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 @@ cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= +cuelang.org/go v0.0.14/go.mod h1:gehQASsTv+lFZknWIG0hANGVSBiHD7HyKWmAdEZL3No= +fortio.org/fortio v1.3.1/go.mod h1:Go0fRqoPJ1xy5JOWcS23jyF58byVZxFyEePYsGmCR0k= +github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78/go.mod h1:LmzpDX56iTiv29bbRTIsUNlaFfuhWRQBWjQdVyAevI8= +github.com/Azure/go-autorest v11.1.2+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24= +github.com/Azure/go-autorest/autorest v0.9.0/go.mod h1:xyHB1BMZT0cuDHU7I0+g046+BFDTQ8rEZB0s4Yfa6bI= +github.com/Azure/go-autorest/autorest/adal v0.5.0/go.mod h1:8Z9fGy2MpX0PvDjB1pEgQTmVqjGhiHBW7RJJEciWzS0= +github.com/Azure/go-autorest/autorest/date v0.1.0/go.mod h1:plvfp3oPSKwf2DNjlBjWF/7vwR+cUD/ELuzDCXwHUVA= +github.com/Azure/go-autorest/autorest/mocks v0.1.0/go.mod h1:OTyCOPRA2IgIlWxVYxBee2F5Gr4kF2zd2J5cFRaIDN0= +github.com/Azure/go-autorest/autorest/mocks v0.2.0/go.mod h1:OTyCOPRA2IgIlWxVYxBee2F5Gr4kF2zd2J5cFRaIDN0= +github.com/Azure/go-autorest/logger v0.1.0/go.mod h1:oExouG+K6PryycPJfVSxi/koC6LSNgds39diKLz7Vrc= +github.com/Azure/go-autorest/tracing v0.5.0/go.mod h1:r/s2XiOKccPW3HrqB+W0TQzfbtp2fGCgRFtBroKn4Dk= +github.com/BurntSushi/toml v0.3.0/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/BurntSushi/toml v0.3.1 h1:WXkYYl6Yr3qBf1K79EBnL4mak0OimBfB0XUf9Vl28OQ= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= +github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= github.com/Masterminds/goutils v1.1.0 h1:zukEsf/1JZwCMgHiK3GZftabmxiCw4apj3a28RPBiVg= github.com/Masterminds/goutils v1.1.0/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU= github.com/Masterminds/semver v1.5.0 h1:H65muMkzWKEuNDnfl9d70GUjFniHKHRbFPGBuZ3QEww= github.com/Masterminds/semver v1.5.0/go.mod h1:MB6lktGJrhw8PrUyiEoblNEGEQ+RzHPF078ddwwvV3Y= github.com/Masterminds/sprig v2.22.0+incompatible h1:z4yfnGrZ7netVz+0EDJ0Wi+5VZCSYp4Z0m2dk6cEM60= github.com/Masterminds/sprig v2.22.0+incompatible/go.mod h1:y6hNFY5UBTIWBxnzTeuNhlNS5hqE0NB0E6fgfo2Br3o= +github.com/NYTimes/gziphandler v0.0.0-20170623195520-56545f4a5d46/go.mod 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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 diff --git a/sdk/python/docs/html/.buildinfo b/sdk/python/docs/html/.buildinfo deleted file mode 100644 index c5cb5a1e42..0000000000 --- a/sdk/python/docs/html/.buildinfo +++ /dev/null @@ -1,4 +0,0 @@ -# Sphinx build info version 1 -# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 1e0949787c45bded0b049cd50fe23d26 -tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/sdk/python/docs/html/.doctrees/environment.pickle b/sdk/python/docs/html/.doctrees/environment.pickle deleted file mode 100644 index eab59865a2..0000000000 Binary files a/sdk/python/docs/html/.doctrees/environment.pickle and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/feast.core.doctree b/sdk/python/docs/html/.doctrees/feast.core.doctree deleted file mode 100644 index f4f60ee51b..0000000000 Binary files a/sdk/python/docs/html/.doctrees/feast.core.doctree and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/feast.doctree b/sdk/python/docs/html/.doctrees/feast.doctree deleted file mode 100644 index 2da7a509b7..0000000000 Binary files a/sdk/python/docs/html/.doctrees/feast.doctree and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/feast.loaders.doctree b/sdk/python/docs/html/.doctrees/feast.loaders.doctree deleted file mode 100644 index d038e900f9..0000000000 Binary files a/sdk/python/docs/html/.doctrees/feast.loaders.doctree and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/feast.serving.doctree b/sdk/python/docs/html/.doctrees/feast.serving.doctree deleted file mode 100644 index 586730125a..0000000000 Binary files a/sdk/python/docs/html/.doctrees/feast.serving.doctree and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/feast.storage.doctree b/sdk/python/docs/html/.doctrees/feast.storage.doctree deleted file mode 100644 index ffb1814a39..0000000000 Binary files a/sdk/python/docs/html/.doctrees/feast.storage.doctree and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/feast.types.doctree b/sdk/python/docs/html/.doctrees/feast.types.doctree deleted file mode 100644 index 561d5df71c..0000000000 Binary files a/sdk/python/docs/html/.doctrees/feast.types.doctree and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/index.doctree b/sdk/python/docs/html/.doctrees/index.doctree deleted file mode 100644 index f2bca224ac..0000000000 Binary files a/sdk/python/docs/html/.doctrees/index.doctree and /dev/null differ diff --git a/sdk/python/docs/html/.doctrees/modules.doctree b/sdk/python/docs/html/.doctrees/modules.doctree deleted file mode 100644 index e97b7f7f0a..0000000000 Binary files a/sdk/python/docs/html/.doctrees/modules.doctree and /dev/null differ 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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-
- -

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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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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  • Docs »
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  • feast.core.CoreService_pb2
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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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
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    - -
  • 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,))
-
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ 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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- -
    - -
  • Docs »
  • - -
  • Module code »
  • - -
  • feast.core.FeatureSet_pb2
  • - - -
  • - -
  • - -
- - -
-
-
-
- -

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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
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-
- -

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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -

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 -
- -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ 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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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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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}" - ) -
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- - - - - - - - - - - - \ 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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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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 -
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- - - - - - - - - - - - \ 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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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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)
-
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- - - - - - - - - - - - \ 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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
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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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  • feast.serving.ServingService_pb2_grpc
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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,))
-
- -
- -
- - -
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- - - - - - - - - - - - \ 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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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- - - - - - - - - - - - - - - - - -
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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 - ), - )
-
- -
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- - - - - - - - - - - - \ 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)
-
- -
- -
- - -
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- -
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- - - - - - - - - - - - \ 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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
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- - - - - - - - - - - - - - - - - -
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    - -
  • 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
  • - - -
  • - -
  • - -
- - -
-
-
-
- -

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 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
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- -

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
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- - -
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- -

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 b/sdk/python/docs/html/_static/basic.css deleted file mode 100644 index ea6972d552..0000000000 --- a/sdk/python/docs/html/_static/basic.css +++ /dev/null @@ -1,764 +0,0 @@ -/* - * basic.css - * ~~~~~~~~~ - * - * Sphinx stylesheet -- basic theme. - * - * :copyright: Copyright 2007-2019 by the Sphinx team, see AUTHORS. - * :license: BSD, see LICENSE for details. - * - */ - -/* -- main layout ----------------------------------------------------------- */ - -div.clearer { - clear: both; -} - -/* -- relbar ---------------------------------------------------------------- */ - -div.related { - width: 100%; - font-size: 90%; -} - -div.related h3 { - display: none; -} - -div.related ul { - margin: 0; - padding: 0 0 0 10px; - list-style: none; -} - -div.related li { - display: inline; -} - -div.related li.right { - float: right; - margin-right: 5px; -} - -/* -- sidebar --------------------------------------------------------------- */ - -div.sphinxsidebarwrapper { - padding: 10px 5px 0 10px; -} - -div.sphinxsidebar { - float: left; - width: 230px; - margin-left: -100%; - font-size: 90%; - word-wrap: break-word; - overflow-wrap : break-word; -} - -div.sphinxsidebar ul { - list-style: none; -} - -div.sphinxsidebar ul ul, -div.sphinxsidebar ul.want-points { - margin-left: 20px; - list-style: square; -} - -div.sphinxsidebar ul ul { - margin-top: 0; - margin-bottom: 0; -} - -div.sphinxsidebar form { - margin-top: 10px; -} - -div.sphinxsidebar input { - border: 1px solid #98dbcc; - font-family: sans-serif; - font-size: 1em; -} - -div.sphinxsidebar #searchbox form.search { - overflow: hidden; -} - -div.sphinxsidebar #searchbox input[type="text"] { - float: left; - width: 80%; - padding: 0.25em; - box-sizing: border-box; -} - -div.sphinxsidebar #searchbox input[type="submit"] { - float: left; - width: 20%; - border-left: none; - padding: 0.25em; - box-sizing: border-box; -} - - -img { - border: 0; - max-width: 100%; -} - -/* -- search page 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[ this[ j ] ] : [] ); - }, - - end: function() { - return this.prevObject || this.constructor(); - }, - - // For internal use only. - // Behaves like an Array's method, not like a jQuery method. - push: push, - sort: arr.sort, - splice: arr.splice -}; - -jQuery.extend = jQuery.fn.extend = function() { - var options, name, src, copy, copyIsArray, clone, - target = arguments[ 0 ] || {}, - i = 1, - length = arguments.length, - deep = false; - - // Handle a deep copy situation - if ( typeof target === "boolean" ) { - deep = target; - - // Skip the boolean and the target - target = arguments[ i ] || {}; - i++; - } - - // Handle case when target is a string or something (possible in deep copy) - if ( typeof target !== "object" && !isFunction( target ) ) { - target = {}; - } - - // Extend jQuery itself if only one argument is passed - if ( i === length ) { - target = this; - i--; - } - - for ( ; i < length; i++ ) { - - // Only deal with non-null/undefined values - if ( ( options = arguments[ i ] ) != null ) { - - // Extend the base object - for ( name in options ) { - copy = options[ name ]; 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- }, - - noop: function() {}, - - isPlainObject: function( obj ) { - var proto, Ctor; - - // Detect obvious negatives - // Use toString instead of jQuery.type to catch host objects - if ( !obj || toString.call( obj ) !== "[object Object]" ) { - return false; - } - - proto = getProto( obj ); - - // Objects with no prototype (e.g., `Object.create( null )`) are plain - if ( !proto ) { - return true; - } - - // Objects with prototype are plain iff they were constructed by a global Object function - Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor; - return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString; - }, - - isEmptyObject: function( obj ) { - var name; - - for ( name in obj ) { - return false; - } - return true; - }, - - // Evaluates a script in a global context - globalEval: function( code, options ) { - DOMEval( code, { nonce: options && options.nonce } ); - }, - - each: function( obj, callback ) { - var length, i = 0; - - if ( isArrayLike( obj ) ) { - length = obj.length; 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j < len; j++ ) { - first[ i++ ] = second[ j ]; - } - - first.length = i; - - return first; - }, - - grep: function( elems, callback, invert ) { - var callbackInverse, - matches = [], - i = 0, - length = elems.length, - callbackExpect = !invert; - - // Go through the array, only saving the items - // that pass the validator function - for ( ; i < length; i++ ) { - callbackInverse = !callback( elems[ i ], i ); - if ( callbackInverse !== callbackExpect ) { - matches.push( elems[ i ] ); - } - } - - return matches; - }, - - // arg is for internal usage only - map: function( elems, callback, arg ) { - var length, value, - i = 0, - ret = []; - - // Go through the array, translating each of the items to their new values - if ( isArrayLike( elems ) ) { - length = elems.length; - for ( ; i < length; i++ ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - - // Go through every key on the object, - } else { - for ( i in elems ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - } - - // Flatten any nested arrays - return concat.apply( [], ret ); - }, - - // A global GUID counter for objects - guid: 1, - - // jQuery.support is not used in Core but other projects attach their - // properties to it so it needs to exist. - support: support -} ); - -if ( typeof Symbol === "function" ) { - jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ]; -} - -// Populate the class2type map -jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ), -function( i, name ) { - class2type[ "[object " + name + "]" ] = name.toLowerCase(); -} ); - -function isArrayLike( obj ) { - - // Support: real iOS 8.2 only (not reproducible in simulator) - // `in` check used to prevent JIT error (gh-2145) - // hasOwn isn't used here due to false negatives - // regarding Nodelist length in IE - var length = !!obj && "length" in obj && obj.length, - type = toType( obj ); - - if ( isFunction( obj ) || isWindow( obj ) ) { - return false; - } - - return type === "array" || length === 0 || - typeof length === "number" && length > 0 && ( length - 1 ) in obj; -} -var Sizzle = -/*! - * Sizzle CSS Selector Engine v2.3.4 - * https://sizzlejs.com/ - * - * Copyright JS Foundation and other contributors - * Released under the MIT license - * https://js.foundation/ - * - * Date: 2019-04-08 - */ -(function( window ) { - -var i, - support, - Expr, - getText, - isXML, - tokenize, - compile, - select, - outermostContext, - sortInput, - hasDuplicate, - - // Local document vars - setDocument, - document, - docElem, - documentIsHTML, - rbuggyQSA, - rbuggyMatches, - matches, - contains, - - // Instance-specific data - expando = "sizzle" + 1 * new Date(), - preferredDoc = window.document, - dirruns = 0, - done = 0, - classCache = createCache(), - tokenCache = createCache(), - compilerCache = createCache(), - nonnativeSelectorCache = createCache(), - sortOrder = function( a, b ) { - if ( a === b ) { - hasDuplicate = true; - } - return 0; - }, - - // Instance methods - hasOwn = ({}).hasOwnProperty, - arr = [], - pop = arr.pop, - push_native = arr.push, - push = arr.push, - slice = arr.slice, - // Use a stripped-down indexOf as it's faster than native - // https://jsperf.com/thor-indexof-vs-for/5 - indexOf = function( list, elem ) { - var i = 0, - len = list.length; - for ( ; i < len; i++ ) { - if ( list[i] === elem ) { - return i; - } - } - return -1; - }, - - booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped", - - // Regular expressions - - // http://www.w3.org/TR/css3-selectors/#whitespace - whitespace = "[\\x20\\t\\r\\n\\f]", - - // http://www.w3.org/TR/CSS21/syndata.html#value-def-identifier - identifier = "(?:\\\\.|[\\w-]|[^\0-\\xa0])+", - - // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors - attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace + - // Operator (capture 2) - "*([*^$|!~]?=)" + whitespace + - // "Attribute values must be CSS identifiers [capture 5] or strings [capture 3 or capture 4]" - "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + whitespace + - "*\\]", - - pseudos = ":(" + identifier + ")(?:\\((" + - // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: - // 1. quoted (capture 3; capture 4 or capture 5) - "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + - // 2. simple (capture 6) - "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + - // 3. anything else (capture 2) - ".