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"""
@generated by mypy-protobuf. Do not edit manually!
isort:skip_file
Copyright 2020 The Feast Authors
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
"""
import builtins
import collections.abc
import feast.core.DataSource_pb2
import feast.core.Feature_pb2
import google.protobuf.descriptor
import google.protobuf.duration_pb2
import google.protobuf.internal.containers
import google.protobuf.message
import google.protobuf.timestamp_pb2
import sys
if sys.version_info >= (3, 8):
import typing as typing_extensions
else:
import typing_extensions
DESCRIPTOR: google.protobuf.descriptor.FileDescriptor
class FeatureView(google.protobuf.message.Message):
DESCRIPTOR: google.protobuf.descriptor.Descriptor
SPEC_FIELD_NUMBER: builtins.int
META_FIELD_NUMBER: builtins.int
@property
def spec(self) -> global___FeatureViewSpec:
"""User-specified specifications of this feature view."""
@property
def meta(self) -> global___FeatureViewMeta:
"""System-populated metadata for this feature view."""
def __init__(
self,
*,
spec: global___FeatureViewSpec | None = ...,
meta: global___FeatureViewMeta | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["meta", b"meta", "spec", b"spec"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["meta", b"meta", "spec", b"spec"]) -> None: ...
global___FeatureView = FeatureView
class FeatureViewSpec(google.protobuf.message.Message):
"""Next available id: 13
TODO(adchia): refactor common fields from this and ODFV into separate metadata proto
"""
DESCRIPTOR: google.protobuf.descriptor.Descriptor
class TagsEntry(google.protobuf.message.Message):
DESCRIPTOR: google.protobuf.descriptor.Descriptor
KEY_FIELD_NUMBER: builtins.int
VALUE_FIELD_NUMBER: builtins.int
key: builtins.str
value: builtins.str
def __init__(
self,
*,
key: builtins.str = ...,
value: builtins.str = ...,
) -> None: ...
def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...
NAME_FIELD_NUMBER: builtins.int
PROJECT_FIELD_NUMBER: builtins.int
ENTITIES_FIELD_NUMBER: builtins.int
FEATURES_FIELD_NUMBER: builtins.int
ENTITY_COLUMNS_FIELD_NUMBER: builtins.int
DESCRIPTION_FIELD_NUMBER: builtins.int
TAGS_FIELD_NUMBER: builtins.int
OWNER_FIELD_NUMBER: builtins.int
TTL_FIELD_NUMBER: builtins.int
BATCH_SOURCE_FIELD_NUMBER: builtins.int
STREAM_SOURCE_FIELD_NUMBER: builtins.int
ONLINE_FIELD_NUMBER: builtins.int
name: builtins.str
"""Name of the feature view. Must be unique. Not updated."""
project: builtins.str
"""Name of Feast project that this feature view belongs to."""
@property
def entities(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.str]:
"""List of names of entities associated with this feature view."""
@property
def features(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[feast.core.Feature_pb2.FeatureSpecV2]:
"""List of specifications for each feature defined as part of this feature view."""
@property
def entity_columns(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[feast.core.Feature_pb2.FeatureSpecV2]:
"""List of specifications for each entity defined as part of this feature view."""
description: builtins.str
"""Description of the feature view."""
@property
def tags(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]:
"""User defined metadata"""
owner: builtins.str
"""Owner of the feature view."""
@property
def ttl(self) -> google.protobuf.duration_pb2.Duration:
"""Features in this feature view can only be retrieved from online serving
younger than ttl. Ttl is measured as the duration of time between
the feature's event timestamp and when the feature is retrieved
Feature values outside ttl will be returned as unset values and indicated to end user
"""
@property
def batch_source(self) -> feast.core.DataSource_pb2.DataSource:
"""Batch/Offline DataSource where this view can retrieve offline feature data."""
@property
def stream_source(self) -> feast.core.DataSource_pb2.DataSource:
"""Streaming DataSource from where this view can consume "online" feature data."""
online: builtins.bool
"""Whether these features should be served online or not"""
def __init__(
self,
*,
name: builtins.str = ...,
project: builtins.str = ...,
entities: collections.abc.Iterable[builtins.str] | None = ...,
features: collections.abc.Iterable[feast.core.Feature_pb2.FeatureSpecV2] | None = ...,
entity_columns: collections.abc.Iterable[feast.core.Feature_pb2.FeatureSpecV2] | None = ...,
description: builtins.str = ...,
tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,
owner: builtins.str = ...,
ttl: google.protobuf.duration_pb2.Duration | None = ...,
batch_source: feast.core.DataSource_pb2.DataSource | None = ...,
stream_source: feast.core.DataSource_pb2.DataSource | None = ...,
online: builtins.bool = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["batch_source", b"batch_source", "stream_source", b"stream_source", "ttl", b"ttl"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["batch_source", b"batch_source", "description", b"description", "entities", b"entities", "entity_columns", b"entity_columns", "features", b"features", "name", b"name", "online", b"online", "owner", b"owner", "project", b"project", "stream_source", b"stream_source", "tags", b"tags", "ttl", b"ttl"]) -> None: ...
global___FeatureViewSpec = FeatureViewSpec
class FeatureViewMeta(google.protobuf.message.Message):
DESCRIPTOR: google.protobuf.descriptor.Descriptor
CREATED_TIMESTAMP_FIELD_NUMBER: builtins.int
LAST_UPDATED_TIMESTAMP_FIELD_NUMBER: builtins.int
MATERIALIZATION_INTERVALS_FIELD_NUMBER: builtins.int
@property
def created_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp:
"""Time where this Feature View is created"""
@property
def last_updated_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp:
"""Time where this Feature View is last updated"""
@property
def materialization_intervals(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___MaterializationInterval]:
"""List of pairs (start_time, end_time) for which this feature view has been materialized."""
def __init__(
self,
*,
created_timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,
last_updated_timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,
materialization_intervals: collections.abc.Iterable[global___MaterializationInterval] | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "last_updated_timestamp", b"last_updated_timestamp"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "last_updated_timestamp", b"last_updated_timestamp", "materialization_intervals", b"materialization_intervals"]) -> None: ...
global___FeatureViewMeta = FeatureViewMeta
class MaterializationInterval(google.protobuf.message.Message):
DESCRIPTOR: google.protobuf.descriptor.Descriptor
START_TIME_FIELD_NUMBER: builtins.int
END_TIME_FIELD_NUMBER: builtins.int
@property
def start_time(self) -> google.protobuf.timestamp_pb2.Timestamp: ...
@property
def end_time(self) -> google.protobuf.timestamp_pb2.Timestamp: ...
def __init__(
self,
*,
start_time: google.protobuf.timestamp_pb2.Timestamp | None = ...,
end_time: google.protobuf.timestamp_pb2.Timestamp | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["end_time", b"end_time", "start_time", b"start_time"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["end_time", b"end_time", "start_time", b"start_time"]) -> None: ...
global___MaterializationInterval = MaterializationInterval