From af05b4957e84258d547e7b348941d9acad518a92 Mon Sep 17 00:00:00 2001 From: Willem Pienaar Date: Fri, 3 Jan 2020 22:20:34 +0800 Subject: [PATCH 1/2] Add documentation building for Core and Serving gRPC APIs --- .gitignore | 2 + Makefile | 3 + docs/api/README.md | 2 - go.mod | 19 +-- go.sum | 358 +++++++++++++++++++++++++++++++++++++++++++++ protos/Makefile | 19 ++- 6 files changed, 391 insertions(+), 12 deletions(-) delete mode 100644 docs/api/README.md diff --git a/.gitignore b/.gitignore index 8aaa0b6920..b1d925e825 100644 --- a/.gitignore +++ b/.gitignore @@ -173,3 +173,5 @@ dmypy.json # Pyre type checker .pyre/ .vscode + +sdk/python/docs/html \ No newline at end of file diff --git a/Makefile b/Makefile index 245b0a1ac2..23d4ecd849 100644 --- a/Makefile +++ b/Makefile @@ -47,6 +47,9 @@ clean-html: rm -rf $(PROJECT_ROOT)/dist build-html: + rm -rf $(PROJECT_ROOT)/dist/ mkdir -p $(PROJECT_ROOT)/dist/python + mkdir -p $(PROJECT_ROOT)/dist/grpc + cd $(PROJECT_ROOT)/protos && $(MAKE) gen-docs cd $(PROJECT_ROOT)/sdk/python/docs && $(MAKE) html cp -r $(PROJECT_ROOT)/sdk/python/docs/html/* $(PROJECT_ROOT)/dist/python \ No newline at end of file diff --git a/docs/api/README.md b/docs/api/README.md deleted file mode 100644 index 47bb08a045..0000000000 --- a/docs/api/README.md +++ /dev/null @@ -1,2 +0,0 @@ -# API - diff --git a/go.mod b/go.mod index 66e5609139..8dc819493e 100644 --- a/go.mod +++ b/go.mod @@ -5,25 +5,26 @@ require ( github.com/Masterminds/semver v1.5.0 // indirect github.com/Masterminds/sprig v2.22.0+incompatible // indirect github.com/ghodss/yaml v1.0.0 + github.com/gogo/protobuf v1.3.1 // indirect github.com/golang/mock v1.2.0 github.com/golang/protobuf v1.3.2 - github.com/google/go-cmp v0.2.0 - github.com/google/uuid v1.1.1 // indirect + github.com/google/go-cmp v0.3.0 github.com/huandu/xstrings v1.2.0 // indirect - github.com/imdario/mergo v0.3.8 // indirect - github.com/inconshreveable/mousetrap v1.0.0 // indirect github.com/lyft/protoc-gen-validate v0.1.0 // indirect github.com/mitchellh/copystructure v1.0.0 // indirect github.com/mitchellh/go-homedir v1.1.0 github.com/mwitkow/go-proto-validators v0.2.0 // indirect github.com/pseudomuto/protoc-gen-doc v1.3.0 // indirect github.com/pseudomuto/protokit v0.2.0 // indirect - github.com/spf13/cobra v0.0.3 - github.com/spf13/viper v1.3.2 + github.com/spf13/cobra v0.0.4 + github.com/spf13/viper v1.4.0 github.com/woop/protoc-gen-doc v1.3.0 // indirect - golang.org/x/net v0.0.0-20180826012351-8a410e7b638d - google.golang.org/grpc v1.19.1 - gopkg.in/yaml.v2 v2.2.2 + golang.org/x/net v0.0.0-20191209160850-c0dbc17a3553 + google.golang.org/grpc v1.23.0 + gopkg.in/russross/blackfriday.v2 v2.0.0 // indirect + gopkg.in/yaml.v2 v2.2.4 + istio.io/gogo-genproto v0.0.0-20191212213402-78a529a42cd8 // indirect + istio.io/tools v0.0.0-20191228030621-c4eb6a11039c // indirect ) go 1.13 diff --git a/go.sum b/go.sum index a9f35f4f58..8ded1a626e 100644 --- a/go.sum +++ b/go.sum @@ -1,54 +1,201 @@ 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h1:lstksw84oURvj9y3tn8lGvRxyRC1S2+g5uuIzNfIOBs= +modernc.org/xc v1.0.0/go.mod h1:mRNCo0bvLjGhHO9WsyuKVU4q0ceiDDDoEeWDJHrNx8I= +sigs.k8s.io/structured-merge-diff v0.0.0-20190302045857-e85c7b244fd2/go.mod h1:wWxsB5ozmmv/SG7nM11ayaAW51xMvak/t1r0CSlcokI= +sigs.k8s.io/structured-merge-diff v0.0.0-20190525122527-15d366b2352e/go.mod h1:wWxsB5ozmmv/SG7nM11ayaAW51xMvak/t1r0CSlcokI= +sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o= diff --git a/protos/Makefile b/protos/Makefile index 87e543be32..5418d85d20 100644 --- a/protos/Makefile +++ b/protos/Makefile @@ -12,5 +12,22 @@ gen-python: @$(foreach dir,$(dirs),python -m grpc_tools.protoc -I. --python_out=../sdk/python/ --mypy_out=../sdk/python/ feast/$(dir)/*.proto;) @$(foreach dir,$(service_dirs),python -m grpc_tools.protoc -I. --grpc_python_out=../sdk/python/ feast/$(dir)/*.proto;) +install-dependencies-docs: + mkdir -p $$HOME/bin + mkdir -p $$HOME/include + go get github.com/golang/protobuf/proto && \ + go get gopkg.in/russross/blackfriday.v2 && \ + cd $$(mktemp -d) && \ + git clone https://github.com/istio/tools/ && \ + cd tools/cmd/protoc-gen-docs && \ + go build && \ + cp protoc-gen-docs $$HOME/bin && \ + cd $$HOME && curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v3.11.2/protoc-3.11.2-linux-x86_64.zip && \ + unzip protoc-3.11.2-linux-x86_64.zip -d protoc3 && \ + mv protoc3/bin/* $$HOME/bin/ && \ + chmod +x $$HOME/bin/protoc && \ + mv protoc3/include/* $$HOME/include + gen-docs: - protoc --doc_out=../docs/api/ --doc_opt=../docs/assets/protoc-gen-doc-markdown.tmpl,proto.md feast/core/*.proto feast/serving/*.proto feast/storage/*.proto feast/types/*.proto; \ No newline at end of file + protoc --docs_out=../dist/grpc feast/*/*.proto || \ + $(MAKE) install-dependencies-docs && PATH=$$HOME/bin:$$PATH protoc -I $$HOME/include/ -I . --docs_out=../dist/grpc feast/*/*.proto \ No newline at end of file From 35b9056b8f5227375090332ff168284008a11ef6 Mon Sep 17 00:00:00 2001 From: Willem Pienaar Date: Fri, 3 Jan 2020 22:29:55 +0800 Subject: [PATCH 2/2] Remove staticly generated Python documentation --- sdk/python/docs/html/.buildinfo | 4 - .../docs/html/.doctrees/environment.pickle | Bin 1972492 -> 0 bytes .../docs/html/.doctrees/feast.core.doctree | Bin 172558 -> 0 bytes sdk/python/docs/html/.doctrees/feast.doctree | Bin 184783 -> 0 bytes .../docs/html/.doctrees/feast.loaders.doctree | Bin 27111 -> 0 bytes .../docs/html/.doctrees/feast.serving.doctree | Bin 116726 -> 0 bytes .../docs/html/.doctrees/feast.storage.doctree | Bin 9446 -> 0 bytes .../docs/html/.doctrees/feast.types.doctree | Bin 110842 -> 0 bytes sdk/python/docs/html/.doctrees/index.doctree | Bin 126288 -> 0 bytes .../docs/html/.doctrees/modules.doctree | Bin 2541 -> 0 bytes sdk/python/docs/html/.nojekyll | 0 .../docs/html/_modules/feast/client.html | 853 -- .../docs/html/_modules/feast/config.html | 354 - .../_modules/feast/core/CoreService_pb2.html | 923 -- 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` diff --git a/sdk/python/docs/html/.nojekyll b/sdk/python/docs/html/.nojekyll deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/sdk/python/docs/html/_modules/feast/client.html b/sdk/python/docs/html/_modules/feast/client.html deleted file mode 100644 index 2acd4bd3d5..0000000000 --- a/sdk/python/docs/html/_modules/feast/client.html +++ /dev/null @@ -1,853 +0,0 @@ - - - - - - - - - - - feast.client — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

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- - - - - -
- -
- - - - - - - - - - - - - - - - - -
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Source code for feast.client

-# Copyright 2019 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 logging
-import os
-import sys
-from collections import OrderedDict
-from typing import Dict, Union
-from typing import List
-import grpc
-import pandas as pd
-import pyarrow as pa
-import pyarrow.parquet as pq
-from feast.core.CoreService_pb2 import (
-    GetFeastCoreVersionRequest,
-    ListFeatureSetsResponse,
-    ApplyFeatureSetRequest,
-    ListFeatureSetsRequest,
-    ApplyFeatureSetResponse,
-    GetFeatureSetRequest,
-    GetFeatureSetResponse,
-)
-from feast.core.CoreService_pb2_grpc import CoreServiceStub
-from feast.exceptions import format_grpc_exception
-from feast.feature_set import FeatureSet, Entity
-from feast.job import Job
-from feast.loaders.file import export_dataframe_to_staging_location
-from feast.loaders.ingest import ingest_table_to_kafka
-from feast.serving.ServingService_pb2 import GetFeastServingInfoResponse
-from feast.serving.ServingService_pb2 import (
-    GetOnlineFeaturesRequest,
-    GetBatchFeaturesRequest,
-    GetFeastServingInfoRequest,
-    GetOnlineFeaturesResponse,
-    DatasetSource,
-    DataFormat,
-    FeatureSetRequest,
-    FeastServingType,
-)
-from feast.serving.ServingService_pb2_grpc import ServingServiceStub
-
-_logger = logging.getLogger(__name__)
-
-GRPC_CONNECTION_TIMEOUT_DEFAULT = 3  # type: int
-GRPC_CONNECTION_TIMEOUT_APPLY = 600  # type: int
-FEAST_SERVING_URL_ENV_KEY = "FEAST_SERVING_URL"  # type: str
-FEAST_CORE_URL_ENV_KEY = "FEAST_CORE_URL"  # type: str
-BATCH_FEATURE_REQUEST_WAIT_TIME_SECONDS = 300
-CPU_COUNT = os.cpu_count()  # type: int
-
-
-
[docs]class Client: - """ - Feast Client: Used for creating, managing, and retrieving features. - """ - - def __init__( - self, core_url: str = None, serving_url: str = None, verbose: bool = False - ): - """ - The Feast Client should be initialized with at least one service url - - Args: - core_url: Feast Core URL. Used to manage features - serving_url: Feast Serving URL. Used to retrieve features - verbose: Enable verbose logging - """ - self._core_url = core_url - self._serving_url = serving_url - self._verbose = verbose - self.__core_channel: grpc.Channel = None - self.__serving_channel: grpc.Channel = None - self._core_service_stub: CoreServiceStub = None - self._serving_service_stub: ServingServiceStub = None - - @property - def core_url(self) -> str: - """ - Retrieve Feast Core URL - """ - - if self._core_url is not None: - return self._core_url - if os.getenv(FEAST_CORE_URL_ENV_KEY) is not None: - return os.getenv(FEAST_CORE_URL_ENV_KEY) - return "" - - @core_url.setter - def core_url(self, value: str): - """ - Set the Feast Core URL - - Returns: - Feast Core URL string - """ - self._core_url = value - - @property - def serving_url(self) -> str: - """ - Retrieve Serving Core URL - """ - if self._serving_url is not None: - return self._serving_url - if os.getenv(FEAST_SERVING_URL_ENV_KEY) is not None: - return os.getenv(FEAST_SERVING_URL_ENV_KEY) - return "" - - @serving_url.setter - def serving_url(self, value: str): - """ - Set the Feast Serving URL - - Returns: - Feast Serving URL string - """ - self._serving_url = value - -
[docs] def version(self): - """ - Returns version information from Feast Core and Feast Serving - """ - - self._connect_core() - self._connect_serving() - - core_version = "" - serving_version = "" - core_status = "not connected" - serving_status = "not connected" - - try: - core_version = self._core_service_stub.GetFeastCoreVersion( - GetFeastCoreVersionRequest(), timeout=GRPC_CONNECTION_TIMEOUT_DEFAULT - ).version - core_status = "connected" - except grpc.RpcError as e: - print(format_grpc_exception("GetFeastCoreVersion", e.code(), e.details())) - - try: - serving_version = self._serving_service_stub.GetFeastServingInfo( - GetFeastServingInfoRequest(), timeout=GRPC_CONNECTION_TIMEOUT_DEFAULT - ).version - serving_status = "connected" - except grpc.RpcError as e: - print(format_grpc_exception("GetFeastServingInfo", e.code(), e.details())) - - return { - "core": { - "url": self.core_url, - "version": core_version, - "status": core_status, - }, - "serving": { - "url": self.serving_url, - "version": serving_version, - "status": serving_status, - }, - }
- - def _connect_core(self, skip_if_connected: bool = True): - """ - Connect to Core API - - Args: - skip_if_connected: Do not attempt to connect if already connected - """ - if skip_if_connected and self._core_service_stub: - return - - if not self.core_url: - raise ValueError("Please set Feast Core URL.") - - if self.__core_channel is None: - self.__core_channel = grpc.insecure_channel(self.core_url) - - try: - grpc.channel_ready_future(self.__core_channel).result( - timeout=GRPC_CONNECTION_TIMEOUT_DEFAULT - ) - except grpc.FutureTimeoutError: - print( - f"Connection timed out while attempting to connect to Feast Core gRPC server {self.core_url}" - ) - sys.exit(1) - else: - self._core_service_stub = CoreServiceStub(self.__core_channel) - - def _connect_serving(self, skip_if_connected=True): - """ - Connect to Serving API - - Args: - skip_if_connected: Do not attempt to connect if already connected - """ - - if skip_if_connected and self._serving_service_stub: - return - - if not self.serving_url: - raise ValueError("Please set Feast Serving URL.") - - if self.__serving_channel is None: - self.__serving_channel = grpc.insecure_channel(self.serving_url) - - try: - grpc.channel_ready_future(self.__serving_channel).result( - timeout=GRPC_CONNECTION_TIMEOUT_DEFAULT - ) - except grpc.FutureTimeoutError: - print( - f"Connection timed out while attempting to connect to Feast Serving gRPC server {self.serving_url} " - ) - sys.exit(1) - else: - self._serving_service_stub = ServingServiceStub(self.__serving_channel) - -
[docs] def apply(self, feature_sets: Union[List[FeatureSet], FeatureSet]): - """ - Idempotently registers feature set(s) with Feast Core. Either a single - feature set or a list can be provided. - - Args: - feature_sets: List of feature sets that will be registered - """ - if not isinstance(feature_sets, list): - feature_sets = [feature_sets] - for feature_set in feature_sets: - if isinstance(feature_set, FeatureSet): - self._apply_feature_set(feature_set) - continue - raise ValueError( - f"Could not determine feature set type to apply {feature_set}" - )
- - def _apply_feature_set(self, feature_set: FeatureSet): - """ - Registers a single feature set with Feast - - Args: - feature_set: Feature set that will be registered - """ - self._connect_core() - feature_set._client = self - - valid, message = feature_set.is_valid() - if not valid: - raise Exception(message) - try: - # Convert the feature set to a request and send to Feast Core - apply_fs_response = self._core_service_stub.ApplyFeatureSet( - ApplyFeatureSetRequest(feature_set=feature_set.to_proto()), - timeout=GRPC_CONNECTION_TIMEOUT_APPLY, - ) # type: ApplyFeatureSetResponse - - # Extract the returned feature set - applied_fs = FeatureSet.from_proto(apply_fs_response.feature_set) - - # If the feature set has changed, update the local copy - if apply_fs_response.status == ApplyFeatureSetResponse.Status.CREATED: - print( - f'Feature set updated/created: "{applied_fs.name}:{applied_fs.version}".' - ) - # Deep copy from the returned feature set to the local feature set - feature_set._update_from_feature_set(applied_fs, is_dirty=False) - return - - # If no change has been applied, do nothing - if apply_fs_response.status == ApplyFeatureSetResponse.Status.NO_CHANGE: - print(f"No change detected in feature set {feature_set.name}") - return - - except grpc.RpcError as e: - print(format_grpc_exception("ApplyFeatureSet", e.code(), e.details())) - -
[docs] def list_feature_sets(self) -> List[FeatureSet]: - """ - Retrieve a list of feature sets from Feast Core - - Returns: - List of feature sets - """ - self._connect_core() - - try: - # Get latest feature sets from Feast Core - feature_set_protos = self._core_service_stub.ListFeatureSets( - ListFeatureSetsRequest() - ) # type: ListFeatureSetsResponse - except grpc.RpcError as e: - raise Exception( - format_grpc_exception("ListFeatureSets", e.code(), e.details()) - ) - - # Extract feature sets and return - feature_sets = [] - for feature_set_proto in feature_set_protos.feature_sets: - feature_set = FeatureSet.from_proto(feature_set_proto) - feature_set._client = self - feature_sets.append(feature_set) - return feature_sets
- -
[docs] def get_feature_set( - self, name: str, version: int = None, fail_if_missing: bool = False - ) -> Union[FeatureSet, None]: - """ - Retrieves a feature set. If no version is specified then the latest - version will be returned. - - Args: - name: Name of feature set - version: Version of feature set - fail_if_missing: Raise an error if feature set is not found - - Returns: - Returns either the specified feature set, or None if not found - """ - self._connect_core() - try: - name = name.strip() - if version is None: - version = 0 - get_feature_set_response = self._core_service_stub.GetFeatureSet( - GetFeatureSetRequest(name=name, version=version) - ) # type: GetFeatureSetResponse - feature_set = get_feature_set_response.feature_set - except grpc.RpcError as e: - print(format_grpc_exception("GetFeatureSet", e.code(), e.details())) - else: - if feature_set is not None: - return FeatureSet.from_proto(feature_set) - - if fail_if_missing: - raise Exception( - f'Could not find feature set with name "{name}" and ' - f'version "{version}"' - )
- -
[docs] def list_entities(self) -> Dict[str, Entity]: - """ - Returns a dictionary of entities across all feature sets - - Returns: - Dictionary of entities, indexed by name - """ - entities_dict = OrderedDict() - for fs in self.list_feature_sets(): - for entity in fs.entities: - entities_dict[entity.name] = entity - return entities_dict
- -
[docs] def get_batch_features( - self, feature_ids: List[str], entity_rows: pd.DataFrame - ) -> Job: - """ - Retrieves historical features from a Feast Serving deployment. - - Args: - feature_ids: List of feature ids that will be returned for each - entity. Each feature id should have the following format - "feature_set_name:version:feature_name". - entity_rows: Pandas dataframe containing entities and a 'datetime' - column. Each entity in a feature set must be present as a column - in this dataframe. The datetime column must - - Returns: - Returns a job object that can be used to monitor retrieval progress - asynchronously, and can be used to materialize the results - - Examples: - >>> from feast import Client - >>> from datetime import datetime - >>> - >>> feast_client = Client(core_url="localhost:6565", serving_url="localhost:6566") - >>> feature_ids = ["customer:1:bookings_7d"] - >>> entity_rows = pd.DataFrame( - >>> { - >>> "datetime": [pd.datetime.now() for _ in range(3)], - >>> "customer": [1001, 1002, 1003], - >>> } - >>> ) - >>> feature_retrieval_job = feast_client.get_batch_features(feature_ids, entity_rows) - >>> df = feature_retrieval_job.to_dataframe() - >>> print(df) - """ - - self._connect_serving() - - try: - fs_request = _build_feature_set_request(feature_ids) - - # Validate entity rows based on entities in Feast Core - self._validate_entity_rows_for_batch_retrieval(entity_rows, fs_request) - - # We want the timestamp column naming to be consistent with the - # rest of Feast - entity_rows.columns = [ - "event_timestamp" if col == "datetime" else col - for col in entity_rows.columns - ] - - # Remove timezone from datetime column - if isinstance( - entity_rows["event_timestamp"].dtype, - pd.core.dtypes.dtypes.DatetimeTZDtype, - ): - entity_rows["event_timestamp"] = pd.DatetimeIndex( - entity_rows["event_timestamp"] - ).tz_localize(None) - - # Retrieve serving information to determine store type and - # staging location - serving_info = self._serving_service_stub.GetFeastServingInfo( - GetFeastServingInfoRequest(), timeout=GRPC_CONNECTION_TIMEOUT_DEFAULT - ) # type: GetFeastServingInfoResponse - - if serving_info.type != FeastServingType.FEAST_SERVING_TYPE_BATCH: - raise Exception( - f'You are connected to a store "{self._serving_url}" which ' - f"does not support batch retrieval " - ) - - # Export and upload entity row dataframe to staging location - # provided by Feast - staged_file = export_dataframe_to_staging_location( - entity_rows, serving_info.job_staging_location - ) # type: str - - request = GetBatchFeaturesRequest( - feature_sets=fs_request, - dataset_source=DatasetSource( - file_source=DatasetSource.FileSource( - file_uris=[staged_file], data_format=DataFormat.DATA_FORMAT_AVRO - ) - ), - ) - - # Retrieve Feast Job object to manage life cycle of retrieval - response = self._serving_service_stub.GetBatchFeatures(request) - return Job(response.job, self._serving_service_stub) - - except grpc.RpcError as e: - print(format_grpc_exception("GetBatchFeatures", e.code(), e.details()))
- - def _validate_entity_rows_for_batch_retrieval( - self, entity_rows, feature_sets_request - ): - """ - Validate whether an entity_row dataframe contains the correct - information for batch retrieval - - Args: - entity_rows: Pandas dataframe containing entities and datetime - column. Each entity in a feature set must be present as a - column in this dataframe. - feature_sets_request: Feature sets that will be requested - """ - - # Ensure datetime column exists - if "datetime" not in entity_rows.columns: - raise ValueError( - f'Entity rows does not contain "datetime" column in columns ' - f"{entity_rows.columns}" - ) - - # Validate dataframe columns based on feature set entities - for feature_set in feature_sets_request: - fs = self.get_feature_set( - name=feature_set.name, version=feature_set.version - ) - if fs is None: - raise ValueError( - f'Feature set "{feature_set.name}:{feature_set.version}" ' - f"could not be found" - ) - for entity_type in fs.entities: - if entity_type.name not in entity_rows.columns: - raise ValueError( - f'Dataframe does not contain entity "{entity_type.name}"' - f' column in columns "{entity_rows.columns}"' - ) - -
[docs] def get_online_features( - self, - feature_ids: List[str], - entity_rows: List[GetOnlineFeaturesRequest.EntityRow], - ) -> GetOnlineFeaturesResponse: - """ - Retrieves the latest online feature data from Feast Serving - - Args: - feature_ids: List of feature Ids in the following format - [feature_set_name]:[version]:[feature_name] - example: - ["feature_set_1:6:my_feature_1", - "feature_set_1:6:my_feature_2",] - entity_rows: List of GetFeaturesRequest.EntityRow where each row - contains entities. Timestamp should not be set for online - retrieval. All entity types within a feature - - Returns: - Returns a list of maps where each item in the list contains the - latest feature values for the provided entities - """ - - self._connect_serving() - - try: - response = self._serving_service_stub.GetOnlineFeatures( - GetOnlineFeaturesRequest( - feature_sets=_build_feature_set_request(feature_ids), - entity_rows=entity_rows, - ) - ) # type: GetOnlineFeaturesResponse - except grpc.RpcError as e: - print(format_grpc_exception("GetOnlineFeatures", e.code(), e.details())) - else: - return response
- -
[docs] def ingest( - self, - feature_set: Union[str, FeatureSet], - source: Union[pd.DataFrame, str], - version: int = None, - force_update: bool = False, - max_workers: int = CPU_COUNT, - disable_progress_bar: bool = False, - chunk_size: int = 5000, - timeout: int = None, - ): - """ - Loads feature data into Feast for a specific feature set. - - Args: - feature_set: Name of feature set or a feature set object - source: Either a file path or Pandas Dataframe to ingest into Feast - Files that are currently supported: - * parquet - * csv - * json - version: Feature set version - force_update: Automatically update feature set based on source data - prior to ingesting. This will also register changes to Feast - max_workers: Number of worker processes to use to encode values - disable_progress_bar: Disable printing of progress statistics - chunk_size: Maximum amount of rows to load into memory and ingest at - a time - timeout: Seconds to wait before ingestion times out - """ - if isinstance(feature_set, FeatureSet): - name = feature_set.name - if version is None: - version = feature_set.version - elif isinstance(feature_set, str): - name = feature_set - else: - raise Exception(f"Feature set name must be provided") - - table = _read_table_from_source(source) - - # Update the feature set based on DataFrame schema - if force_update: - # Use a small as reference DataFrame to infer fields - ref_df = table.to_batches(max_chunksize=20)[0].to_pandas() - - feature_set.infer_fields_from_df( - ref_df, discard_unused_fields=True, replace_existing_features=True - ) - self.apply(feature_set) - - feature_set = self.get_feature_set(name, version, fail_if_missing=True) - - if feature_set.source.source_type == "Kafka": - ingest_table_to_kafka( - feature_set=feature_set, - table=table, - max_workers=max_workers, - disable_pbar=disable_progress_bar, - chunk_size=chunk_size, - timeout=timeout, - ) - else: - raise Exception( - f"Could not determine source type for feature set " - f'"{feature_set.name}" with source type ' - f'"{feature_set.source.source_type}"' - )
- - -def _build_feature_set_request(feature_ids: List[str]) -> List[FeatureSetRequest]: - """ - Builds a list of FeatureSet objects from feature set ids in order to - retrieve feature data from Feast Serving - - Args: - feature_ids: List of feature ids - ("feature_set_name:version:feature_name") - """ - feature_set_request = dict() # type: Dict[str, FeatureSetRequest] - for feature_id in feature_ids: - fid_parts = feature_id.split(":") - if len(fid_parts) == 3: - feature_set, version, feature = fid_parts - else: - raise ValueError( - f"Could not parse feature id ${feature_id}, needs 2 colons" - ) - - if feature_set not in feature_set_request: - feature_set_request[feature_set] = FeatureSetRequest( - name=feature_set, version=int(version) - ) - feature_set_request[feature_set].feature_names.append(feature) - return list(feature_set_request.values()) - - -def _read_table_from_source(source: Union[pd.DataFrame, str]) -> pa.lib.Table: - """ - Infers a data source type (path or Pandas Dataframe) and reads it in as - a PyArrow Table. - - Args: - source: Either a string path or Pandas Dataframe - - Returns: - PyArrow table - """ - # Pandas dataframe detected - if isinstance(source, pd.DataFrame): - table = pa.Table.from_pandas(df=source) - - # Inferring a string path - elif isinstance(source, str): - file_path = source - filename, file_ext = os.path.splitext(file_path) - - if ".csv" in file_ext: - from pyarrow import csv - - table = csv.read_csv(filename) - elif ".json" in file_ext: - from pyarrow import json - - table = json.read_json(filename) - else: - table = pq.read_table(file_path) - else: - raise ValueError(f"Unknown data source provided for ingestion: {source}") - - # Ensure that PyArrow table is initialised - assert isinstance(table, pa.lib.Table) - return table -
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/config.html b/sdk/python/docs/html/_modules/feast/config.html deleted file mode 100644 index 75eb5624fe..0000000000 --- a/sdk/python/docs/html/_modules/feast/config.html +++ /dev/null @@ -1,354 +0,0 @@ - - - - - - - - - - - feast.config — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for feast.config