*" + - ")\\)|)", - - // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter - rwhitespace = new RegExp( whitespace + "+", "g" ), - rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + whitespace + "+$", "g" ), - - rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), - rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + "*" ), - rdescend = new RegExp( whitespace + "|>" ), - - rpseudo = new RegExp( pseudos ), - ridentifier = new RegExp( "^" + identifier + "$" ), - - matchExpr = { - "ID": new RegExp( "^#(" + identifier + ")" ), - "CLASS": new RegExp( "^\\.(" + identifier + ")" ), - "TAG": new RegExp( "^(" + identifier + "|[*])" ), - "ATTR": new RegExp( "^" + attributes ), - "PSEUDO": new RegExp( "^" + pseudos ), - "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + whitespace + - "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + whitespace + - "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), - "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), - // For use in libraries implementing .is() - // We use this for POS matching in `select` - "needsContext": new RegExp( "^" + whitespace + "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + - whitespace + "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) - }, - - rhtml = /HTML$/i, - rinputs = /^(?:input|select|textarea|button)$/i, - rheader = /^h\d$/i, - - rnative = /^[^{]+\{\s*\[native \w/, - - // Easily-parseable/retrievable ID or TAG or CLASS selectors - rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, - - rsibling = /[+~]/, - - // CSS escapes - // http://www.w3.org/TR/CSS21/syndata.html#escaped-characters - runescape = new RegExp( "\\\\([\\da-f]{1,6}" + whitespace + "?|(" + whitespace + ")|.)", "ig" ), - funescape = function( _, escaped, escapedWhitespace ) { - var high = "0x" + escaped - 0x10000; - // NaN means non-codepoint - // Support: Firefox<24 - // Workaround erroneous numeric interpretation of +"0x" - return high !== high || escapedWhitespace ? - escaped : - high < 0 ? - // BMP codepoint - String.fromCharCode( high + 0x10000 ) : - // Supplemental Plane codepoint (surrogate pair) - String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); - }, - - // CSS string/identifier serialization - // https://drafts.csswg.org/cssom/#common-serializing-idioms - rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g, - fcssescape = function( ch, asCodePoint ) { - if ( asCodePoint ) { - - // U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER - if ( ch === "\0" ) { - return "\uFFFD"; - } - - // Control characters and (dependent upon position) numbers get escaped as code points - return ch.slice( 0, -1 ) + "\\" + ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " "; - } - - // Other potentially-special ASCII characters get backslash-escaped - return "\\" + ch; - }, - - // Used for iframes - // See setDocument() - // Removing the function wrapper causes a "Permission Denied" - // error in IE - unloadHandler = function() { - setDocument(); - }, - - inDisabledFieldset = addCombinator( - function( elem ) { - return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset"; - }, - { dir: "parentNode", next: "legend" } - ); - -// Optimize for push.apply( _, NodeList ) -try { - push.apply( - (arr = slice.call( preferredDoc.childNodes )), - preferredDoc.childNodes - ); - // Support: Android<4.0 - // Detect silently failing push.apply - arr[ preferredDoc.childNodes.length ].nodeType; -} catch ( e ) { - push = { apply: arr.length ? - - // Leverage slice if possible - function( target, els ) { - push_native.apply( target, slice.call(els) ); - } : - - // Support: IE<9 - // Otherwise append directly - function( target, els ) { - var j = target.length, - i = 0; - // Can't trust NodeList.length - while ( (target[j++] = els[i++]) ) {} - target.length = j - 1; - } - }; -} - -function Sizzle( selector, context, results, seed ) { - var m, i, elem, nid, match, groups, newSelector, - newContext = context && context.ownerDocument, - - // nodeType defaults to 9, since context defaults to document - nodeType = context ? context.nodeType : 9; - - results = results || []; - - // Return early from calls with invalid selector or context - if ( typeof selector !== "string" || !selector || - nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) { - - return results; - } - - // Try to shortcut find operations (as opposed to filters) in HTML documents - if ( !seed ) { - - if ( ( context ? context.ownerDocument || context : preferredDoc ) !== document ) { - setDocument( context ); - } - context = context || document; - - if ( documentIsHTML ) { - - // If the selector is sufficiently simple, try using a "get*By*" DOM method - // (excepting DocumentFragment context, where the methods don't exist) - if ( nodeType !== 11 && (match = rquickExpr.exec( selector )) ) { - - // ID selector - if ( (m = match[1]) ) { - - // Document context - if ( nodeType === 9 ) { - if ( (elem = context.getElementById( m )) ) { - - // Support: IE, Opera, Webkit - // TODO: identify versions - // getElementById can match elements by name instead of ID - if ( elem.id === m ) { - results.push( elem ); - return results; - } - } else { - return results; - } - - // Element context - } else { - - // Support: IE, Opera, Webkit - // TODO: identify versions - // getElementById can match elements by name instead of ID - if ( newContext && (elem = newContext.getElementById( m )) && - contains( context, elem ) && - elem.id === m ) { - - results.push( elem ); - return results; - } - } - - // Type selector - } else if ( match[2] ) { - push.apply( results, context.getElementsByTagName( selector ) ); - return results; - - // Class selector - } else if ( (m = match[3]) && support.getElementsByClassName && - context.getElementsByClassName ) { - - push.apply( results, context.getElementsByClassName( m ) ); - return results; - } - } - - // Take advantage of querySelectorAll - if ( support.qsa && - !nonnativeSelectorCache[ selector + " " ] && - (!rbuggyQSA || !rbuggyQSA.test( selector )) && - - // Support: IE 8 only - // Exclude object elements - (nodeType !== 1 || context.nodeName.toLowerCase() !== "object") ) { - - newSelector = selector; - newContext = context; - - // qSA considers elements outside a scoping root when evaluating child or - // descendant combinators, which is not what we want. - // In such cases, we work around the behavior by prefixing every selector in the - // list with an ID selector referencing the scope context. - // Thanks to Andrew Dupont for this technique. - if ( nodeType === 1 && rdescend.test( selector ) ) { - - // Capture the context ID, setting it first if necessary - if ( (nid = context.getAttribute( "id" )) ) { - nid = nid.replace( rcssescape, fcssescape ); - } else { - context.setAttribute( "id", (nid = expando) ); - } - - // Prefix every selector in the list - groups = tokenize( selector ); - i = groups.length; - while ( i-- ) { - groups[i] = "#" + nid + " " + toSelector( groups[i] ); - } - newSelector = groups.join( "," ); - - // Expand context for sibling selectors - newContext = rsibling.test( selector ) && testContext( context.parentNode ) || - context; - } - - try { - push.apply( results, - newContext.querySelectorAll( newSelector ) - ); - return results; - } catch ( qsaError ) { - nonnativeSelectorCache( selector, true ); - } finally { - if ( nid === expando ) { - context.removeAttribute( "id" ); - } - } - } - } - } - - // All others - return select( selector.replace( rtrim, "$1" ), context, results, seed ); -} - -/** - * Create key-value caches of limited size - * @returns {function(string, object)} Returns the Object data after storing it on itself with - * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) - * deleting the oldest entry - */ -function createCache() { - var keys = []; - - function cache( key, value ) { - // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) - if ( keys.push( key + " " ) > Expr.cacheLength ) { - // Only keep the most recent entries - delete cache[ keys.shift() ]; - } - return (cache[ key + " " ] = value); - } - return cache; -} - -/** - * Mark a function for special use by Sizzle - * @param {Function} fn The function to mark - */ -function markFunction( fn ) { - fn[ expando ] = true; - return fn; -} - -/** - * Support testing using an element - * @param {Function} fn Passed the created element and returns a boolean result - */ -function assert( fn ) { - var el = document.createElement("fieldset"); - - try { - return !!fn( el ); - } catch (e) { - return false; - } finally { - // Remove from its parent by default - if ( el.parentNode ) { - el.parentNode.removeChild( el ); - } - // release memory in IE - el = null; - } -} - -/** - * Adds the same handler for all of the specified attrs - * @param {String} attrs Pipe-separated list of attributes - * @param {Function} handler The method that will be applied - */ -function addHandle( attrs, handler ) { - var arr = attrs.split("|"), - i = arr.length; - - while ( i-- ) { - Expr.attrHandle[ arr[i] ] = handler; - } -} - -/** - * Checks document order of two siblings - * @param {Element} a - * @param {Element} b - * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b - */ -function siblingCheck( a, b ) { - var cur = b && a, - diff = cur && a.nodeType === 1 && b.nodeType === 1 && - a.sourceIndex - b.sourceIndex; - - // Use IE sourceIndex if available on both nodes - if ( diff ) { - return diff; - } - - // Check if b follows a - if ( cur ) { - while ( (cur = cur.nextSibling) ) { - if ( cur === b ) { - return -1; - } - } - } - - return a ? 1 : -1; -} - -/** - * Returns a function to use in pseudos for input types - * @param {String} type - */ -function createInputPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for buttons - * @param {String} type - */ -function createButtonPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return (name === "input" || name === "button") && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for :enabled/:disabled - * @param {Boolean} disabled true for :disabled; false for :enabled - */ -function createDisabledPseudo( disabled ) { - - // Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable - return function( elem ) { - - // Only certain elements can match :enabled or :disabled - // https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled - // https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled - if ( "form" in elem ) { - - // Check for inherited disabledness on relevant non-disabled elements: - // * listed form-associated elements in a disabled fieldset - // https://html.spec.whatwg.org/multipage/forms.html#category-listed - // https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled - // * option elements in a disabled optgroup - // https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled - // All such elements have a "form" property. - if ( elem.parentNode && elem.disabled === false ) { - - // Option elements defer to a parent optgroup if present - if ( "label" in elem ) { - if ( "label" in elem.parentNode ) { - return elem.parentNode.disabled === disabled; - } else { - return elem.disabled === disabled; - } - } - - // Support: IE 6 - 11 - // Use the isDisabled shortcut property to check for disabled fieldset ancestors - return elem.isDisabled === disabled || - - // Where there is no isDisabled, check manually - /* jshint -W018 */ - elem.isDisabled !== !disabled && - inDisabledFieldset( elem ) === disabled; - } - - return elem.disabled === disabled; - - // Try to winnow out elements that can't be disabled before trusting the disabled property. - // Some victims get caught in our net (label, legend, menu, track), but it shouldn't - // even exist on them, let alone have a boolean value. - } else if ( "label" in elem ) { - return elem.disabled === disabled; - } - - // Remaining elements are neither :enabled nor :disabled - return false; - }; -} - -/** - * Returns a function to use in pseudos for positionals - * @param {Function} fn - */ -function createPositionalPseudo( fn ) { - return markFunction(function( argument ) { - argument = +argument; - return markFunction(function( seed, matches ) { - var j, - matchIndexes = fn( [], seed.length, argument ), - i = matchIndexes.length; - - // Match elements found at the specified indexes - while ( i-- ) { - if ( seed[ (j = matchIndexes[i]) ] ) { - seed[j] = !(matches[j] = seed[j]); - } - } - }); - }); -} - -/** - * Checks a node for validity as a Sizzle context - * @param {Element|Object=} context - * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value - */ -function testContext( context ) { - return context && typeof context.getElementsByTagName !== "undefined" && context; -} - -// Expose support vars for convenience -support = Sizzle.support = {}; - -/** - * Detects XML nodes - * @param {Element|Object} elem An element or a document - * @returns {Boolean} True iff elem is a non-HTML XML node - */ -isXML = Sizzle.isXML = function( elem ) { - var namespace = elem.namespaceURI, - docElem = (elem.ownerDocument || elem).documentElement; - - // Support: IE <=8 - // Assume HTML when documentElement doesn't yet exist, such as inside loading iframes - // https://bugs.jquery.com/ticket/4833 - return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" ); -}; - -/** - * Sets document-related variables once based on the current document - * @param {Element|Object} [doc] An element or document object to use to set the document - * @returns {Object} Returns the current document - */ -setDocument = Sizzle.setDocument = function( node ) { - var hasCompare, subWindow, - doc = node ? node.ownerDocument || node : preferredDoc; - - // Return early if doc is invalid or already selected - if ( doc === document || doc.nodeType !== 9 || !doc.documentElement ) { - return document; - } - - // Update global variables - document = doc; - docElem = document.documentElement; - documentIsHTML = !isXML( document ); - - // Support: IE 9-11, Edge - // Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936) - if ( preferredDoc !== document && - (subWindow = document.defaultView) && subWindow.top !== subWindow ) { - - // Support: IE 11, Edge - if ( subWindow.addEventListener ) { - subWindow.addEventListener( "unload", unloadHandler, false ); - - // Support: IE 9 - 10 only - } else if ( subWindow.attachEvent ) { - subWindow.attachEvent( "onunload", unloadHandler ); - } - } - - /* Attributes - ---------------------------------------------------------------------- */ - - // Support: IE<8 - // Verify that getAttribute really returns attributes and not properties - // (excepting IE8 booleans) - support.attributes = assert(function( el ) { - el.className = "i"; - return !el.getAttribute("className"); - }); - - /* getElement(s)By* - ---------------------------------------------------------------------- */ - - // Check if getElementsByTagName("*") returns only elements - support.getElementsByTagName = assert(function( el ) { - el.appendChild( document.createComment("") ); - return !el.getElementsByTagName("*").length; - }); - - // Support: IE<9 - support.getElementsByClassName = rnative.test( document.getElementsByClassName ); - - // Support: IE<10 - // Check if getElementById returns elements by name - // The broken getElementById methods don't pick up programmatically-set names, - // so use a roundabout getElementsByName test - support.getById = assert(function( el ) { - docElem.appendChild( el ).id = expando; - return !document.getElementsByName || !document.getElementsByName( expando ).length; - }); - - // ID filter and find - if ( support.getById ) { - Expr.filter["ID"] = function( id ) { - var attrId = id.replace( runescape, funescape ); - return function( elem ) { - return elem.getAttribute("id") === attrId; - }; - }; - Expr.find["ID"] = function( id, context ) { - if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { - var elem = context.getElementById( id ); - return elem ? [ elem ] : []; - } - }; - } else { - Expr.filter["ID"] = function( id ) { - var attrId = id.replace( runescape, funescape ); - return function( elem ) { - var node = typeof elem.getAttributeNode !== "undefined" && - elem.getAttributeNode("id"); - return node && node.value === attrId; - }; - }; - - // Support: IE 6 - 7 only - // getElementById is not reliable as a find shortcut - Expr.find["ID"] = function( id, context ) { - if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { - var node, i, elems, - elem = context.getElementById( id ); - - if ( elem ) { - - // Verify the id attribute - node = elem.getAttributeNode("id"); - if ( node && node.value === id ) { - return [ elem ]; - } - - // Fall back on getElementsByName - elems = context.getElementsByName( id ); - i = 0; - while ( (elem = elems[i++]) ) { - node = elem.getAttributeNode("id"); - if ( node && node.value === id ) { - return [ elem ]; - } - } - } - - return []; - } - }; - } - - // Tag - Expr.find["TAG"] = support.getElementsByTagName ? - function( tag, context ) { - if ( typeof context.getElementsByTagName !