEngineeringClient method) load_df() (databricks.ml_features.entities.data_source.DataFrameSource method) (databricks.ml_features.entities.data_source.DataSource method) (databricks.ml_features.entities.data_source.DeltaTableSource method) (databricks.ml_features.entities.data_source.KafkaSource method) (databricks.ml_features.entities.data_source.VolumeSource method) (databricks.ml_features.training_set.TrainingSet method)

log_model() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) lookback_window (databricks.ml_features.entities.feature_lookup.FeatureLookup property) lookup_key (databricks.ml_features.entities.feature_aggregations.FeatureAggregations property) (databricks.ml_features.entities.feature_lookup.FeatureLookup property)

M

materialize_features() (databricks.feature_engineering.client.FeatureEngineeringClient method) MaterializedViewInfo (class in databricks.ml_features.entities.materialized_view_info) Max (class in databricks.ml_features.entities.function) Min (class in databricks.ml_features.entities.function) module databricks.feature_engineering.client databricks.feature_engineering.upgrade_client databricks.feature_store.client databricks.ml_features.entities.feature_spec_info databricks.ml_features.entities.feature_table databricks.ml_features.online_store_spec databricks.ml_features.training_set

N

name (databricks.ml_features.entities.data_source.KafkaSource property) (databricks.ml_features.entities.feature.Feature property) (databricks.ml_features.entities.function.ApproxCountDistinct property) (databricks.ml_features.entities.function.ApproxPercentile property) (databricks.ml_features.entities.function.Avg property) (databricks.ml_features.entities.function.Count property) (databricks.ml_features.entities.function.First property) (databricks.ml_features.entities.function.Function property) (databricks.ml_features.entities.function.Last property) (databricks.ml_features.entities.function.Max property) (databricks.ml_features.entities.function.Min property) (databricks.ml_features.entities.function.StddevPop property) (databricks.ml_features.entities.function.StddevSamp property) (databricks.ml_features.entities.function.Sum property) (databricks.ml_features.entities.function.VarPop property) (databricks.ml_features.entities.function.VarSamp property) (databricks.ml_features.entities.online_store.DatabricksOnlineStore attribute)

O

offset (databricks.ml_features.entities.time_window.TimeWindow property) OnDemandColumnInfo (class in databricks.ml_features_common.entities.on_demand_column_info) OnlineStoreSpec (class in databricks.ml_features.online_store_spec) order_column (databricks.ml_features.entities.data_source.DataSource property)

output_column (databricks.ml_features.entities.aggregation.Aggregation property) output_name (databricks.ml_features.entities.feature_function.FeatureFunction property) (databricks.ml_features.entities.feature_lookup.FeatureLookup property) (databricks.ml_features_common.entities.column_info.ColumnInfo property) (databricks.ml_features_common.entities.source_data_column_info.SourceDataColumnInfo property)

P

password (databricks.ml_features.online_store_spec.OnlineStoreSpec property) pipeline_id (databricks.ml_features.entities.materialized_view_info.MaterializedViewInfo property) pipeline_name (databricks.ml_features.entities.materialized_view_info.MaterializedViewInfo property) port (databricks.ml_features.online_store_spec.AmazonRdsMySqlSpec property) (databricks.ml_features.online_store_spec.AzureMySqlSpec property) (databricks.ml_features.online_store_spec.AzureSqlServerSpec property)

publish_table() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) PublishedTable (class in databricks.ml_features.entities.published_table)

Q

quartz_cron_expression (databricks.ml_features.entities.cron_schedule.CronSchedule property)

R

read_replica_count (databricks.ml_features.entities.online_store.DatabricksOnlineStore attribute) read_secret_prefix (databricks.ml_features.online_store_spec.OnlineStoreSpec property) read_table() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method)

region (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) register_table() (databricks.feature_store.client.FeatureStoreClient method)

S

schema_name (databricks.ml_features.entities.data_source.DeltaTableSource property) (databricks.ml_features.entities.feature.Feature property) score_batch() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) secret_access_key (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) Servable (class in databricks.ml_features.entities.feature_serving_endpoint) ServedEntity (class in databricks.ml_features.entities.feature_serving_endpoint) session_token (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) set_feature_table_tag() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method) slide_duration (databricks.ml_features.entities.time_window.SlidingWindow property) SlidingWindow (class in databricks.ml_features.entities.time_window) source (databricks.ml_features.entities.feature.Feature property) source_name (databricks.ml_features.entities.data_source.DataFrameSource property) source_table (databricks.ml_features.entities.feature_aggregations.FeatureAggregations property) source_type (databricks.ml_features.entities.data_source.DataSource property)