-#
-#  Copyright 2019 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.
-#
-
-from os.path import expanduser, join
-import logging
-import os
-import sys
-from typing import Dict
-from urllib.parse import urlparse
-from urllib.parse import ParseResult
-
-import toml
-
-_logger = logging.getLogger(__name__)
-
-feast_configuration_properties = {"core_url": "URL", "serving_url": "URL"}
-
-CONFIGURATION_FILE_DIR = os.environ.get("FEAST_CONFIG", ".feast")
-CONFIGURATION_FILE_NAME = "config.toml"
-
-
-def _get_or_create_config() -> Dict:
-    """Get user configuration file or create it and return"""
-
-    user_config_file_dir, user_config_file_path = _get_config_file_locations()
-    user_config_file_dir = user_config_file_dir.rstrip("/") + "/"
-    if not os.path.exists(os.path.dirname(user_config_file_dir)):
-        os.makedirs(os.path.dirname(user_config_file_dir))
-
-    if not os.path.isfile(user_config_file_path):
-        _save_config(user_config_file_path, _props_to_dict())
-
-    try:
-        return toml.load(user_config_file_path)
-    except FileNotFoundError:
-        _logger.error(
-            "Could not find Feast configuration file " + user_config_file_path
-        )
-        sys.exit(1)
-    except toml.decoder.TomlDecodeError:
-        _logger.error(
-            "Could not decode Feast configuration file " + user_config_file_path
-        )
-        sys.exit(1)
-    except Exception as e:
-        _logger.error(e)
-        sys.exit(1)
-
-
-
[docs]def set_property(prop: str, value: str): - """ - Sets a single property in the Feast users local configuration file - - Args: - prop: Feast property name - value: Feast property value - """ - if _is_valid_property(prop, value): - active_feast_config = _get_or_create_config() - active_feast_config[prop] = value - _, user_config_file_path = _get_config_file_locations() - _save_config(user_config_file_path, active_feast_config) - print("Updated property [%s]" % prop) - else: - _logger.error("Invalid property selected") - sys.exit(1)
- - -
[docs]def get_config_property_or_fail(prop: str, force_config: Dict[str, str] = None) -> str: - """ - Gets a single property in the users configuration - - Args: - prop: Property to retrieve - force_config: Configuration dictionary containing properties that should - be overridden. This will take precedence over file based properties. - - Returns: - Returns a string property - """ - if ( - isinstance(force_config, dict) - and prop in force_config - and force_config[prop] is not None - ): - return force_config[prop] - - active_feast_config = _get_or_create_config() - if _is_valid_property(prop, active_feast_config[prop]): - return active_feast_config[prop] - _logger.error("Could not load Feast property from configuration: %s" % prop) - sys.exit(1)
- - -def _props_to_dict() -> Dict[str, str]: - """Create empty dictionary of all Feast properties""" - prop_dict = {} - for prop in feast_configuration_properties: - prop_dict[prop] = "" - return prop_dict - - -def _is_valid_property(prop: str, value: str) -> bool: - """ - Validates both a Feast property as well as value - - Args: - prop: Feast property name - value: Feast property value - - Returns: - Returns True if property and value are valid - """ - if prop not in feast_configuration_properties: - _logger.error("You are trying to set an invalid property") - sys.exit(1) - - prop_type = feast_configuration_properties[prop] - - if prop_type == "URL": - if "//" not in value: - value = "%s%s" % ("grpc://", value) - parsed_value = urlparse(value) # type: ParseResult - if parsed_value.netloc: - return True - - _logger.error("The property you are trying to set could not be identified") - sys.exit(1) - - -def _save_config(user_config_file_path: str, config_string: Dict[str, str]): - """ - Saves Feast configuration - - Args: - user_config_file_path: Local file system path to save configuration - config_string: Contents in dictionary format to save to path - """ - try: - with open(user_config_file_path, "w+") as f: - toml.dump(config_string, f) - except Exception as e: - _logger.error("Could not update configuration file for Feast") - print(e) - sys.exit(1) - - -def _get_config_file_locations() -> (str, str): - """Gets the local user configuration directory and file path""" - user_config_file_dir = join(expanduser("~"), CONFIGURATION_FILE_DIR) - user_config_file_path = join(user_config_file_dir, CONFIGURATION_FILE_NAME) - return user_config_file_dir, user_config_file_path -
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- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/core/CoreService_pb2.html b/sdk/python/docs/html/_modules/feast/core/CoreService_pb2.html deleted file mode 100644 index 86694f9cca..0000000000 --- a/sdk/python/docs/html/_modules/feast/core/CoreService_pb2.html +++ /dev/null @@ -1,923 +0,0 @@ - - - - - - - - - - - feast.core.CoreService_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
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- - - - - - - - - - - - - - - - - -
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    - -
  • Docs »
  • - -
  • Module code »
  • - -
  • feast.core.CoreService_pb2
  • - - -
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  • - -
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Source code for feast.core.CoreService_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/core/CoreService.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from feast.core import FeatureSet_pb2 as feast_dot_core_dot_FeatureSet__pb2
-from feast.core import Store_pb2 as feast_dot_core_dot_Store__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/core/CoreService.proto',
-  package='feast.core',
-  syntax='proto3',
-  serialized_options=_b('\n\nfeast.coreB\020CoreServiceProtoZ/github.com/gojek/feast/sdk/go/protos/feast/core'),
-  serialized_pb=_b('\n\x1c\x66\x65\x61st/core/CoreService.proto\x12\nfeast.core\x1a\x1b\x66\x65\x61st/core/FeatureSet.proto\x1a\x16\x66\x65\x61st/core/Store.proto\"5\n\x14GetFeatureSetRequest\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07version\x18\x02 \x01(\x05\"H\n\x15GetFeatureSetResponse\x12/\n\x0b\x66\x65\x61ture_set\x18\x01 \x01(\x0b\x32\x1a.feast.core.FeatureSetSpec\"\x94\x01\n\x16ListFeatureSetsRequest\x12\x39\n\x06\x66ilter\x18\x01 \x01(\x0b\x32).feast.core.ListFeatureSetsRequest.Filter\x1a?\n\x06\x46ilter\x12\x18\n\x10\x66\x65\x61ture_set_name\x18\x01 \x01(\t\x12\x1b\n\x13\x66\x65\x61ture_set_version\x18\x02 \x01(\t\"K\n\x17ListFeatureSetsResponse\x12\x30\n\x0c\x66\x65\x61ture_sets\x18\x01 \x03(\x0b\x32\x1a.feast.core.FeatureSetSpec\"a\n\x11ListStoresRequest\x12\x34\n\x06\x66ilter\x18\x01 \x01(\x0b\x32$.feast.core.ListStoresRequest.Filter\x1a\x16\n\x06\x46ilter\x12\x0c\n\x04name\x18\x01 \x01(\t\"6\n\x12ListStoresResponse\x12 \n\x05store\x18\x01 \x03(\x0b\x32\x11.feast.core.Store\"I\n\x16\x41pplyFeatureSetRequest\x12/\n\x0b\x66\x65\x61ture_set\x18\x01 \x01(\x0b\x32\x1a.feast.core.FeatureSetSpec\"\xb7\x01\n\x17\x41pplyFeatureSetResponse\x12/\n\x0b\x66\x65\x61ture_set\x18\x01 \x01(\x0b\x32\x1a.feast.core.FeatureSetSpec\x12:\n\x06status\x18\x02 \x01(\x0e\x32*.feast.core.ApplyFeatureSetResponse.Status\"/\n\x06Status\x12\r\n\tNO_CHANGE\x10\x00\x12\x0b\n\x07\x43REATED\x10\x01\x12\t\n\x05\x45RROR\x10\x02\"\x1c\n\x1aGetFeastCoreVersionRequest\".\n\x1bGetFeastCoreVersionResponse\x12\x0f\n\x07version\x18\x01 \x01(\t\"6\n\x12UpdateStoreRequest\x12 \n\x05store\x18\x01 \x01(\x0b\x32\x11.feast.core.Store\"\x95\x01\n\x13UpdateStoreResponse\x12 \n\x05store\x18\x01 \x01(\x0b\x32\x11.feast.core.Store\x12\x36\n\x06status\x18\x02 \x01(\x0e\x32&.feast.core.UpdateStoreResponse.Status\"$\n\x06Status\x12\r\n\tNO_CHANGE\x10\x00\x12\x0b\n\x07UPDATED\x10\x01\x32\xa0\x04\n\x0b\x43oreService\x12\x66\n\x13GetFeastCoreVersion\x12&.feast.core.GetFeastCoreVersionRequest\x1a\'.feast.core.GetFeastCoreVersionResponse\x12T\n\rGetFeatureSet\x12 .feast.core.GetFeatureSetRequest\x1a!.feast.core.GetFeatureSetResponse\x12Z\n\x0fListFeatureSets\x12\".feast.core.ListFeatureSetsRequest\x1a#.feast.core.ListFeatureSetsResponse\x12K\n\nListStores\x12\x1d.feast.core.ListStoresRequest\x1a\x1e.feast.core.ListStoresResponse\x12Z\n\x0f\x41pplyFeatureSet\x12\".feast.core.ApplyFeatureSetRequest\x1a#.feast.core.ApplyFeatureSetResponse\x12N\n\x0bUpdateStore\x12\x1e.feast.core.UpdateStoreRequest\x1a\x1f.feast.core.UpdateStoreResponseBO\n\nfeast.coreB\x10\x43oreServiceProtoZ/github.com/gojek/feast/sdk/go/protos/feast/coreb\x06proto3')
-  ,
-  dependencies=[feast_dot_core_dot_FeatureSet__pb2.DESCRIPTOR,feast_dot_core_dot_Store__pb2.DESCRIPTOR,])
-
-
-
-_APPLYFEATURESETRESPONSE_STATUS = _descriptor.EnumDescriptor(
-  name='Status',
-  full_name='feast.core.ApplyFeatureSetResponse.Status',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='NO_CHANGE', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='CREATED', index=1, number=1,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='ERROR', index=2, number=2,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=821,
-  serialized_end=868,
-)
-_sym_db.RegisterEnumDescriptor(_APPLYFEATURESETRESPONSE_STATUS)
-
-_UPDATESTORERESPONSE_STATUS = _descriptor.EnumDescriptor(
-  name='Status',
-  full_name='feast.core.UpdateStoreResponse.Status',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='NO_CHANGE', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='UPDATED', index=1, number=1,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=1118,
-  serialized_end=1154,
-)
-_sym_db.RegisterEnumDescriptor(_UPDATESTORERESPONSE_STATUS)
-
-
-_GETFEATURESETREQUEST = _descriptor.Descriptor(
-  name='GetFeatureSetRequest',
-  full_name='feast.core.GetFeatureSetRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.core.GetFeatureSetRequest.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='version', full_name='feast.core.GetFeatureSetRequest.version', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=97,
-  serialized_end=150,
-)
-
-
-_GETFEATURESETRESPONSE = _descriptor.Descriptor(
-  name='GetFeatureSetResponse',
-  full_name='feast.core.GetFeatureSetResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_set', full_name='feast.core.GetFeatureSetResponse.feature_set', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=152,
-  serialized_end=224,
-)
-
-
-_LISTFEATURESETSREQUEST_FILTER = _descriptor.Descriptor(
-  name='Filter',
-  full_name='feast.core.ListFeatureSetsRequest.Filter',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_set_name', full_name='feast.core.ListFeatureSetsRequest.Filter.feature_set_name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='feature_set_version', full_name='feast.core.ListFeatureSetsRequest.Filter.feature_set_version', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=312,
-  serialized_end=375,
-)
-
-_LISTFEATURESETSREQUEST = _descriptor.Descriptor(
-  name='ListFeatureSetsRequest',
-  full_name='feast.core.ListFeatureSetsRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='filter', full_name='feast.core.ListFeatureSetsRequest.filter', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_LISTFEATURESETSREQUEST_FILTER, ],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=227,
-  serialized_end=375,
-)
-
-
-_LISTFEATURESETSRESPONSE = _descriptor.Descriptor(
-  name='ListFeatureSetsResponse',
-  full_name='feast.core.ListFeatureSetsResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_sets', full_name='feast.core.ListFeatureSetsResponse.feature_sets', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=377,
-  serialized_end=452,
-)
-
-
-_LISTSTORESREQUEST_FILTER = _descriptor.Descriptor(
-  name='Filter',
-  full_name='feast.core.ListStoresRequest.Filter',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.core.ListStoresRequest.Filter.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=529,
-  serialized_end=551,
-)
-
-_LISTSTORESREQUEST = _descriptor.Descriptor(
-  name='ListStoresRequest',
-  full_name='feast.core.ListStoresRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='filter', full_name='feast.core.ListStoresRequest.filter', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_LISTSTORESREQUEST_FILTER, ],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=454,
-  serialized_end=551,
-)
-
-
-_LISTSTORESRESPONSE = _descriptor.Descriptor(
-  name='ListStoresResponse',
-  full_name='feast.core.ListStoresResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='store', full_name='feast.core.ListStoresResponse.store', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=553,
-  serialized_end=607,
-)
-
-
-_APPLYFEATURESETREQUEST = _descriptor.Descriptor(
-  name='ApplyFeatureSetRequest',
-  full_name='feast.core.ApplyFeatureSetRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_set', full_name='feast.core.ApplyFeatureSetRequest.feature_set', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=609,
-  serialized_end=682,
-)
-
-
-_APPLYFEATURESETRESPONSE = _descriptor.Descriptor(
-  name='ApplyFeatureSetResponse',
-  full_name='feast.core.ApplyFeatureSetResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_set', full_name='feast.core.ApplyFeatureSetResponse.feature_set', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='status', full_name='feast.core.ApplyFeatureSetResponse.status', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-    _APPLYFEATURESETRESPONSE_STATUS,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=685,
-  serialized_end=868,
-)
-
-
-_GETFEASTCOREVERSIONREQUEST = _descriptor.Descriptor(
-  name='GetFeastCoreVersionRequest',
-  full_name='feast.core.GetFeastCoreVersionRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=870,
-  serialized_end=898,
-)
-
-
-_GETFEASTCOREVERSIONRESPONSE = _descriptor.Descriptor(
-  name='GetFeastCoreVersionResponse',
-  full_name='feast.core.GetFeastCoreVersionResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='version', full_name='feast.core.GetFeastCoreVersionResponse.version', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=900,
-  serialized_end=946,
-)
-
-
-_UPDATESTOREREQUEST = _descriptor.Descriptor(
-  name='UpdateStoreRequest',
-  full_name='feast.core.UpdateStoreRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='store', full_name='feast.core.UpdateStoreRequest.store', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=948,
-  serialized_end=1002,
-)
-
-
-_UPDATESTORERESPONSE = _descriptor.Descriptor(
-  name='UpdateStoreResponse',
-  full_name='feast.core.UpdateStoreResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='store', full_name='feast.core.UpdateStoreResponse.store', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='status', full_name='feast.core.UpdateStoreResponse.status', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-    _UPDATESTORERESPONSE_STATUS,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1005,
-  serialized_end=1154,
-)
-
-_GETFEATURESETRESPONSE.fields_by_name['feature_set'].message_type = feast_dot_core_dot_FeatureSet__pb2._FEATURESETSPEC
-_LISTFEATURESETSREQUEST_FILTER.containing_type = _LISTFEATURESETSREQUEST
-_LISTFEATURESETSREQUEST.fields_by_name['filter'].message_type = _LISTFEATURESETSREQUEST_FILTER
-_LISTFEATURESETSRESPONSE.fields_by_name['feature_sets'].message_type = feast_dot_core_dot_FeatureSet__pb2._FEATURESETSPEC
-_LISTSTORESREQUEST_FILTER.containing_type = _LISTSTORESREQUEST
-_LISTSTORESREQUEST.fields_by_name['filter'].message_type = _LISTSTORESREQUEST_FILTER
-_LISTSTORESRESPONSE.fields_by_name['store'].message_type = feast_dot_core_dot_Store__pb2._STORE
-_APPLYFEATURESETREQUEST.fields_by_name['feature_set'].message_type = feast_dot_core_dot_FeatureSet__pb2._FEATURESETSPEC
-_APPLYFEATURESETRESPONSE.fields_by_name['feature_set'].message_type = feast_dot_core_dot_FeatureSet__pb2._FEATURESETSPEC
-_APPLYFEATURESETRESPONSE.fields_by_name['status'].enum_type = _APPLYFEATURESETRESPONSE_STATUS
-_APPLYFEATURESETRESPONSE_STATUS.containing_type = _APPLYFEATURESETRESPONSE
-_UPDATESTOREREQUEST.fields_by_name['store'].message_type = feast_dot_core_dot_Store__pb2._STORE
-_UPDATESTORERESPONSE.fields_by_name['store'].message_type = feast_dot_core_dot_Store__pb2._STORE
-_UPDATESTORERESPONSE.fields_by_name['status'].enum_type = _UPDATESTORERESPONSE_STATUS
-_UPDATESTORERESPONSE_STATUS.containing_type = _UPDATESTORERESPONSE
-DESCRIPTOR.message_types_by_name['GetFeatureSetRequest'] = _GETFEATURESETREQUEST
-DESCRIPTOR.message_types_by_name['GetFeatureSetResponse'] = _GETFEATURESETRESPONSE
-DESCRIPTOR.message_types_by_name['ListFeatureSetsRequest'] = _LISTFEATURESETSREQUEST
-DESCRIPTOR.message_types_by_name['ListFeatureSetsResponse'] = _LISTFEATURESETSRESPONSE
-DESCRIPTOR.message_types_by_name['ListStoresRequest'] = _LISTSTORESREQUEST
-DESCRIPTOR.message_types_by_name['ListStoresResponse'] = _LISTSTORESRESPONSE
-DESCRIPTOR.message_types_by_name['ApplyFeatureSetRequest'] = _APPLYFEATURESETREQUEST
-DESCRIPTOR.message_types_by_name['ApplyFeatureSetResponse'] = _APPLYFEATURESETRESPONSE
-DESCRIPTOR.message_types_by_name['GetFeastCoreVersionRequest'] = _GETFEASTCOREVERSIONREQUEST
-DESCRIPTOR.message_types_by_name['GetFeastCoreVersionResponse'] = _GETFEASTCOREVERSIONRESPONSE
-DESCRIPTOR.message_types_by_name['UpdateStoreRequest'] = _UPDATESTOREREQUEST
-DESCRIPTOR.message_types_by_name['UpdateStoreResponse'] = _UPDATESTORERESPONSE
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-GetFeatureSetRequest = _reflection.GeneratedProtocolMessageType('GetFeatureSetRequest', (_message.Message,), {
-  'DESCRIPTOR' : _GETFEATURESETREQUEST,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.GetFeatureSetRequest)
-  })
-_sym_db.RegisterMessage(GetFeatureSetRequest)
-
-GetFeatureSetResponse = _reflection.GeneratedProtocolMessageType('GetFeatureSetResponse', (_message.Message,), {
-  'DESCRIPTOR' : _GETFEATURESETRESPONSE,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.GetFeatureSetResponse)
-  })
-_sym_db.RegisterMessage(GetFeatureSetResponse)
-
-ListFeatureSetsRequest = _reflection.GeneratedProtocolMessageType('ListFeatureSetsRequest', (_message.Message,), {
-
-  'Filter' : _reflection.GeneratedProtocolMessageType('Filter', (_message.Message,), {
-    'DESCRIPTOR' : _LISTFEATURESETSREQUEST_FILTER,
-    '__module__' : 'feast.core.CoreService_pb2'
-    # @@protoc_insertion_point(class_scope:feast.core.ListFeatureSetsRequest.Filter)
-    })
-  ,
-  'DESCRIPTOR' : _LISTFEATURESETSREQUEST,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.ListFeatureSetsRequest)
-  })
-_sym_db.RegisterMessage(ListFeatureSetsRequest)
-_sym_db.RegisterMessage(ListFeatureSetsRequest.Filter)
-
-ListFeatureSetsResponse = _reflection.GeneratedProtocolMessageType('ListFeatureSetsResponse', (_message.Message,), {
-  'DESCRIPTOR' : _LISTFEATURESETSRESPONSE,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.ListFeatureSetsResponse)
-  })
-_sym_db.RegisterMessage(ListFeatureSetsResponse)
-
-ListStoresRequest = _reflection.GeneratedProtocolMessageType('ListStoresRequest', (_message.Message,), {
-
-  'Filter' : _reflection.GeneratedProtocolMessageType('Filter', (_message.Message,), {
-    'DESCRIPTOR' : _LISTSTORESREQUEST_FILTER,
-    '__module__' : 'feast.core.CoreService_pb2'
-    # @@protoc_insertion_point(class_scope:feast.core.ListStoresRequest.Filter)
-    })
-  ,
-  'DESCRIPTOR' : _LISTSTORESREQUEST,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.ListStoresRequest)
-  })
-_sym_db.RegisterMessage(ListStoresRequest)
-_sym_db.RegisterMessage(ListStoresRequest.Filter)
-
-ListStoresResponse = _reflection.GeneratedProtocolMessageType('ListStoresResponse', (_message.Message,), {
-  'DESCRIPTOR' : _LISTSTORESRESPONSE,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.ListStoresResponse)
-  })
-_sym_db.RegisterMessage(ListStoresResponse)
-
-ApplyFeatureSetRequest = _reflection.GeneratedProtocolMessageType('ApplyFeatureSetRequest', (_message.Message,), {
-  'DESCRIPTOR' : _APPLYFEATURESETREQUEST,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.ApplyFeatureSetRequest)
-  })
-_sym_db.RegisterMessage(ApplyFeatureSetRequest)
-
-ApplyFeatureSetResponse = _reflection.GeneratedProtocolMessageType('ApplyFeatureSetResponse', (_message.Message,), {
-  'DESCRIPTOR' : _APPLYFEATURESETRESPONSE,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.ApplyFeatureSetResponse)
-  })
-_sym_db.RegisterMessage(ApplyFeatureSetResponse)
-
-GetFeastCoreVersionRequest = _reflection.GeneratedProtocolMessageType('GetFeastCoreVersionRequest', (_message.Message,), {
-  'DESCRIPTOR' : _GETFEASTCOREVERSIONREQUEST,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.GetFeastCoreVersionRequest)
-  })
-_sym_db.RegisterMessage(GetFeastCoreVersionRequest)
-
-GetFeastCoreVersionResponse = _reflection.GeneratedProtocolMessageType('GetFeastCoreVersionResponse', (_message.Message,), {
-  'DESCRIPTOR' : _GETFEASTCOREVERSIONRESPONSE,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.GetFeastCoreVersionResponse)
-  })
-_sym_db.RegisterMessage(GetFeastCoreVersionResponse)
-
-UpdateStoreRequest = _reflection.GeneratedProtocolMessageType('UpdateStoreRequest', (_message.Message,), {
-  'DESCRIPTOR' : _UPDATESTOREREQUEST,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.UpdateStoreRequest)
-  })
-_sym_db.RegisterMessage(UpdateStoreRequest)
-
-UpdateStoreResponse = _reflection.GeneratedProtocolMessageType('UpdateStoreResponse', (_message.Message,), {
-  'DESCRIPTOR' : _UPDATESTORERESPONSE,
-  '__module__' : 'feast.core.CoreService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.UpdateStoreResponse)
-  })
-_sym_db.RegisterMessage(UpdateStoreResponse)
-
-
-DESCRIPTOR._options = None
-
-_CORESERVICE = _descriptor.ServiceDescriptor(
-  name='CoreService',
-  full_name='feast.core.CoreService',
-  file=DESCRIPTOR,
-  index=0,
-  serialized_options=None,
-  serialized_start=1157,
-  serialized_end=1701,
-  methods=[
-  _descriptor.MethodDescriptor(
-    name='GetFeastCoreVersion',
-    full_name='feast.core.CoreService.GetFeastCoreVersion',
-    index=0,
-    containing_service=None,
-    input_type=_GETFEASTCOREVERSIONREQUEST,
-    output_type=_GETFEASTCOREVERSIONRESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='GetFeatureSet',
-    full_name='feast.core.CoreService.GetFeatureSet',
-    index=1,
-    containing_service=None,
-    input_type=_GETFEATURESETREQUEST,
-    output_type=_GETFEATURESETRESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='ListFeatureSets',
-    full_name='feast.core.CoreService.ListFeatureSets',
-    index=2,
-    containing_service=None,
-    input_type=_LISTFEATURESETSREQUEST,
-    output_type=_LISTFEATURESETSRESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='ListStores',
-    full_name='feast.core.CoreService.ListStores',
-    index=3,
-    containing_service=None,
-    input_type=_LISTSTORESREQUEST,
-    output_type=_LISTSTORESRESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='ApplyFeatureSet',
-    full_name='feast.core.CoreService.ApplyFeatureSet',
-    index=4,
-    containing_service=None,
-    input_type=_APPLYFEATURESETREQUEST,
-    output_type=_APPLYFEATURESETRESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='UpdateStore',
-    full_name='feast.core.CoreService.UpdateStore',
-    index=5,
-    containing_service=None,
-    input_type=_UPDATESTOREREQUEST,
-    output_type=_UPDATESTORERESPONSE,
-    serialized_options=None,
-  ),
-])
-_sym_db.RegisterServiceDescriptor(_CORESERVICE)
-
-DESCRIPTOR.services_by_name['CoreService'] = _CORESERVICE
-
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/core/CoreService_pb2_grpc.html b/sdk/python/docs/html/_modules/feast/core/CoreService_pb2_grpc.html deleted file mode 100644 index 8832886324..0000000000 --- a/sdk/python/docs/html/_modules/feast/core/CoreService_pb2_grpc.html +++ /dev/null @@ -1,336 +0,0 @@ - - - - - - - - - - - feast.core.CoreService_pb2_grpc — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- -
    - -
  • Docs »
  • - -
  • Module code »
  • - -
  • feast.core.CoreService_pb2_grpc
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Source code for feast.core.CoreService_pb2_grpc

-# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
-import grpc
-
-from feast.core import CoreService_pb2 as feast_dot_core_dot_CoreService__pb2
-
-
-
[docs]class CoreServiceStub(object): - # missing associated documentation comment in .proto file - pass - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.GetFeastCoreVersion = channel.unary_unary( - '/feast.core.CoreService/GetFeastCoreVersion', - request_serializer=feast_dot_core_dot_CoreService__pb2.GetFeastCoreVersionRequest.SerializeToString, - response_deserializer=feast_dot_core_dot_CoreService__pb2.GetFeastCoreVersionResponse.FromString, - ) - self.GetFeatureSet = channel.unary_unary( - '/feast.core.CoreService/GetFeatureSet', - request_serializer=feast_dot_core_dot_CoreService__pb2.GetFeatureSetRequest.SerializeToString, - response_deserializer=feast_dot_core_dot_CoreService__pb2.GetFeatureSetResponse.FromString, - ) - self.ListFeatureSets = channel.unary_unary( - '/feast.core.CoreService/ListFeatureSets', - request_serializer=feast_dot_core_dot_CoreService__pb2.ListFeatureSetsRequest.SerializeToString, - response_deserializer=feast_dot_core_dot_CoreService__pb2.ListFeatureSetsResponse.FromString, - ) - self.ListStores = channel.unary_unary( - '/feast.core.CoreService/ListStores', - request_serializer=feast_dot_core_dot_CoreService__pb2.ListStoresRequest.SerializeToString, - response_deserializer=feast_dot_core_dot_CoreService__pb2.ListStoresResponse.FromString, - ) - self.ApplyFeatureSet = channel.unary_unary( - '/feast.core.CoreService/ApplyFeatureSet', - request_serializer=feast_dot_core_dot_CoreService__pb2.ApplyFeatureSetRequest.SerializeToString, - response_deserializer=feast_dot_core_dot_CoreService__pb2.ApplyFeatureSetResponse.FromString, - ) - self.UpdateStore = channel.unary_unary( - '/feast.core.CoreService/UpdateStore', - request_serializer=feast_dot_core_dot_CoreService__pb2.UpdateStoreRequest.SerializeToString, - response_deserializer=feast_dot_core_dot_CoreService__pb2.UpdateStoreResponse.FromString, - )
- - -
[docs]class CoreServiceServicer(object): - # missing associated documentation comment in .proto file - pass - -
[docs] def GetFeastCoreVersion(self, request, context): - """Retrieve version information about this Feast deployment - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def GetFeatureSet(self, request, context): - """Returns a specific feature set - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def ListFeatureSets(self, 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. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def ListStores(self, 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. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def ApplyFeatureSet(self, 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. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def UpdateStore(self, 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. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- - -
[docs]def add_CoreServiceServicer_to_server(servicer, server): - rpc_method_handlers = { - 'GetFeastCoreVersion': grpc.unary_unary_rpc_method_handler( - servicer.GetFeastCoreVersion, - request_deserializer=feast_dot_core_dot_CoreService__pb2.GetFeastCoreVersionRequest.FromString, - response_serializer=feast_dot_core_dot_CoreService__pb2.GetFeastCoreVersionResponse.SerializeToString, - ), - 'GetFeatureSet': grpc.unary_unary_rpc_method_handler( - servicer.GetFeatureSet, - request_deserializer=feast_dot_core_dot_CoreService__pb2.GetFeatureSetRequest.FromString, - response_serializer=feast_dot_core_dot_CoreService__pb2.GetFeatureSetResponse.SerializeToString, - ), - 'ListFeatureSets': grpc.unary_unary_rpc_method_handler( - servicer.ListFeatureSets, - request_deserializer=feast_dot_core_dot_CoreService__pb2.ListFeatureSetsRequest.FromString, - response_serializer=feast_dot_core_dot_CoreService__pb2.ListFeatureSetsResponse.SerializeToString, - ), - 'ListStores': grpc.unary_unary_rpc_method_handler( - servicer.ListStores, - request_deserializer=feast_dot_core_dot_CoreService__pb2.ListStoresRequest.FromString, - response_serializer=feast_dot_core_dot_CoreService__pb2.ListStoresResponse.SerializeToString, - ), - 'ApplyFeatureSet': grpc.unary_unary_rpc_method_handler( - servicer.ApplyFeatureSet, - request_deserializer=feast_dot_core_dot_CoreService__pb2.ApplyFeatureSetRequest.FromString, - response_serializer=feast_dot_core_dot_CoreService__pb2.ApplyFeatureSetResponse.SerializeToString, - ), - 'UpdateStore': grpc.unary_unary_rpc_method_handler( - servicer.UpdateStore, - request_deserializer=feast_dot_core_dot_CoreService__pb2.UpdateStoreRequest.FromString, - response_serializer=feast_dot_core_dot_CoreService__pb2.UpdateStoreResponse.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'feast.core.CoreService', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,))
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/core/FeatureSet_pb2.html b/sdk/python/docs/html/_modules/feast/core/FeatureSet_pb2.html deleted file mode 100644 index 28dacb352b..0000000000 --- a/sdk/python/docs/html/_modules/feast/core/FeatureSet_pb2.html +++ /dev/null @@ -1,397 +0,0 @@ - - - - - - - - - - - feast.core.FeatureSet_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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  • Docs »
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  • Module code »
  • - -
  • feast.core.FeatureSet_pb2
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-
-
-
- -

Source code for feast.core.FeatureSet_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/core/FeatureSet.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from feast.types import Value_pb2 as feast_dot_types_dot_Value__pb2
-from feast.core import Source_pb2 as feast_dot_core_dot_Source__pb2
-from google.protobuf import duration_pb2 as google_dot_protobuf_dot_duration__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/core/FeatureSet.proto',
-  package='feast.core',
-  syntax='proto3',
-  serialized_options=_b('\n\nfeast.coreB\017FeatureSetProtoZ/github.com/gojek/feast/sdk/go/protos/feast/core'),
-  serialized_pb=_b('\n\x1b\x66\x65\x61st/core/FeatureSet.proto\x12\nfeast.core\x1a\x17\x66\x65\x61st/types/Value.proto\x1a\x17\x66\x65\x61st/core/Source.proto\x1a\x1egoogle/protobuf/duration.proto\"\xd4\x01\n\x0e\x46\x65\x61tureSetSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07version\x18\x02 \x01(\x05\x12(\n\x08\x65ntities\x18\x03 \x03(\x0b\x32\x16.feast.core.EntitySpec\x12)\n\x08\x66\x65\x61tures\x18\x04 \x03(\x0b\x32\x17.feast.core.FeatureSpec\x12*\n\x07max_age\x18\x05 \x01(\x0b\x32\x19.google.protobuf.Duration\x12\"\n\x06source\x18\x06 \x01(\x0b\x32\x12.feast.core.Source\"K\n\nEntitySpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12/\n\nvalue_type\x18\x02 \x01(\x0e\x32\x1b.feast.types.ValueType.Enum\"L\n\x0b\x46\x65\x61tureSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12/\n\nvalue_type\x18\x02 \x01(\x0e\x32\x1b.feast.types.ValueType.EnumBN\n\nfeast.coreB\x0f\x46\x65\x61tureSetProtoZ/github.com/gojek/feast/sdk/go/protos/feast/coreb\x06proto3')
-  ,
-  dependencies=[feast_dot_types_dot_Value__pb2.DESCRIPTOR,feast_dot_core_dot_Source__pb2.DESCRIPTOR,google_dot_protobuf_dot_duration__pb2.DESCRIPTOR,])
-
-
-
-
-_FEATURESETSPEC = _descriptor.Descriptor(
-  name='FeatureSetSpec',
-  full_name='feast.core.FeatureSetSpec',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.core.FeatureSetSpec.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='version', full_name='feast.core.FeatureSetSpec.version', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='entities', full_name='feast.core.FeatureSetSpec.entities', index=2,
-      number=3, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='features', full_name='feast.core.FeatureSetSpec.features', index=3,
-      number=4, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='max_age', full_name='feast.core.FeatureSetSpec.max_age', index=4,
-      number=5, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='source', full_name='feast.core.FeatureSetSpec.source', index=5,
-      number=6, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=126,
-  serialized_end=338,
-)
-
-
-_ENTITYSPEC = _descriptor.Descriptor(
-  name='EntitySpec',
-  full_name='feast.core.EntitySpec',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.core.EntitySpec.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='value_type', full_name='feast.core.EntitySpec.value_type', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=340,
-  serialized_end=415,
-)
-
-
-_FEATURESPEC = _descriptor.Descriptor(
-  name='FeatureSpec',
-  full_name='feast.core.FeatureSpec',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.core.FeatureSpec.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='value_type', full_name='feast.core.FeatureSpec.value_type', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=417,
-  serialized_end=493,
-)
-
-_FEATURESETSPEC.fields_by_name['entities'].message_type = _ENTITYSPEC
-_FEATURESETSPEC.fields_by_name['features'].message_type = _FEATURESPEC
-_FEATURESETSPEC.fields_by_name['max_age'].message_type = google_dot_protobuf_dot_duration__pb2._DURATION
-_FEATURESETSPEC.fields_by_name['source'].message_type = feast_dot_core_dot_Source__pb2._SOURCE
-_ENTITYSPEC.fields_by_name['value_type'].enum_type = feast_dot_types_dot_Value__pb2._VALUETYPE_ENUM
-_FEATURESPEC.fields_by_name['value_type'].enum_type = feast_dot_types_dot_Value__pb2._VALUETYPE_ENUM
-DESCRIPTOR.message_types_by_name['FeatureSetSpec'] = _FEATURESETSPEC
-DESCRIPTOR.message_types_by_name['EntitySpec'] = _ENTITYSPEC
-DESCRIPTOR.message_types_by_name['FeatureSpec'] = _FEATURESPEC
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-FeatureSetSpec = _reflection.GeneratedProtocolMessageType('FeatureSetSpec', (_message.Message,), {
-  'DESCRIPTOR' : _FEATURESETSPEC,
-  '__module__' : 'feast.core.FeatureSet_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.FeatureSetSpec)
-  })
-_sym_db.RegisterMessage(FeatureSetSpec)
-
-EntitySpec = _reflection.GeneratedProtocolMessageType('EntitySpec', (_message.Message,), {
-  'DESCRIPTOR' : _ENTITYSPEC,
-  '__module__' : 'feast.core.FeatureSet_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.EntitySpec)
-  })
-_sym_db.RegisterMessage(EntitySpec)
-
-FeatureSpec = _reflection.GeneratedProtocolMessageType('FeatureSpec', (_message.Message,), {
-  'DESCRIPTOR' : _FEATURESPEC,
-  '__module__' : 'feast.core.FeatureSet_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.FeatureSpec)
-  })
-_sym_db.RegisterMessage(FeatureSpec)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/core/Source_pb2.html b/sdk/python/docs/html/_modules/feast/core/Source_pb2.html deleted file mode 100644 index a4e65c0057..0000000000 --- a/sdk/python/docs/html/_modules/feast/core/Source_pb2.html +++ /dev/null @@ -1,348 +0,0 @@ - - - - - - - - - - - feast.core.Source_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
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-
- -

Source code for feast.core.Source_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/core/Source.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf.internal import enum_type_wrapper
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/core/Source.proto',
-  package='feast.core',
-  syntax='proto3',
-  serialized_options=_b('\n\nfeast.coreB\013SourceProtoZ/github.com/gojek/feast/sdk/go/protos/feast/core'),
-  serialized_pb=_b('\n\x17\x66\x65\x61st/core/Source.proto\x12\nfeast.core\"}\n\x06Source\x12$\n\x04type\x18\x01 \x01(\x0e\x32\x16.feast.core.SourceType\x12<\n\x13kafka_source_config\x18\x02 \x01(\x0b\x32\x1d.feast.core.KafkaSourceConfigH\x00\x42\x0f\n\rsource_config\"=\n\x11KafkaSourceConfig\x12\x19\n\x11\x62ootstrap_servers\x18\x01 \x01(\t\x12\r\n\x05topic\x18\x02 \x01(\t*$\n\nSourceType\x12\x0b\n\x07INVALID\x10\x00\x12\t\n\x05KAFKA\x10\x01\x42J\n\nfeast.coreB\x0bSourceProtoZ/github.com/gojek/feast/sdk/go/protos/feast/coreb\x06proto3')
-)
-
-_SOURCETYPE = _descriptor.EnumDescriptor(
-  name='SourceType',
-  full_name='feast.core.SourceType',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='KAFKA', index=1, number=1,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=229,
-  serialized_end=265,
-)
-_sym_db.RegisterEnumDescriptor(_SOURCETYPE)
-
-SourceType = enum_type_wrapper.EnumTypeWrapper(_SOURCETYPE)
-INVALID = 0
-KAFKA = 1
-
-
-
-_SOURCE = _descriptor.Descriptor(
-  name='Source',
-  full_name='feast.core.Source',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='type', full_name='feast.core.Source.type', index=0,
-      number=1, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='kafka_source_config', full_name='feast.core.Source.kafka_source_config', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-    _descriptor.OneofDescriptor(
-      name='source_config', full_name='feast.core.Source.source_config',
-      index=0, containing_type=None, fields=[]),
-  ],
-  serialized_start=39,
-  serialized_end=164,
-)
-
-
-_KAFKASOURCECONFIG = _descriptor.Descriptor(
-  name='KafkaSourceConfig',
-  full_name='feast.core.KafkaSourceConfig',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='bootstrap_servers', full_name='feast.core.KafkaSourceConfig.bootstrap_servers', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='topic', full_name='feast.core.KafkaSourceConfig.topic', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=166,
-  serialized_end=227,
-)
-
-_SOURCE.fields_by_name['type'].enum_type = _SOURCETYPE
-_SOURCE.fields_by_name['kafka_source_config'].message_type = _KAFKASOURCECONFIG
-_SOURCE.oneofs_by_name['source_config'].fields.append(
-  _SOURCE.fields_by_name['kafka_source_config'])
-_SOURCE.fields_by_name['kafka_source_config'].containing_oneof = _SOURCE.oneofs_by_name['source_config']
-DESCRIPTOR.message_types_by_name['Source'] = _SOURCE
-DESCRIPTOR.message_types_by_name['KafkaSourceConfig'] = _KAFKASOURCECONFIG
-DESCRIPTOR.enum_types_by_name['SourceType'] = _SOURCETYPE
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-Source = _reflection.GeneratedProtocolMessageType('Source', (_message.Message,), {
-  'DESCRIPTOR' : _SOURCE,
-  '__module__' : 'feast.core.Source_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.Source)
-  })
-_sym_db.RegisterMessage(Source)
-
-KafkaSourceConfig = _reflection.GeneratedProtocolMessageType('KafkaSourceConfig', (_message.Message,), {
-  'DESCRIPTOR' : _KAFKASOURCECONFIG,
-  '__module__' : 'feast.core.Source_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.KafkaSourceConfig)
-  })
-_sym_db.RegisterMessage(KafkaSourceConfig)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/core/Store_pb2.html b/sdk/python/docs/html/_modules/feast/core/Store_pb2.html deleted file mode 100644 index be97705bdd..0000000000 --- a/sdk/python/docs/html/_modules/feast/core/Store_pb2.html +++ /dev/null @@ -1,528 +0,0 @@ - - - - - - - - - - - feast.core.Store_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.core.Store_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/core/Store.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/core/Store.proto',
-  package='feast.core',
-  syntax='proto3',
-  serialized_options=_b('\n\nfeast.coreB\nStoreProtoZ/github.com/gojek/feast/sdk/go/protos/feast/core'),
-  serialized_pb=_b('\n\x16\x66\x65\x61st/core/Store.proto\x12\nfeast.core\"\xb9\x04\n\x05Store\x12\x0c\n\x04name\x18\x01 \x01(\t\x12)\n\x04type\x18\x02 \x01(\x0e\x32\x1b.feast.core.Store.StoreType\x12\x35\n\rsubscriptions\x18\x04 \x03(\x0b\x32\x1e.feast.core.Store.Subscription\x12\x35\n\x0credis_config\x18\x0b \x01(\x0b\x32\x1d.feast.core.Store.RedisConfigH\x00\x12;\n\x0f\x62igquery_config\x18\x0c \x01(\x0b\x32 .feast.core.Store.BigQueryConfigH\x00\x12=\n\x10\x63\x61ssandra_config\x18\r \x01(\x0b\x32!.feast.core.Store.CassandraConfigH\x00\x1a)\n\x0bRedisConfig\x12\x0c\n\x04host\x18\x01 \x01(\t\x12\x0c\n\x04port\x18\x02 \x01(\x05\x1a\x38\n\x0e\x42igQueryConfig\x12\x12\n\nproject_id\x18\x01 \x01(\t\x12\x12\n\ndataset_id\x18\x02 \x01(\t\x1a-\n\x0f\x43\x61ssandraConfig\x12\x0c\n\x04host\x18\x01 \x01(\t\x12\x0c\n\x04port\x18\x02 \x01(\x05\x1a-\n\x0cSubscription\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07version\x18\x02 \x01(\t\"@\n\tStoreType\x12\x0b\n\x07INVALID\x10\x00\x12\t\n\x05REDIS\x10\x01\x12\x0c\n\x08\x42IGQUERY\x10\x02\x12\r\n\tCASSANDRA\x10\x03\x42\x08\n\x06\x63onfigBI\n\nfeast.coreB\nStoreProtoZ/github.com/gojek/feast/sdk/go/protos/feast/coreb\x06proto3')
-)
-
-
-
-_STORE_STORETYPE = _descriptor.EnumDescriptor(
-  name='StoreType',
-  full_name='feast.core.Store.StoreType',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='REDIS', index=1, number=1,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='BIGQUERY', index=2, number=2,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='CASSANDRA', index=3, number=3,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=534,
-  serialized_end=598,
-)
-_sym_db.RegisterEnumDescriptor(_STORE_STORETYPE)
-
-
-_STORE_REDISCONFIG = _descriptor.Descriptor(
-  name='RedisConfig',
-  full_name='feast.core.Store.RedisConfig',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='host', full_name='feast.core.Store.RedisConfig.host', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='port', full_name='feast.core.Store.RedisConfig.port', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=339,
-  serialized_end=380,
-)
-
-_STORE_BIGQUERYCONFIG = _descriptor.Descriptor(
-  name='BigQueryConfig',
-  full_name='feast.core.Store.BigQueryConfig',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='project_id', full_name='feast.core.Store.BigQueryConfig.project_id', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='dataset_id', full_name='feast.core.Store.BigQueryConfig.dataset_id', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=382,
-  serialized_end=438,
-)
-
-_STORE_CASSANDRACONFIG = _descriptor.Descriptor(
-  name='CassandraConfig',
-  full_name='feast.core.Store.CassandraConfig',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='host', full_name='feast.core.Store.CassandraConfig.host', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='port', full_name='feast.core.Store.CassandraConfig.port', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=440,
-  serialized_end=485,
-)
-
-_STORE_SUBSCRIPTION = _descriptor.Descriptor(
-  name='Subscription',
-  full_name='feast.core.Store.Subscription',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.core.Store.Subscription.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='version', full_name='feast.core.Store.Subscription.version', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=487,
-  serialized_end=532,
-)
-
-_STORE = _descriptor.Descriptor(
-  name='Store',
-  full_name='feast.core.Store',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.core.Store.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='type', full_name='feast.core.Store.type', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='subscriptions', full_name='feast.core.Store.subscriptions', index=2,
-      number=4, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='redis_config', full_name='feast.core.Store.redis_config', index=3,
-      number=11, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='bigquery_config', full_name='feast.core.Store.bigquery_config', index=4,
-      number=12, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='cassandra_config', full_name='feast.core.Store.cassandra_config', index=5,
-      number=13, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_STORE_REDISCONFIG, _STORE_BIGQUERYCONFIG, _STORE_CASSANDRACONFIG, _STORE_SUBSCRIPTION, ],
-  enum_types=[
-    _STORE_STORETYPE,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-    _descriptor.OneofDescriptor(
-      name='config', full_name='feast.core.Store.config',
-      index=0, containing_type=None, fields=[]),
-  ],
-  serialized_start=39,
-  serialized_end=608,
-)
-
-_STORE_REDISCONFIG.containing_type = _STORE
-_STORE_BIGQUERYCONFIG.containing_type = _STORE
-_STORE_CASSANDRACONFIG.containing_type = _STORE
-_STORE_SUBSCRIPTION.containing_type = _STORE
-_STORE.fields_by_name['type'].enum_type = _STORE_STORETYPE
-_STORE.fields_by_name['subscriptions'].message_type = _STORE_SUBSCRIPTION
-_STORE.fields_by_name['redis_config'].message_type = _STORE_REDISCONFIG
-_STORE.fields_by_name['bigquery_config'].message_type = _STORE_BIGQUERYCONFIG
-_STORE.fields_by_name['cassandra_config'].message_type = _STORE_CASSANDRACONFIG
-_STORE_STORETYPE.containing_type = _STORE
-_STORE.oneofs_by_name['config'].fields.append(
-  _STORE.fields_by_name['redis_config'])
-_STORE.fields_by_name['redis_config'].containing_oneof = _STORE.oneofs_by_name['config']
-_STORE.oneofs_by_name['config'].fields.append(
-  _STORE.fields_by_name['bigquery_config'])
-_STORE.fields_by_name['bigquery_config'].containing_oneof = _STORE.oneofs_by_name['config']
-_STORE.oneofs_by_name['config'].fields.append(
-  _STORE.fields_by_name['cassandra_config'])
-_STORE.fields_by_name['cassandra_config'].containing_oneof = _STORE.oneofs_by_name['config']
-DESCRIPTOR.message_types_by_name['Store'] = _STORE
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-Store = _reflection.GeneratedProtocolMessageType('Store', (_message.Message,), {
-
-  'RedisConfig' : _reflection.GeneratedProtocolMessageType('RedisConfig', (_message.Message,), {
-    'DESCRIPTOR' : _STORE_REDISCONFIG,
-    '__module__' : 'feast.core.Store_pb2'
-    # @@protoc_insertion_point(class_scope:feast.core.Store.RedisConfig)
-    })
-  ,
-
-  'BigQueryConfig' : _reflection.GeneratedProtocolMessageType('BigQueryConfig', (_message.Message,), {
-    'DESCRIPTOR' : _STORE_BIGQUERYCONFIG,
-    '__module__' : 'feast.core.Store_pb2'
-    # @@protoc_insertion_point(class_scope:feast.core.Store.BigQueryConfig)
-    })
-  ,
-
-  'CassandraConfig' : _reflection.GeneratedProtocolMessageType('CassandraConfig', (_message.Message,), {
-    'DESCRIPTOR' : _STORE_CASSANDRACONFIG,
-    '__module__' : 'feast.core.Store_pb2'
-    # @@protoc_insertion_point(class_scope:feast.core.Store.CassandraConfig)
-    })
-  ,
-
-  'Subscription' : _reflection.GeneratedProtocolMessageType('Subscription', (_message.Message,), {
-    'DESCRIPTOR' : _STORE_SUBSCRIPTION,
-    '__module__' : 'feast.core.Store_pb2'
-    # @@protoc_insertion_point(class_scope:feast.core.Store.Subscription)
-    })
-  ,
-  'DESCRIPTOR' : _STORE,
-  '__module__' : 'feast.core.Store_pb2'
-  # @@protoc_insertion_point(class_scope:feast.core.Store)
-  })
-_sym_db.RegisterMessage(Store)
-_sym_db.RegisterMessage(Store.RedisConfig)
-_sym_db.RegisterMessage(Store.BigQueryConfig)
-_sym_db.RegisterMessage(Store.CassandraConfig)
-_sym_db.RegisterMessage(Store.Subscription)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/entity.html b/sdk/python/docs/html/_modules/feast/entity.html deleted file mode 100644 index fb4a85ac4f..0000000000 --- a/sdk/python/docs/html/_modules/feast/entity.html +++ /dev/null @@ -1,234 +0,0 @@ - - - - - - - - - - - feast.entity — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.entity