== "undefined" ) { - return context.getElementsByTagName( tag ); - - // DocumentFragment nodes don't have gEBTN - } else if ( support.qsa ) { - return context.querySelectorAll( tag ); - } - } : - - function( tag, context ) { - var elem, - tmp = [], - i = 0, - // By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too - results = context.getElementsByTagName( tag ); - - // Filter out possible comments - if ( tag === "*" ) { - while ( (elem = results[i++]) ) { - if ( elem.nodeType === 1 ) { - tmp.push( elem ); - } - } - - return tmp; - } - return results; - }; - - // Class - Expr.find["CLASS"] = support.getElementsByClassName && function( className, context ) { - if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) { - return context.getElementsByClassName( className ); - } - }; - - /* QSA/matchesSelector - ---------------------------------------------------------------------- */ - - // QSA and matchesSelector support - - // matchesSelector(:active) reports false when true (IE9/Opera 11.5) - rbuggyMatches = []; - - // qSa(:focus) reports false when true (Chrome 21) - // We allow this because of a bug in IE8/9 that throws an error - // whenever `document.activeElement` is accessed on an iframe - // So, we allow :focus to pass through QSA all the time to avoid the IE error - // See https://bugs.jquery.com/ticket/13378 - rbuggyQSA = []; - - if ( (support.qsa = rnative.test( document.querySelectorAll )) ) { - // Build QSA regex - // Regex strategy adopted from Diego Perini - assert(function( el ) { - // Select is set to empty string on purpose - // This is to test IE's treatment of not explicitly - // setting a boolean content attribute, - // since its presence should be enough - // https://bugs.jquery.com/ticket/12359 - docElem.appendChild( el ).innerHTML = "" + - ""; - - // Support: IE8, Opera 11-12.16 - // Nothing should be selected when empty strings follow ^= or $= or *= - // The test attribute must be unknown in Opera but "safe" for WinRT - // https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section - if ( el.querySelectorAll("[msallowcapture^='']").length ) { - rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); - } - - // Support: IE8 - // Boolean attributes and "value" are not treated correctly - if ( !el.querySelectorAll("[selected]").length ) { - rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); - } - - // Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+ - if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) { - rbuggyQSA.push("~="); - } - - // Webkit/Opera - :checked should return selected option elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - // IE8 throws error here and will not see later tests - if ( !el.querySelectorAll(":checked").length ) { - rbuggyQSA.push(":checked"); - } - - // Support: Safari 8+, iOS 8+ - // https://bugs.webkit.org/show_bug.cgi?id=136851 - // In-page `selector#id sibling-combinator selector` fails - if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) { - rbuggyQSA.push(".#.+[+~]"); - } - }); - - assert(function( el ) { - el.innerHTML = "" + - ""; - - // Support: Windows 8 Native Apps - // The type and name attributes are restricted during .innerHTML assignment - var input = document.createElement("input"); - input.setAttribute( "type", "hidden" ); - el.appendChild( input ).setAttribute( "name", "D" ); - - // Support: IE8 - // Enforce case-sensitivity of name attribute - if ( el.querySelectorAll("[name=d]").length ) { - rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); - } - - // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) - // IE8 throws error here and will not see later tests - if ( el.querySelectorAll(":enabled").length !== 2 ) { - rbuggyQSA.push( ":enabled", ":disabled" ); - } - - // Support: IE9-11+ - // IE's :disabled selector does not pick up the children of disabled fieldsets - docElem.appendChild( el ).disabled = true; - if ( el.querySelectorAll(":disabled").length !== 2 ) { - rbuggyQSA.push( ":enabled", ":disabled" ); - } - - // Opera 10-11 does not throw on post-comma invalid pseudos - el.querySelectorAll("*,:x"); - rbuggyQSA.push(",.*:"); - }); - } - - if ( (support.matchesSelector = rnative.test( (matches = docElem.matches || - docElem.webkitMatchesSelector || - docElem.mozMatchesSelector || - docElem.oMatchesSelector || - docElem.msMatchesSelector) )) ) { - - assert(function( el ) { - // Check to see if it's possible to do matchesSelector - // on a disconnected node (IE 9) - support.disconnectedMatch = matches.call( el, "*" ); - - // This should fail with an exception - // Gecko does not error, returns false instead - matches.call( el, "[s!='']:x" ); - rbuggyMatches.push( "!=", pseudos ); - }); - } - - rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join("|") ); - rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join("|") ); - - /* Contains - ---------------------------------------------------------------------- */ - hasCompare = rnative.test( docElem.compareDocumentPosition ); - - // Element contains another - // Purposefully self-exclusive - // As in, an element does not contain itself - contains = hasCompare || rnative.test( docElem.contains ) ? - function( a, b ) { - var adown = a.nodeType === 9 ? a.documentElement : a, - bup = b && b.parentNode; - return a === bup || !!( bup && bup.nodeType === 1 && ( - adown.contains ? - adown.contains( bup ) : - a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 - )); - } : - function( a, b ) { - if ( b ) { - while ( (b = b.parentNode) ) { - if ( b === a ) { - return true; - } - } - } - return false; - }; - - /* Sorting - ---------------------------------------------------------------------- */ - - // Document order sorting - sortOrder = hasCompare ? - function( a, b ) { - - // Flag for duplicate removal - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - // Sort on method existence if only one input has compareDocumentPosition - var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; - if ( compare ) { - return compare; - } - - // Calculate position if both inputs belong to the same document - compare = ( a.ownerDocument || a ) === ( b.ownerDocument || b ) ? - a.compareDocumentPosition( b ) : - - // Otherwise we know they are disconnected - 1; - - // Disconnected nodes - if ( compare & 1 || - (!support.sortDetached && b.compareDocumentPosition( a ) === compare) ) { - - // Choose the first element that is related to our preferred document - if ( a === document || a.ownerDocument === preferredDoc && contains(preferredDoc, a) ) { - return -1; - } - if ( b === document || b.ownerDocument === preferredDoc && contains(preferredDoc, b) ) { - return 1; - } - - // Maintain original order - return sortInput ? - ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : - 0; - } - - return compare & 4 ? -1 : 1; - } : - function( a, b ) { - // Exit early if the nodes are identical - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - var cur, - i = 0, - aup = a.parentNode, - bup = b.parentNode, - ap = [ a ], - bp = [ b ]; - - // Parentless nodes are either documents or disconnected - if ( !aup || !bup ) { - return a === document ? -1 : - b === document ? 1 : - aup ? -1 : - bup ? 1 : - sortInput ? - ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : - 0; - - // If the nodes are siblings, we can do a quick check - } else if ( aup === bup ) { - return siblingCheck( a, b ); - } - - // Otherwise we need full lists of their ancestors for comparison - cur = a; - while ( (cur = cur.parentNode) ) { - ap.unshift( cur ); - } - cur = b; - while ( (cur = cur.parentNode) ) { - bp.unshift( cur ); - } - - // Walk down the tree looking for a discrepancy - while ( ap[i] === bp[i] ) { - i++; - } - - return i ? - // Do a sibling check if the nodes have a common ancestor - siblingCheck( ap[i], bp[i] ) : - - // Otherwise nodes in our document sort first - ap[i] === preferredDoc ? -1 : - bp[i] === preferredDoc ? 1 : - 0; - }; - - return document; -}; - -Sizzle.matches = function( expr, elements ) { - return Sizzle( expr, null, null, elements ); -}; - -Sizzle.matchesSelector = function( elem, expr ) { - // Set document vars if needed - if ( ( elem.ownerDocument || elem ) !== document ) { - setDocument( elem ); - } - - if ( support.matchesSelector && documentIsHTML && - !nonnativeSelectorCache[ expr + " " ] && - ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && - ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { - - try { - var ret = matches.call( elem, expr ); - - // IE 9's matchesSelector returns false on disconnected nodes - if ( ret || support.disconnectedMatch || - // As well, disconnected nodes are said to be in a document - // fragment in IE 9 - elem.document && elem.document.nodeType !== 11 ) { - return ret; - } - } catch (e) { - nonnativeSelectorCache( expr, true ); - } - } - - return Sizzle( expr, document, null, [ elem ] ).length > 0; -}; - -Sizzle.contains = function( context, elem ) { - // Set document vars if needed - if ( ( context.ownerDocument || context ) !== document ) { - setDocument( context ); - } - return contains( context, elem ); -}; - -Sizzle.attr = function( elem, name ) { - // Set document vars if needed - if ( ( elem.ownerDocument || elem ) !== document ) { - setDocument( elem ); - } - - var fn = Expr.attrHandle[ name.toLowerCase() ], - // Don't get fooled by Object.prototype properties (jQuery #13807) - val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? - fn( elem, name, !documentIsHTML ) : - undefined; - - return val !== undefined ? - val : - support.attributes || !documentIsHTML ? - elem.getAttribute( name ) : - (val = elem.getAttributeNode(name)) && val.specified ? - val.value : - null; -}; - -Sizzle.escape = function( sel ) { - return (sel + "").replace( rcssescape, fcssescape ); -}; - -Sizzle.error = function( msg ) { - throw new Error( "Syntax error, unrecognized expression: " + msg ); -}; - -/** - * Document sorting and removing duplicates - * @param {ArrayLike} results - */ -Sizzle.uniqueSort = function( results ) { - var elem, - duplicates = [], - j = 0, - i = 0; - - // Unless we *know* we can detect duplicates, assume their presence - hasDuplicate = !support.detectDuplicates; - sortInput = !support.sortStable && results.slice( 0 ); - results.sort( sortOrder ); - - if ( hasDuplicate ) { - while ( (elem = results[i++]) ) { - if ( elem === results[ i ] ) { - j = duplicates.push( i ); - } - } - while ( j-- ) { - results.splice( duplicates[ j ], 1 ); - } - } - - // Clear input after sorting to release objects - // See https://github.com/jquery/sizzle/pull/225 - sortInput = null; - - return results; -}; - -/** - * Utility function for retrieving the text value of an array of DOM nodes - * @param {Array|Element} elem - */ -getText = Sizzle.getText = function( elem ) { - var node, - ret = "", - i = 0, - nodeType = elem.nodeType; - - if ( !nodeType ) { - // If no nodeType, this is expected to be an array - while ( (node = elem[i++]) ) { - // Do not traverse comment nodes - ret += getText( node ); - } - } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { - // Use textContent for elements - // innerText usage removed for consistency of new lines (jQuery #11153) - if ( typeof elem.textContent === "string" ) { - return elem.textContent; - } else { - // Traverse its children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - ret += getText( elem ); - } - } - } else if ( nodeType === 3 || nodeType === 4 ) { - return elem.nodeValue; - } - // Do not include comment or processing instruction nodes - - return ret; -}; - -Expr = Sizzle.selectors = { - - // Can be adjusted by the user - cacheLength: 50, - - createPseudo: markFunction, - - match: matchExpr, - - attrHandle: {}, - - find: {}, - - relative: { - ">": { dir: "parentNode", first: true }, - " ": { dir: "parentNode" }, - "+": { dir: "previousSibling", first: true }, - "~": { dir: "previousSibling" } - }, - - preFilter: { - "ATTR": function( match ) { - match[1] = match[1].replace( runescape, funescape ); - - // Move the given value to match[3] whether quoted or unquoted - match[3] = ( match[3] || match[4] || match[5] || "" ).replace( runescape, funescape ); - - if ( match[2] === "~=" ) { - match[3] = " " + match[3] + " "; - } - - return match.slice( 0, 4 ); - }, - - "CHILD": function( match ) { - /* matches from matchExpr["CHILD"] - 1 type (only|nth|...) - 2 what (child|of-type) - 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) - 4 xn-component of xn+y argument ([+-]?\d*n|) - 5 sign of xn-component - 6 x of xn-component - 7 sign of y-component - 8 y of y-component - */ - match[1] = match[1].toLowerCase(); - - if ( match[1].slice( 0, 3 ) === "nth" ) { - // nth-* requires argument - if ( !match[3] ) { - Sizzle.error( match[0] ); - } - - // numeric x and y parameters for Expr.filter.CHILD - // remember that false/true cast respectively to 0/1 - match[4] = +( match[4] ? match[5] + (match[6] || 1) : 2 * ( match[3] === "even" || match[3] === "odd" ) ); - match[5] = +( ( match[7] + match[8] ) || match[3] === "odd" ); - - // other types prohibit arguments - } else if ( match[3] ) { - Sizzle.error( match[0] ); - } - - return match; - }, - - "PSEUDO": function( match ) { - var excess, - unquoted = !match[6] && match[2]; - - if ( matchExpr["CHILD"].test( match[0] ) ) { - return null; - } - - // Accept quoted arguments as-is - if ( match[3] ) { - match[2] = match[4] || match[5] || ""; - - // Strip excess characters from unquoted arguments - } else if ( unquoted && rpseudo.test( unquoted ) && - // Get excess from tokenize (recursively) - (excess = tokenize( unquoted, true )) && - // advance to the next closing parenthesis - (excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length) ) { - - // excess is a negative index - match[0] = match[0].slice( 0, excess ); - match[2] = unquoted.slice( 0, excess ); - } - - // Return only captures needed by the pseudo filter method (type and argument) - return match.slice( 0, 3 ); - } - }, - - filter: { - - "TAG": function( nodeNameSelector ) { - var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); - return nodeNameSelector === "*" ? - function() { return true; } : - function( elem ) { - return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; - }; - }, - - "CLASS": function( className ) { - var pattern = classCache[ className + " " ]; - - return pattern || - (pattern = new RegExp( "(^|" + whitespace + ")" + className + "(" + whitespace + "|$)" )) && - classCache( className, function( elem ) { - return pattern.test( typeof elem.className === "string" && elem.className || typeof elem.getAttribute !== "undefined" && elem.getAttribute("class") || "" ); - }); - }, - - "ATTR": function( name, operator, check ) { - return function( elem ) { - var result = Sizzle.attr( elem, name ); - - if ( result == null ) { - return operator === "!="; - } - if ( !operator ) { - return true; - } - - result += ""; - - return operator === "=" ? result === check : - operator === "!=" ? result !== check : - operator === "^=" ? check && result.indexOf( check ) === 0 : - operator === "*=" ? check && result.indexOf( check ) > -1 : - operator === "$=" ? check && result.slice( -check.length ) === check : - operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 : - operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : - false; - }; - }, - - "CHILD": function( type, what, argument, first, last ) { - var simple = type.slice( 0, 3 ) !== "nth", - forward = type.slice( -4 ) !== "last", - ofType = what === "of-type"; - - return first === 1 && last === 0 ? - - // Shortcut for :nth-*(n) - function( elem ) { - return !!elem.parentNode; - } : - - function( elem, context, xml ) { - var cache, uniqueCache, outerCache, node, nodeIndex, start, - dir = simple !== forward ? "nextSibling" : "previousSibling", - parent = elem.parentNode, - name = ofType && elem.nodeName.toLowerCase(), - useCache = !xml && !ofType, - diff = false; - - if ( parent ) { - - // :(first|last|only)-(child|of-type) - if ( simple ) { - while ( dir ) { - node = elem; - while ( (node = node[ dir ]) ) { - if ( ofType ? - node.nodeName.toLowerCase() === name : - node.nodeType === 1 ) { - - return false; - } - } - // Reverse direction for :only-* (if we haven't yet done so) - start = dir = type === "only" && !start && "nextSibling"; - } - return true; - } - - start = [ forward ? parent.firstChild : parent.lastChild ]; - - // non-xml :nth-child(...) stores cache data on `parent` - if ( forward && useCache ) { - - // Seek `elem` from a previously-cached index - - // ...in a gzip-friendly way - node = parent; - outerCache = node[ expando ] || (node[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - (outerCache[ node.uniqueID ] = {}); - - cache = uniqueCache[ type ] || []; - nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; - diff = nodeIndex && cache[ 2 ]; - node = nodeIndex && parent.childNodes[ nodeIndex ]; - - while ( (node = ++nodeIndex && node && node[ dir ] || - - // Fallback to seeking `elem` from the start - (diff = nodeIndex = 0) || start.pop()) ) { - - // When found, cache indexes on `parent` and break - if ( node.nodeType === 1 && ++diff && node === elem ) { - uniqueCache[ type ] = [ dirruns, nodeIndex, diff ]; - break; - } - } - - } else { - // Use previously-cached element index if available - if ( useCache ) { - // ...in a gzip-friendly way - node = elem; - outerCache = node[ expando ] || (node[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - (outerCache[ node.uniqueID ] = {}); - - cache = uniqueCache[ type ] || []; - nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; - diff = nodeIndex; - } - - // xml :nth-child(...) - // or :nth-last-child(...) or :nth(-last)?