SourceDataColumnInfo (class in databricks.ml_features_common.entities.source_data_column_info) spark_window() (databricks.ml_features.entities.time_window.TimeWindow method) start_time (databricks.ml_features.entities.feature_aggregations.FeatureAggregations property) STARTING (databricks.ml_features.entities.online_store.DatabricksOnlineStore.State attribute) state (databricks.ml_features.entities.feature_serving_endpoint.FeatureServingEndpoint property) (databricks.ml_features.entities.online_store.DatabricksOnlineStore attribute) STATE_UNSPECIFIED (databricks.ml_features.entities.online_store.DatabricksOnlineStore.State attribute) StddevPop (class in databricks.ml_features.entities.function) StddevSamp (class in databricks.ml_features.entities.function) STOPPED (databricks.ml_features.entities.online_store.DatabricksOnlineStore.State attribute) store_type (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) (databricks.ml_features.online_store_spec.AmazonRdsMySqlSpec property) (databricks.ml_features.online_store_spec.AzureCosmosDBSpec property) (databricks.ml_features.online_store_spec.AzureMySqlSpec property) (databricks.ml_features.online_store_spec.AzureSqlServerSpec property) (databricks.ml_features.online_store_spec.OnlineStoreSpec property) Sum (class in databricks.ml_features.entities.function)

T

table_name (databricks.ml_features.entities.data_source.DeltaTableSource property) (databricks.ml_features.entities.feature_lookup.FeatureLookup property) (databricks.ml_features.online_store_spec.OnlineStoreSpec property) target_throughput_for_serverless (databricks.ml_features.online_store_spec.AzureCosmosDBSpec property) target_throughput_threshold_for_provisioned (databricks.ml_features.online_store_spec.AzureCosmosDBSpec property) time_window (databricks.ml_features.entities.aggregation.Aggregation property) (databricks.ml_features.entities.feature.Feature property) timeseries_column (databricks.ml_features.entities.data_source.DataSource property)

timestamp_key (databricks.ml_features.entities.feature_aggregations.FeatureAggregations property) TimeWindow (class in databricks.ml_features.entities.time_window) timezone_id (databricks.ml_features.entities.cron_schedule.CronSchedule property) topological_ordering (databricks.ml_features_common.entities.column_info.ColumnInfo property) TrainingSet (class in databricks.ml_features.training_set) ttl (databricks.ml_features.online_store_spec.AmazonDynamoDBSpec property) TumblingWindow (class in databricks.ml_features.entities.time_window) type (databricks.ml_features.online_store_spec.OnlineStoreSpec property)

U

udf_name (databricks.ml_features.entities.feature_function.FeatureFunction property) UNIFORM (databricks.ml_features.entities.data_source.DataSourceTypes attribute) update_feature_spec() (databricks.feature_engineering.client.FeatureEngineeringClient method) update_online_store() (databricks.feature_engineering.client.FeatureEngineeringClient method)

UPDATING (databricks.ml_features.entities.online_store.DatabricksOnlineStore.State attribute) upgrade_workspace_table() (databricks.feature_engineering.upgrade_client.UpgradeClient method) UpgradeClient (class in databricks.feature_engineering.upgrade_client) usage_policy_id (databricks.ml_features.entities.online_store.DatabricksOnlineStore attribute) user (databricks.ml_features.online_store_spec.OnlineStoreSpec property)

V

validate_columns_exist_in_schemas() (databricks.ml_features.entities.data_source.KafkaSource static method) VarPop (class in databricks.ml_features.entities.function)

VarSamp (class in databricks.ml_features.entities.function) VOLUME (databricks.ml_features.entities.data_source.DataSourceTypes attribute) VolumeSource (class in databricks.ml_features.entities.data_source)

W

window (databricks.ml_features.entities.aggregation.Aggregation property) Window (in module databricks.ml_features.entities.aggregation)

write_secret_prefix (databricks.ml_features.online_store_spec.OnlineStoreSpec property) write_table() (databricks.feature_engineering.client.FeatureEngineeringClient method) (databricks.feature_store.client.FeatureStoreClient method)