-# Copyright 2019 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.
-
-from feast.value_type import ValueType
-from feast.core.FeatureSet_pb2 import EntitySpec as EntityProto
-from feast.types import Value_pb2 as ValueTypeProto
-from feast.field import Field
-
-
-
[docs]class Entity(Field): - """Entity field type""" - -
[docs] def to_proto(self) -> EntityProto: - """ - Converts Entity to its Protocol Buffer representation - - Returns: - Returns EntitySpec object - """ - value_type = ValueTypeProto.ValueType.Enum.Value(self.dtype.name) - return EntityProto(name=self.name, value_type=value_type)
- -
[docs] @classmethod - def from_proto(cls, entity_proto: EntityProto): - """ - Creates a Feast Entity object from its Protocol Buffer representation - - Args: - entity_proto: EntitySpec protobuf object - - Returns: - Entity object - """ - return cls(name=entity_proto.name, dtype=ValueType(entity_proto.value_type))
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/exceptions.html b/sdk/python/docs/html/_modules/feast/exceptions.html deleted file mode 100644 index 4e3916a549..0000000000 --- a/sdk/python/docs/html/_modules/feast/exceptions.html +++ /dev/null @@ -1,209 +0,0 @@ - - - - - - - - - - - feast.exceptions — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.exceptions

-# Copyright 2019 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.
-
-
-
[docs]def format_grpc_exception(method: str, code: str, details: str) -> str: - """ - Consistent format for use in printing gRPC exceptions - """ - return f'{method} failed with code "{code}"\n{details}'
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/feature.html b/sdk/python/docs/html/_modules/feast/feature.html deleted file mode 100644 index 84300723ab..0000000000 --- a/sdk/python/docs/html/_modules/feast/feature.html +++ /dev/null @@ -1,221 +0,0 @@ - - - - - - - - - - - feast.feature — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.feature

-# Copyright 2019 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.
-
-from feast.value_type import ValueType
-from feast.core.FeatureSet_pb2 import FeatureSpec as FeatureProto
-from feast.types import Value_pb2 as ValueTypeProto
-from feast.field import Field
-
-
-
[docs]class Feature(Field): - """Feature field type""" - -
[docs] def to_proto(self) -> FeatureProto: - """Converts Feature object to its Protocol Buffer representation""" - value_type = ValueTypeProto.ValueType.Enum.Value(self.dtype.name) - return FeatureProto(name=self.name, value_type=value_type)
- -
[docs] @classmethod - def from_proto(cls, feature_proto: FeatureProto): - """Converts Protobuf Feature to its SDK equivalent""" - return cls(name=feature_proto.name, dtype=ValueType(feature_proto.value_type))
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/feature_set.html b/sdk/python/docs/html/_modules/feast/feature_set.html deleted file mode 100644 index 226bec96ea..0000000000 --- a/sdk/python/docs/html/_modules/feast/feature_set.html +++ /dev/null @@ -1,720 +0,0 @@ - - - - - - - - - - - feast.feature_set — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for feast.feature_set

-# Copyright 2019 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 pandas as pd
-from typing import List, Optional
-from collections import OrderedDict
-from typing import Dict
-from feast.source import Source
-from pandas.api.types import is_datetime64_ns_dtype
-from feast.entity import Entity
-from feast.feature import Feature, Field
-from feast.core.FeatureSet_pb2 import FeatureSetSpec as FeatureSetSpecProto
-from google.protobuf.duration_pb2 import Duration
-from feast.type_map import python_type_to_feast_value_type
-from google.protobuf.json_format import MessageToJson
-from google.protobuf import json_format
-from feast.type_map import DATETIME_COLUMN
-from feast.loaders import yaml as feast_yaml
-
-
-
[docs]class FeatureSet: - """ - Represents a collection of features and associated metadata. - """ - - def __init__( - self, - name: str, - features: List[Feature] = None, - entities: List[Entity] = None, - source: Source = None, - max_age: Optional[Duration] = None, - ): - self._name = name - self._fields = OrderedDict() # type: Dict[str, Field] - if features is not None: - self.features = features - if entities is not None: - self.entities = entities - if source is None: - self._source = None - else: - self._source = source - self._max_age = max_age - self._version = None - self._client = None - self._busy_ingesting = False - self._is_dirty = True - - def __eq__(self, other): - if not isinstance(other, FeatureSet): - return NotImplemented - - for key in self.fields.keys(): - if key not in other.fields.keys() or self.fields[key] != other.fields[key]: - return False - - if self.name != other.name or self.max_age != other.max_age: - return False - return True - - def __str__(self): - return str(MessageToJson(self.to_proto())) - - @property - def fields(self) -> Dict[str, Field]: - """ - Returns a dict of fields from this feature set - """ - return self._fields - - @property - def features(self) -> List[Feature]: - """ - Returns a list of features from this feature set - """ - return [field for field in self._fields.values() if isinstance(field, Feature)] - - @features.setter - def features(self, features: List[Feature]): - """ - Sets the active features within this feature set - - Args: - features: List of feature objects - """ - for feature in features: - if not isinstance(feature, Feature): - raise Exception("object type is not a Feature: " + str(type(feature))) - - for key in list(self._fields.keys()): - if isinstance(self._fields[key], Feature): - del self._fields[key] - - if features is not None: - self._add_fields(features) - - @property - def entities(self) -> List[Entity]: - """ - Returns list of entities from this feature set - """ - return [field for field in self._fields.values() if isinstance(field, Entity)] - - @entities.setter - def entities(self, entities: List[Entity]): - """ - Sets the active entities within this feature set - - Args: - entities: List of entities objects - """ - for entity in entities: - if not isinstance(entity, Entity): - raise Exception("object type is not na Entity: " + str(type(entity))) - - for key in list(self._fields.keys()): - if isinstance(self._fields[key], Entity): - del self._fields[key] - - if entities is not None: - self._add_fields(entities) - - @property - def name(self): - """ - Returns the name of this feature set - """ - return self._name - - @name.setter - def name(self, name): - """ - Sets the name of this feature set - """ - self._name = name - - @property - def source(self): - """ - Returns the source of this feature set - """ - return self._source - - @source.setter - def source(self, source: Source): - """ - Sets the source of this feature set - """ - self._source = source - - @property - def version(self): - """ - Returns the version of this feature set - """ - return self._version - - @version.setter - def version(self, version): - """ - Sets the version of this feature set - """ - self._version = version - - @property - def max_age(self): - """ - Returns the maximum age of this feature set. This is the total maximum - amount of staleness that will be allowed during feature retrieval for - each specific feature row that is looked up. - """ - return self._max_age - - @max_age.setter - def max_age(self, max_age): - """ - Set the maximum age for this feature set - """ - self._max_age = max_age - -
[docs] def add(self, resource): - """ - Adds a resource (Feature, Entity) to this Feature Set. - Does not register the updated Feature Set with Feast Core - - Args: - resource: A resource can be either a Feature or an Entity object - """ - if resource.name in self._fields.keys(): - raise ValueError( - 'could not add field "' - + resource.name - + '" since it already exists in feature set "' - + self._name - + '"' - ) - - if issubclass(type(resource), Field): - return self._set_field(resource) - - raise ValueError("Could not identify the resource being added")
- - def _set_field(self, field: Field): - self._fields[field.name] = field - return - -
[docs] def drop(self, name: str): - """ - Removes a Feature or Entity from a Feature Set. This does not apply - any changes to Feast Core until the apply() method is called. - - Args: - name: Name of Feature or Entity to be removed - """ - if name not in self._fields: - raise ValueError("Could not find field " + name + ", no action taken") - if name in self._fields: - del self._fields[name] - return
- - def _add_fields(self, fields: List[Field]): - """ - Adds multiple Fields to a Feature Set - - Args: - fields: List of Field (Feature or Entity) Objects - """ - for field in fields: - self.add(field) - -
[docs] def infer_fields_from_df( - self, - df: pd.DataFrame, - entities: Optional[List[Entity]] = None, - features: Optional[List[Feature]] = None, - replace_existing_features: bool = False, - replace_existing_entities: bool = False, - discard_unused_fields: bool = False, - rows_to_sample: int = 100, - ): - """ - - Adds fields (Features or Entities) to a feature set based on the schema - of a Datatframe. Only Pandas dataframes are supported. All columns are - detected as features, so setting at least one entity manually is - advised. - - Args: - df: Pandas dataframe to read schema from - entities: List of entities that will be set manually and not - inferred. These will take precedence over any existing entities - or entities found in the dataframe. - features: List of features that will be set manually and not - inferred. These will take precedence over any existing feature - or features found in the dataframe. - replace_existing_features: If true, will replace - existing features in this feature set with features found in - dataframe. If false, will skip conflicting features. - replace_existing_entities: If true, will replace existing entities - in this feature set with features found in dataframe. If false, - will skip conflicting entities. - discard_unused_fields: Boolean flag. Setting this to True will - discard any existing fields that are not found in the dataset or - provided by the user - rows_to_sample: Number of rows to sample to infer types. All rows - must have consistent types, even values within list types must - be homogeneous - """ - if entities is None: - entities = list() - if features is None: - features = list() - - # Validate whether the datetime column exists with the right name - if DATETIME_COLUMN not in df: - raise Exception("No column 'datetime'") - - # Validate the data type for the datetime column - if not is_datetime64_ns_dtype(df.dtypes[DATETIME_COLUMN]): - raise Exception( - "Column 'datetime' does not have the correct type: datetime64[ns]" - ) - - # Create dictionary of fields that will not be inferred (manually set) - provided_fields = OrderedDict() - - for field in entities + features: - if not isinstance(field, Field): - raise Exception(f"Invalid field object type provided {type(field)}") - if field.name not in provided_fields: - provided_fields[field.name] = field - else: - raise Exception(f"Duplicate field name detected {field.name}.") - - new_fields = self._fields.copy() - output_log = "" - - # Add in provided fields - for name, field in provided_fields.items(): - if name in new_fields.keys(): - upsert_message = "created" - else: - upsert_message = "updated (replacing an existing field)" - - output_log += ( - f"{type(field).__name__} {field.name}" - f"({field.dtype}) manually {upsert_message}.\n" - ) - new_fields[name] = field - - # Iterate over all of the columns and create features - for column in df.columns: - column = column.strip() - - # Skip datetime column - if DATETIME_COLUMN in column: - continue - - # Skip user provided fields - if column in provided_fields.keys(): - continue - - # Only overwrite conflicting fields if replacement is allowed - if column in new_fields: - if ( - isinstance(self._fields[column], Feature) - and not replace_existing_features - ): - continue - - if ( - isinstance(self._fields[column], Entity) - and not replace_existing_entities - ): - continue - - # Store this field as a feature - new_fields[column] = Feature( - name=column, - dtype=_infer_pd_column_type(column, df[column], rows_to_sample), - ) - - output_log += f"{type(new_fields[column]).__name__} {new_fields[column].name} ({new_fields[column].dtype}) added from dataframe.\n " - - # Discard unused fields from feature set - if discard_unused_fields: - keys_to_remove = [] - for key in new_fields.keys(): - if not (key in df.columns or key in provided_fields.keys()): - output_log += f"{type(new_fields[key]).__name__} {new_fields[key].name} ({new_fields[key].dtype}) removed because it is unused.\n" - keys_to_remove.append(key) - for key in keys_to_remove: - del new_fields[key] - - # Update feature set - self._fields = new_fields - print(output_log)
- - def _update_from_feature_set(self, feature_set, is_dirty: bool = True): - """ - Deep updates one feature set with another - Args: - feature_set: Feature set to use as a source of configuration - is_dirty: If true, will set this feature set to "dirty" after - this update. This is used to track whether the feature - set needs to be reapplied. - """ - self.name = feature_set.name - self.version = feature_set.version - self.source = feature_set.source - self.max_age = feature_set.max_age - self.features = feature_set.features - self.entities = feature_set.entities - self._is_dirty = is_dirty - -
[docs] def get_kafka_source_brokers(self) -> str: - """ - Get the broker list for the source in this feature set - """ - if self.source and self.source.source_type is "Kafka": - return self.source.brokers - raise Exception("Source type could not be identified")
- -
[docs] def get_kafka_source_topic(self) -> str: - """ - Get the topic that this feature set has been configured to use as source - """ - if self.source and self.source.source_type == "Kafka": - return self.source.topic - raise Exception("Source type could not be identified")
- -
[docs] def is_valid(self): - """ - Validates the state of a feature set locally - :return: (bool, str) True if valid, false if invalid. Contains a message - string with a reason - """ - if len(self.entities) == 0: - return False, f"No entities found in feature set {self.name}" - return True, ""
- -
[docs] @classmethod - def from_yaml(cls, yml: str): - """ - Creates a feature set from a YAML string body or a file path - - Args: - yml: Either a file path containing a yaml file or a YAML string - - Returns: - Returns a FeatureSet object based on the YAML file - """ - - return cls.from_dict(feast_yaml.yaml_loader(yml, load_single=True))
- -
[docs] @classmethod - def from_dict(cls, fs_dict): - """ - Creates a feature set from a dict - - Args: - fs_dict: A dict representation of a feature set - - Returns: - Returns a FeatureSet object based on the feature set dict - """ - - if ("kind" not in fs_dict) and (fs_dict["kind"].strip() != "feature_set"): - raise Exception(f"Resource kind is not a feature set {str(fs_dict)}") - feature_set_proto = json_format.ParseDict( - fs_dict, FeatureSetSpecProto(), ignore_unknown_fields=True - ) - return cls.from_proto(feature_set_proto)
- -
[docs] @classmethod - def from_proto(cls, feature_set_proto: FeatureSetSpecProto): - """ - Creates a feature set from a protobuf representation of a feature set - - Args: - from_proto: A protobuf representation of a feature set - - Returns: - Returns a FeatureSet object based on the feature set protobuf - """ - - feature_set = cls( - name=feature_set_proto.name, - features=[ - Feature.from_proto(feature) for feature in feature_set_proto.features - ], - entities=[ - Entity.from_proto(entity) for entity in feature_set_proto.entities - ], - max_age=feature_set_proto.max_age, - source=( - None - if feature_set_proto.source.type == 0 - else Source.from_proto(feature_set_proto.source) - ), - ) - feature_set._version = feature_set_proto.version - feature_set._is_dirty = False - return feature_set
- -
[docs] def to_proto(self) -> FeatureSetSpecProto: - """ - Converts a feature set object to its protobuf representation - - Returns: - FeatureSetSpec protobuf - """ - - return FeatureSetSpecProto( - name=self.name, - version=self.version, - max_age=self.max_age, - source=self.source.to_proto() if self.source is not None else None, - features=[ - field.to_proto() - for field in self._fields.values() - if type(field) == Feature - ], - entities=[ - field.to_proto() - for field in self._fields.values() - if type(field) == Entity - ], - )
- - -def _infer_pd_column_type(column, series, rows_to_sample): - dtype = None - sample_count = 0 - - # Loop over all rows for this column to infer types - for key, value in series.iteritems(): - sample_count += 1 - # Stop sampling at the row limit - if sample_count > rows_to_sample: - continue - - # Infer the specific type for this row - current_dtype = python_type_to_feast_value_type(name=column, value=value) - - # Make sure the type is consistent for column - if dtype: - if dtype != current_dtype: - raise ValueError( - f"Type mismatch detected in column {column}. Both " - f"the types {current_dtype} and {dtype} " - f"have been found." - ) - else: - # Store dtype in field to type map if it isnt already - dtype = current_dtype - - return dtype -
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/field.html b/sdk/python/docs/html/_modules/feast/field.html deleted file mode 100644 index 46ded95b09..0000000000 --- a/sdk/python/docs/html/_modules/feast/field.html +++ /dev/null @@ -1,248 +0,0 @@ - - - - - - - - - - - feast.field — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for feast.field

-# Copyright 2019 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.
-
-from feast.value_type import ValueType
-
-
-
[docs]class Field: - """ - High level field type. This is the parent type to both entities and - features. - """ - - def __init__(self, name: str, dtype: ValueType): - self._name = name - if not isinstance(dtype, ValueType): - raise ValueError("dtype is not a valid ValueType") - self._dtype = dtype - - def __eq__(self, other): - if self.name != other.name or self.dtype != other.dtype: - return False - return True - - @property - def name(self): - """ - Getter for name of this field - """ - return self._name - - @property - def dtype(self) -> ValueType: - """ - Getter for data type of this field - """ - return self._dtype - -
[docs] def to_proto(self): - """ - Unimplemented to_proto method for a field. This should be extended. - """ - pass
- -
[docs] def from_proto(self, proto): - """ - Unimplemented from_proto method for a field. This should be extended. - """ - pass
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/job.html b/sdk/python/docs/html/_modules/feast/job.html deleted file mode 100644 index 9d60edcfdc..0000000000 --- a/sdk/python/docs/html/_modules/feast/job.html +++ /dev/null @@ -1,317 +0,0 @@ - - - - - - - - - - - feast.job — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for feast.job

-import tempfile
-import time
-from datetime import datetime, timedelta
-from typing import List
-from urllib.parse import urlparse
-
-import fastavro
-import pandas as pd
-from fastavro import reader as fastavro_reader
-from google.cloud import storage
-
-from feast.serving.ServingService_pb2 import GetJobRequest
-from feast.serving.ServingService_pb2 import (
-    Job as JobProto,
-    JOB_STATUS_DONE,
-    DATA_FORMAT_AVRO,
-)
-from feast.serving.ServingService_pb2_grpc import ServingServiceStub
-
-# Maximum no of seconds to wait until the jobs status is DONE in Feast
-# Currently set to the maximum query execution time limit in BigQuery
-DEFAULT_TIMEOUT_SEC: int = 21600
-
-# Maximum no of seconds to wait before reloading the job status in Feast
-MAX_WAIT_INTERVAL_SEC: int = 60
-
-
-
[docs]class Job: - """ - A class representing a job for feature retrieval in Feast. - """ - - def __init__(self, job_proto: JobProto, serving_stub: ServingServiceStub): - """ - Args: - job_proto: Job proto object (wrapped by this job object) - serving_stub: Stub for Feast serving service - storage_client: Google Cloud Storage client - """ - self.job_proto = job_proto - self.serving_stub = serving_stub - self.storage_client = storage.Client(project=None) - - @property - def id(self): - """ - Getter for the Job Id - """ - return self.job_proto.id - - @property - def status(self): - """ - Getter for the Job status from Feast Core - """ - return self.job_proto.status - -
[docs] def reload(self): - """ - Reload the latest job status - Returns: None - """ - self.job_proto = self.serving_stub.GetJob(GetJobRequest(job=self.job_proto)).job
- -
[docs] def result(self, timeout_sec: int = DEFAULT_TIMEOUT_SEC): - """ - Wait until job is done to get an iterable rows of result. - The row can only represent an Avro row in Feast 0.3. - - Args: - timeout_sec: max no of seconds to wait until job is done. If "timeout_sec" is exceeded, an exception will be raised. - - Returns: Iterable of Avro rows - """ - max_wait_datetime = datetime.now() + timedelta(seconds=timeout_sec) - wait_duration_sec = 2 - - while self.status != JOB_STATUS_DONE: - if datetime.now() > max_wait_datetime: - raise Exception( - "Timeout exceeded while waiting for result. Please retry this method or use a longer timeout value." - ) - - self.reload() - time.sleep(wait_duration_sec) - # Backoff the wait duration exponentially up till MAX_WAIT_INTERVAL_SEC - wait_duration_sec = min(wait_duration_sec * 2, MAX_WAIT_INTERVAL_SEC) - - if self.job_proto.error: - raise Exception(self.job_proto.error) - - if self.job_proto.data_format != DATA_FORMAT_AVRO: - raise Exception( - "Feast only supports Avro data format for now. Please check " - "your Feast Serving deployment." - ) - - uris = [urlparse(uri) for uri in self.job_proto.file_uris] - for file_uri in uris: - if file_uri.scheme == "gs": - file_obj = tempfile.TemporaryFile() - self.storage_client.download_blob_to_file(file_uri.geturl(), file_obj) - elif file_uri.scheme == "file": - file_obj = open(file_uri.path, "rb") - else: - raise Exception( - f"Could not identify file URI {file_uri}. Only gs:// and file:// supported" - ) - - file_obj.seek(0) - avro_reader = fastavro.reader(file_obj) - - for record in avro_reader: - yield record
- -
[docs] def to_dataframe(self, timeout_sec: int = DEFAULT_TIMEOUT_SEC): - """ - Wait until job is done to get an interable rows of result - - Args: - timeout_sec: max no of seconds to wait until job is done. If "timeout_sec" is exceeded, an exception will be raised. - Returns: pandas Dataframe of the feature values - """ - records = [r for r in self.result(timeout_sec=timeout_sec)] - return pd.DataFrame.from_records(records)
- - def __iter__(self): - return iter(self.result())
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/loaders/file.html b/sdk/python/docs/html/_modules/feast/loaders/file.html deleted file mode 100644 index 9544968595..0000000000 --- a/sdk/python/docs/html/_modules/feast/loaders/file.html +++ /dev/null @@ -1,272 +0,0 @@ - - - - - - - - - - - feast.loaders.file — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for feast.loaders.file

-import shutil
-import tempfile
-from typing import Optional
-from urllib.parse import urlparse
-import uuid
-import pandas as pd
-from datetime import datetime
-from google.cloud import storage
-from pandavro import to_avro
-
-
-
[docs]def export_dataframe_to_staging_location( - df: pd.DataFrame, staging_location_uri: str -) -> str: - """ - Uploads a dataframe to a remote staging location - - Args: - df: Pandas dataframe - staging_location_uri: Remote staging location where dataframe should be written - Examples: - gs://bucket/path/ - file:///data/subfolder/ - - Returns: - Returns the full path to the file in the remote staging location - """ - - # Validate staging location - uri = urlparse(staging_location_uri) - if uri.scheme == "gs": - dir_path, file_name, source_path = export_dataframe_to_local(df) - upload_file_to_gcs( - source_path, uri.hostname, str(uri.path).strip("/") + "/" + file_name - ) - if len(str(dir_path)) < 5: - raise Exception(f"Export location {dir_path} dangerous. Stopping.") - shutil.rmtree(dir_path) - elif uri.scheme == "file": - dir_path, file_name, source_path = export_dataframe_to_local(df, uri.path) - else: - raise Exception( - f"Staging location {staging_location_uri} does not have a valid URI. Only gs:// and file:// are supported" - ) - - return staging_location_uri.rstrip("/") + "/" + file_name
- - -
[docs]def export_dataframe_to_local(df: pd.DataFrame, dir_path: Optional[str] = None): - """ - Exports a pandas dataframe to the local filesystem - - Args: - df: Pandas dataframe to save - dir_path: (optional) Absolute directory path '/data/project/subfolder/' - """ - - # Create local staging location if not provided - if dir_path is None: - dir_path = tempfile.mkdtemp() - - file_name = f'{datetime.now().strftime("%d-%m-%Y_%I-%M-%S_%p")}_{str(uuid.uuid4())[:8]}.avro' - dest_path = f"{dir_path}/{file_name}" - - # Export dataset to file in local path - to_avro(df=df, file_path_or_buffer=dest_path) - return dir_path, file_name, dest_path
- - -
[docs]def upload_file_to_gcs(local_path: str, bucket: str, remote_path: str): - """ - Upload a file from the local file system to Google Cloud Storage (GCS) - - Args: - local_path: Local filesystem path of file to upload - bucket: GCS bucket to upload to - remote_path: Path within GCS bucket to upload file to, includes file name - """ - - storage_client = storage.Client(project=None) - bucket = storage_client.get_bucket(bucket) - blob = bucket.blob(remote_path) - blob.upload_from_filename(local_path)
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/loaders/ingest.html b/sdk/python/docs/html/_modules/feast/loaders/ingest.html deleted file mode 100644 index 4d00b48e4d..0000000000 --- a/sdk/python/docs/html/_modules/feast/loaders/ingest.html +++ /dev/null @@ -1,443 +0,0 @@ - - - - - - - - - - - feast.loaders.ingest — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for feast.loaders.ingest