-of-type(...) - if ( diff === false ) { - // Use the same loop as above to seek `elem` from the start - while ( (node = ++nodeIndex && node && node[ dir ] || - (diff = nodeIndex = 0) || start.pop()) ) { - - if ( ( ofType ? - node.nodeName.toLowerCase() === name : - node.nodeType === 1 ) && - ++diff ) { - - // Cache the index of each encountered element - if ( useCache ) { - outerCache = node[ expando ] || (node[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - (outerCache[ node.uniqueID ] = {}); - - uniqueCache[ type ] = [ dirruns, diff ]; - } - - if ( node === elem ) { - break; - } - } - } - } - } - - // Incorporate the offset, then check against cycle size - diff -= last; - return diff === first || ( diff % first === 0 && diff / first >= 0 ); - } - }; - }, - - "PSEUDO": function( pseudo, argument ) { - // pseudo-class names are case-insensitive - // http://www.w3.org/TR/selectors/#pseudo-classes - // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters - // Remember that setFilters inherits from pseudos - var args, - fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || - Sizzle.error( "unsupported pseudo: " + pseudo ); - - // The user may use createPseudo to indicate that - // arguments are needed to create the filter function - // just as Sizzle does - if ( fn[ expando ] ) { - return fn( argument ); - } - - // But maintain support for old signatures - if ( fn.length > 1 ) { - args = [ pseudo, pseudo, "", argument ]; - return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? - markFunction(function( seed, matches ) { - var idx, - matched = fn( seed, argument ), - i = matched.length; - while ( i-- ) { - idx = indexOf( seed, matched[i] ); - seed[ idx ] = !( matches[ idx ] = matched[i] ); - } - }) : - function( elem ) { - return fn( elem, 0, args ); - }; - } - - return fn; - } - }, - - pseudos: { - // Potentially complex pseudos - "not": markFunction(function( selector ) { - // Trim the selector passed to compile - // to avoid treating leading and trailing - // spaces as combinators - var input = [], - results = [], - matcher = compile( selector.replace( rtrim, "$1" ) ); - - return matcher[ expando ] ? - markFunction(function( seed, matches, context, xml ) { - var elem, - unmatched = matcher( seed, null, xml, [] ), - i = seed.length; - - // Match elements unmatched by `matcher` - while ( i-- ) { - if ( (elem = unmatched[i]) ) { - seed[i] = !(matches[i] = elem); - } - } - }) : - function( elem, context, xml ) { - input[0] = elem; - matcher( input, null, xml, results ); - // Don't keep the element (issue #299) - input[0] = null; - return !results.pop(); - }; - }), - - "has": markFunction(function( selector ) { - return function( elem ) { - return Sizzle( selector, elem ).length > 0; - }; - }), - - "contains": markFunction(function( text ) { - text = text.replace( runescape, funescape ); - return function( elem ) { - return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1; - }; - }), - - // "Whether an element is represented by a :lang() selector - // is based solely on the element's language value - // being equal to the identifier C, - // or beginning with the identifier C immediately followed by "-". - // The matching of C against the element's language value is performed case-insensitively. - // The identifier C does not have to be a valid language name." - // http://www.w3.org/TR/selectors/#lang-pseudo - "lang": markFunction( function( lang ) { - // lang value must be a valid identifier - if ( !ridentifier.test(lang || "") ) { - Sizzle.error( "unsupported lang: " + lang ); - } - lang = lang.replace( runescape, funescape ).toLowerCase(); - return function( elem ) { - var elemLang; - do { - if ( (elemLang = documentIsHTML ? - elem.lang : - elem.getAttribute("xml:lang") || elem.getAttribute("lang")) ) { - - elemLang = elemLang.toLowerCase(); - return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; - } - } while ( (elem = elem.parentNode) && elem.nodeType === 1 ); - return false; - }; - }), - - // Miscellaneous - "target": function( elem ) { - var hash = window.location && window.location.hash; - return hash && hash.slice( 1 ) === elem.id; - }, - - "root": function( elem ) { - return elem === docElem; - }, - - "focus": function( elem ) { - return elem === document.activeElement && (!document.hasFocus || document.hasFocus()) && !!(elem.type || elem.href || ~elem.tabIndex); - }, - - // Boolean properties - "enabled": createDisabledPseudo( false ), - "disabled": createDisabledPseudo( true ), - - "checked": function( elem ) { - // In CSS3, :checked should return both checked and selected elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - var nodeName = elem.nodeName.toLowerCase(); - return (nodeName === "input" && !!elem.checked) || (nodeName === "option" && !!elem.selected); - }, - - "selected": function( elem ) { - // Accessing this property makes selected-by-default - // options in Safari work properly - if ( elem.parentNode ) { - elem.parentNode.selectedIndex; - } - - return elem.selected === true; - }, - - // Contents - "empty": function( elem ) { - // http://www.w3.org/TR/selectors/#empty-pseudo - // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), - // but not by others (comment: 8; processing instruction: 7; etc.) - // nodeType < 6 works because attributes (2) do not appear as children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - if ( elem.nodeType < 6 ) { - return false; - } - } - return true; - }, - - "parent": function( elem ) { - return !Expr.pseudos["empty"]( elem ); - }, - - // Element/input types - "header": function( elem ) { - return rheader.test( elem.nodeName ); - }, - - "input": function( elem ) { - return rinputs.test( elem.nodeName ); - }, - - "button": function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === "button" || name === "button"; - }, - - "text": function( elem ) { - var attr; - return elem.nodeName.toLowerCase() === "input" && - elem.type === "text" && - - // Support: IE<8 - // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" - ( (attr = elem.getAttribute("type")) == null || attr.toLowerCase() === "text" ); - }, - - // Position-in-collection - "first": createPositionalPseudo(function() { - return [ 0 ]; - }), - - "last": createPositionalPseudo(function( matchIndexes, length ) { - return [ length - 1 ]; - }), - - "eq": createPositionalPseudo(function( matchIndexes, length, argument ) { - return [ argument < 0 ? argument + length : argument ]; - }), - - "even": createPositionalPseudo(function( matchIndexes, length ) { - var i = 0; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "odd": createPositionalPseudo(function( matchIndexes, length ) { - var i = 1; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "lt": createPositionalPseudo(function( matchIndexes, length, argument ) { - var i = argument < 0 ? - argument + length : - argument > length ? - length : - argument; - for ( ; --i >= 0; ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "gt": createPositionalPseudo(function( matchIndexes, length, argument ) { - var i = argument < 0 ? argument + length : argument; - for ( ; ++i < length; ) { - matchIndexes.push( i ); - } - return matchIndexes; - }) - } -}; - -Expr.pseudos["nth"] = Expr.pseudos["eq"]; - -// Add button/input type pseudos -for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { - Expr.pseudos[ i ] = createInputPseudo( i ); -} -for ( i in { submit: true, reset: true } ) { - Expr.pseudos[ i ] = createButtonPseudo( i ); -} - -// Easy API for creating new setFilters -function setFilters() {} -setFilters.prototype = Expr.filters = Expr.pseudos; -Expr.setFilters = new setFilters(); - -tokenize = Sizzle.tokenize = function( selector, parseOnly ) { - var matched, match, tokens, type, - soFar, groups, preFilters, - cached = tokenCache[ selector + " " ]; - - if ( cached ) { - return parseOnly ? 0 : cached.slice( 0 ); - } - - soFar = selector; - groups = []; - preFilters = Expr.preFilter; - - while ( soFar ) { - - // Comma and first run - if ( !matched || (match = rcomma.exec( soFar )) ) { - if ( match ) { - // Don't consume trailing commas as valid - soFar = soFar.slice( match[0].length ) || soFar; - } - groups.push( (tokens = []) ); - } - - matched = false; - - // Combinators - if ( (match = rcombinators.exec( soFar )) ) { - matched = match.shift(); - tokens.push({ - value: matched, - // Cast descendant combinators to space - type: match[0].replace( rtrim, " " ) - }); - soFar = soFar.slice( matched.length ); - } - - // Filters - for ( type in Expr.filter ) { - if ( (match = matchExpr[ type ].exec( soFar )) && (!preFilters[ type ] || - (match = preFilters[ type ]( match ))) ) { - matched = match.shift(); - tokens.push({ - value: matched, - type: type, - matches: match - }); - soFar = soFar.slice( matched.length ); - } - } - - if ( !matched ) { - break; - } - } - - // Return the length of the invalid excess - // if we're just parsing - // Otherwise, throw an error or return tokens - return parseOnly ? - soFar.length : - soFar ? - Sizzle.error( selector ) : - // Cache the tokens - tokenCache( selector, groups ).slice( 0 ); -}; - -function toSelector( tokens ) { - var i = 0, - len = tokens.length, - selector = ""; - for ( ; i < len; i++ ) { - selector += tokens[i].value; - } - return selector; -} - -function addCombinator( matcher, combinator, base ) { - var dir = combinator.dir, - skip = combinator.next, - key = skip || dir, - checkNonElements = base && key === "parentNode", - doneName = done++; - - return combinator.first ? - // Check against closest ancestor/preceding element - function( elem, context, xml ) { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - return matcher( elem, context, xml ); - } - } - return false; - } : - - // Check against all ancestor/preceding elements - function( elem, context, xml ) { - var oldCache, uniqueCache, outerCache, - newCache = [ dirruns, doneName ]; - - // We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching - if ( xml ) { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - if ( matcher( elem, context, xml ) ) { - return true; - } - } - } - } else { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - outerCache = elem[ expando ] || (elem[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ elem.uniqueID ] || (outerCache[ elem.uniqueID ] = {}); - - if ( skip && skip === elem.nodeName.toLowerCase() ) { - elem = elem[ dir ] || elem; - } else if ( (oldCache = uniqueCache[ key ]) && - oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { - - // Assign to newCache so results back-propagate to previous elements - return (newCache[ 2 ] = oldCache[ 2 ]); - } else { - // Reuse newcache so results back-propagate to previous elements - uniqueCache[ key ] = newCache; - - // A match means we're done; a fail means we have to keep checking - if ( (newCache[ 2 ] = matcher( elem, context, xml )) ) { - return true; - } - } - } - } - } - return false; - }; -} - -function elementMatcher( matchers ) { - return matchers.length > 1 ? - function( elem, context, xml ) { - var i = matchers.length; - while ( i-- ) { - if ( !matchers[i]( elem, context, xml ) ) { - return false; - } - } - return true; - } : - matchers[0]; -} - -function multipleContexts( selector, contexts, results ) { - var i = 0, - len = contexts.length; - for ( ; i < len; i++ ) { - Sizzle( selector, contexts[i], results ); - } - return results; -} - -function condense( unmatched, map, filter, context, xml ) { - var elem, - newUnmatched = [], - i = 0, - len = unmatched.length, - mapped = map != null; - - for ( ; i < len; i++ ) { - if ( (elem = unmatched[i]) ) { - if ( !filter || filter( elem, context, xml ) ) { - newUnmatched.push( elem ); - if ( mapped ) { - map.push( i ); - } - } - } - } - - return newUnmatched; -} - -function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { - if ( postFilter && !postFilter[ expando ] ) { - postFilter = setMatcher( postFilter ); - } - if ( postFinder && !postFinder[ expando ] ) { - postFinder = setMatcher( postFinder, postSelector ); - } - return markFunction(function( seed, results, context, xml ) { - var temp, i, elem, - preMap = [], - postMap = [], - preexisting = results.length, - - // Get initial elements from seed or context - elems = seed || multipleContexts( selector || "*", context.nodeType ? [ context ] : context, [] ), - - // Prefilter to get matcher input, preserving a map for seed-results synchronization - matcherIn = preFilter && ( seed || !selector ) ? - condense( elems, preMap, preFilter, context, xml ) : - elems, - - matcherOut = matcher ? - // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, - postFinder || ( seed ? preFilter : preexisting || postFilter ) ? - - // ...intermediate processing is necessary - [] : - - // ...otherwise use results directly - results : - matcherIn; - - // Find primary matches - if ( matcher ) { - matcher( matcherIn, matcherOut, context, xml ); - } - - // Apply postFilter - if ( postFilter ) { - temp = condense( matcherOut, postMap ); - postFilter( temp, [], context, xml ); - - // Un-match failing elements by moving them back to matcherIn - i = temp.length; - while ( i-- ) { - if ( (elem = temp[i]) ) { - matcherOut[ postMap[i] ] = !(matcherIn[ postMap[i] ] = elem); - } - } - } - - if ( seed ) { - if ( postFinder || preFilter ) { - if ( postFinder ) { - // Get the final matcherOut by condensing this intermediate into postFinder contexts - temp = []; - i = matcherOut.length; - while ( i-- ) { - if ( (elem = matcherOut[i]) ) { - // Restore matcherIn since elem is not yet a final match - temp.push( (matcherIn[i] = elem) ); - } - } - postFinder( null, (matcherOut = []), temp, xml ); - } - - // Move matched elements from seed to results to keep them synchronized - i = matcherOut.length; - while ( i-- ) { - if ( (elem = matcherOut[i]) && - (temp = postFinder ? indexOf( seed, elem ) : preMap[i]) > -1 ) { - - seed[temp] = !(results[temp] = elem); - } - } - } - - // Add elements to results, through postFinder if defined - } else { - matcherOut = condense( - matcherOut === results ? - matcherOut.splice( preexisting, matcherOut.length ) : - matcherOut - ); - if ( postFinder ) { - postFinder( null, results, matcherOut, xml ); - } else { - push.apply( results, matcherOut ); - } - } - }); -} - -function matcherFromTokens( tokens ) { - var checkContext, matcher, j, - len = tokens.length, - leadingRelative = Expr.relative[ tokens[0].type ], - implicitRelative = leadingRelative || Expr.relative[" "], - i = leadingRelative ? 1 : 0, - - // The foundational matcher ensures that elements are reachable from top-level context(s) - matchContext = addCombinator( function( elem ) { - return elem === checkContext; - }, implicitRelative, true ), - matchAnyContext = addCombinator( function( elem ) { - return indexOf( checkContext, elem ) > -1; - }, implicitRelative, true ), - matchers = [ function( elem, context, xml ) { - var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( - (checkContext = context).nodeType ? - matchContext( elem, context, xml ) : - matchAnyContext( elem, context, xml ) ); - // Avoid hanging onto element (issue #299) - checkContext = null; - return ret; - } ]; - - for ( ; i < len; i++ ) { - if ( (matcher = Expr.relative[ tokens[i].type ]) ) { - matchers = [ addCombinator(elementMatcher( matchers ), matcher) ]; - } else { - matcher = Expr.filter[ tokens[i].type ].apply( null, tokens[i].matches ); - - // Return special upon seeing a positional matcher - if ( matcher[ expando ] ) { - // Find the next relative operator (if any) for proper handling - j = ++i; - for ( ; j < len; j++ ) { - if ( Expr.relative[ tokens[j].type ] ) { - break; - } - } - return setMatcher( - i > 1 && elementMatcher( matchers ), - i > 1 && toSelector( - // If the preceding token was a descendant combinator, insert an implicit any-element `*` - tokens.slice( 0, i - 1 ).concat({ value: tokens[ i - 2 ].type === " " ? "*" : "" }) - ).replace( rtrim, "$1" ), - matcher, - i < j && matcherFromTokens( tokens.slice( i, j ) ), - j < len && matcherFromTokens( (tokens = tokens.slice( j )) ), - j < len && toSelector( tokens ) - ); - } - matchers.push( matcher ); - } - } - - return elementMatcher( matchers ); -} - -function matcherFromGroupMatchers( elementMatchers, setMatchers ) { - var bySet = setMatchers.length > 0, - byElement = elementMatchers.length > 0, - superMatcher = function( seed, context, xml, results, outermost ) { - var elem, j, matcher, - matchedCount = 0, - i = "0", - unmatched = seed && [], - setMatched = [], - contextBackup = outermostContext, - // We must always have either seed elements or outermost context - elems = seed || byElement && Expr.find["TAG"]( "*", outermost ), - // Use integer dirruns iff this is the outermost matcher - dirrunsUnique = (dirruns += contextBackup == null ? 1 : Math.random() || 0.1), - len = elems.length; - - if ( outermost ) { - outermostContext = context === document || context || outermost; - } - - // Add elements passing elementMatchers directly to results - // Support: IE<9, Safari - // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id - for ( ; i !== len && (elem = elems[i]) != null; i++ ) { - if ( byElement && elem ) { - j = 0; - if ( !context && elem.ownerDocument !