feast.core package

Submodules

feast.core.CoreService_pb2 module

class feast.core.CoreService_pb2.ApplyFeatureSetRequest

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

feature_set

Field feast.core.ApplyFeatureSetRequest.feature_set

class feast.core.CoreService_pb2.ApplyFeatureSetResponse

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

CREATED = 1

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

ERROR = 2

NO_CHANGE = 0

Status = <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object>

feature_set

Field feast.core.ApplyFeatureSetResponse.feature_set

status

Field feast.core.ApplyFeatureSetResponse.status

class feast.core.CoreService_pb2.GetFeastCoreVersionRequest

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

class feast.core.CoreService_pb2.GetFeastCoreVersionResponse

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

version

Field feast.core.GetFeastCoreVersionResponse.version

class feast.core.CoreService_pb2.GetFeatureSetRequest

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

name

Field feast.core.GetFeatureSetRequest.name

version

Field feast.core.GetFeatureSetRequest.version

class feast.core.CoreService_pb2.GetFeatureSetResponse

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

feature_set

Field feast.core.GetFeatureSetResponse.feature_set

class feast.core.CoreService_pb2.ListFeatureSetsRequest

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

class Filter

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

feature_set_name

Field feast.core.ListFeatureSetsRequest.Filter.feature_set_name

feature_set_version

Field feast.core.ListFeatureSetsRequest.Filter.feature_set_version

filter

Field feast.core.ListFeatureSetsRequest.filter

class feast.core.CoreService_pb2.ListFeatureSetsResponse

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

feature_sets

Field feast.core.ListFeatureSetsResponse.feature_sets

class feast.core.CoreService_pb2.ListStoresRequest

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

class Filter

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

name

Field feast.core.ListStoresRequest.Filter.name

filter

Field feast.core.ListStoresRequest.filter

class feast.core.CoreService_pb2.ListStoresResponse

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

store

Field feast.core.ListStoresResponse.store

class feast.core.CoreService_pb2.UpdateStoreRequest

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

store

Field feast.core.UpdateStoreRequest.store

class feast.core.CoreService_pb2.UpdateStoreResponse

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

NO_CHANGE = 0

Status = <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object>

UPDATED = 1

status

Field feast.core.UpdateStoreResponse.status

store

Field feast.core.UpdateStoreResponse.store

feast.core.CoreService_pb2_grpc module

class feast.core.CoreService_pb2_grpc.CoreServiceServicer

Bases: object

ApplyFeatureSet(request, context)

Create or update and existing feature set.

This function is idempotent - it will not create a new feature set if schema does not change. If an existing feature set is updated, core will advance the version number, which will be returned in response.

GetFeastCoreVersion(request, context)

Retrieve version information about this Feast deployment

GetFeatureSet(request, context)

Returns a specific feature set

ListFeatureSets(request, context)

Retrieve feature set details given a filter.

Returns all feature sets matching that filter. If none are found, an empty list will be returned. If no filter is provided in the request, the response will contain all the feature sets currently stored in the registry.

ListStores(request, context)

Retrieve store details given a filter.

Returns all stores matching that filter. If none are found, an empty list will be returned. If no filter is provided in the request, the response will contain all the stores currently stored in the registry.

UpdateStore(request, context)

Updates core with the configuration of the store.

If the changes are valid, core will return the given store configuration in response, and start or update the necessary feature population jobs for the updated store.

class feast.core.CoreService_pb2_grpc.CoreServiceStub(channel)

Bases: object

feast.core.CoreService_pb2_grpc.add_CoreServiceServicer_to_server(servicer, server)

feast.core.FeatureSet_pb2 module

class feast.core.FeatureSet_pb2.EntitySpec

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

name

Field feast.core.EntitySpec.name

value_type

Field feast.core.EntitySpec.value_type

class feast.core.FeatureSet_pb2.FeatureSetSpec

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

entities

Field feast.core.FeatureSetSpec.entities

features

Field feast.core.FeatureSetSpec.features

max_age

Field feast.core.FeatureSetSpec.max_age

name

Field feast.core.FeatureSetSpec.name

source

Field feast.core.FeatureSetSpec.source

version

Field feast.core.FeatureSetSpec.version

class feast.core.FeatureSet_pb2.FeatureSpec

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

name

Field feast.core.FeatureSpec.name

value_type

Field feast.core.FeatureSpec.value_type

feast.core.FeatureSet_pb2_grpc module

feast.core.Source_pb2 module

class feast.core.Source_pb2.KafkaSourceConfig

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

bootstrap_servers

Field feast.core.KafkaSourceConfig.bootstrap_servers

topic

Field feast.core.KafkaSourceConfig.topic

class feast.core.Source_pb2.Source

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

kafka_source_config

Field feast.core.Source.kafka_source_config

type

Field feast.core.Source.type

feast.core.Source_pb2_grpc module

feast.core.Store_pb2 module

class feast.core.Store_pb2.Store

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

BIGQUERY = 2

class BigQueryConfig

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

dataset_id

Field feast.core.Store.BigQueryConfig.dataset_id

project_id

Field feast.core.Store.BigQueryConfig.project_id

CASSANDRA = 3

class CassandraConfig

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

host

Field feast.core.Store.CassandraConfig.host

port

Field feast.core.Store.CassandraConfig.port

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

INVALID = 0

REDIS = 1

class RedisConfig

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

host

Field feast.core.Store.RedisConfig.host

port

Field feast.core.Store.RedisConfig.port

StoreType = <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object>

class Subscription

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>

name

Field feast.core.Store.Subscription.name

version

Field feast.core.Store.Subscription.version

bigquery_config

Field feast.core.Store.bigquery_config

cassandra_config

Field feast.core.Store.cassandra_config

name

Field feast.core.Store.name

redis_config

Field feast.core.Store.redis_config

subscriptions

Field feast.core.Store.subscriptions

type

Field feast.core.Store.type

feast.core.Store_pb2_grpc module

Module contents