-import logging
-import multiprocessing
-import os
-import time
-from functools import partial
-from multiprocessing import Process, Queue, Pool
-from typing import Iterable
-import pandas as pd
-import pyarrow as pa
-from feast.feature_set import FeatureSet
-from feast.type_map import convert_dict_to_proto_values
-from feast.types.FeatureRow_pb2 import FeatureRow
-from kafka import KafkaProducer
-from tqdm import tqdm
-from feast.constants import DATETIME_COLUMN
-
-_logger = logging.getLogger(__name__)
-
-GRPC_CONNECTION_TIMEOUT_DEFAULT = 3  # type: int
-GRPC_CONNECTION_TIMEOUT_APPLY = 300  # type: int
-FEAST_SERVING_URL_ENV_KEY = "FEAST_SERVING_URL"  # type: str
-FEAST_CORE_URL_ENV_KEY = "FEAST_CORE_URL"  # type: str
-BATCH_FEATURE_REQUEST_WAIT_TIME_SECONDS = 300
-CPU_COUNT = os.cpu_count()  # type: int
-KAFKA_CHUNK_PRODUCTION_TIMEOUT = 120  # type: int
-
-
-def _kafka_feature_row_producer(
-    feature_row_queue: Queue, row_count: int, brokers, topic, ctx: dict, pbar: tqdm
-):
-    """
-    Pushes Feature Rows to Kafka. Reads rows from a queue. Function will run
-    until total row_count is reached.
-
-    Args:
-        feature_row_queue: Queue containing feature rows.
-        row_count: Total row count to process
-        brokers: Broker to push to
-        topic: Topic to push to
-        ctx: Context dict used to communicate with primary process
-        pbar: Progress bar object
-    """
-
-    # Callback for failed production to Kafka
-    def on_error(e):
-        # Save last exception
-        ctx["last_exception"] = e
-
-        # Increment error count
-        if "error_count" in ctx:
-            ctx["error_count"] += 1
-        else:
-            ctx["error_count"] = 1
-
-    # Callback for succeeded production to Kafka
-    def on_success(meta):
-        pbar.update()
-
-    producer = KafkaProducer(bootstrap_servers=brokers)
-    processed_rows = 0
-
-    # Loop through feature rows until all rows are processed
-    while processed_rows < row_count:
-        # Wait if queue is empty
-        if feature_row_queue.empty():
-            time.sleep(1)
-            producer.flush(timeout=KAFKA_CHUNK_PRODUCTION_TIMEOUT)
-        else:
-            while not feature_row_queue.empty():
-                row = feature_row_queue.get()
-                if row is not None:
-                    # Push row to Kafka
-                    producer.send(topic, row.SerializeToString()).add_callback(
-                        on_success
-                    ).add_errback(on_error)
-                processed_rows += 1
-
-                # Force an occasional flush
-                if processed_rows % 10000 == 0:
-                    producer.flush(timeout=KAFKA_CHUNK_PRODUCTION_TIMEOUT)
-                del row
-            pbar.refresh()
-
-    # Ensure that all rows are pushed
-    producer.flush(timeout=KAFKA_CHUNK_PRODUCTION_TIMEOUT)
-
-    # Using progress bar as counter is much faster than incrementing dict
-    ctx["success_count"] = pbar.n
-    pbar.close()
-
-
-def _encode_pa_chunks(
-    tbl: pa.lib.Table,
-    fs: FeatureSet,
-    max_workers: int,
-    df_datetime_dtype: pd.DataFrame.dtypes,
-    chunk_size: int = 5000,
-) -> Iterable[FeatureRow]:
-    """
-    Generator function to encode rows in PyArrow table to FeatureRows by
-    breaking up the table into batches.
-
-    Each batch will have its rows spread accross a pool of workers to be
-    transformed into FeatureRow objects.
-
-    Args:
-        tbl: PyArrow table to be processed.
-        fs: FeatureSet describing PyArrow table.
-        max_workers: Maximum number of workers.
-        df_datetime_dtype: Pandas dtype of datetime column.
-        chunk_size: Maximum size of each chunk when PyArrow table is batched.
-
-    Returns:
-        Iterable FeatureRow object.
-    """
-
-    pool = Pool(max_workers)
-
-    # Create a partial function with static non-iterable arguments
-    func = partial(
-        convert_dict_to_proto_values,
-        df_datetime_dtype=df_datetime_dtype,
-        feature_set=fs,
-    )
-
-    for batch in tbl.to_batches(max_chunksize=chunk_size):
-        m_df = batch.to_pandas()
-        results = pool.map_async(func, m_df.to_dict("records"))
-        yield from results.get()
-
-    pool.close()
-    pool.join()
-    return
-
-
-
[docs]def ingest_table_to_kafka( - feature_set: FeatureSet, - table: pa.lib.Table, - max_workers: int, - chunk_size: int = 5000, - disable_pbar: bool = False, - timeout: int = None, -) -> None: - """ - Ingest a PyArrow Table to a Kafka topic based for a Feature Set - - Args: - feature_set: FeatureSet describing PyArrow table. - table: PyArrow table to be processed. - max_workers: Maximum number of workers. - chunk_size: Maximum size of each chunk when PyArrow table is batched. - disable_pbar: Flag to indicate if tqdm progress bar should be disabled. - timeout: Maximum time before method times out - """ - - pbar = tqdm(unit="rows", total=table.num_rows, disable=disable_pbar) - - # Use a small DataFrame to validate feature set schema - ref_df = table.to_batches(max_chunksize=100)[0].to_pandas() - df_datetime_dtype = ref_df[DATETIME_COLUMN].dtype - - # Validate feature set schema - _validate_dataframe(ref_df, feature_set) - - # Create queue through which encoding and production will coordinate - row_queue = Queue() - - # Create a context object to send and receive information across processes - ctx = multiprocessing.Manager().dict( - {"success_count": 0, "error_count": 0, "last_exception": ""} - ) - - # Create producer to push feature rows to Kafka - ingestion_process = Process( - target=_kafka_feature_row_producer, - args=( - row_queue, - table.num_rows, - feature_set.get_kafka_source_brokers(), - feature_set.get_kafka_source_topic(), - ctx, - pbar, - ), - ) - - try: - # Start ingestion process - print( - f"\n(ingest table to kafka) Ingestion started for {feature_set.name}:{feature_set.version}" - ) - ingestion_process.start() - - # Iterate over chunks in the table and return feature rows - for row in _encode_pa_chunks( - tbl=table, - fs=feature_set, - max_workers=max_workers, - chunk_size=chunk_size, - df_datetime_dtype=df_datetime_dtype, - ): - # Push rows onto a queue for the production process to pick up - row_queue.put(row) - while row_queue.qsize() > chunk_size: - time.sleep(0.1) - row_queue.put(None) - except Exception as ex: - _logger.error(f"Exception occurred: {ex}") - finally: - # Wait for the Kafka production to complete - ingestion_process.join(timeout=timeout) - failed_message = ( - "" - if ctx["error_count"] == 0 - else f"\nFail: {ctx['error_count']}/{table.num_rows}" - ) - - last_exception_message = ( - "" - if ctx["last_exception"] == "" - else f"\nLast exception:\n{ctx['last_exception']}" - ) - print( - f"\nIngestion statistics:" - f"\nSuccess: {ctx['success_count']}/{table.num_rows}" - f"{failed_message}" - f"{last_exception_message}" - )
- - -def _validate_dataframe(dataframe: pd.DataFrame, feature_set: FeatureSet): - """ - Validates a Pandas dataframe based on a feature set - - Args: - dataframe: Pandas dataframe - feature_set: Feature Set instance - """ - - if "datetime" not in dataframe.columns: - raise ValueError( - f'Dataframe does not contain entity "datetime" in columns {dataframe.columns}' - ) - - for entity in feature_set.entities: - if entity.name not in dataframe.columns: - raise ValueError( - f"Dataframe does not contain entity {entity.name} in columns {dataframe.columns}" - ) - - for feature in feature_set.features: - if feature.name not in dataframe.columns: - raise ValueError( - f"Dataframe does not contain feature {feature.name} in columns {dataframe.columns}" - ) -
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/loaders/yaml.html b/sdk/python/docs/html/_modules/feast/loaders/yaml.html deleted file mode 100644 index 981a6d56bf..0000000000 --- a/sdk/python/docs/html/_modules/feast/loaders/yaml.html +++ /dev/null @@ -1,268 +0,0 @@ - - - - - - - - - - - feast.loaders.yaml — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.loaders.yaml

-import yaml
-
-
-
[docs]def yaml_loader(yml, load_single=False): - """ - Loads one or more Feast resources from a YAML path or string. Multiple resources - can be divided by three hyphens '---' - - Args: - yml: A path ending in .yaml or .yml, or a YAML string - load_single: Expect only a single YAML resource, fail otherwise - - Returns: - Either a single YAML dictionary or a list of YAML dictionaries - - """ - - yml_content = _get_yaml_contents(yml) - yaml_strings = yml_content.strip("---").split("---") - - # Return a single resource dict - if load_single: - if len(yaml_strings) > 1: - raise Exception( - f"More than one YAML file is being loaded when only a single file is supported: ${yaml_strings}" - ) - return _yaml_to_dict(yaml_strings[0]) - - # Return a list of resource dicts - resources = [] - for yaml_string in yaml_strings: - resources.append(_yaml_to_dict(yaml_string)) - return resources
- - -def _get_yaml_contents(yml: str) -> str: - """ - Returns the YAML contents from an object. If a path ending with .yaml or - .yml is passed, it will be read for its contents. If a string containing - YAML is passed, that will be returned. - - Args: - yml: Path of YAML file or string containing YAML - - Returns: - String object containing YAML - """ - if ( - isinstance(yml, str) - and yml.count("\n") == 0 - and (".yaml" in yml.lower() or ".yml" in yml.lower()) - ): - with open(yml, "r") as f: - yml_content = f.read() - - elif isinstance(yml, str) and "kind" in yml.lower(): - yml_content = yml - else: - raise Exception( - f"Invalid YAML provided. Please provide either a file path or YAML string: ${yml}" - ) - return yml_content - - -def _yaml_to_dict(yaml_string): - """ - Converts a yaml string to dictionary - - Args: - yaml_string: String containing YAML - - Returns: - Dictionary containing the same object - """ - - yaml_dict = yaml.safe_load(yaml_string) - if not isinstance(yaml_dict, dict) or not "kind" in yaml_dict: - raise Exception(f"Could not detect YAML kind from resource: ${yaml_string}") - return yaml_dict -
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/resource.html b/sdk/python/docs/html/_modules/feast/resource.html deleted file mode 100644 index 448fd50fd6..0000000000 --- a/sdk/python/docs/html/_modules/feast/resource.html +++ /dev/null @@ -1,199 +0,0 @@ - - - - - - - - - - - feast.resource — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.resource

-from feast.feature_set import FeatureSet
-
-# TODO: This factory adds no value. It should be removed asap.
-
[docs]class ResourceFactory: -
[docs] @staticmethod - def get_resource(kind): - if kind == "feature_set": - return FeatureSet - else: - raise ValueError(kind)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/serving/ServingService_pb2.html b/sdk/python/docs/html/_modules/feast/serving/ServingService_pb2.html deleted file mode 100644 index d93754e812..0000000000 --- a/sdk/python/docs/html/_modules/feast/serving/ServingService_pb2.html +++ /dev/null @@ -1,1160 +0,0 @@ - - - - - - - - - - - feast.serving.ServingService_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- -
    - -
  • Docs »
  • - -
  • Module code »
  • - -
  • feast.serving.ServingService_pb2
  • - - -
  • - -
  • - -
- - -
-
-
-
- -