== document ) { - setDocument( elem ); - xml = !documentIsHTML; - } - while ( (matcher = elementMatchers[j++]) ) { - if ( matcher( elem, context || document, xml) ) { - results.push( elem ); - break; - } - } - if ( outermost ) { - dirruns = dirrunsUnique; - } - } - - // Track unmatched elements for set filters - if ( bySet ) { - // They will have gone through all possible matchers - if ( (elem = !matcher && elem) ) { - matchedCount--; - } - - // Lengthen the array for every element, matched or not - if ( seed ) { - unmatched.push( elem ); - } - } - } - - // `i` is now the count of elements visited above, and adding it to `matchedCount` - // makes the latter nonnegative. - matchedCount += i; - - // Apply set filters to unmatched elements - // NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount` - // equals `i`), unless we didn't visit _any_ elements in the above loop because we have - // no element matchers and no seed. - // Incrementing an initially-string "0" `i` allows `i` to remain a string only in that - // case, which will result in a "00" `matchedCount` that differs from `i` but is also - // numerically zero. - if ( bySet && i !== matchedCount ) { - j = 0; - while ( (matcher = setMatchers[j++]) ) { - matcher( unmatched, setMatched, context, xml ); - } - - if ( seed ) { - // Reintegrate element matches to eliminate the need for sorting - if ( matchedCount > 0 ) { - while ( i-- ) { - if ( !(unmatched[i] || setMatched[i]) ) { - setMatched[i] = pop.call( results ); - } - } - } - - // Discard index placeholder values to get only actual matches - setMatched = condense( setMatched ); - } - - // Add matches to results - push.apply( results, setMatched ); - - // Seedless set matches succeeding multiple successful matchers stipulate sorting - if ( outermost && !seed && setMatched.length > 0 && - ( matchedCount + setMatchers.length ) > 1 ) { - - Sizzle.uniqueSort( results ); - } - } - - // Override manipulation of globals by nested matchers - if ( outermost ) { - dirruns = dirrunsUnique; - outermostContext = contextBackup; - } - - return unmatched; - }; - - return bySet ? - markFunction( superMatcher ) : - superMatcher; -} - -compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { - var i, - setMatchers = [], - elementMatchers = [], - cached = compilerCache[ selector + " " ]; - - if ( !cached ) { - // Generate a function of recursive functions that can be used to check each element - if ( !match ) { - match = tokenize( selector ); - } - i = match.length; - while ( i-- ) { - cached = matcherFromTokens( match[i] ); - if ( cached[ expando ] ) { - setMatchers.push( cached ); - } else { - elementMatchers.push( cached ); - } - } - - // Cache the compiled function - cached = compilerCache( selector, matcherFromGroupMatchers( elementMatchers, setMatchers ) ); - - // Save selector and tokenization - cached.selector = selector; - } - return cached; -}; - -/** - * A low-level selection function that works with Sizzle's compiled - * selector functions - * @param {String|Function} selector A selector or a pre-compiled - * selector function built with Sizzle.compile - * @param {Element} context - * @param {Array} [results] - * @param {Array} [seed] A set of elements to match against - */ -select = Sizzle.select = function( selector, context, results, seed ) { - var i, tokens, token, type, find, - compiled = typeof selector === "function" && selector, - match = !seed && tokenize( (selector = compiled.selector || selector) ); - - results = results || []; - - // Try to minimize operations if there is only one selector in the list and no seed - // (the latter of which guarantees us context) - if ( match.length === 1 ) { - - // Reduce context if the leading compound selector is an ID - tokens = match[0] = match[0].slice( 0 ); - if ( tokens.length > 2 && (token = tokens[0]).type === "ID" && - context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[1].type ] ) { - - context = ( Expr.find["ID"]( token.matches[0].replace(runescape, funescape), context ) || [] )[0]; - if ( !context ) { - return results; - - // Precompiled matchers will still verify ancestry, so step up a level - } else if ( compiled ) { - context = context.parentNode; - } - - selector = selector.slice( tokens.shift().value.length ); - } - - // Fetch a seed set for right-to-left matching - i = matchExpr["needsContext"].test( selector ) ? 0 : tokens.length; - while ( i-- ) { - token = tokens[i]; - - // Abort if we hit a combinator - if ( Expr.relative[ (type = token.type) ] ) { - break; - } - if ( (find = Expr.find[ type ]) ) { - // Search, expanding context for leading sibling combinators - if ( (seed = find( - token.matches[0].replace( runescape, funescape ), - rsibling.test( tokens[0].type ) && testContext( context.parentNode ) || context - )) ) { - - // If seed is empty or no tokens remain, we can return early - tokens.splice( i, 1 ); - selector = seed.length && toSelector( tokens ); - if ( !selector ) { - push.apply( results, seed ); - return results; - } - - break; - } - } - } - } - - // Compile and execute a filtering function if one is not provided - // Provide `match` to avoid retokenization if we modified the selector above - ( compiled || compile( selector, match ) )( - seed, - context, - !documentIsHTML, - results, - !context || rsibling.test( selector ) && testContext( context.parentNode ) || context - ); - return results; -}; - -// One-time assignments - -// Sort stability -support.sortStable = expando.split("").sort( sortOrder ).join("") === expando; - -// Support: Chrome 14-35+ -// Always assume duplicates if they aren't passed to the comparison function -support.detectDuplicates = !!hasDuplicate; - -// Initialize against the default document -setDocument(); - -// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) -// Detached nodes confoundingly follow *each other* -support.sortDetached = assert(function( el ) { - // Should return 1, but returns 4 (following) - return el.compareDocumentPosition( document.createElement("fieldset") ) & 1; -}); - -// Support: IE<8 -// Prevent attribute/property "interpolation" -// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx -if ( !assert(function( el ) { - el.innerHTML = ""; - return el.firstChild.getAttribute("href") === "#" ; -}) ) { - addHandle( "type|href|height|width", function( elem, name, isXML ) { - if ( !isXML ) { - return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); - } - }); -} - -// Support: IE<9 -// Use defaultValue in place of getAttribute("value") -if ( !support.attributes || !assert(function( el ) { - el.innerHTML = ""; - el.firstChild.setAttribute( "value", "" ); - return el.firstChild.getAttribute( "value" ) === ""; -}) ) { - addHandle( "value", function( elem, name, isXML ) { - if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { - return elem.defaultValue; - } - }); -} - -// Support: IE<9 -// Use getAttributeNode to fetch booleans when getAttribute lies -if ( !assert(function( el ) { - return el.getAttribute("disabled") == null; -}) ) { - addHandle( booleans, function( elem, name, isXML ) { - var val; - if ( !isXML ) { - return elem[ name ] === true ? name.toLowerCase() : - (val = elem.getAttributeNode( name )) && val.specified ? - val.value : - null; - } - }); -} - -return Sizzle; - -})( window ); - - - -jQuery.find = Sizzle; -jQuery.expr = Sizzle.selectors; - -// Deprecated -jQuery.expr[ ":" ] = jQuery.expr.pseudos; -jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort; -jQuery.text = Sizzle.getText; -jQuery.isXMLDoc = Sizzle.isXML; -jQuery.contains = Sizzle.contains; -jQuery.escapeSelector = Sizzle.escape; - - - - -var dir = function( elem, dir, until ) { - var matched = [], - truncate = until !== undefined; - - while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) { - if ( elem.nodeType === 1 ) { - if ( truncate && jQuery( elem ).is( until ) ) { - break; - } - matched.push( elem ); - } - } - return matched; -}; - - -var siblings = function( n, elem ) { - var matched = []; - - for ( ; n; n = n.nextSibling ) { - if ( n.nodeType === 1 && n !== elem ) { - matched.push( n ); - } - } - - return matched; -}; - - -var rneedsContext = jQuery.expr.match.needsContext; - - - -function nodeName( elem, name ) { - - return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); - -}; -var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i ); - - - -// Implement the identical functionality for filter and not -function winnow( elements, qualifier, not ) { - if ( isFunction( qualifier ) ) { - return jQuery.grep( elements, function( elem, i ) { - return !!qualifier.call( elem, i, elem ) !== not; - } ); - } - - // Single element - if ( qualifier.nodeType ) { - return jQuery.grep( elements, function( elem ) { - return ( elem === qualifier ) !== not; - } ); - } - - // Arraylike of elements (jQuery, arguments, Array) - if ( typeof qualifier !== "string" ) { - return jQuery.grep( elements, function( elem ) { - return ( indexOf.call( qualifier, elem ) > -1 ) !== not; - } ); - } - - // Filtered directly for both simple and complex selectors - return jQuery.filter( qualifier, elements, not ); -} - -jQuery.filter = function( expr, elems, not ) { - var elem = elems[ 0 ]; - - if ( not ) { - expr = ":not(" + expr + ")"; - } - - if ( elems.length === 1 && elem.nodeType === 1 ) { - return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : []; - } - - return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { - return elem.nodeType === 1; - } ) ); -}; - -jQuery.fn.extend( { - find: function( selector ) { - var i, ret, - len = this.length, - self = this; - - if ( typeof selector !== "string" ) { - return this.pushStack( jQuery( selector ).filter( function() { - for ( i = 0; i < len; i++ ) { - if ( jQuery.contains( self[ i ], this ) ) { - return true; - } - } - } ) ); - } - - ret = this.pushStack( [] ); - - for ( i = 0; i < len; i++ ) { - jQuery.find( selector, self[ i ], ret ); - } - - return len > 1 ? jQuery.uniqueSort( ret ) : ret; - }, - filter: function( selector ) { - return this.pushStack( winnow( this, selector || [], false ) ); - }, - not: function( selector ) { - return this.pushStack( winnow( this, selector || [], true ) ); - }, - is: function( selector ) { - return !!winnow( - this, - - // If this is a positional/relative selector, check membership in the returned set - // so $("p:first").is("p:last") won't return true for a doc with two "p". - typeof selector === "string" && rneedsContext.test( selector ) ? - jQuery( selector ) : - selector || [], - false - ).length; - } -} ); - - -// Initialize a jQuery object - - -// A central reference to the root jQuery(document) -var rootjQuery, - - // A simple way to check for HTML strings - // Prioritize #id over to avoid XSS via location.hash (#9521) - // Strict HTML recognition (#11290: must start with <) - // Shortcut simple #id case for speed - rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/, - - init = jQuery.fn.init = function( selector, context, root ) { - var match, elem; - - // HANDLE: $(""), $(null), $(undefined), $(false) - if ( !selector ) { - return this; - } - - // Method init() accepts an alternate rootjQuery - // so migrate can support jQuery.sub (gh-2101) - root = root || rootjQuery; - - // Handle HTML strings - if ( typeof selector === "string" ) { - if ( selector[ 0 ] === "<" && - selector[ selector.length - 1 ] === ">" && - selector.length >= 3 ) { - - // Assume that strings that start and end with <> are HTML and skip the regex check - match = [ null, selector, null ]; - - } else { - match = rquickExpr.exec( selector ); - } - - // Match html or make sure no context is specified for #id - if ( match && ( match[ 1 ] || !context ) ) { - - // HANDLE: $(html) -> $(array) - if ( match[ 1 ] ) { - context = context instanceof jQuery ? context[ 0 ] : context; - - // Option to run scripts is true for back-compat - // Intentionally let the error be thrown if parseHTML is not present - jQuery.merge( this, jQuery.parseHTML( - match[ 1 ], - context && context.nodeType ? context.ownerDocument || context : document, - true - ) ); - - // HANDLE: $(html, props) - if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) { - for ( match in context ) { - - // Properties of context are called as methods if possible - if ( isFunction( this[ match ] ) ) { - this[ match ]( context[ match ] ); - - // ...and otherwise set as attributes - } else { - this.attr( match, context[ match ] ); - } - } - } - - return this; - - // HANDLE: $(#id) - } else { - elem = document.getElementById( match[ 2 ] ); - - if ( elem ) { - - // Inject the element directly into the jQuery object - this[ 0 ] = elem; - this.length = 1; - } - return this; - } - - // HANDLE: $(expr, $(...)) - } else if ( !context || context.jquery ) { - return ( context || root ).find( selector ); - - // HANDLE: $(expr, context) - // (which is just equivalent to: $(context).find(expr) - } else { - return this.constructor( context ).find( selector ); - } - - // HANDLE: $(DOMElement) - } else if ( selector.nodeType ) { - this[ 0 ] = selector; - this.length = 1; - return this; - - // HANDLE: $(function) - // Shortcut for document ready - } else if ( isFunction( selector ) ) { - return root.ready !== undefined ? - root.ready( selector ) : - - // Execute immediately if ready is not present - selector( jQuery ); - } - - return jQuery.makeArray( selector, this ); - }; - -// Give the init function the jQuery prototype for later instantiation -init.prototype = jQuery.fn; - -// Initialize central reference -rootjQuery = jQuery( document ); - - -var rparentsprev = /^(?:parents|prev(?:Until|All))/, - - // Methods guaranteed to produce a unique set when starting from a unique set - guaranteedUnique = { - children: true, - contents: true, - next: true, - prev: true - }; - -jQuery.fn.extend( { - has: function( target ) { - var targets = jQuery( target, this ), - l = targets.length; - - return this.filter( function() { - var i = 0; - for ( ; i < l; i++ ) { - if ( jQuery.contains( this, targets[ i ] ) ) { - return true; - } - } - } ); - }, - - closest: function( selectors, context ) { - var cur, - i = 0, - l = this.length, - matched = [], - targets = typeof selectors !== "string" && jQuery( selectors ); - - // Positional selectors never match, since there's no _selection_ context - if ( !rneedsContext.test( selectors ) ) { - for ( ; i < l; i++ ) { - for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) { - - // Always skip document fragments - if ( cur.nodeType < 11 && ( targets ? - targets.index( cur ) > -1 : - - // Don't pass non-elements to Sizzle - cur.nodeType === 1 && - jQuery.find.matchesSelector( cur, selectors ) ) ) { - - matched.push( cur ); - break; - } - } - } - } - - return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched ); - }, - - // Determine the position of an element within the set - index: function( elem ) { - - // No argument, return index in parent - if ( !elem ) { - return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1; - } - - // Index in selector - if ( typeof elem === "string" ) { - return indexOf.call( jQuery( elem ), this[ 0 ] ); - } - - // Locate the position of the desired element - return indexOf.call( this, - - // If it receives a jQuery object, the first element is used - elem.jquery ? elem[ 0 ] : elem - ); - }, - - add: function( selector, context ) { - return this.pushStack( - jQuery.uniqueSort( - jQuery.merge( this.get(), jQuery( selector, context ) ) - ) - ); - }, - - addBack: function( selector ) { - return this.add( selector == null ? - this.prevObject : this.prevObject.filter( selector ) - ); - } -} ); - -function sibling( cur, dir ) { - while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {} - return cur; -} - -jQuery.each( { - parent: function( elem ) { - var parent = elem.parentNode; - return parent && parent.nodeType !== 11 ? parent : null; - }, - parents: function( elem ) { - return dir( elem, "parentNode" ); - }, - parentsUntil: function( elem, i, until ) { - return dir( elem, "parentNode", until ); - }, - next: function( elem ) { - return sibling( elem, "nextSibling" ); - }, - prev: function( elem ) { - return sibling( elem, "previousSibling" ); - }, - nextAll: function( elem ) { - return dir( elem, "nextSibling" ); - }, - prevAll: function( elem ) { - return dir( elem, "previousSibling" ); - }, - nextUntil: function( elem, i, until ) { - return dir( elem, "nextSibling", until ); - }, - prevUntil: function( elem, i, until ) { - return dir( elem, "previousSibling", until ); - }, - siblings: function( elem ) { - return siblings( ( elem.parentNode || {} ).firstChild, elem ); - }, - children: function( elem ) { - return siblings( elem.firstChild ); - }, - contents: function( elem ) { - if ( typeof elem.contentDocument !== "undefined" ) { - return elem.contentDocument; - } - - // Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only - // Treat the template element as a regular one in browsers that - // don't support it. - if ( nodeName( elem, "template" ) ) { - elem = elem.content || elem; - } - - return jQuery.merge( [], elem.childNodes ); - } -}, function( name, fn ) { - jQuery.fn[ name ] = function( until, selector ) { - var matched = jQuery.map( this, fn, until ); - - if ( name.slice( -5 ) !