Source code for feast.serving.ServingService_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/serving/ServingService.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf.internal import enum_type_wrapper
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from google.protobuf import timestamp_pb2 as google_dot_protobuf_dot_timestamp__pb2
-from google.protobuf import duration_pb2 as google_dot_protobuf_dot_duration__pb2
-from feast.types import Value_pb2 as feast_dot_types_dot_Value__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/serving/ServingService.proto',
-  package='feast.serving',
-  syntax='proto3',
-  serialized_options=_b('\n\rfeast.servingB\017ServingAPIProtoZ2github.com/gojek/feast/sdk/go/protos/feast/serving'),
-  serialized_pb=_b('\n\"feast/serving/ServingService.proto\x12\rfeast.serving\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1egoogle/protobuf/duration.proto\x1a\x17\x66\x65\x61st/types/Value.proto\"\x1c\n\x1aGetFeastServingInfoRequest\"{\n\x1bGetFeastServingInfoResponse\x12\x0f\n\x07version\x18\x01 \x01(\t\x12-\n\x04type\x18\x02 \x01(\x0e\x32\x1f.feast.serving.FeastServingType\x12\x1c\n\x14job_staging_location\x18\n \x01(\t\"u\n\x11\x46\x65\x61tureSetRequest\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07version\x18\x02 \x01(\x05\x12\x15\n\rfeature_names\x18\x03 \x03(\t\x12*\n\x07max_age\x18\x04 \x01(\x0b\x32\x19.google.protobuf.Duration\"\x93\x03\n\x18GetOnlineFeaturesRequest\x12\x36\n\x0c\x66\x65\x61ture_sets\x18\x01 \x03(\x0b\x32 .feast.serving.FeatureSetRequest\x12\x46\n\x0b\x65ntity_rows\x18\x02 \x03(\x0b\x32\x31.feast.serving.GetOnlineFeaturesRequest.EntityRow\x12!\n\x19omit_entities_in_response\x18\x03 \x01(\x08\x1a\xd3\x01\n\tEntityRow\x12\x34\n\x10\x65ntity_timestamp\x18\x01 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12M\n\x06\x66ields\x18\x02 \x03(\x0b\x32=.feast.serving.GetOnlineFeaturesRequest.EntityRow.FieldsEntry\x1a\x41\n\x0b\x46ieldsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.feast.types.Value:\x02\x38\x01\"\x87\x01\n\x17GetBatchFeaturesRequest\x12\x36\n\x0c\x66\x65\x61ture_sets\x18\x01 \x03(\x0b\x32 .feast.serving.FeatureSetRequest\x12\x34\n\x0e\x64\x61taset_source\x18\x02 \x01(\x0b\x32\x1c.feast.serving.DatasetSource\"\x8c\x02\n\x19GetOnlineFeaturesResponse\x12J\n\x0c\x66ield_values\x18\x01 \x03(\x0b\x32\x34.feast.serving.GetOnlineFeaturesResponse.FieldValues\x1a\xa2\x01\n\x0b\x46ieldValues\x12P\n\x06\x66ields\x18\x01 \x03(\x0b\x32@.feast.serving.GetOnlineFeaturesResponse.FieldValues.FieldsEntry\x1a\x41\n\x0b\x46ieldsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.feast.types.Value:\x02\x38\x01\";\n\x18GetBatchFeaturesResponse\x12\x1f\n\x03job\x18\x01 \x01(\x0b\x32\x12.feast.serving.Job\"0\n\rGetJobRequest\x12\x1f\n\x03job\x18\x01 \x01(\x0b\x32\x12.feast.serving.Job\"1\n\x0eGetJobResponse\x12\x1f\n\x03job\x18\x01 \x01(\x0b\x32\x12.feast.serving.Job\"\xb3\x01\n\x03Job\x12\n\n\x02id\x18\x01 \x01(\t\x12$\n\x04type\x18\x02 \x01(\x0e\x32\x16.feast.serving.JobType\x12(\n\x06status\x18\x03 \x01(\x0e\x32\x18.feast.serving.JobStatus\x12\r\n\x05\x65rror\x18\x04 \x01(\t\x12\x11\n\tfile_uris\x18\x05 \x03(\t\x12.\n\x0b\x64\x61ta_format\x18\x06 \x01(\x0e\x32\x19.feast.serving.DataFormat\"\xb2\x01\n\rDatasetSource\x12>\n\x0b\x66ile_source\x18\x01 \x01(\x0b\x32\'.feast.serving.DatasetSource.FileSourceH\x00\x1aO\n\nFileSource\x12\x11\n\tfile_uris\x18\x01 \x03(\t\x12.\n\x0b\x64\x61ta_format\x18\x02 \x01(\x0e\x32\x19.feast.serving.DataFormatB\x10\n\x0e\x64\x61taset_source*o\n\x10\x46\x65\x61stServingType\x12\x1e\n\x1a\x46\x45\x41ST_SERVING_TYPE_INVALID\x10\x00\x12\x1d\n\x19\x46\x45\x41ST_SERVING_TYPE_ONLINE\x10\x01\x12\x1c\n\x18\x46\x45\x41ST_SERVING_TYPE_BATCH\x10\x02*6\n\x07JobType\x12\x14\n\x10JOB_TYPE_INVALID\x10\x00\x12\x15\n\x11JOB_TYPE_DOWNLOAD\x10\x01*h\n\tJobStatus\x12\x16\n\x12JOB_STATUS_INVALID\x10\x00\x12\x16\n\x12JOB_STATUS_PENDING\x10\x01\x12\x16\n\x12JOB_STATUS_RUNNING\x10\x02\x12\x13\n\x0fJOB_STATUS_DONE\x10\x03*;\n\nDataFormat\x12\x17\n\x13\x44\x41TA_FORMAT_INVALID\x10\x00\x12\x14\n\x10\x44\x41TA_FORMAT_AVRO\x10\x01\x32\x92\x03\n\x0eServingService\x12l\n\x13GetFeastServingInfo\x12).feast.serving.GetFeastServingInfoRequest\x1a*.feast.serving.GetFeastServingInfoResponse\x12\x66\n\x11GetOnlineFeatures\x12\'.feast.serving.GetOnlineFeaturesRequest\x1a(.feast.serving.GetOnlineFeaturesResponse\x12\x63\n\x10GetBatchFeatures\x12&.feast.serving.GetBatchFeaturesRequest\x1a\'.feast.serving.GetBatchFeaturesResponse\x12\x45\n\x06GetJob\x12\x1c.feast.serving.GetJobRequest\x1a\x1d.feast.serving.GetJobResponseBT\n\rfeast.servingB\x0fServingAPIProtoZ2github.com/gojek/feast/sdk/go/protos/feast/servingb\x06proto3')
-  ,
-  dependencies=[google_dot_protobuf_dot_timestamp__pb2.DESCRIPTOR,google_dot_protobuf_dot_duration__pb2.DESCRIPTOR,feast_dot_types_dot_Value__pb2.DESCRIPTOR,])
-
-_FEASTSERVINGTYPE = _descriptor.EnumDescriptor(
-  name='FeastServingType',
-  full_name='feast.serving.FeastServingType',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='FEAST_SERVING_TYPE_INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='FEAST_SERVING_TYPE_ONLINE', index=1, number=1,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='FEAST_SERVING_TYPE_BATCH', index=2, number=2,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=1757,
-  serialized_end=1868,
-)
-_sym_db.RegisterEnumDescriptor(_FEASTSERVINGTYPE)
-
-FeastServingType = enum_type_wrapper.EnumTypeWrapper(_FEASTSERVINGTYPE)
-_JOBTYPE = _descriptor.EnumDescriptor(
-  name='JobType',
-  full_name='feast.serving.JobType',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='JOB_TYPE_INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='JOB_TYPE_DOWNLOAD', index=1, number=1,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=1870,
-  serialized_end=1924,
-)
-_sym_db.RegisterEnumDescriptor(_JOBTYPE)
-
-JobType = enum_type_wrapper.EnumTypeWrapper(_JOBTYPE)
-_JOBSTATUS = _descriptor.EnumDescriptor(
-  name='JobStatus',
-  full_name='feast.serving.JobStatus',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='JOB_STATUS_INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='JOB_STATUS_PENDING', index=1, number=1,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='JOB_STATUS_RUNNING', index=2, number=2,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='JOB_STATUS_DONE', index=3, number=3,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=1926,
-  serialized_end=2030,
-)
-_sym_db.RegisterEnumDescriptor(_JOBSTATUS)
-
-JobStatus = enum_type_wrapper.EnumTypeWrapper(_JOBSTATUS)
-_DATAFORMAT = _descriptor.EnumDescriptor(
-  name='DataFormat',
-  full_name='feast.serving.DataFormat',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='DATA_FORMAT_INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='DATA_FORMAT_AVRO', index=1, number=1,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=2032,
-  serialized_end=2091,
-)
-_sym_db.RegisterEnumDescriptor(_DATAFORMAT)
-
-DataFormat = enum_type_wrapper.EnumTypeWrapper(_DATAFORMAT)
-FEAST_SERVING_TYPE_INVALID = 0
-FEAST_SERVING_TYPE_ONLINE = 1
-FEAST_SERVING_TYPE_BATCH = 2
-JOB_TYPE_INVALID = 0
-JOB_TYPE_DOWNLOAD = 1
-JOB_STATUS_INVALID = 0
-JOB_STATUS_PENDING = 1
-JOB_STATUS_RUNNING = 2
-JOB_STATUS_DONE = 3
-DATA_FORMAT_INVALID = 0
-DATA_FORMAT_AVRO = 1
-
-
-
-_GETFEASTSERVINGINFOREQUEST = _descriptor.Descriptor(
-  name='GetFeastServingInfoRequest',
-  full_name='feast.serving.GetFeastServingInfoRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=143,
-  serialized_end=171,
-)
-
-
-_GETFEASTSERVINGINFORESPONSE = _descriptor.Descriptor(
-  name='GetFeastServingInfoResponse',
-  full_name='feast.serving.GetFeastServingInfoResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='version', full_name='feast.serving.GetFeastServingInfoResponse.version', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='type', full_name='feast.serving.GetFeastServingInfoResponse.type', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='job_staging_location', full_name='feast.serving.GetFeastServingInfoResponse.job_staging_location', index=2,
-      number=10, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=173,
-  serialized_end=296,
-)
-
-
-_FEATURESETREQUEST = _descriptor.Descriptor(
-  name='FeatureSetRequest',
-  full_name='feast.serving.FeatureSetRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.serving.FeatureSetRequest.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='version', full_name='feast.serving.FeatureSetRequest.version', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='feature_names', full_name='feast.serving.FeatureSetRequest.feature_names', index=2,
-      number=3, type=9, cpp_type=9, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='max_age', full_name='feast.serving.FeatureSetRequest.max_age', index=3,
-      number=4, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=298,
-  serialized_end=415,
-)
-
-
-_GETONLINEFEATURESREQUEST_ENTITYROW_FIELDSENTRY = _descriptor.Descriptor(
-  name='FieldsEntry',
-  full_name='feast.serving.GetOnlineFeaturesRequest.EntityRow.FieldsEntry',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='key', full_name='feast.serving.GetOnlineFeaturesRequest.EntityRow.FieldsEntry.key', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='value', full_name='feast.serving.GetOnlineFeaturesRequest.EntityRow.FieldsEntry.value', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=_b('8\001'),
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=756,
-  serialized_end=821,
-)
-
-_GETONLINEFEATURESREQUEST_ENTITYROW = _descriptor.Descriptor(
-  name='EntityRow',
-  full_name='feast.serving.GetOnlineFeaturesRequest.EntityRow',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='entity_timestamp', full_name='feast.serving.GetOnlineFeaturesRequest.EntityRow.entity_timestamp', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='fields', full_name='feast.serving.GetOnlineFeaturesRequest.EntityRow.fields', index=1,
-      number=2, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_GETONLINEFEATURESREQUEST_ENTITYROW_FIELDSENTRY, ],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=610,
-  serialized_end=821,
-)
-
-_GETONLINEFEATURESREQUEST = _descriptor.Descriptor(
-  name='GetOnlineFeaturesRequest',
-  full_name='feast.serving.GetOnlineFeaturesRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_sets', full_name='feast.serving.GetOnlineFeaturesRequest.feature_sets', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='entity_rows', full_name='feast.serving.GetOnlineFeaturesRequest.entity_rows', index=1,
-      number=2, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='omit_entities_in_response', full_name='feast.serving.GetOnlineFeaturesRequest.omit_entities_in_response', index=2,
-      number=3, type=8, cpp_type=7, label=1,
-      has_default_value=False, default_value=False,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_GETONLINEFEATURESREQUEST_ENTITYROW, ],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=418,
-  serialized_end=821,
-)
-
-
-_GETBATCHFEATURESREQUEST = _descriptor.Descriptor(
-  name='GetBatchFeaturesRequest',
-  full_name='feast.serving.GetBatchFeaturesRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_sets', full_name='feast.serving.GetBatchFeaturesRequest.feature_sets', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='dataset_source', full_name='feast.serving.GetBatchFeaturesRequest.dataset_source', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=824,
-  serialized_end=959,
-)
-
-
-_GETONLINEFEATURESRESPONSE_FIELDVALUES_FIELDSENTRY = _descriptor.Descriptor(
-  name='FieldsEntry',
-  full_name='feast.serving.GetOnlineFeaturesResponse.FieldValues.FieldsEntry',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='key', full_name='feast.serving.GetOnlineFeaturesResponse.FieldValues.FieldsEntry.key', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='value', full_name='feast.serving.GetOnlineFeaturesResponse.FieldValues.FieldsEntry.value', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=_b('8\001'),
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=756,
-  serialized_end=821,
-)
-
-_GETONLINEFEATURESRESPONSE_FIELDVALUES = _descriptor.Descriptor(
-  name='FieldValues',
-  full_name='feast.serving.GetOnlineFeaturesResponse.FieldValues',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='fields', full_name='feast.serving.GetOnlineFeaturesResponse.FieldValues.fields', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_GETONLINEFEATURESRESPONSE_FIELDVALUES_FIELDSENTRY, ],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1068,
-  serialized_end=1230,
-)
-
-_GETONLINEFEATURESRESPONSE = _descriptor.Descriptor(
-  name='GetOnlineFeaturesResponse',
-  full_name='feast.serving.GetOnlineFeaturesResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='field_values', full_name='feast.serving.GetOnlineFeaturesResponse.field_values', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_GETONLINEFEATURESRESPONSE_FIELDVALUES, ],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=962,
-  serialized_end=1230,
-)
-
-
-_GETBATCHFEATURESRESPONSE = _descriptor.Descriptor(
-  name='GetBatchFeaturesResponse',
-  full_name='feast.serving.GetBatchFeaturesResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='job', full_name='feast.serving.GetBatchFeaturesResponse.job', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1232,
-  serialized_end=1291,
-)
-
-
-_GETJOBREQUEST = _descriptor.Descriptor(
-  name='GetJobRequest',
-  full_name='feast.serving.GetJobRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='job', full_name='feast.serving.GetJobRequest.job', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1293,
-  serialized_end=1341,
-)
-
-
-_GETJOBRESPONSE = _descriptor.Descriptor(
-  name='GetJobResponse',
-  full_name='feast.serving.GetJobResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='job', full_name='feast.serving.GetJobResponse.job', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1343,
-  serialized_end=1392,
-)
-
-
-_JOB = _descriptor.Descriptor(
-  name='Job',
-  full_name='feast.serving.Job',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='id', full_name='feast.serving.Job.id', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='type', full_name='feast.serving.Job.type', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='status', full_name='feast.serving.Job.status', index=2,
-      number=3, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='error', full_name='feast.serving.Job.error', index=3,
-      number=4, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='file_uris', full_name='feast.serving.Job.file_uris', index=4,
-      number=5, type=9, cpp_type=9, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='data_format', full_name='feast.serving.Job.data_format', index=5,
-      number=6, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1395,
-  serialized_end=1574,
-)
-
-
-_DATASETSOURCE_FILESOURCE = _descriptor.Descriptor(
-  name='FileSource',
-  full_name='feast.serving.DatasetSource.FileSource',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='file_uris', full_name='feast.serving.DatasetSource.FileSource.file_uris', index=0,
-      number=1, type=9, cpp_type=9, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='data_format', full_name='feast.serving.DatasetSource.FileSource.data_format', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1658,
-  serialized_end=1737,
-)
-
-_DATASETSOURCE = _descriptor.Descriptor(
-  name='DatasetSource',
-  full_name='feast.serving.DatasetSource',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='file_source', full_name='feast.serving.DatasetSource.file_source', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[_DATASETSOURCE_FILESOURCE, ],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-    _descriptor.OneofDescriptor(
-      name='dataset_source', full_name='feast.serving.DatasetSource.dataset_source',
-      index=0, containing_type=None, fields=[]),
-  ],
-  serialized_start=1577,
-  serialized_end=1755,
-)
-
-_GETFEASTSERVINGINFORESPONSE.fields_by_name['type'].enum_type = _FEASTSERVINGTYPE
-_FEATURESETREQUEST.fields_by_name['max_age'].message_type = google_dot_protobuf_dot_duration__pb2._DURATION
-_GETONLINEFEATURESREQUEST_ENTITYROW_FIELDSENTRY.fields_by_name['value'].message_type = feast_dot_types_dot_Value__pb2._VALUE
-_GETONLINEFEATURESREQUEST_ENTITYROW_FIELDSENTRY.containing_type = _GETONLINEFEATURESREQUEST_ENTITYROW
-_GETONLINEFEATURESREQUEST_ENTITYROW.fields_by_name['entity_timestamp'].message_type = google_dot_protobuf_dot_timestamp__pb2._TIMESTAMP
-_GETONLINEFEATURESREQUEST_ENTITYROW.fields_by_name['fields'].message_type = _GETONLINEFEATURESREQUEST_ENTITYROW_FIELDSENTRY
-_GETONLINEFEATURESREQUEST_ENTITYROW.containing_type = _GETONLINEFEATURESREQUEST
-_GETONLINEFEATURESREQUEST.fields_by_name['feature_sets'].message_type = _FEATURESETREQUEST
-_GETONLINEFEATURESREQUEST.fields_by_name['entity_rows'].message_type = _GETONLINEFEATURESREQUEST_ENTITYROW
-_GETBATCHFEATURESREQUEST.fields_by_name['feature_sets'].message_type = _FEATURESETREQUEST
-_GETBATCHFEATURESREQUEST.fields_by_name['dataset_source'].message_type = _DATASETSOURCE
-_GETONLINEFEATURESRESPONSE_FIELDVALUES_FIELDSENTRY.fields_by_name['value'].message_type = feast_dot_types_dot_Value__pb2._VALUE
-_GETONLINEFEATURESRESPONSE_FIELDVALUES_FIELDSENTRY.containing_type = _GETONLINEFEATURESRESPONSE_FIELDVALUES
-_GETONLINEFEATURESRESPONSE_FIELDVALUES.fields_by_name['fields'].message_type = _GETONLINEFEATURESRESPONSE_FIELDVALUES_FIELDSENTRY
-_GETONLINEFEATURESRESPONSE_FIELDVALUES.containing_type = _GETONLINEFEATURESRESPONSE
-_GETONLINEFEATURESRESPONSE.fields_by_name['field_values'].message_type = _GETONLINEFEATURESRESPONSE_FIELDVALUES
-_GETBATCHFEATURESRESPONSE.fields_by_name['job'].message_type = _JOB
-_GETJOBREQUEST.fields_by_name['job'].message_type = _JOB
-_GETJOBRESPONSE.fields_by_name['job'].message_type = _JOB
-_JOB.fields_by_name['type'].enum_type = _JOBTYPE
-_JOB.fields_by_name['status'].enum_type = _JOBSTATUS
-_JOB.fields_by_name['data_format'].enum_type = _DATAFORMAT
-_DATASETSOURCE_FILESOURCE.fields_by_name['data_format'].enum_type = _DATAFORMAT
-_DATASETSOURCE_FILESOURCE.containing_type = _DATASETSOURCE
-_DATASETSOURCE.fields_by_name['file_source'].message_type = _DATASETSOURCE_FILESOURCE
-_DATASETSOURCE.oneofs_by_name['dataset_source'].fields.append(
-  _DATASETSOURCE.fields_by_name['file_source'])
-_DATASETSOURCE.fields_by_name['file_source'].containing_oneof = _DATASETSOURCE.oneofs_by_name['dataset_source']
-DESCRIPTOR.message_types_by_name['GetFeastServingInfoRequest'] = _GETFEASTSERVINGINFOREQUEST
-DESCRIPTOR.message_types_by_name['GetFeastServingInfoResponse'] = _GETFEASTSERVINGINFORESPONSE
-DESCRIPTOR.message_types_by_name['FeatureSetRequest'] = _FEATURESETREQUEST
-DESCRIPTOR.message_types_by_name['GetOnlineFeaturesRequest'] = _GETONLINEFEATURESREQUEST
-DESCRIPTOR.message_types_by_name['GetBatchFeaturesRequest'] = _GETBATCHFEATURESREQUEST
-DESCRIPTOR.message_types_by_name['GetOnlineFeaturesResponse'] = _GETONLINEFEATURESRESPONSE
-DESCRIPTOR.message_types_by_name['GetBatchFeaturesResponse'] = _GETBATCHFEATURESRESPONSE
-DESCRIPTOR.message_types_by_name['GetJobRequest'] = _GETJOBREQUEST
-DESCRIPTOR.message_types_by_name['GetJobResponse'] = _GETJOBRESPONSE
-DESCRIPTOR.message_types_by_name['Job'] = _JOB
-DESCRIPTOR.message_types_by_name['DatasetSource'] = _DATASETSOURCE
-DESCRIPTOR.enum_types_by_name['FeastServingType'] = _FEASTSERVINGTYPE
-DESCRIPTOR.enum_types_by_name['JobType'] = _JOBTYPE
-DESCRIPTOR.enum_types_by_name['JobStatus'] = _JOBSTATUS
-DESCRIPTOR.enum_types_by_name['DataFormat'] = _DATAFORMAT
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-GetFeastServingInfoRequest = _reflection.GeneratedProtocolMessageType('GetFeastServingInfoRequest', (_message.Message,), {
-  'DESCRIPTOR' : _GETFEASTSERVINGINFOREQUEST,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetFeastServingInfoRequest)
-  })
-_sym_db.RegisterMessage(GetFeastServingInfoRequest)
-
-GetFeastServingInfoResponse = _reflection.GeneratedProtocolMessageType('GetFeastServingInfoResponse', (_message.Message,), {
-  'DESCRIPTOR' : _GETFEASTSERVINGINFORESPONSE,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetFeastServingInfoResponse)
-  })
-_sym_db.RegisterMessage(GetFeastServingInfoResponse)
-
-FeatureSetRequest = _reflection.GeneratedProtocolMessageType('FeatureSetRequest', (_message.Message,), {
-  'DESCRIPTOR' : _FEATURESETREQUEST,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.FeatureSetRequest)
-  })
-_sym_db.RegisterMessage(FeatureSetRequest)
-
-GetOnlineFeaturesRequest = _reflection.GeneratedProtocolMessageType('GetOnlineFeaturesRequest', (_message.Message,), {
-
-  'EntityRow' : _reflection.GeneratedProtocolMessageType('EntityRow', (_message.Message,), {
-
-    'FieldsEntry' : _reflection.GeneratedProtocolMessageType('FieldsEntry', (_message.Message,), {
-      'DESCRIPTOR' : _GETONLINEFEATURESREQUEST_ENTITYROW_FIELDSENTRY,
-      '__module__' : 'feast.serving.ServingService_pb2'
-      # @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesRequest.EntityRow.FieldsEntry)
-      })
-    ,
-    'DESCRIPTOR' : _GETONLINEFEATURESREQUEST_ENTITYROW,
-    '__module__' : 'feast.serving.ServingService_pb2'
-    # @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesRequest.EntityRow)
-    })
-  ,
-  'DESCRIPTOR' : _GETONLINEFEATURESREQUEST,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesRequest)
-  })
-_sym_db.RegisterMessage(GetOnlineFeaturesRequest)
-_sym_db.RegisterMessage(GetOnlineFeaturesRequest.EntityRow)
-_sym_db.RegisterMessage(GetOnlineFeaturesRequest.EntityRow.FieldsEntry)
-
-GetBatchFeaturesRequest = _reflection.GeneratedProtocolMessageType('GetBatchFeaturesRequest', (_message.Message,), {
-  'DESCRIPTOR' : _GETBATCHFEATURESREQUEST,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetBatchFeaturesRequest)
-  })
-_sym_db.RegisterMessage(GetBatchFeaturesRequest)
-
-GetOnlineFeaturesResponse = _reflection.GeneratedProtocolMessageType('GetOnlineFeaturesResponse', (_message.Message,), {
-
-  'FieldValues' : _reflection.GeneratedProtocolMessageType('FieldValues', (_message.Message,), {
-
-    'FieldsEntry' : _reflection.GeneratedProtocolMessageType('FieldsEntry', (_message.Message,), {
-      'DESCRIPTOR' : _GETONLINEFEATURESRESPONSE_FIELDVALUES_FIELDSENTRY,
-      '__module__' : 'feast.serving.ServingService_pb2'
-      # @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesResponse.FieldValues.FieldsEntry)
-      })
-    ,
-    'DESCRIPTOR' : _GETONLINEFEATURESRESPONSE_FIELDVALUES,
-    '__module__' : 'feast.serving.ServingService_pb2'
-    # @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesResponse.FieldValues)
-    })
-  ,
-  'DESCRIPTOR' : _GETONLINEFEATURESRESPONSE,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesResponse)
-  })
-_sym_db.RegisterMessage(GetOnlineFeaturesResponse)
-_sym_db.RegisterMessage(GetOnlineFeaturesResponse.FieldValues)
-_sym_db.RegisterMessage(GetOnlineFeaturesResponse.FieldValues.FieldsEntry)
-
-GetBatchFeaturesResponse = _reflection.GeneratedProtocolMessageType('GetBatchFeaturesResponse', (_message.Message,), {
-  'DESCRIPTOR' : _GETBATCHFEATURESRESPONSE,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetBatchFeaturesResponse)
-  })
-_sym_db.RegisterMessage(GetBatchFeaturesResponse)
-
-GetJobRequest = _reflection.GeneratedProtocolMessageType('GetJobRequest', (_message.Message,), {
-  'DESCRIPTOR' : _GETJOBREQUEST,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetJobRequest)
-  })
-_sym_db.RegisterMessage(GetJobRequest)
-
-GetJobResponse = _reflection.GeneratedProtocolMessageType('GetJobResponse', (_message.Message,), {
-  'DESCRIPTOR' : _GETJOBRESPONSE,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.GetJobResponse)
-  })
-_sym_db.RegisterMessage(GetJobResponse)
-
-Job = _reflection.GeneratedProtocolMessageType('Job', (_message.Message,), {
-  'DESCRIPTOR' : _JOB,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.Job)
-  })
-_sym_db.RegisterMessage(Job)
-
-DatasetSource = _reflection.GeneratedProtocolMessageType('DatasetSource', (_message.Message,), {
-
-  'FileSource' : _reflection.GeneratedProtocolMessageType('FileSource', (_message.Message,), {
-    'DESCRIPTOR' : _DATASETSOURCE_FILESOURCE,
-    '__module__' : 'feast.serving.ServingService_pb2'
-    # @@protoc_insertion_point(class_scope:feast.serving.DatasetSource.FileSource)
-    })
-  ,
-  'DESCRIPTOR' : _DATASETSOURCE,
-  '__module__' : 'feast.serving.ServingService_pb2'
-  # @@protoc_insertion_point(class_scope:feast.serving.DatasetSource)
-  })
-_sym_db.RegisterMessage(DatasetSource)
-_sym_db.RegisterMessage(DatasetSource.FileSource)
-
-
-DESCRIPTOR._options = None
-_GETONLINEFEATURESREQUEST_ENTITYROW_FIELDSENTRY._options = None
-_GETONLINEFEATURESRESPONSE_FIELDVALUES_FIELDSENTRY._options = None
-
-_SERVINGSERVICE = _descriptor.ServiceDescriptor(
-  name='ServingService',
-  full_name='feast.serving.ServingService',
-  file=DESCRIPTOR,
-  index=0,
-  serialized_options=None,
-  serialized_start=2094,
-  serialized_end=2496,
-  methods=[
-  _descriptor.MethodDescriptor(
-    name='GetFeastServingInfo',
-    full_name='feast.serving.ServingService.GetFeastServingInfo',
-    index=0,
-    containing_service=None,
-    input_type=_GETFEASTSERVINGINFOREQUEST,
-    output_type=_GETFEASTSERVINGINFORESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='GetOnlineFeatures',
-    full_name='feast.serving.ServingService.GetOnlineFeatures',
-    index=1,
-    containing_service=None,
-    input_type=_GETONLINEFEATURESREQUEST,
-    output_type=_GETONLINEFEATURESRESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='GetBatchFeatures',
-    full_name='feast.serving.ServingService.GetBatchFeatures',
-    index=2,
-    containing_service=None,
-    input_type=_GETBATCHFEATURESREQUEST,
-    output_type=_GETBATCHFEATURESRESPONSE,
-    serialized_options=None,
-  ),
-  _descriptor.MethodDescriptor(
-    name='GetJob',
-    full_name='feast.serving.ServingService.GetJob',
-    index=3,
-    containing_service=None,
-    input_type=_GETJOBREQUEST,
-    output_type=_GETJOBRESPONSE,
-    serialized_options=None,
-  ),
-])
-_sym_db.RegisterServiceDescriptor(_SERVINGSERVICE)
-
-DESCRIPTOR.services_by_name['ServingService'] = _SERVINGSERVICE
-
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/serving/ServingService_pb2_grpc.html b/sdk/python/docs/html/_modules/feast/serving/ServingService_pb2_grpc.html deleted file mode 100644 index 67a43a2860..0000000000 --- a/sdk/python/docs/html/_modules/feast/serving/ServingService_pb2_grpc.html +++ /dev/null @@ -1,293 +0,0 @@ - - - - - - - - - - - feast.serving.ServingService_pb2_grpc — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
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- - - - - - - - - - - - - - - - - -
- -
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  • Docs »
  • - -
  • Module code »
  • - -
  • feast.serving.ServingService_pb2_grpc
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  • - -
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-
-
-
- -

Source code for feast.serving.ServingService_pb2_grpc

-# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
-import grpc
-
-from feast.serving import ServingService_pb2 as feast_dot_serving_dot_ServingService__pb2
-
-
-
[docs]class ServingServiceStub(object): - # missing associated documentation comment in .proto file - pass - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.GetFeastServingInfo = channel.unary_unary( - '/feast.serving.ServingService/GetFeastServingInfo', - request_serializer=feast_dot_serving_dot_ServingService__pb2.GetFeastServingInfoRequest.SerializeToString, - response_deserializer=feast_dot_serving_dot_ServingService__pb2.GetFeastServingInfoResponse.FromString, - ) - self.GetOnlineFeatures = channel.unary_unary( - '/feast.serving.ServingService/GetOnlineFeatures', - request_serializer=feast_dot_serving_dot_ServingService__pb2.GetOnlineFeaturesRequest.SerializeToString, - response_deserializer=feast_dot_serving_dot_ServingService__pb2.GetOnlineFeaturesResponse.FromString, - ) - self.GetBatchFeatures = channel.unary_unary( - '/feast.serving.ServingService/GetBatchFeatures', - request_serializer=feast_dot_serving_dot_ServingService__pb2.GetBatchFeaturesRequest.SerializeToString, - response_deserializer=feast_dot_serving_dot_ServingService__pb2.GetBatchFeaturesResponse.FromString, - ) - self.GetJob = channel.unary_unary( - '/feast.serving.ServingService/GetJob', - request_serializer=feast_dot_serving_dot_ServingService__pb2.GetJobRequest.SerializeToString, - response_deserializer=feast_dot_serving_dot_ServingService__pb2.GetJobResponse.FromString, - )
- - -
[docs]class ServingServiceServicer(object): - # missing associated documentation comment in .proto file - pass - -
[docs] def GetFeastServingInfo(self, request, context): - """Get information about this Feast serving. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def GetOnlineFeatures(self, request, context): - """Get online features synchronously. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def GetBatchFeatures(self, request, context): - """Get batch features asynchronously. - - The client should check the status of the returned job periodically by - calling ReloadJob to determine if the job has completed successfully - or with an error. If the job completes successfully i.e. - status = JOB_STATUS_DONE with no error, then the client can check - the file_uris for the location to download feature values data. - The client is assumed to have access to these file URIs. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- -
[docs] def GetJob(self, request, context): - """Get the latest job status for batch feature retrieval. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!')
- - -
[docs]def add_ServingServiceServicer_to_server(servicer, server): - rpc_method_handlers = { - 'GetFeastServingInfo': grpc.unary_unary_rpc_method_handler( - servicer.GetFeastServingInfo, - request_deserializer=feast_dot_serving_dot_ServingService__pb2.GetFeastServingInfoRequest.FromString, - response_serializer=feast_dot_serving_dot_ServingService__pb2.GetFeastServingInfoResponse.SerializeToString, - ), - 'GetOnlineFeatures': grpc.unary_unary_rpc_method_handler( - servicer.GetOnlineFeatures, - request_deserializer=feast_dot_serving_dot_ServingService__pb2.GetOnlineFeaturesRequest.FromString, - response_serializer=feast_dot_serving_dot_ServingService__pb2.GetOnlineFeaturesResponse.SerializeToString, - ), - 'GetBatchFeatures': grpc.unary_unary_rpc_method_handler( - servicer.GetBatchFeatures, - request_deserializer=feast_dot_serving_dot_ServingService__pb2.GetBatchFeaturesRequest.FromString, - response_serializer=feast_dot_serving_dot_ServingService__pb2.GetBatchFeaturesResponse.SerializeToString, - ), - 'GetJob': grpc.unary_unary_rpc_method_handler( - servicer.GetJob, - request_deserializer=feast_dot_serving_dot_ServingService__pb2.GetJobRequest.FromString, - response_serializer=feast_dot_serving_dot_ServingService__pb2.GetJobResponse.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'feast.serving.ServingService', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,))
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/source.html b/sdk/python/docs/html/_modules/feast/source.html deleted file mode 100644 index 1bbce0347a..0000000000 --- a/sdk/python/docs/html/_modules/feast/source.html +++ /dev/null @@ -1,312 +0,0 @@ - - - - - - - - - - - feast.source — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.source

-# Copyright 2019 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.
-from feast.core.Source_pb2 import (
-    Source as SourceProto,
-    KafkaSourceConfig as KafkaSourceConfigProto,
-    SourceType as SourceTypeProto,
-)
-
-
-
[docs]class Source: - """ - Source is the top level class that represents a data source for finding - feature data. Source must be extended with specific implementations to - be useful - """ - - def __eq__(self, other): - return True - - @property - def source_type(self) -> str: - """ - The type of source. If not implemented, this will return "None" - """ - return "None" - -
[docs] def to_proto(self): - """ - Converts this source object to its protobuf representation. - """ - return None
- -
[docs] @classmethod - def from_proto(cls, source_proto: SourceProto): - """ - Creates a source from a protobuf representation. This will instantiate - and return a specific source type, depending on the protobuf that is - passed in. - - Args: - source_proto: SourceProto python object - - Returns: - Source object - """ - if source_proto.type == SourceTypeProto.KAFKA: - return KafkaSource( - brokers=source_proto.kafka_source_config.bootstrap_servers, - topic=source_proto.kafka_source_config.topic, - ) - - return cls()
- - -
[docs]class KafkaSource(Source): - """ - Kafka feature set source type. - """ - - def __init__(self, brokers: str = "", topic: str = ""): - """ - - Args: - brokers: Comma separated list of Kafka brokers/bootstrap server - addresses, for example: my-host:9092,other-host:9092 - topic: Kafka topic to find feature rows for this feature set - """ - self._source_type = "Kafka" - self._brokers = brokers - self._topic = topic - - def __eq__(self, other): - if ( - self.brokers != other.brokers - or self.topic != other.topic - or self.source_type != other.source_type - ): - return False - return True - - @property - def brokers(self) -> str: - """ - Returns the list of broker addresses for this Kafka source - """ - return self._brokers - - @property - def topic(self) -> str: - """ - Returns the topic for this feature set - """ - return self._topic - - @property - def source_type(self) -> str: - """ - Returns the type of source. For a Kafka source this will always return - "kafka" - """ - return self._source_type - -
[docs] def to_proto(self) -> SourceProto: - """ - Converts this Source into its protobuf representation - """ - return SourceProto( - type=SourceTypeProto.KAFKA, - kafka_source_config=KafkaSourceConfigProto( - bootstrap_servers=self.brokers, topic=self.topic - ), - )
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/storage/Redis_pb2.html b/sdk/python/docs/html/_modules/feast/storage/Redis_pb2.html deleted file mode 100644 index 0a99b0ddf7..0000000000 --- a/sdk/python/docs/html/_modules/feast/storage/Redis_pb2.html +++ /dev/null @@ -1,270 +0,0 @@ - - - - - - - - - - - feast.storage.Redis_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
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Source code for feast.storage.Redis_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/storage/Redis.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from feast.types import Field_pb2 as feast_dot_types_dot_Field__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/storage/Redis.proto',
-  package='feast.storage',
-  syntax='proto3',
-  serialized_options=_b('\n\rfeast.storageB\nRedisProtoZ2github.com/gojek/feast/sdk/go/protos/feast/storage'),
-  serialized_pb=_b('\n\x19\x66\x65\x61st/storage/Redis.proto\x12\rfeast.storage\x1a\x17\x66\x65\x61st/types/Field.proto\"E\n\x08RedisKey\x12\x13\n\x0b\x66\x65\x61ture_set\x18\x02 \x01(\t\x12$\n\x08\x65ntities\x18\x03 \x03(\x0b\x32\x12.feast.types.FieldBO\n\rfeast.storageB\nRedisProtoZ2github.com/gojek/feast/sdk/go/protos/feast/storageb\x06proto3')
-  ,
-  dependencies=[feast_dot_types_dot_Field__pb2.DESCRIPTOR,])
-
-
-
-
-_REDISKEY = _descriptor.Descriptor(
-  name='RedisKey',
-  full_name='feast.storage.RedisKey',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='feature_set', full_name='feast.storage.RedisKey.feature_set', index=0,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='entities', full_name='feast.storage.RedisKey.entities', index=1,
-      number=3, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=69,
-  serialized_end=138,
-)
-
-_REDISKEY.fields_by_name['entities'].message_type = feast_dot_types_dot_Field__pb2._FIELD
-DESCRIPTOR.message_types_by_name['RedisKey'] = _REDISKEY
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-RedisKey = _reflection.GeneratedProtocolMessageType('RedisKey', (_message.Message,), {
-  'DESCRIPTOR' : _REDISKEY,
-  '__module__' : 'feast.storage.Redis_pb2'
-  # @@protoc_insertion_point(class_scope:feast.storage.RedisKey)
-  })
-_sym_db.RegisterMessage(RedisKey)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/type_map.html b/sdk/python/docs/html/_modules/feast/type_map.html deleted file mode 100644 index 8878d02e9f..0000000000 --- a/sdk/python/docs/html/_modules/feast/type_map.html +++ /dev/null @@ -1,535 +0,0 @@ - - - - - - - - - - - feast.type_map — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for feast.type_map

-# Copyright 2019 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 numpy as np
-import pandas as pd
-from datetime import datetime, timezone
-from feast.value_type import ValueType
-from feast.types.Value_pb2 import (
-    Value as ProtoValue,
-    Int64List,
-    Int32List,
-    BoolList,
-    BytesList,
-    DoubleList,
-    StringList,
-    FloatList,
-)
-from feast.types import FeatureRow_pb2 as FeatureRowProto, Field_pb2 as FieldProto
-from google.protobuf.timestamp_pb2 import Timestamp
-from feast.constants import DATETIME_COLUMN
-
-
-
[docs]def python_type_to_feast_value_type( - name: str, value, recurse: bool = True -) -> ValueType: - """ - Finds the equivalent Feast Value Type for a Python value. Both native - and Pandas types are supported. This function will recursively look - for nested types when arrays are detected. All types must be homogenous. - - Args: - name: Name of the value or field - value: Value that will be inspected - recurse: Whether to recursively look for nested types in arrays - - Returns: - Feast Value Type - """ - - type_name = type(value).__name__ - - type_map = { - "int": ValueType.INT64, - "str": ValueType.STRING, - "float": ValueType.DOUBLE, - "bytes": ValueType.BYTES, - "float64": ValueType.DOUBLE, - "float32": ValueType.FLOAT, - "int64": ValueType.INT64, - "uint64": ValueType.INT64, - "int32": ValueType.INT32, - "uint32": ValueType.INT32, - "uint8": ValueType.INT32, - "int8": ValueType.INT32, - "bool": ValueType.BOOL, - "timedelta": ValueType.INT64, - "datetime64[ns]": ValueType.INT64, - "datetime64[ns, tz]": ValueType.INT64, - "category": ValueType.STRING, - } - - if type_name in type_map: - return type_map[type_name] - - if type_name == "ndarray": - if recurse: - - # Convert to list type - list_items = pd.core.series.Series(value) - - # This is the final type which we infer from the list - common_item_value_type = None - for item in list_items: - # Get the type from the current item, only one level deep - current_item_value_type = python_type_to_feast_value_type( - name=name, value=item, recurse=False - ) - # Validate whether the type stays consistent - if ( - common_item_value_type - and not common_item_value_type == current_item_value_type - ): - raise ValueError( - f"List value type for field {name} is inconsistent. " - f"{common_item_value_type} different from " - f"{current_item_value_type}." - ) - common_item_value_type = current_item_value_type - if common_item_value_type is None: - raise ValueError( - f"field {name} cannot have null values for type inference." - ) - return ValueType[common_item_value_type.name + "_LIST"] - else: - raise ValueError( - f"Value type for field {name} is {value.dtype.__str__()} " - f"but recursion is not allowed. Array types can only be one " - f"level deep." - ) - - return type_map[value.dtype.__str__()]
- - -
[docs]def convert_df_to_feature_rows(dataframe: pd.DataFrame, feature_set): - """ - Returns a function that converts a Pandas Series to a Feast FeatureRow - for a given Feature Set and Pandas Dataframe - - Args: - dataframe: Dataframe that will be converted - feature_set: Feature set used as schema for conversion - - Returns: - Function that will do conversion - """ - - def convert_series_to_proto_values(row: pd.Series): - """ - Converts a Pandas Series to a Feast FeatureRow - - Args: - row: pd.Series The row that should be converted - - Returns: - Feast FeatureRow - """ - - feature_row = FeatureRowProto.FeatureRow( - event_timestamp=_pd_datetime_to_timestamp_proto( - dataframe[DATETIME_COLUMN].dtype, row[DATETIME_COLUMN] - ), - feature_set=feature_set.name + ":" + str(feature_set.version), - ) - - for field_name, field in feature_set.fields.items(): - feature_row.fields.extend( - [ - FieldProto.Field( - name=field.name, - value=_python_value_to_proto_value( - field.dtype, row[field.name] - ), - ) - ] - ) - return feature_row - - return convert_series_to_proto_values
- - -
[docs]def convert_dict_to_proto_values( - row: dict, df_datetime_dtype: pd.DataFrame.dtypes, feature_set -) -> FeatureRowProto.FeatureRow: - """ - Encode a dictionary describing a feature row into a FeatureRows object. - - Args: - row: Dictionary describing a feature row. - df_datetime_dtype: Pandas dtype of datetime column. - feature_set: Feature set describing feature row. - - Returns: - FeatureRow - """ - - feature_row = FeatureRowProto.FeatureRow( - event_timestamp=_pd_datetime_to_timestamp_proto( - df_datetime_dtype, row[DATETIME_COLUMN] - ), - feature_set=feature_set.name + ":" + str(feature_set.version), - ) - - for field_name, field in feature_set.fields.items(): - feature_row.fields.extend( - [ - FieldProto.Field( - name=field.name, - value=_python_value_to_proto_value(field.dtype, row[field.name]), - ) - ] - ) - return feature_row
- - -def _pd_datetime_to_timestamp_proto(dtype, value) -> Timestamp: - """ - Converts a Pandas datetime to a Timestamp Proto - - Args: - dtype: Pandas datatype - value: Value of datetime - - Returns: - Timestamp protobuf value - """ - - if type(value) in [np.float64, np.float32, np.int32, np.int64]: - return Timestamp(seconds=int(value)) - if dtype.__str__() == "datetime64[ns]": - # If timestamp does not contain timezone, we assume it is of local - # timezone and adjust it to UTC - local_timezone = datetime.now(timezone.utc).astimezone().tzinfo - value = value.tz_localize(local_timezone).tz_convert("UTC").tz_localize(None) - return Timestamp(seconds=int(value.timestamp())) - if dtype.__str__() == "datetime64[ns, UTC]": - return Timestamp(seconds=int(value.timestamp())) - else: - return Timestamp(seconds=np.datetime64(value).astype("int64") // 1000000) - - -def _type_err(item, dtype): - raise ValueError(f'Value "{item}" is of type {type(item)} not of type {dtype}') - - -def _python_value_to_proto_value(feast_value_type, value) -> ProtoValue: - """ - Converts a Python (native, pandas) value to a Feast Proto Value based - on a provided value type - - Args: - feast_value_type: The target value type - value: Value that will be converted - - Returns: - Feast Value Proto - """ - - # Detect list type and handle separately - if "list" in feast_value_type.name.lower(): - - if feast_value_type == ValueType.FLOAT_LIST: - return ProtoValue( - float_list_val=FloatList( - val=[ - item - if type(item) in [np.float32, np.float64] - else _type_err(item, np.float32) - for item in value - ] - ) - ) - - if feast_value_type == ValueType.DOUBLE_LIST: - return ProtoValue( - double_list_val=DoubleList( - val=[ - item - if type(item) in [np.float64, np.float32] - else _type_err(item, np.float64) - for item in value - ] - ) - ) - - if feast_value_type == ValueType.INT32_LIST: - return ProtoValue( - int32_list_val=Int32List( - val=[ - item if type(item) is np.int32 else _type_err(item, np.int32) - for item in value - ] - ) - ) - - if feast_value_type == ValueType.INT64_LIST: - return ProtoValue( - int64_list_val=Int64List( - val=[ - item - if type(item) in [np.int64, np.int32] - else _type_err(item, np.int64) - for item in value - ] - ) - ) - - if feast_value_type == ValueType.STRING_LIST: - return ProtoValue( - string_list_val=StringList( - val=[ - item - if type(item) in [np.str_, str] - else _type_err(item, np.str_) - for item in value - ] - ) - ) - - if feast_value_type == ValueType.BOOL_LIST: - return ProtoValue( - bool_list_val=BoolList( - val=[ - item - if type(item) in [np.bool_, bool] - else _type_err(item, np.bool_) - for item in value - ] - ) - ) - - if feast_value_type == ValueType.BYTES_LIST: - return ProtoValue( - bytes_list_val=BytesList( - val=[ - item - if type(item) in [np.bytes_, bytes] - else _type_err(item, np.bytes_) - for item in value - ] - ) - ) - - # Handle scalar types below - else: - if pd.isnull(value): - return ProtoValue() - elif feast_value_type == ValueType.INT32: - return ProtoValue(int32_val=int(value)) - elif feast_value_type == ValueType.INT64: - return ProtoValue(int64_val=int(value)) - elif feast_value_type == ValueType.FLOAT: - return ProtoValue(float_val=float(value)) - elif feast_value_type == ValueType.DOUBLE: - assert type(value) is float or np.float64 - return ProtoValue(double_val=value) - elif feast_value_type == ValueType.STRING: - return ProtoValue(string_val=str(value)) - elif feast_value_type == ValueType.BYTES: - assert type(value) is bytes - return ProtoValue(bytes_val=value) - elif feast_value_type == ValueType.BOOL: - assert type(value) is bool - return ProtoValue(bool_val=value) - - raise Exception(f"Unsupported data type: ${str(type(value))}") -
- -
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/types/FeatureRowExtended_pb2.html b/sdk/python/docs/html/_modules/feast/types/FeatureRowExtended_pb2.html deleted file mode 100644 index b9d38fce14..0000000000 --- a/sdk/python/docs/html/_modules/feast/types/FeatureRowExtended_pb2.html +++ /dev/null @@ -1,387 +0,0 @@ - - - - - - - - - - - feast.types.FeatureRowExtended_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- -
    - -
  • Docs »
  • - -
  • Module code »
  • - -
  • feast.types.FeatureRowExtended_pb2
  • - - -
  • - -
  • - -
- - -
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-
-
- -

Source code for feast.types.FeatureRowExtended_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/types/FeatureRowExtended.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from google.protobuf import timestamp_pb2 as google_dot_protobuf_dot_timestamp__pb2
-from feast.types import FeatureRow_pb2 as feast_dot_types_dot_FeatureRow__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/types/FeatureRowExtended.proto',
-  package='feast.types',
-  syntax='proto3',
-  serialized_options=_b('\n\013feast.typesB\027FeatureRowExtendedProtoZ0github.com/gojek/feast/sdk/go/protos/feast/types'),
-  serialized_pb=_b('\n$feast/types/FeatureRowExtended.proto\x12\x0b\x66\x65\x61st.types\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1c\x66\x65\x61st/types/FeatureRow.proto\"O\n\x05\x45rror\x12\r\n\x05\x63\x61use\x18\x01 \x01(\t\x12\x11\n\ttransform\x18\x02 \x01(\t\x12\x0f\n\x07message\x18\x03 \x01(\t\x12\x13\n\x0bstack_trace\x18\x04 \x01(\t\">\n\x07\x41ttempt\x12\x10\n\x08\x61ttempts\x18\x01 \x01(\x05\x12!\n\x05\x65rror\x18\x02 \x01(\x0b\x32\x12.feast.types.Error\"\x96\x01\n\x12\x46\x65\x61tureRowExtended\x12$\n\x03row\x18\x01 \x01(\x0b\x32\x17.feast.types.FeatureRow\x12*\n\x0clast_attempt\x18\x02 \x01(\x0b\x32\x14.feast.types.Attempt\x12.\n\nfirst_seen\x18\x03 \x01(\x0b\x32\x1a.google.protobuf.TimestampBX\n\x0b\x66\x65\x61st.typesB\x17\x46\x65\x61tureRowExtendedProtoZ0github.com/gojek/feast/sdk/go/protos/feast/typesb\x06proto3')
-  ,
-  dependencies=[google_dot_protobuf_dot_timestamp__pb2.DESCRIPTOR,feast_dot_types_dot_FeatureRow__pb2.DESCRIPTOR,])
-
-
-
-
-_ERROR = _descriptor.Descriptor(
-  name='Error',
-  full_name='feast.types.Error',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='cause', full_name='feast.types.Error.cause', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='transform', full_name='feast.types.Error.transform', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='message', full_name='feast.types.Error.message', index=2,
-      number=3, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='stack_trace', full_name='feast.types.Error.stack_trace', index=3,
-      number=4, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=116,
-  serialized_end=195,
-)
-
-
-_ATTEMPT = _descriptor.Descriptor(
-  name='Attempt',
-  full_name='feast.types.Attempt',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='attempts', full_name='feast.types.Attempt.attempts', index=0,
-      number=1, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='error', full_name='feast.types.Attempt.error', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=197,
-  serialized_end=259,
-)
-
-
-_FEATUREROWEXTENDED = _descriptor.Descriptor(
-  name='FeatureRowExtended',
-  full_name='feast.types.FeatureRowExtended',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='row', full_name='feast.types.FeatureRowExtended.row', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='last_attempt', full_name='feast.types.FeatureRowExtended.last_attempt', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='first_seen', full_name='feast.types.FeatureRowExtended.first_seen', index=2,
-      number=3, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=262,
-  serialized_end=412,
-)
-
-_ATTEMPT.fields_by_name['error'].message_type = _ERROR
-_FEATUREROWEXTENDED.fields_by_name['row'].message_type = feast_dot_types_dot_FeatureRow__pb2._FEATUREROW
-_FEATUREROWEXTENDED.fields_by_name['last_attempt'].message_type = _ATTEMPT
-_FEATUREROWEXTENDED.fields_by_name['first_seen'].message_type = google_dot_protobuf_dot_timestamp__pb2._TIMESTAMP
-DESCRIPTOR.message_types_by_name['Error'] = _ERROR
-DESCRIPTOR.message_types_by_name['Attempt'] = _ATTEMPT
-DESCRIPTOR.message_types_by_name['FeatureRowExtended'] = _FEATUREROWEXTENDED
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-Error = _reflection.GeneratedProtocolMessageType('Error', (_message.Message,), {
-  'DESCRIPTOR' : _ERROR,
-  '__module__' : 'feast.types.FeatureRowExtended_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.Error)
-  })
-_sym_db.RegisterMessage(Error)
-
-Attempt = _reflection.GeneratedProtocolMessageType('Attempt', (_message.Message,), {
-  'DESCRIPTOR' : _ATTEMPT,
-  '__module__' : 'feast.types.FeatureRowExtended_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.Attempt)
-  })
-_sym_db.RegisterMessage(Attempt)
-
-FeatureRowExtended = _reflection.GeneratedProtocolMessageType('FeatureRowExtended', (_message.Message,), {
-  'DESCRIPTOR' : _FEATUREROWEXTENDED,
-  '__module__' : 'feast.types.FeatureRowExtended_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.FeatureRowExtended)
-  })
-_sym_db.RegisterMessage(FeatureRowExtended)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/types/FeatureRow_pb2.html b/sdk/python/docs/html/_modules/feast/types/FeatureRow_pb2.html deleted file mode 100644 index 00a62fbfb8..0000000000 --- a/sdk/python/docs/html/_modules/feast/types/FeatureRow_pb2.html +++ /dev/null @@ -1,279 +0,0 @@ - - - - - - - - - - - feast.types.FeatureRow_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- -
    - -
  • Docs »
  • - -
  • Module code »
  • - -
  • feast.types.FeatureRow_pb2
  • - - -
  • - -
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-
- -

Source code for feast.types.FeatureRow_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/types/FeatureRow.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from google.protobuf import timestamp_pb2 as google_dot_protobuf_dot_timestamp__pb2
-from feast.types import Field_pb2 as feast_dot_types_dot_Field__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/types/FeatureRow.proto',
-  package='feast.types',
-  syntax='proto3',
-  serialized_options=_b('\n\013feast.typesB\017FeatureRowProtoZ0github.com/gojek/feast/sdk/go/protos/feast/types'),
-  serialized_pb=_b('\n\x1c\x66\x65\x61st/types/FeatureRow.proto\x12\x0b\x66\x65\x61st.types\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x17\x66\x65\x61st/types/Field.proto\"z\n\nFeatureRow\x12\"\n\x06\x66ields\x18\x02 \x03(\x0b\x32\x12.feast.types.Field\x12\x33\n\x0f\x65vent_timestamp\x18\x03 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12\x13\n\x0b\x66\x65\x61ture_set\x18\x06 \x01(\tBP\n\x0b\x66\x65\x61st.typesB\x0f\x46\x65\x61tureRowProtoZ0github.com/gojek/feast/sdk/go/protos/feast/typesb\x06proto3')
-  ,
-  dependencies=[google_dot_protobuf_dot_timestamp__pb2.DESCRIPTOR,feast_dot_types_dot_Field__pb2.DESCRIPTOR,])
-
-
-
-
-_FEATUREROW = _descriptor.Descriptor(
-  name='FeatureRow',
-  full_name='feast.types.FeatureRow',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='fields', full_name='feast.types.FeatureRow.fields', index=0,
-      number=2, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='event_timestamp', full_name='feast.types.FeatureRow.event_timestamp', index=1,
-      number=3, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='feature_set', full_name='feast.types.FeatureRow.feature_set', index=2,
-      number=6, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=103,
-  serialized_end=225,
-)
-
-_FEATUREROW.fields_by_name['fields'].message_type = feast_dot_types_dot_Field__pb2._FIELD
-_FEATUREROW.fields_by_name['event_timestamp'].message_type = google_dot_protobuf_dot_timestamp__pb2._TIMESTAMP
-DESCRIPTOR.message_types_by_name['FeatureRow'] = _FEATUREROW
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-FeatureRow = _reflection.GeneratedProtocolMessageType('FeatureRow', (_message.Message,), {
-  'DESCRIPTOR' : _FEATUREROW,
-  '__module__' : 'feast.types.FeatureRow_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.FeatureRow)
-  })
-_sym_db.RegisterMessage(FeatureRow)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/types/Feature_pb2.html b/sdk/python/docs/html/_modules/feast/types/Feature_pb2.html deleted file mode 100644 index c6447c0a0d..0000000000 --- a/sdk/python/docs/html/_modules/feast/types/Feature_pb2.html +++ /dev/null @@ -1,297 +0,0 @@ - - - - - - - - - - - feast.types.Feature_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.types.Feature_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/types/Feature.proto
-
-import sys
-
-_b = sys.version_info[0] < 3 and (lambda x: x) or (lambda x: x.encode("latin1"))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from feast.types import Value_pb2 as feast_dot_types_dot_Value__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-    name="feast/types/Feature.proto",
-    package="feast.types",
-    syntax="proto3",
-    serialized_options=_b(
-        "\n\013feast.typesB\014FeatureProtoZ6github.com/gojek/feast/protos/generated/go/feast/types"
-    ),
-    serialized_pb=_b(
-        '\n\x19\x66\x65\x61st/types/Feature.proto\x12\x0b\x66\x65\x61st.types\x1a\x17\x66\x65\x61st/types/Value.proto":\n\x07\x46\x65\x61ture\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.feast.types.Value\x12\x0c\n\x04name\x18\x03 \x01(\tBS\n\x0b\x66\x65\x61st.typesB\x0c\x46\x65\x61tureProtoZ6github.com/gojek/feast/protos/generated/go/feast/typesb\x06proto3'
-    ),
-    dependencies=[feast_dot_types_dot_Value__pb2.DESCRIPTOR],
-)
-
-
-_FEATURE = _descriptor.Descriptor(
-    name="Feature",
-    full_name="feast.types.Feature",
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name="value",
-            full_name="feast.types.Feature.value",
-            index=0,
-            number=2,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR,
-        ),
-        _descriptor.FieldDescriptor(
-            name="name",
-            full_name="feast.types.Feature.name",
-            index=1,
-            number=3,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=False,
-            default_value=_b("").decode("utf-8"),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR,
-        ),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax="proto3",
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=67,
-    serialized_end=125,
-)
-
-_FEATURE.fields_by_name["value"].message_type = feast_dot_types_dot_Value__pb2._VALUE
-DESCRIPTOR.message_types_by_name["Feature"] = _FEATURE
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-Feature = _reflection.GeneratedProtocolMessageType(
-    "Feature",
-    (_message.Message,),
-    {
-        "DESCRIPTOR": _FEATURE,
-        "__module__": "feast.types.Feature_pb2"
-        # @@protoc_insertion_point(class_scope:feast.types.Feature)
-    },
-)
-_sym_db.RegisterMessage(Feature)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/types/Field_pb2.html b/sdk/python/docs/html/_modules/feast/types/Field_pb2.html deleted file mode 100644 index e430e5d520..0000000000 --- a/sdk/python/docs/html/_modules/feast/types/Field_pb2.html +++ /dev/null @@ -1,270 +0,0 @@ - - - - - - - - - - - feast.types.Field_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.types.Field_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/types/Field.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from feast.types import Value_pb2 as feast_dot_types_dot_Value__pb2
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/types/Field.proto',
-  package='feast.types',
-  syntax='proto3',
-  serialized_options=_b('\n\013feast.typesB\nFieldProtoZ0github.com/gojek/feast/sdk/go/protos/feast/types'),
-  serialized_pb=_b('\n\x17\x66\x65\x61st/types/Field.proto\x12\x0b\x66\x65\x61st.types\x1a\x17\x66\x65\x61st/types/Value.proto\"8\n\x05\x46ield\x12\x0c\n\x04name\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.feast.types.ValueBK\n\x0b\x66\x65\x61st.typesB\nFieldProtoZ0github.com/gojek/feast/sdk/go/protos/feast/typesb\x06proto3')
-  ,
-  dependencies=[feast_dot_types_dot_Value__pb2.DESCRIPTOR,])
-
-
-
-
-_FIELD = _descriptor.Descriptor(
-  name='Field',
-  full_name='feast.types.Field',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='feast.types.Field.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='value', full_name='feast.types.Field.value', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=65,
-  serialized_end=121,
-)
-
-_FIELD.fields_by_name['value'].message_type = feast_dot_types_dot_Value__pb2._VALUE
-DESCRIPTOR.message_types_by_name['Field'] = _FIELD
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-Field = _reflection.GeneratedProtocolMessageType('Field', (_message.Message,), {
-  'DESCRIPTOR' : _FIELD,
-  '__module__' : 'feast.types.Field_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.Field)
-  })
-_sym_db.RegisterMessage(Field)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/types/Value_pb2.html b/sdk/python/docs/html/_modules/feast/types/Value_pb2.html deleted file mode 100644 index 8dbf5cf51d..0000000000 --- a/sdk/python/docs/html/_modules/feast/types/Value_pb2.html +++ /dev/null @@ -1,784 +0,0 @@ - - - - - - - - - - - feast.types.Value_pb2 — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.types.Value_pb2