== "Until" ) { - selector = until; - } - - if ( selector && typeof selector === "string" ) { - matched = jQuery.filter( selector, matched ); - } - - if ( this.length > 1 ) { - - // Remove duplicates - if ( !guaranteedUnique[ name ] ) { - jQuery.uniqueSort( matched ); - } - - // Reverse order for parents* and prev-derivatives - if ( rparentsprev.test( name ) ) { - matched.reverse(); - } - } - - return this.pushStack( matched ); - }; -} ); -var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g ); - - - -// Convert String-formatted options into Object-formatted ones -function createOptions( options ) { - var object = {}; - jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) { - object[ flag ] = true; - } ); - return object; -} - -/* - * Create a callback list using the following parameters: - * - * options: an optional list of space-separated options that will change how - * the callback list behaves or a more traditional option object - * - * By default a callback list will act like an event callback list and can be - * "fired" multiple times. - * - * Possible options: - * - * once: will ensure the callback list can only be fired once (like a Deferred) - * - * memory: will keep track of previous values and will call any callback added - * after the list has been fired right away with the latest "memorized" - * values (like a Deferred) - * - * unique: will ensure a callback can only be added once (no duplicate in the list) - * - * stopOnFalse: interrupt callings when a callback returns false - * - */ -jQuery.Callbacks = function( options ) { - - // Convert options from String-formatted to Object-formatted if needed - // (we check in cache first) - options = typeof options === "string" ? - createOptions( options ) : - jQuery.extend( {}, options ); - - var // Flag to know if list is currently firing - firing, - - // Last fire value for non-forgettable lists - memory, - - // Flag to know if list was already fired - fired, - - // Flag to prevent firing - locked, - - // Actual callback list - list = [], - - // Queue of execution data for repeatable lists - queue = [], - - // Index of currently firing callback (modified by add/remove as needed) - firingIndex = -1, - - // Fire callbacks - fire = function() { - - // Enforce single-firing - locked = locked || options.once; - - // Execute callbacks for all pending executions, - // respecting firingIndex overrides and runtime changes - fired = firing = true; - for ( ; queue.length; firingIndex = -1 ) { - memory = queue.shift(); - while ( ++firingIndex < list.length ) { - - // Run callback and check for early termination - if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false && - options.stopOnFalse ) { - - // Jump to end and forget the data so .add doesn't re-fire - firingIndex = list.length; - memory = false; - } - } - } - - // Forget the data if we're done with it - if ( !options.memory ) { - memory = false; - } - - firing = false; - - // Clean up if we're done firing for good - if ( locked ) { - - // Keep an empty list if we have data for future add calls - if ( memory ) { - list = []; - - // Otherwise, this object is spent - } else { - list = ""; - } - } - }, - - // Actual Callbacks object - self = { - - // Add a callback or a collection of callbacks to the list - add: function() { - if ( list ) { - - // If we have memory from a past run, we should fire after adding - if ( memory && !firing ) { - firingIndex = list.length - 1; - queue.push( memory ); - } - - ( function add( args ) { - jQuery.each( args, function( _, arg ) { - if ( isFunction( arg ) ) { - if ( !options.unique || !self.has( arg ) ) { - list.push( arg ); - } - } else if ( arg && arg.length && toType( arg ) !== "string" ) { - - // Inspect recursively - add( arg ); - } - } ); - } )( arguments ); - - if ( memory && !firing ) { - fire(); - } - } - return this; - }, - - // Remove a callback from the list - remove: function() { - jQuery.each( arguments, function( _, arg ) { - var index; - while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { - list.splice( index, 1 ); - - // Handle firing indexes - if ( index <= firingIndex ) { - firingIndex--; - } - } - } ); - return this; - }, - - // Check if a given callback is in the list. - // If no argument is given, return whether or not list has callbacks attached. - has: function( fn ) { - return fn ? - jQuery.inArray( fn, list ) > -1 : - list.length > 0; - }, - - // Remove all callbacks from the list - empty: function() { - if ( list ) { - list = []; - } - return this; - }, - - // Disable .fire and .add - // Abort any current/pending executions - // Clear all callbacks and values - disable: function() { - locked = queue = []; - list = memory = ""; - return this; - }, - disabled: function() { - return !list; - }, - - // Disable .fire - // Also disable .add unless we have memory (since it would have no effect) - // Abort any pending executions - lock: function() { - locked = queue = []; - if ( !memory && !firing ) { - list = memory = ""; - } - return this; - }, - locked: function() { - return !!locked; - }, - - // Call all callbacks with the given context and arguments - fireWith: function( context, args ) { - if ( !locked ) { - args = args || []; - args = [ context, args.slice ? args.slice() : args ]; - queue.push( args ); - if ( !firing ) { - fire(); - } - } - return this; - }, - - // Call all the callbacks with the given arguments - fire: function() { - self.fireWith( this, arguments ); - return this; - }, - - // To know if the callbacks have already been called at least once - fired: function() { - return !!fired; - } - }; - - return self; -}; - - -function Identity( v ) { - return v; -} -function Thrower( ex ) { - throw ex; -} - -function adoptValue( value, resolve, reject, noValue ) { - var method; - - try { - - // Check for promise aspect first to privilege synchronous behavior - if ( value && isFunction( ( method = value.promise ) ) ) { - method.call( value ).done( resolve ).fail( reject ); - - // Other thenables - } else if ( value && isFunction( ( method = value.then ) ) ) { - method.call( value, resolve, reject ); - - // Other non-thenables - } else { - - // Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer: - // * false: [ value ].slice( 0 ) => resolve( value ) - // * true: [ value ].slice( 1 ) => resolve() - resolve.apply( undefined, [ value ].slice( noValue ) ); - } - - // For Promises/A+, convert exceptions into rejections - // Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in - // Deferred#then to conditionally suppress rejection. - } catch ( value ) { - - // Support: Android 4.0 only - // Strict mode functions invoked without .call/.apply get global-object context - reject.apply( undefined, [ value ] ); - } -} - -jQuery.extend( { - - Deferred: function( func ) { - var tuples = [ - - // action, add listener, callbacks, - // ... .then handlers, argument index, [final state] - [ "notify", "progress", jQuery.Callbacks( "memory" ), - jQuery.Callbacks( "memory" ), 2 ], - [ "resolve", "done", jQuery.Callbacks( "once memory" ), - jQuery.Callbacks( "once memory" ), 0, "resolved" ], - [ "reject", "fail", jQuery.Callbacks( "once memory" ), - jQuery.Callbacks( "once memory" ), 1, "rejected" ] - ], - state = "pending", - promise = { - state: function() { - return state; - }, - always: function() { - deferred.done( arguments ).fail( arguments ); - return this; - }, - "catch": function( fn ) { - return promise.then( null, fn ); - }, - - // Keep pipe for back-compat - pipe: function( /* fnDone, fnFail, fnProgress */ ) { - var fns = arguments; - - return jQuery.Deferred( function( newDefer ) { - jQuery.each( tuples, function( i, tuple ) { - - // Map tuples (progress, done, fail) to arguments (done, fail, progress) - var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ]; - - // deferred.progress(function() { bind to newDefer or newDefer.notify }) - // deferred.done(function() { bind to newDefer or newDefer.resolve }) - // deferred.fail(function() { bind to newDefer or newDefer.reject }) - deferred[ tuple[ 1 ] ]( function() { - var returned = fn && fn.apply( this, arguments ); - if ( returned && isFunction( returned.promise ) ) { - returned.promise() - .progress( newDefer.notify ) - .done( newDefer.resolve ) - .fail( newDefer.reject ); - } else { - newDefer[ tuple[ 0 ] + "With" ]( - this, - fn ? [ returned ] : arguments - ); - } - } ); - } ); - fns = null; - } ).promise(); - }, - then: function( onFulfilled, onRejected, onProgress ) { - var maxDepth = 0; - function resolve( depth, deferred, handler, special ) { - return function() { - var that = this, - args = arguments, - mightThrow = function() { - var returned, then; - - // Support: Promises/A+ section 2.3.3.3.3 - // https://promisesaplus.com/#point-59 - // Ignore double-resolution attempts - if ( depth < maxDepth ) { - return; - } - - returned = handler.apply( that, args ); - - // Support: Promises/A+ section 2.3.1 - // https://promisesaplus.com/#point-48 - if ( returned === deferred.promise() ) { - throw new TypeError( "Thenable self-resolution" ); - } - - // Support: Promises/A+ sections 2.3.3.1, 3.5 - // https://promisesaplus.com/#point-54 - // https://promisesaplus.com/#point-75 - // Retrieve `then` only once - then = returned && - - // Support: Promises/A+ section 2.3.4 - // https://promisesaplus.com/#point-64 - // Only check objects and functions for thenability - ( typeof returned === "object" || - typeof returned === "function" ) && - returned.then; - - // Handle a returned thenable - if ( isFunction( then ) ) { - - // Special processors (notify) just wait for resolution - if ( special ) { - then.call( - returned, - resolve( maxDepth, deferred, Identity, special ), - resolve( maxDepth, deferred, Thrower, special ) - ); - - // Normal processors (resolve) also hook into progress - } else { - - // ...and disregard older resolution values - maxDepth++; - - then.call( - returned, - resolve( maxDepth, deferred, Identity, special ), - resolve( maxDepth, deferred, Thrower, special ), - resolve( maxDepth, deferred, Identity, - deferred.notifyWith ) - ); - } - - // Handle all other returned values - } else { - - // Only substitute handlers pass on context - // and multiple values (non-spec behavior) - if ( handler !== Identity ) { - that = undefined; - args = [ returned ]; - } - - // Process the value(s) - // Default process is resolve - ( special || deferred.resolveWith )( that, args ); - } - }, - - // Only normal processors (resolve) catch and reject exceptions - process = special ? - mightThrow : - function() { - try { - mightThrow(); - } catch ( e ) { - - if ( jQuery.Deferred.exceptionHook ) { - jQuery.Deferred.exceptionHook( e, - process.stackTrace ); - } - - // Support: Promises/A+ section 2.3.3.3.4.1 - // https://promisesaplus.com/#point-61 - // Ignore post-resolution exceptions - if ( depth + 1 >= maxDepth ) { - - // Only substitute handlers pass on context - // and multiple values (non-spec behavior) - if ( handler !== Thrower ) { - that = undefined; - args = [ e ]; - } - - deferred.rejectWith( that, args ); - } - } - }; - - // Support: Promises/A+ section 2.3.3.3.1 - // https://promisesaplus.com/#point-57 - // Re-resolve promises immediately to dodge false rejection from - // subsequent errors - if ( depth ) { - process(); - } else { - - // Call an optional hook to record the stack, in case of exception - // since it's otherwise lost when execution goes async - if ( jQuery.Deferred.getStackHook ) { - process.stackTrace = jQuery.Deferred.getStackHook(); - } - window.setTimeout( process ); - } - }; - } - - return jQuery.Deferred( function( newDefer ) { - - // progress_handlers.add( ... ) - tuples[ 0 ][ 3 ].add( - resolve( - 0, - newDefer, - isFunction( onProgress ) ? - onProgress : - Identity, - newDefer.notifyWith - ) - ); - - // fulfilled_handlers.add( ... ) - tuples[ 1 ][ 3 ].add( - resolve( - 0, - newDefer, - isFunction( onFulfilled ) ? - onFulfilled : - Identity - ) - ); - - // rejected_handlers.add( ... ) - tuples[ 2 ][ 3 ].add( - resolve( - 0, - newDefer, - isFunction( onRejected ) ? - onRejected : - Thrower - ) - ); - } ).promise(); - }, - - // Get a promise for this deferred - // If obj is provided, the promise aspect is added to the object - promise: function( obj ) { - return obj != null ? jQuery.extend( obj, promise ) : promise; - } - }, - deferred = {}; - - // Add list-specific methods - jQuery.each( tuples, function( i, tuple ) { - var list = tuple[ 2 ], - stateString = tuple[ 5 ]; - - // promise.progress = list.add - // promise.done = list.add - // promise.fail = list.add - promise[ tuple[ 1 ] ] = list.add; - - // Handle state - if ( stateString ) { - list.add( - function() { - - // state = "resolved" (i.e., fulfilled) - // state = "rejected" - state = stateString; - }, - - // rejected_callbacks.disable - // fulfilled_callbacks.disable - tuples[ 3 - i ][ 2 ].disable, - - // rejected_handlers.disable - // fulfilled_handlers.disable - tuples[ 3 - i ][ 3 ].disable, - - // progress_callbacks.lock - tuples[ 0 ][ 2 ].lock, - - // progress_handlers.lock - tuples[ 0 ][ 3 ].lock - ); - } - - // progress_handlers.fire - // fulfilled_handlers.fire - // rejected_handlers.fire - list.add( tuple[ 3 ].fire ); - - // deferred.notify = function() { deferred.notifyWith(...) } - // deferred.resolve = function() { deferred.resolveWith(...) } - // deferred.reject = function() { deferred.rejectWith(...) } - deferred[ tuple[ 0 ] ] = function() { - deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments ); - return this; - }; - - // deferred.notifyWith = list.fireWith - // deferred.resolveWith = list.fireWith - // deferred.rejectWith = list.fireWith - deferred[ tuple[ 0 ] + "With" ] = list.fireWith; - } ); - - // Make the deferred a promise - promise.promise( deferred ); - - // Call given func if any - if ( func ) { - func.call( deferred, deferred ); - } - - // All done! - return deferred; - }, - - // Deferred helper - when: function( singleValue ) { - var - - // count of uncompleted subordinates - remaining = arguments.length, - - // count of unprocessed arguments - i = remaining, - - // subordinate fulfillment data - resolveContexts = Array( i ), - resolveValues = slice.call( arguments ), - - // the master Deferred - master = jQuery.Deferred(), - - // subordinate callback factory - updateFunc = function( i ) { - return function( value ) { - resolveContexts[ i ] = this; - resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; - if ( !( --remaining ) ) { - master.resolveWith( resolveContexts, resolveValues ); - } - }; - }; - - // Single- and empty arguments are adopted like Promise.resolve - if ( remaining <= 1 ) { - adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject, - !remaining ); - - // Use .then() to unwrap secondary thenables (cf. gh-3000) - if ( master.state() === "pending" || - isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) { - - return master.then(); - } - } - - // Multiple arguments are aggregated like Promise.all array elements - while ( i-- ) { - adoptValue( resolveValues[ i ], updateFunc( i ), master.reject ); - } - - return master.promise(); - } -} ); - - -// These usually indicate a programmer mistake during development, -// warn about them ASAP rather than swallowing them by default. -var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/; - -jQuery.Deferred.exceptionHook = function( error, stack ) { - - // Support: IE 8 - 9 only - // Console exists when dev tools are open, which can happen at any time - if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) { - window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack ); - } -}; - - - - -jQuery.readyException = function( error ) { - window.setTimeout( function() { - throw error; - } ); -}; - - - - -// The deferred used on DOM ready -var readyList = jQuery.Deferred(); - -jQuery.fn.ready = function( fn ) { - - readyList - .then( fn ) - - // Wrap jQuery.readyException in a function so that the lookup - // happens at the time of error handling instead of callback - // registration. - .catch( function( error ) { - jQuery.readyException( error ); - } ); - - return this; -}; - -jQuery.extend( { - - // Is the DOM ready to be used? Set to true once it occurs. - isReady: false, - - // A counter to track how many items to wait for before - // the ready event fires. See #6781 - readyWait: 1, - - // Handle when the DOM is ready - ready: function( wait ) { - - // Abort if there are pending holds or we're already ready - if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { - return; - } - - // Remember that the DOM is ready - jQuery.isReady = true; - - // If a normal DOM Ready event fired, decrement, and wait if need be - if ( wait !== true && --jQuery.readyWait > 0 ) { - return; - } - - // If there are functions bound, to execute - readyList.resolveWith( document, [ jQuery ] ); - } -} ); - -jQuery.ready.then = readyList.then; - -// The ready event handler and self cleanup method -function completed() { - document.removeEventListener( "DOMContentLoaded", completed ); - window.removeEventListener( "load", completed ); - jQuery.ready(); -} - -// Catch cases where $(document).ready() is called -// after the browser event has already occurred. -// Support: IE <=9 - 10 only -// Older IE sometimes signals "interactive" too soon -if ( document.readyState === "complete" || - ( document.readyState !== "loading" && !document.documentElement.doScroll ) ) { - - // Handle it asynchronously to allow scripts the opportunity to delay ready - window.setTimeout( jQuery.ready ); - -} else { - - // Use the handy event callback - document.addEventListener( "DOMContentLoaded", completed ); - - // A fallback to window.onload, that will always work - window.addEventListener( "load", completed ); -} - - - - -// Multifunctional method to get and set values of a collection -// The value/s can optionally be executed if it's a function -var access = function( elems, fn, key, value, chainable, emptyGet, raw ) { - var i = 0, - len = elems.length, - bulk = key == null; - - // Sets many values - if ( toType( key ) === "object" ) { - chainable = true; - for ( i in key ) { - access( elems, fn, i, key[ i ], true, emptyGet, raw ); - } - - // Sets one value - } else if ( value !