-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: feast/types/Value.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='feast/types/Value.proto',
-  package='feast.types',
-  syntax='proto3',
-  serialized_options=_b('\n\013feast.typesB\nValueProtoZ0github.com/gojek/feast/sdk/go/protos/feast/types'),
-  serialized_pb=_b('\n\x17\x66\x65\x61st/types/Value.proto\x12\x0b\x66\x65\x61st.types\"\xe0\x01\n\tValueType\"\xd2\x01\n\x04\x45num\x12\x0b\n\x07INVALID\x10\x00\x12\t\n\x05\x42YTES\x10\x01\x12\n\n\x06STRING\x10\x02\x12\t\n\x05INT32\x10\x03\x12\t\n\x05INT64\x10\x04\x12\n\n\x06\x44OUBLE\x10\x05\x12\t\n\x05\x46LOAT\x10\x06\x12\x08\n\x04\x42OOL\x10\x07\x12\x0e\n\nBYTES_LIST\x10\x0b\x12\x0f\n\x0bSTRING_LIST\x10\x0c\x12\x0e\n\nINT32_LIST\x10\r\x12\x0e\n\nINT64_LIST\x10\x0e\x12\x0f\n\x0b\x44OUBLE_LIST\x10\x0f\x12\x0e\n\nFLOAT_LIST\x10\x10\x12\r\n\tBOOL_LIST\x10\x11\"\x82\x04\n\x05Value\x12\x13\n\tbytes_val\x18\x01 \x01(\x0cH\x00\x12\x14\n\nstring_val\x18\x02 \x01(\tH\x00\x12\x13\n\tint32_val\x18\x03 \x01(\x05H\x00\x12\x13\n\tint64_val\x18\x04 \x01(\x03H\x00\x12\x14\n\ndouble_val\x18\x05 \x01(\x01H\x00\x12\x13\n\tfloat_val\x18\x06 \x01(\x02H\x00\x12\x12\n\x08\x62ool_val\x18\x07 \x01(\x08H\x00\x12\x30\n\x0e\x62ytes_list_val\x18\x0b \x01(\x0b\x32\x16.feast.types.BytesListH\x00\x12\x32\n\x0fstring_list_val\x18\x0c \x01(\x0b\x32\x17.feast.types.StringListH\x00\x12\x30\n\x0eint32_list_val\x18\r \x01(\x0b\x32\x16.feast.types.Int32ListH\x00\x12\x30\n\x0eint64_list_val\x18\x0e \x01(\x0b\x32\x16.feast.types.Int64ListH\x00\x12\x32\n\x0f\x64ouble_list_val\x18\x0f \x01(\x0b\x32\x17.feast.types.DoubleListH\x00\x12\x30\n\x0e\x66loat_list_val\x18\x10 \x01(\x0b\x32\x16.feast.types.FloatListH\x00\x12.\n\rbool_list_val\x18\x11 \x01(\x0b\x32\x15.feast.types.BoolListH\x00\x42\x05\n\x03val\"\x18\n\tBytesList\x12\x0b\n\x03val\x18\x01 \x03(\x0c\"\x19\n\nStringList\x12\x0b\n\x03val\x18\x01 \x03(\t\"\x18\n\tInt32List\x12\x0b\n\x03val\x18\x01 \x03(\x05\"\x18\n\tInt64List\x12\x0b\n\x03val\x18\x01 \x03(\x03\"\x19\n\nDoubleList\x12\x0b\n\x03val\x18\x01 \x03(\x01\"\x18\n\tFloatList\x12\x0b\n\x03val\x18\x01 \x03(\x02\"\x17\n\x08\x42oolList\x12\x0b\n\x03val\x18\x01 \x03(\x08\x42K\n\x0b\x66\x65\x61st.typesB\nValueProtoZ0github.com/gojek/feast/sdk/go/protos/feast/typesb\x06proto3')
-)
-
-
-
-_VALUETYPE_ENUM = _descriptor.EnumDescriptor(
-  name='Enum',
-  full_name='feast.types.ValueType.Enum',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='BYTES', index=1, number=1,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='STRING', index=2, number=2,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='INT32', index=3, number=3,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='INT64', index=4, number=4,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='DOUBLE', index=5, number=5,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='FLOAT', index=6, number=6,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='BOOL', index=7, number=7,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='BYTES_LIST', index=8, number=11,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='STRING_LIST', index=9, number=12,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='INT32_LIST', index=10, number=13,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='INT64_LIST', index=11, number=14,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='DOUBLE_LIST', index=12, number=15,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='FLOAT_LIST', index=13, number=16,
-      serialized_options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='BOOL_LIST', index=14, number=17,
-      serialized_options=None,
-      type=None),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=55,
-  serialized_end=265,
-)
-_sym_db.RegisterEnumDescriptor(_VALUETYPE_ENUM)
-
-
-_VALUETYPE = _descriptor.Descriptor(
-  name='ValueType',
-  full_name='feast.types.ValueType',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-    _VALUETYPE_ENUM,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=41,
-  serialized_end=265,
-)
-
-
-_VALUE = _descriptor.Descriptor(
-  name='Value',
-  full_name='feast.types.Value',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='bytes_val', full_name='feast.types.Value.bytes_val', index=0,
-      number=1, type=12, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b(""),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='string_val', full_name='feast.types.Value.string_val', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='int32_val', full_name='feast.types.Value.int32_val', index=2,
-      number=3, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='int64_val', full_name='feast.types.Value.int64_val', index=3,
-      number=4, type=3, cpp_type=2, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='double_val', full_name='feast.types.Value.double_val', index=4,
-      number=5, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='float_val', full_name='feast.types.Value.float_val', index=5,
-      number=6, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='bool_val', full_name='feast.types.Value.bool_val', index=6,
-      number=7, type=8, cpp_type=7, label=1,
-      has_default_value=False, default_value=False,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='bytes_list_val', full_name='feast.types.Value.bytes_list_val', index=7,
-      number=11, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='string_list_val', full_name='feast.types.Value.string_list_val', index=8,
-      number=12, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='int32_list_val', full_name='feast.types.Value.int32_list_val', index=9,
-      number=13, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='int64_list_val', full_name='feast.types.Value.int64_list_val', index=10,
-      number=14, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='double_list_val', full_name='feast.types.Value.double_list_val', index=11,
-      number=15, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='float_list_val', full_name='feast.types.Value.float_list_val', index=12,
-      number=16, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='bool_list_val', full_name='feast.types.Value.bool_list_val', index=13,
-      number=17, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-    _descriptor.OneofDescriptor(
-      name='val', full_name='feast.types.Value.val',
-      index=0, containing_type=None, fields=[]),
-  ],
-  serialized_start=268,
-  serialized_end=782,
-)
-
-
-_BYTESLIST = _descriptor.Descriptor(
-  name='BytesList',
-  full_name='feast.types.BytesList',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='val', full_name='feast.types.BytesList.val', index=0,
-      number=1, type=12, cpp_type=9, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=784,
-  serialized_end=808,
-)
-
-
-_STRINGLIST = _descriptor.Descriptor(
-  name='StringList',
-  full_name='feast.types.StringList',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='val', full_name='feast.types.StringList.val', index=0,
-      number=1, type=9, cpp_type=9, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=810,
-  serialized_end=835,
-)
-
-
-_INT32LIST = _descriptor.Descriptor(
-  name='Int32List',
-  full_name='feast.types.Int32List',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='val', full_name='feast.types.Int32List.val', index=0,
-      number=1, type=5, cpp_type=1, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=837,
-  serialized_end=861,
-)
-
-
-_INT64LIST = _descriptor.Descriptor(
-  name='Int64List',
-  full_name='feast.types.Int64List',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='val', full_name='feast.types.Int64List.val', index=0,
-      number=1, type=3, cpp_type=2, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=863,
-  serialized_end=887,
-)
-
-
-_DOUBLELIST = _descriptor.Descriptor(
-  name='DoubleList',
-  full_name='feast.types.DoubleList',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='val', full_name='feast.types.DoubleList.val', index=0,
-      number=1, type=1, cpp_type=5, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=889,
-  serialized_end=914,
-)
-
-
-_FLOATLIST = _descriptor.Descriptor(
-  name='FloatList',
-  full_name='feast.types.FloatList',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='val', full_name='feast.types.FloatList.val', index=0,
-      number=1, type=2, cpp_type=6, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=916,
-  serialized_end=940,
-)
-
-
-_BOOLLIST = _descriptor.Descriptor(
-  name='BoolList',
-  full_name='feast.types.BoolList',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='val', full_name='feast.types.BoolList.val', index=0,
-      number=1, type=8, cpp_type=7, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=942,
-  serialized_end=965,
-)
-
-_VALUETYPE_ENUM.containing_type = _VALUETYPE
-_VALUE.fields_by_name['bytes_list_val'].message_type = _BYTESLIST
-_VALUE.fields_by_name['string_list_val'].message_type = _STRINGLIST
-_VALUE.fields_by_name['int32_list_val'].message_type = _INT32LIST
-_VALUE.fields_by_name['int64_list_val'].message_type = _INT64LIST
-_VALUE.fields_by_name['double_list_val'].message_type = _DOUBLELIST
-_VALUE.fields_by_name['float_list_val'].message_type = _FLOATLIST
-_VALUE.fields_by_name['bool_list_val'].message_type = _BOOLLIST
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['bytes_val'])
-_VALUE.fields_by_name['bytes_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['string_val'])
-_VALUE.fields_by_name['string_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['int32_val'])
-_VALUE.fields_by_name['int32_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['int64_val'])
-_VALUE.fields_by_name['int64_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['double_val'])
-_VALUE.fields_by_name['double_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['float_val'])
-_VALUE.fields_by_name['float_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['bool_val'])
-_VALUE.fields_by_name['bool_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['bytes_list_val'])
-_VALUE.fields_by_name['bytes_list_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['string_list_val'])
-_VALUE.fields_by_name['string_list_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['int32_list_val'])
-_VALUE.fields_by_name['int32_list_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['int64_list_val'])
-_VALUE.fields_by_name['int64_list_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['double_list_val'])
-_VALUE.fields_by_name['double_list_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['float_list_val'])
-_VALUE.fields_by_name['float_list_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-_VALUE.oneofs_by_name['val'].fields.append(
-  _VALUE.fields_by_name['bool_list_val'])
-_VALUE.fields_by_name['bool_list_val'].containing_oneof = _VALUE.oneofs_by_name['val']
-DESCRIPTOR.message_types_by_name['ValueType'] = _VALUETYPE
-DESCRIPTOR.message_types_by_name['Value'] = _VALUE
-DESCRIPTOR.message_types_by_name['BytesList'] = _BYTESLIST
-DESCRIPTOR.message_types_by_name['StringList'] = _STRINGLIST
-DESCRIPTOR.message_types_by_name['Int32List'] = _INT32LIST
-DESCRIPTOR.message_types_by_name['Int64List'] = _INT64LIST
-DESCRIPTOR.message_types_by_name['DoubleList'] = _DOUBLELIST
-DESCRIPTOR.message_types_by_name['FloatList'] = _FLOATLIST
-DESCRIPTOR.message_types_by_name['BoolList'] = _BOOLLIST
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-ValueType = _reflection.GeneratedProtocolMessageType('ValueType', (_message.Message,), {
-  'DESCRIPTOR' : _VALUETYPE,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.ValueType)
-  })
-_sym_db.RegisterMessage(ValueType)
-
-Value = _reflection.GeneratedProtocolMessageType('Value', (_message.Message,), {
-  'DESCRIPTOR' : _VALUE,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.Value)
-  })
-_sym_db.RegisterMessage(Value)
-
-BytesList = _reflection.GeneratedProtocolMessageType('BytesList', (_message.Message,), {
-  'DESCRIPTOR' : _BYTESLIST,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.BytesList)
-  })
-_sym_db.RegisterMessage(BytesList)
-
-StringList = _reflection.GeneratedProtocolMessageType('StringList', (_message.Message,), {
-  'DESCRIPTOR' : _STRINGLIST,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.StringList)
-  })
-_sym_db.RegisterMessage(StringList)
-
-Int32List = _reflection.GeneratedProtocolMessageType('Int32List', (_message.Message,), {
-  'DESCRIPTOR' : _INT32LIST,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.Int32List)
-  })
-_sym_db.RegisterMessage(Int32List)
-
-Int64List = _reflection.GeneratedProtocolMessageType('Int64List', (_message.Message,), {
-  'DESCRIPTOR' : _INT64LIST,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.Int64List)
-  })
-_sym_db.RegisterMessage(Int64List)
-
-DoubleList = _reflection.GeneratedProtocolMessageType('DoubleList', (_message.Message,), {
-  'DESCRIPTOR' : _DOUBLELIST,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.DoubleList)
-  })
-_sym_db.RegisterMessage(DoubleList)
-
-FloatList = _reflection.GeneratedProtocolMessageType('FloatList', (_message.Message,), {
-  'DESCRIPTOR' : _FLOATLIST,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.FloatList)
-  })
-_sym_db.RegisterMessage(FloatList)
-
-BoolList = _reflection.GeneratedProtocolMessageType('BoolList', (_message.Message,), {
-  'DESCRIPTOR' : _BOOLLIST,
-  '__module__' : 'feast.types.Value_pb2'
-  # @@protoc_insertion_point(class_scope:feast.types.BoolList)
-  })
-_sym_db.RegisterMessage(BoolList)
-
-
-DESCRIPTOR._options = None
-# @@protoc_insertion_point(module_scope)
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/feast/value_type.html b/sdk/python/docs/html/_modules/feast/value_type.html deleted file mode 100644 index d5e13aa51f..0000000000 --- a/sdk/python/docs/html/_modules/feast/value_type.html +++ /dev/null @@ -1,226 +0,0 @@ - - - - - - - - - - - feast.value_type — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

Source code for feast.value_type

-# Copyright 2019 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 enum
-
-
-
[docs]class ValueType(enum.Enum): - """ - Feature value type. Used to define data types in Feature Sets. - """ - - UNKNOWN = 0 - BYTES = 1 - STRING = 2 - INT32 = 3 - INT64 = 4 - DOUBLE = 5 - FLOAT = 6 - BOOL = 7 - BYTES_LIST = 11 - STRING_LIST = 12 - INT32_LIST = 13 - INT64_LIST = 14 - DOUBLE_LIST = 15 - FLOAT_LIST = 16 - BOOL_LIST = 17
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/google/protobuf/internal/enum_type_wrapper.html b/sdk/python/docs/html/_modules/google/protobuf/internal/enum_type_wrapper.html deleted file mode 100644 index 7f6bacfc33..0000000000 --- a/sdk/python/docs/html/_modules/google/protobuf/internal/enum_type_wrapper.html +++ /dev/null @@ -1,284 +0,0 @@ - - - - - - - - - - - google.protobuf.internal.enum_type_wrapper — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- -
    - -
  • Docs »
  • - -
  • Module code »
  • - -
  • google.protobuf.internal.enum_type_wrapper
  • - - -
  • - -
  • - -
- - -
-
-
-
- -

Source code for google.protobuf.internal.enum_type_wrapper

-# Protocol Buffers - Google's data interchange format
-# Copyright 2008 Google Inc.  All rights reserved.
-# https://developers.google.com/protocol-buffers/
-#
-# Redistribution and use in source and binary forms, with or without
-# modification, are permitted provided that the following conditions are
-# met:
-#
-#     * Redistributions of source code must retain the above copyright
-# notice, this list of conditions and the following disclaimer.
-#     * Redistributions in binary form must reproduce the above
-# copyright notice, this list of conditions and the following disclaimer
-# in the documentation and/or other materials provided with the
-# distribution.
-#     * Neither the name of Google Inc. nor the names of its
-# contributors may be used to endorse or promote products derived from
-# this software without specific prior written permission.
-#
-# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
-# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
-# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
-# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
-# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
-# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
-# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
-# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-"""A simple wrapper around enum types to expose utility functions.
-
-Instances are created as properties with the same name as the enum they wrap
-on proto classes.  For usage, see:
-  reflection_test.py
-"""
-
-__author__ = 'rabsatt@google.com (Kevin Rabsatt)'
-
-
-class EnumTypeWrapper(object):
-  """A utility for finding the names of enum values."""
-
-  DESCRIPTOR = None
-
-  def __init__(self, enum_type):
-    """Inits EnumTypeWrapper with an EnumDescriptor."""
-    self._enum_type = enum_type
-    self.DESCRIPTOR = enum_type
-
-  def Name(self, number):
-    """Returns a string containing the name of an enum value."""
-    if number in self._enum_type.values_by_number:
-      return self._enum_type.values_by_number[number].name
-    raise ValueError('Enum %s has no name defined for value %d' % (
-        self._enum_type.name, number))
-
-  def Value(self, name):
-    """Returns the value corresponding to the given enum name."""
-    if name in self._enum_type.values_by_name:
-      return self._enum_type.values_by_name[name].number
-    raise ValueError('Enum %s has no value defined for name %s' % (
-        self._enum_type.name, name))
-
-  def keys(self):
-    """Return a list of the string names in the enum.
-
-    These are returned in the order they were defined in the .proto file.
-    """
-
-    return [value_descriptor.name
-            for value_descriptor in self._enum_type.values]
-
-  def values(self):
-    """Return a list of the integer values in the enum.
-
-    These are returned in the order they were defined in the .proto file.
-    """
-
-    return [value_descriptor.number
-            for value_descriptor in self._enum_type.values]
-
-  def items(self):
-    """Return a list of the (name, value) pairs of the enum.
-
-    These are returned in the order they were defined in the .proto file.
-    """
-    return [(value_descriptor.name, value_descriptor.number)
-            for value_descriptor in self._enum_type.values]
-
-  def __getattr__(self, name):
-    """Returns the value corresponding to the given enum name."""
-    if name in self._enum_type.values_by_name:
-      return self._enum_type.values_by_name[name].number
-    raise AttributeError
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_modules/index.html b/sdk/python/docs/html/_modules/index.html deleted file mode 100644 index 2c3309cbfd..0000000000 --- a/sdk/python/docs/html/_modules/index.html +++ /dev/null @@ -1,216 +0,0 @@ - - - - - - - - - - - Overview: module code — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - - - -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/_sources/feast.core.rst.txt b/sdk/python/docs/html/_sources/feast.core.rst.txt deleted file mode 100644 index 437f2b812a..0000000000 --- a/sdk/python/docs/html/_sources/feast.core.rst.txt +++ /dev/null @@ -1,78 +0,0 @@ -feast.core package -================== - -Submodules ----------- - -feast.core.CoreService\_pb2 module ----------------------------------- - -.. automodule:: feast.core.CoreService_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.core.CoreService\_pb2\_grpc module ----------------------------------------- - -.. automodule:: feast.core.CoreService_pb2_grpc - :members: - :undoc-members: - :show-inheritance: - -feast.core.FeatureSet\_pb2 module ---------------------------------- - -.. automodule:: feast.core.FeatureSet_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.core.FeatureSet\_pb2\_grpc module ---------------------------------------- - -.. automodule:: feast.core.FeatureSet_pb2_grpc - :members: - :undoc-members: - :show-inheritance: - -feast.core.Source\_pb2 module ------------------------------ - -.. automodule:: feast.core.Source_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.core.Source\_pb2\_grpc module ------------------------------------ - -.. automodule:: feast.core.Source_pb2_grpc - :members: - :undoc-members: - :show-inheritance: - -feast.core.Store\_pb2 module ----------------------------- - -.. automodule:: feast.core.Store_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.core.Store\_pb2\_grpc module ----------------------------------- - -.. automodule:: feast.core.Store_pb2_grpc - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: feast.core - :members: - :undoc-members: - :show-inheritance: diff --git a/sdk/python/docs/html/_sources/feast.loaders.rst.txt b/sdk/python/docs/html/_sources/feast.loaders.rst.txt deleted file mode 100644 index 43997c7933..0000000000 --- a/sdk/python/docs/html/_sources/feast.loaders.rst.txt +++ /dev/null @@ -1,38 +0,0 @@ -feast.loaders package -===================== - -Submodules ----------- - -feast.loaders.file module -------------------------- - -.. automodule:: feast.loaders.file - :members: - :undoc-members: - :show-inheritance: - -feast.loaders.ingest module ---------------------------- - -.. automodule:: feast.loaders.ingest - :members: - :undoc-members: - :show-inheritance: - -feast.loaders.yaml module -------------------------- - -.. automodule:: feast.loaders.yaml - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: feast.loaders - :members: - :undoc-members: - :show-inheritance: diff --git a/sdk/python/docs/html/_sources/feast.rst.txt b/sdk/python/docs/html/_sources/feast.rst.txt deleted file mode 100644 index 01f89edbb0..0000000000 --- a/sdk/python/docs/html/_sources/feast.rst.txt +++ /dev/null @@ -1,129 +0,0 @@ -feast package -============= - -Subpackages ------------ - -.. toctree:: - - feast.core - feast.loaders - feast.serving - feast.storage - feast.types - -Submodules ----------- - -feast.client module -------------------- - -.. automodule:: feast.client - :members: - :undoc-members: - :show-inheritance: - -feast.config module -------------------- - -.. automodule:: feast.config - :members: - :undoc-members: - :show-inheritance: - -feast.constants module ----------------------- - -.. automodule:: feast.constants - :members: - :undoc-members: - :show-inheritance: - -feast.entity module -------------------- - -.. automodule:: feast.entity - :members: - :undoc-members: - :show-inheritance: - -feast.exceptions module ------------------------ - -.. automodule:: feast.exceptions - :members: - :undoc-members: - :show-inheritance: - -feast.feature module --------------------- - -.. automodule:: feast.feature - :members: - :undoc-members: - :show-inheritance: - -feast.feature\_set module -------------------------- - -.. automodule:: feast.feature_set - :members: - :undoc-members: - :show-inheritance: - -feast.field module ------------------- - -.. automodule:: feast.field - :members: - :undoc-members: - :show-inheritance: - -feast.job module ----------------- - -.. automodule:: feast.job - :members: - :undoc-members: - :show-inheritance: - -feast.resource module ---------------------- - -.. automodule:: feast.resource - :members: - :undoc-members: - :show-inheritance: - -feast.source module -------------------- - -.. automodule:: feast.source - :members: - :undoc-members: - :show-inheritance: - -feast.type\_map module ----------------------- - -.. automodule:: feast.type_map - :members: - :undoc-members: - :show-inheritance: - -feast.value\_type module ------------------------- - -.. automodule:: feast.value_type - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: feast - :members: - :undoc-members: - :show-inheritance: diff --git a/sdk/python/docs/html/_sources/feast.serving.rst.txt b/sdk/python/docs/html/_sources/feast.serving.rst.txt deleted file mode 100644 index a7e971d012..0000000000 --- a/sdk/python/docs/html/_sources/feast.serving.rst.txt +++ /dev/null @@ -1,30 +0,0 @@ -feast.serving package -===================== - -Submodules ----------- - -feast.serving.ServingService\_pb2 module ----------------------------------------- - -.. automodule:: feast.serving.ServingService_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.serving.ServingService\_pb2\_grpc module ----------------------------------------------- - -.. automodule:: feast.serving.ServingService_pb2_grpc - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: feast.serving - :members: - :undoc-members: - :show-inheritance: diff --git a/sdk/python/docs/html/_sources/feast.storage.rst.txt b/sdk/python/docs/html/_sources/feast.storage.rst.txt deleted file mode 100644 index 8e77957847..0000000000 --- a/sdk/python/docs/html/_sources/feast.storage.rst.txt +++ /dev/null @@ -1,22 +0,0 @@ -feast.storage package -===================== - -Submodules ----------- - -feast.storage.Redis\_pb2 module -------------------------------- - -.. automodule:: feast.storage.Redis_pb2 - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: feast.storage - :members: - :undoc-members: - :show-inheritance: diff --git a/sdk/python/docs/html/_sources/feast.types.rst.txt b/sdk/python/docs/html/_sources/feast.types.rst.txt deleted file mode 100644 index 3a6b5df89c..0000000000 --- a/sdk/python/docs/html/_sources/feast.types.rst.txt +++ /dev/null @@ -1,54 +0,0 @@ -feast.types package -=================== - -Submodules ----------- - -feast.types.FeatureRowExtended\_pb2 module ------------------------------------------- - -.. automodule:: feast.types.FeatureRowExtended_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.types.FeatureRow\_pb2 module ----------------------------------- - -.. automodule:: feast.types.FeatureRow_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.types.Feature\_pb2 module -------------------------------- - -.. automodule:: feast.types.Feature_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.types.Field\_pb2 module ------------------------------ - -.. automodule:: feast.types.Field_pb2 - :members: - :undoc-members: - :show-inheritance: - -feast.types.Value\_pb2 module ------------------------------ - -.. automodule:: feast.types.Value_pb2 - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: feast.types - :members: - :undoc-members: - :show-inheritance: diff --git a/sdk/python/docs/html/_sources/index.rst.txt b/sdk/python/docs/html/_sources/index.rst.txt deleted file mode 100644 index efadf8e58a..0000000000 --- a/sdk/python/docs/html/_sources/index.rst.txt +++ /dev/null @@ -1,52 +0,0 @@ -Feast Python API Documentation -============================= - -Client -================== - -.. automodule:: feast.client - :members: - - -Feature Set -================== - -.. automodule:: feast.feature_set - :members: - - -Feature -================== - -.. automodule:: feast.feature - :members: - - -Entity -================== - -.. automodule:: feast.entity - :members: - - -Value -================== - -.. automodule:: feast.value_type - :members: - - -Source -================== - -.. automodule:: feast.source - :members: - - -Job -================== - -.. automodule:: feast.job - :members: - - diff --git a/sdk/python/docs/html/_sources/modules.rst.txt b/sdk/python/docs/html/_sources/modules.rst.txt deleted file mode 100644 index 3a6f8333ab..0000000000 --- a/sdk/python/docs/html/_sources/modules.rst.txt +++ /dev/null @@ -1,7 +0,0 @@ -feast -===== - -.. toctree:: - :maxdepth: 4 - - feast diff --git a/sdk/python/docs/html/_static/basic.css 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