== undefined ) { - chainable = true; - - if ( !isFunction( value ) ) { - raw = true; - } - - if ( bulk ) { - - // Bulk operations run against the entire set - if ( raw ) { - fn.call( elems, value ); - fn = null; - - // ...except when executing function values - } else { - bulk = fn; - fn = function( elem, key, value ) { - return bulk.call( jQuery( elem ), value ); - }; - } - } - - if ( fn ) { - for ( ; i < len; i++ ) { - fn( - elems[ i ], key, raw ? - value : - value.call( elems[ i ], i, fn( elems[ i ], key ) ) - ); - } - } - } - - if ( chainable ) { - return elems; - } - - // Gets - if ( bulk ) { - return fn.call( elems ); - } - - return len ? fn( elems[ 0 ], key ) : emptyGet; -}; - - -// Matches dashed string for camelizing -var rmsPrefix = /^-ms-/, - rdashAlpha = /-([a-z])/g; - -// Used by camelCase as callback to replace() -function fcamelCase( all, letter ) { - return letter.toUpperCase(); -} - -// Convert dashed to camelCase; used by the css and data modules -// Support: IE <=9 - 11, Edge 12 - 15 -// Microsoft forgot to hump their vendor prefix (#9572) -function camelCase( string ) { - return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); -} -var acceptData = function( owner ) { - - // Accepts only: - // - Node - // - Node.ELEMENT_NODE - // - Node.DOCUMENT_NODE - // - Object - // - Any - return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType ); -}; - - - - -function Data() { - this.expando = jQuery.expando + Data.uid++; -} - -Data.uid = 1; - -Data.prototype = { - - cache: function( owner ) { - - // Check if the owner object already has a cache - var value = owner[ this.expando ]; - - // If not, create one - if ( !value ) { - value = {}; - - // We can accept data for non-element nodes in modern browsers, - // but we should not, see #8335. - // Always return an empty object. - if ( acceptData( owner ) ) { - - // If it is a node unlikely to be stringify-ed or looped over - // use plain assignment - if ( owner.nodeType ) { - owner[ this.expando ] = value; - - // Otherwise secure it in a non-enumerable property - // configurable must be true to allow the property to be - // deleted when data is removed - } else { - Object.defineProperty( owner, this.expando, { - value: value, - configurable: true - } ); - } - } - } - - return value; - }, - set: function( owner, data, value ) { - var prop, - cache = this.cache( owner ); - - // Handle: [ owner, key, value ] args - // Always use camelCase key (gh-2257) - if ( typeof data === "string" ) { - cache[ camelCase( data ) ] = value; - - // Handle: [ owner, { properties } ] args - } else { - - // Copy the properties one-by-one to the cache object - for ( prop in data ) { - cache[ camelCase( prop ) ] = data[ prop ]; - } - } - return cache; - }, - get: function( owner, key ) { - return key === undefined ? - this.cache( owner ) : - - // Always use camelCase key (gh-2257) - owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ]; - }, - access: function( owner, key, value ) { - - // In cases where either: - // - // 1. No key was specified - // 2. A string key was specified, but no value provided - // - // Take the "read" path and allow the get method to determine - // which value to return, respectively either: - // - // 1. The entire cache object - // 2. The data stored at the key - // - if ( key === undefined || - ( ( key && typeof key === "string" ) && value === undefined ) ) { - - return this.get( owner, key ); - } - - // When the key is not a string, or both a key and value - // are specified, set or extend (existing objects) with either: - // - // 1. An object of properties - // 2. A key and value - // - this.set( owner, key, value ); - - // Since the "set" path can have two possible entry points - // return the expected data based on which path was taken[*] - return value !== undefined ? value : key; - }, - remove: function( owner, key ) { - var i, - cache = owner[ this.expando ]; - - if ( cache === undefined ) { - return; - } - - if ( key !== undefined ) { - - // Support array or space separated string of keys - if ( Array.isArray( key ) ) { - - // If key is an array of keys... - // We always set camelCase keys, so remove that. - key = key.map( camelCase ); - } else { - key = camelCase( key ); - - // If a key with the spaces exists, use it. - // Otherwise, create an array by matching non-whitespace - key = key in cache ? - [ key ] : - ( key.match( rnothtmlwhite ) || [] ); - } - - i = key.length; - - while ( i-- ) { - delete cache[ key[ i ] ]; - } - } - - // Remove the expando if there's no more data - if ( key === undefined || jQuery.isEmptyObject( cache ) ) { - - // Support: Chrome <=35 - 45 - // Webkit & Blink performance suffers when deleting properties - // from DOM nodes, so set to undefined instead - // https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted) - if ( owner.nodeType ) { - owner[ this.expando ] = undefined; - } else { - delete owner[ this.expando ]; - } - } - }, - hasData: function( owner ) { - var cache = owner[ this.expando ]; - return cache !== undefined && !jQuery.isEmptyObject( cache ); - } -}; -var dataPriv = new Data(); - -var dataUser = new Data(); - - - -// Implementation Summary -// -// 1. Enforce API surface and semantic compatibility with 1.9.x branch -// 2. Improve the module's maintainability by reducing the storage -// paths to a single mechanism. -// 3. Use the same single mechanism to support "private" and "user" data. -// 4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData) -// 5. Avoid exposing implementation details on user objects (eg. expando properties) -// 6. Provide a clear path for implementation upgrade to WeakMap in 2014 - -var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, - rmultiDash = /[A-Z]/g; - -function getData( data ) { - if ( data === "true" ) { - return true; - } - - if ( data === "false" ) { - return false; - } - - if ( data === "null" ) { - return null; - } - - // Only convert to a number if it doesn't change the string - if ( data === +data + "" ) { - return +data; - } - - if ( rbrace.test( data ) ) { - return JSON.parse( data ); - } - - return data; -} - -function dataAttr( elem, key, data ) { - var name; - - // If nothing was found internally, try to fetch any - // data from the HTML5 data-* attribute - if ( data === undefined && elem.nodeType === 1 ) { - name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase(); - data = elem.getAttribute( name ); - - if ( typeof data === "string" ) { - try { - data = getData( data ); - } catch ( e ) {} - - // Make sure we set the data so it isn't changed later - dataUser.set( elem, key, data ); - } else { - data = undefined; - } - } - return data; -} - -jQuery.extend( { - hasData: function( elem ) { - return dataUser.hasData( elem ) || dataPriv.hasData( elem ); - }, - - data: function( elem, name, data ) { - return dataUser.access( elem, name, data ); - }, - - removeData: function( elem, name ) { - dataUser.remove( elem, name ); - }, - - // TODO: Now that all calls to _data and _removeData have been replaced - // with direct calls to dataPriv methods, these can be deprecated. - _data: function( elem, name, data ) { - return dataPriv.access( elem, name, data ); - }, - - _removeData: function( elem, name ) { - dataPriv.remove( elem, name ); - } -} ); - -jQuery.fn.extend( { - data: function( key, value ) { - var i, name, data, - elem = this[ 0 ], - attrs = elem && elem.attributes; - - // Gets all values - if ( key === undefined ) { - if ( this.length ) { - data = dataUser.get( elem ); - - if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) { - i = attrs.length; - while ( i-- ) { - - // Support: IE 11 only - // The attrs elements can be null (#14894) - if ( attrs[ i ] ) { - name = attrs[ i ].name; - if ( name.indexOf( "data-" ) === 0 ) { - name = camelCase( name.slice( 5 ) ); - dataAttr( elem, name, data[ name ] ); - } - } - } - dataPriv.set( elem, "hasDataAttrs", true ); - } - } - - return data; - } - - // Sets multiple values - if ( typeof key === "object" ) { - return this.each( function() { - dataUser.set( this, key ); - } ); - } - - return access( this, function( value ) { - var data; - - // The calling jQuery object (element matches) is not empty - // (and therefore has an element appears at this[ 0 ]) and the - // `value` parameter was not undefined. An empty jQuery object - // will result in `undefined` for elem = this[ 0 ] which will - // throw an exception if an attempt to read a data cache is made. - if ( elem && value === undefined ) { - - // Attempt to get data from the cache - // The key will always be camelCased in Data - data = dataUser.get( elem, key ); - if ( data !== undefined ) { - return data; - } - - // Attempt to "discover" the data in - // HTML5 custom data-* attrs - data = dataAttr( elem, key ); - if ( data !== undefined ) { - return data; - } - - // We tried really hard, but the data doesn't exist. - return; - } - - // Set the data... - this.each( function() { - - // We always store the camelCased key - dataUser.set( this, key, value ); - } ); - }, null, value, arguments.length > 1, null, true ); - }, - - removeData: function( key ) { - return this.each( function() { - dataUser.remove( this, key ); - } ); - } -} ); - - -jQuery.extend( { - queue: function( elem, type, data ) { - var queue; - - if ( elem ) { - type = ( type || "fx" ) + "queue"; - queue = dataPriv.get( elem, type ); - - // Speed up dequeue by getting out quickly if this is just a lookup - if ( data ) { - if ( !queue || Array.isArray( data ) ) { - queue = dataPriv.access( elem, type, jQuery.makeArray( data ) ); - } else { - queue.push( data ); - } - } - return queue || []; - } - }, - - dequeue: function( elem, type ) { - type = type || "fx"; - - var queue = jQuery.queue( elem, type ), - startLength = queue.length, - fn = queue.shift(), - hooks = jQuery._queueHooks( elem, type ), - next = function() { - jQuery.dequeue( elem, type ); - }; - - // If the fx queue is dequeued, always remove the progress sentinel - if ( fn === "inprogress" ) { - fn = queue.shift(); - startLength--; - } - - if ( fn ) { - - // Add a progress sentinel to prevent the fx queue from being - // automatically dequeued - if ( type === "fx" ) { - queue.unshift( "inprogress" ); - } - - // Clear up the last queue stop function - delete hooks.stop; - fn.call( elem, next, hooks ); - } - - if ( !startLength && hooks ) { - hooks.empty.fire(); - } - }, - - // Not public - generate a queueHooks object, or return the current one - _queueHooks: function( elem, type ) { - var key = type + "queueHooks"; - return dataPriv.get( elem, key ) || dataPriv.access( elem, key, { - empty: jQuery.Callbacks( "once memory" ).add( function() { - dataPriv.remove( elem, [ type + "queue", key ] ); - } ) - } ); - } -} ); - -jQuery.fn.extend( { - queue: function( type, data ) { - var setter = 2; - - if ( typeof type !== "string" ) { - data = type; - type = "fx"; - setter--; - } - - if ( arguments.length < setter ) { - return jQuery.queue( this[ 0 ], type ); - } - - return data === undefined ? - this : - this.each( function() { - var queue = jQuery.queue( this, type, data ); - - // Ensure a hooks for this queue - jQuery._queueHooks( this, type ); - - if ( type === "fx" && queue[ 0 ] !== "inprogress" ) { - jQuery.dequeue( this, type ); - } - } ); - }, - dequeue: function( type ) { - return this.each( function() { - jQuery.dequeue( this, type ); - } ); - }, - clearQueue: function( type ) { - return this.queue( type || "fx", [] ); - }, - - // Get a promise resolved when queues of a certain type - // are emptied (fx is the type by default) - promise: function( type, obj ) { - var tmp, - count = 1, - defer = jQuery.Deferred(), - elements = this, - i = this.length, - resolve = function() { - if ( !( --count ) ) { - defer.resolveWith( elements, [ elements ] ); - } - }; - - if ( typeof type !== "string" ) { - obj = type; - type = undefined; - } - type = type || "fx"; - - while ( i-- ) { - tmp = dataPriv.get( elements[ i ], type + "queueHooks" ); - if ( tmp && tmp.empty ) { - count++; - tmp.empty.add( resolve ); - } - } - resolve(); - return defer.promise( obj ); - } -} ); -var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source; - -var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" ); - - -var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; - -var documentElement = document.documentElement; - - - - var isAttached = function( elem ) { - return jQuery.contains( elem.ownerDocument, elem ); - }, - composed = { composed: true }; - - // Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only - // Check attachment across shadow DOM boundaries when possible (gh-3504) - // Support: iOS 10.0-10.2 only - // Early iOS 10 versions support `attachShadow` but not `getRootNode`, - // leading to errors. We need to check for `getRootNode`. - if ( documentElement.getRootNode ) { - isAttached = function( elem ) { - return jQuery.contains( elem.ownerDocument, elem ) || - elem.getRootNode( composed ) === elem.ownerDocument; - }; - } -var isHiddenWithinTree = function( elem, el ) { - - // isHiddenWithinTree might be called from jQuery#filter function; - // in that case, element will be second argument - elem = el || elem; - - // Inline style trumps all - return elem.style.display === "none" || - elem.style.display === "" && - - // Otherwise, check computed style - // Support: Firefox <=43 - 45 - // Disconnected elements can have computed display: none, so first confirm that elem is - // in the document. - isAttached( elem ) && - - jQuery.css( elem, "display" ) === "none"; - }; - -var swap = function( elem, options, callback, args ) { - var ret, name, - old = {}; - - // Remember the old values, and insert the new ones - for ( name in options ) { - old[ name ] = elem.style[ name ]; - elem.style[ name ] = options[ name ]; - } - - ret = callback.apply( elem, args || [] ); - - // Revert the old values - for ( name in options ) { - elem.style[ name ] = old[ name ]; - } - - return ret; -}; - - - - -function adjustCSS( elem, prop, valueParts, tween ) { - var adjusted, scale, - maxIterations = 20, - currentValue = tween ? - function() { - return tween.cur(); - } : - function() { - return jQuery.css( elem, prop, "" ); - }, - initial = currentValue(), - unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ), - - // Starting value computation is required for potential unit mismatches - initialInUnit = elem.nodeType && - ( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) && - rcssNum.exec( jQuery.css( elem, prop ) ); - - if ( initialInUnit && initialInUnit[ 3 ] !== unit ) { - - // Support: Firefox <=54 - // Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144) - initial = initial / 2; - - // Trust units reported by jQuery.css - unit = unit || initialInUnit[ 3 ]; - - // Iteratively approximate from a nonzero starting point - initialInUnit = +initial || 1; - - while ( maxIterations-- ) { - - // Evaluate and update our best guess (doubling guesses that zero out). - // Finish if the scale equals or crosses 1 (making the old*new product non-positive). - jQuery.style( elem, prop, initialInUnit + unit ); - if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) { - maxIterations = 0; - } - initialInUnit = initialInUnit / scale; - - } - - initialInUnit = initialInUnit * 2; - jQuery.style( elem, prop, initialInUnit + unit ); - - // Make sure we update the tween properties later on - valueParts = valueParts || []; - } - - if ( valueParts ) { - initialInUnit = +initialInUnit || +initial || 0; - - // Apply relative offset (+=/-=) if specified - adjusted = valueParts[ 1 ] ? - initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] : - +valueParts[ 2 ]; - if ( tween ) { - tween.unit = unit; - tween.start = initialInUnit; - tween.end = adjusted; - } - } - return adjusted; -} - - -var defaultDisplayMap = {}; - -function getDefaultDisplay( elem ) { - var temp, - doc = elem.ownerDocument, - nodeName = elem.nodeName, - display = defaultDisplayMap[ nodeName ]; - - if ( display ) { - return display; - } - - temp = doc.body.appendChild( doc.createElement( nodeName ) ); - display = jQuery.css( temp, "display" ); - - temp.parentNode.removeChild( temp ); - - if ( display === "none" ) { - display = "block"; - } - defaultDisplayMap[ nodeName ] = display; - - return display; -} - -function showHide( elements, show ) { - var display, elem, - values = [], - index = 0, - length = elements.length; - - // Determine new display value for elements that need to change - for ( ; index < length; index++ ) { - elem = elements[ index ]; - if ( !elem.style ) { - continue; - } - - display = elem.style.display; - if ( show ) { - - // Since we force visibility upon cascade-hidden elements, an immediate (and slow) - // check is required in this first loop unless we have a nonempty display value (either - // inline or about-to-be-restored) - if ( display === "none" ) { - values[ index ] = dataPriv.get( elem, "display" ) || null; - if ( !values[ index ] ) { - elem.style.display = ""; - } - } - if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) { - values[ index ] = getDefaultDisplay( elem ); - } - } else { - if ( display !== "none" ) { - values[ index ] = "none"; - - // Remember what we're overwriting - dataPriv.set( elem, "display", display ); - } - } - } - - // Set the display of the elements in a second loop to avoid constant reflow - for ( index = 0; index < length; index++ ) { - if ( values[ index ] != null ) { - elements[ index ].style.display = values[ index ]; - } - } - - return elements; -} - -jQuery.fn.extend( { - show: function() { - return showHide( this, true ); - }, - hide: function() { - return showHide( this ); - }, - toggle: function( state ) { - if ( typeof state === "boolean" ) { - return state ? this.show() : this.hide(); - } - - return this.each( function() { - if ( isHiddenWithinTree( this ) ) { - jQuery( this ).show(); - } else { - jQuery( this ).hide(); - } - } ); - } -} ); -var rcheckableType = ( /^(?:checkbox|radio)$/i ); - -var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i ); - -var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i ); - - - -// We have to close these tags to support XHTML (#13200) -var wrapMap = { - - // Support: IE <=9 only - option: [ 1, "" ], - - // XHTML parsers do not magically insert elements in the - // same way that tag soup parsers do. So we cannot shorten - // this by omitting or other required elements. - thead: [ 1, "", "
" ], - col: [ 2, "", "
" ], - tr: [ 2, "", "
" ], - td: [ 3, "", "
" ], - - _default: [ 0, "", "" ] -}; - -// Support: IE <=9 only -wrapMap.optgroup = wrapMap.option; - -wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; -wrapMap.th = wrapMap.td; - - -function getAll( context, tag ) { - - // Support: IE <=9 - 11 only - // Use typeof to avoid zero-argument method invocation on host objects (#15151) - var ret; - - if ( typeof context.getElementsByTagName !== "undefined" ) { - ret = context.getElementsByTagName( tag || "*" ); - - } else if ( typeof context.querySelectorAll !== "undefined" ) { - ret = context.querySelectorAll( tag || "*" ); - - } else { - ret = []; - } - - if ( tag === undefined || tag && nodeName( context, tag ) ) { - return jQuery.merge( [ context ], ret ); - } - - return ret; -} - - -// Mark scripts as having already been evaluated -function setGlobalEval( elems, refElements ) { - var i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - dataPriv.set( - elems[ i ], - "globalEval", - !refElements || dataPriv.get( refElements[ i ], "globalEval" ) - ); - } -} - - -var rhtml = /<|&#?\w+;/; - -function buildFragment( elems, context, scripts, selection, ignored ) { - var elem, tmp, tag, wrap, attached, j, - fragment = context.createDocumentFragment(), - nodes = [], - i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - elem = elems[ i ]; - - if ( elem || elem === 0 ) { - - // Add nodes directly - if ( toType( elem ) === "object" ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); - - // Convert non-html into a text node - } else if ( !rhtml.test( elem ) ) { - nodes.push( context.createTextNode( elem ) ); - - // Convert html into DOM nodes - } else { - tmp = tmp || fragment.appendChild( context.createElement( "div" ) ); - - // Deserialize a standard representation - tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase(); - wrap = wrapMap[ tag ] || wrapMap._default; - tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ]; - - // Descend through wrappers to the right content - j = wrap[ 0 ]; - while ( j-- ) { - tmp = tmp.lastChild; - } - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, tmp.childNodes ); - - // Remember the top-level container - tmp = fragment.firstChild; - - // Ensure the created nodes are orphaned (#12392) - tmp.textContent = ""; - } - } - } - - // Remove wrapper from fragment - fragment.textContent = ""; - - i = 0; - while ( ( elem = nodes[ i++ ] ) ) { - - // Skip elements already in the context collection (trac-4087) - if ( selection && jQuery.inArray( elem, selection ) > -1 ) { - if ( ignored ) { - ignored.push( elem ); - } - continue; - } - - attached = isAttached( elem ); - - // Append to fragment - tmp = getAll( fragment.appendChild( elem ), "script" ); - - // Preserve script evaluation history - if ( attached ) { - setGlobalEval( tmp ); - } - - // Capture executables - if ( scripts ) { - j = 0; - while ( ( elem = tmp[ j++ ] ) ) { - if ( rscriptType.test( elem.type || "" ) ) { - scripts.push( elem ); - } - } - } - } - - return fragment; -} - - -( function() { - var fragment = document.createDocumentFragment(), - div = fragment.appendChild( document.createElement( "div" ) ), - input = document.createElement( "input" ); - - // Support: Android 4.0 - 4.3 only - // Check state lost if the name is set (#11217) - // Support: Windows Web Apps (WWA) - // `name` and `type` must use .setAttribute for WWA (#14901) - input.setAttribute( "type", "radio" ); - input.setAttribute( "checked", "checked" ); - input.setAttribute( "name", "t" ); - - div.appendChild( input ); - - // Support: Android <=4.1 only - // Older WebKit doesn't clone checked state correctly in fragments - support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; - - // Support: IE <=11 only - // Make sure textarea (and checkbox) defaultValue is properly cloned - div.innerHTML = ""; - support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; -} )(); - - -var - rkeyEvent = /^key/, - rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/, - rtypenamespace = /^([^.]*)(?:\.(.+)|)/; - -function returnTrue() { - return true; -} - -function returnFalse() { - return false; -} - -// Support: IE <=9 - 11+ -// focus() and blur() are asynchronous, except when they are no-op. -// So expect focus to be synchronous when the element is already active, -// and blur to be synchronous when the element is not already active. -// (focus and blur are always synchronous in other supported browsers, -// this just defines when we can count on it). -function expectSync( elem, type ) { - return ( elem === safeActiveElement() ) === ( type === "focus" ); -} - -// Support: IE <=9 only -// Accessing document.activeElement can throw unexpectedly -// https://bugs.jquery.com/ticket/13393 -function safeActiveElement() { - try { - return document.activeElement; - } catch ( err ) { } -} - -function on( elem, types, selector, data, fn, one ) { - var origFn, type; - - // Types can be a map of types/handlers - if ( typeof types === "object" ) { - - // ( types-Object, selector, data ) - if ( typeof selector !== "string" ) { - - // ( types-Object, data ) - data = data || selector; - selector = undefined; - } - for ( type in types ) { - on( elem, type, selector, data, types[ type ], one ); - } - return elem; - } - - if ( data == null && fn == null ) { - - // ( types, fn ) - fn = selector; - data = selector = undefined; - } else if ( fn == null ) { - if ( typeof selector === "string" ) { - - // ( types, selector, fn ) - fn = data; - data = undefined; - } else { - - // ( types, data, fn ) - fn = data; - data = selector; - selector = undefined; - } - } - if ( fn === false ) { - fn = returnFalse; - } else if ( !fn ) { - return elem; - } - - if ( one === 1 ) { - origFn = fn; - fn = function( event ) { - - // Can use an empty set, since event contains the info - jQuery().off( event ); - return origFn.apply( this, arguments ); - }; - - // Use same guid so caller can remove using origFn - fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); - } - return elem.each( function() { - jQuery.event.add( this, types, fn, data, selector ); - } ); -} - -/* - * Helper functions for managing events -- not part of the public interface. - * Props to Dean Edwards' addEvent library for many of the ideas. - */ -jQuery.event = { - - global: {}, - - add: function( elem, types, handler, data, selector ) { - - var handleObjIn, eventHandle, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.get( elem ); - - // Don't attach events to noData or text/comment nodes (but allow plain objects) - if ( !elemData ) { - return; - } - - // Caller can pass in an object of custom data in lieu of the handler - if ( handler.handler ) { - handleObjIn = handler; - handler = handleObjIn.handler; - selector = handleObjIn.selector; - } - - // Ensure that invalid selectors throw exceptions at attach time - // Evaluate against documentElement in case elem is a non-element node (e.g., document) - if ( selector ) { - jQuery.find.matchesSelector( documentElement, selector ); - } - - // Make sure that the handler has a unique ID, used to find/remove it later - if ( !handler.guid ) { - handler.guid = jQuery.guid++; - } - - // Init the element's event structure and main handler, if this is the first - if ( !( events = elemData.events ) ) { - events = elemData.events = {}; - } - if ( !( eventHandle = elemData.handle ) ) { - eventHandle = elemData.handle = function( e ) { - - // Discard the second event of a jQuery.event.trigger() and - // when an event is called after a page has unloaded - return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ? - jQuery.event.dispatch.apply( elem, arguments ) : undefined; - }; - } - - // Handle multiple events separated by a space - types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // There *must* be a type, no attaching namespace-only handlers - if ( !type ) { - continue; - } - - // If event changes its type, use the special event handlers for the changed type - special = jQuery.event.special[ type ] || {}; - - // If selector defined, determine special event api type, otherwise given type - type = ( selector ? special.delegateType : special.bindType ) || type; - - // Update special based on newly reset type - special = jQuery.event.special[ type ] || {}; - - // handleObj is passed to all event handlers - handleObj = jQuery.extend( { - type: type, - origType: origType, - data: data, - handler: handler, - guid: handler.guid, - selector: selector, - needsContext: selector && jQuery.expr.match.needsContext.test( selector ), - namespace: namespaces.join( "." ) - }, handleObjIn ); - - // Init the event handler queue if we're the first - if ( !( handlers = events[ type ] ) ) { - handlers = events[ type ] = []; - handlers.delegateCount = 0; - - // Only use addEventListener if the special events handler returns false - if ( !special.setup || - special.setup.call( elem, data, namespaces, eventHandle ) === false ) { - - if ( elem.addEventListener ) { - elem.addEventListener( type, eventHandle ); - } - } - } - - if ( special.add ) { - special.add.call( elem, handleObj ); - - if ( !handleObj.handler.guid ) { - handleObj.handler.guid = handler.guid; - } - } - - // Add to the element's handler list, delegates in front - if ( selector ) { - handlers.splice( handlers.delegateCount++, 0, handleObj ); - } else { - handlers.push( handleObj ); - } - - // Keep track of which events have ever been used, for event optimization - jQuery.event.global[ type ] = true; - } - - }, - - // Detach an event or set of events from an element - remove: function( elem, types, handler, selector, mappedTypes ) { - - var j, origCount, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.hasData( elem ) && dataPriv.get( elem ); - - if ( !elemData || !( events = elemData.events ) ) { - return; - } - - // Once for each type.namespace in types; type may be omitted - types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // Unbind all events (on this namespace, if provided) for the element - if ( !type ) { - for ( type in events ) { - jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); - } - continue; - } - - special = jQuery.event.special[ type ] || {}; - type = ( selector ? special.delegateType : special.bindType ) || type; - handlers = events[ type ] || []; - tmp = tmp[ 2 ] && - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ); - - // Remove matching events - origCount = j = handlers.length; - while ( j-- ) { - handleObj = handlers[ j ]; - - if ( ( mappedTypes || origType === handleObj.origType ) && - ( !handler || handler.guid === handleObj.guid ) && - ( !tmp || tmp.test( handleObj.namespace ) ) && - ( !selector || selector === handleObj.selector || - selector === "**" && handleObj.selector ) ) { - handlers.splice( j, 1 ); - - if ( handleObj.selector ) { - handlers.delegateCount--; - } - if ( special.remove ) { - special.remove.call( elem, handleObj ); - } - } - } - - // Remove generic event handler if we removed something and no more handlers exist - // (avoids potential for endless recursion during removal of special event handlers) - if ( origCount && !handlers.length ) { - if ( !special.teardown || - special.teardown.call( elem, namespaces, elemData.handle ) === false ) { - - jQuery.removeEvent( elem, type, elemData.handle ); - } - - delete events[ type ]; - } - } - - // Remove data and the expando if it's no longer used - if ( jQuery.isEmptyObject( events ) ) { - dataPriv.remove( elem, "handle events" ); - } - }, - - dispatch: function( nativeEvent ) { - - // Make a writable jQuery.Event from the native event object - var event = jQuery.event.fix( nativeEvent ); - - var i, j, ret, matched, handleObj, handlerQueue, - args = new Array( arguments.length ), - handlers = ( dataPriv.get( this, "events" ) || {} )[ event.type ] || [], - special = jQuery.event.special[ event.type ] || {}; - - // Use the fix-ed jQuery.Event rather than the (read-only) native event - args[ 0 ] = event; - - for ( i = 1; i < arguments.length; i++ ) { - args[ i ] = arguments[ i ]; - } - - event.delegateTarget = this; - - // Call the preDispatch hook for the mapped type, and let it bail if desired - if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { - return; - } - - // Determine handlers - handlerQueue = jQuery.event.handlers.call( this, event, handlers ); - - // Run delegates first; they may want to stop propagation beneath us - i = 0; - while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) { - event.currentTarget = matched.elem; - - j = 0; - while ( ( handleObj = matched.handlers[ j++ ] ) && - !event.isImmediatePropagationStopped() ) { - - // If the event is namespaced, then each handler is only invoked if it is - // specially universal or its namespaces are a superset of the event's. - if ( !event.rnamespace || handleObj.namespace === false || - event.rnamespace.test( handleObj.namespace ) ) { - - event.handleObj = handleObj; - event.data = handleObj.data; - - ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle || - handleObj.handler ).apply( matched.elem, args ); - - if ( ret !== undefined ) { - if ( ( event.result = ret ) === false ) { - event.preventDefault(); - event.stopPropagation(); - } - } - } - } - } - - // Call the postDispatch hook for the mapped type - if ( special.postDispatch ) { - special.postDispatch.call( this, event ); - } - - return event.result; - }, - - handlers: function( event, handlers ) { - var i, handleObj, sel, matchedHandlers, matchedSelectors, - handlerQueue = [], - delegateCount = handlers.delegateCount, - cur = event.target; - - // Find delegate handlers - if ( delegateCount && - - // Support: IE <=9 - // Black-hole SVG instance trees (trac-13180) - cur.nodeType && - - // Support: Firefox <=42 - // Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861) - // https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click - // Support: IE 11 only - // ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343) - !( event.type === "click" && event.button >= 1 ) ) { - - for ( ; cur !== this; cur = cur.parentNode || this ) { - - // Don't check non-elements (#13208) - // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) - if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) { - matchedHandlers = []; - matchedSelectors = {}; - for ( i = 0; i < delegateCount; i++ ) { - handleObj = handlers[ i ]; - - // Don't conflict with Object.prototype properties (#13203) - sel = handleObj.selector + " "; - - if ( matchedSelectors[ sel ] === undefined ) { - matchedSelectors[ sel ] = handleObj.needsContext ? - jQuery( sel, this ).index( cur ) > -1 : - jQuery.find( sel, this, null, [ cur ] ).length; - } - if ( matchedSelectors[ sel ] ) { - matchedHandlers.push( handleObj ); - } - } - if ( matchedHandlers.length ) { - handlerQueue.push( { elem: cur, handlers: matchedHandlers } ); - } - } - } - } - - // Add the remaining (directly-bound) handlers - cur = this; - if ( delegateCount < handlers.length ) { - handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } ); - } - - return handlerQueue; - }, - - addProp: function( name, hook ) { - Object.defineProperty( jQuery.Event.prototype, name, { - enumerable: true, - configurable: true, - - get: isFunction( hook ) ? - function() { - if ( this.originalEvent ) { - return hook( this.originalEvent ); - } - } : - function() { - if ( this.originalEvent ) { - return this.originalEvent[ name ]; - } - }, - - set: function( value ) { - Object.defineProperty( this, name, { - enumerable: true, - configurable: true, - writable: true, - value: value - } ); - } - } ); - }, - - fix: function( originalEvent ) { - return originalEvent[ jQuery.expando ] ? - originalEvent : - new jQuery.Event( originalEvent ); - }, - - special: { - load: { - - // Prevent triggered image.load events from bubbling to window.load - noBubble: true - }, - click: { - - // Utilize native event to ensure correct state for checkable inputs - setup: function( data ) { - - // For mutual compressibility with _default, replace `this` access with a local var. - // `|| data` is dead code meant only to preserve the variable through minification. - var el = this || data; - - // Claim the first handler - if ( rcheckableType.test( el.type ) && - el.click && nodeName( el, "input" ) ) { - - // dataPriv.set( el, "click", ... ) - leverageNative( el, "click", returnTrue ); - } - - // Return false to allow normal processing in the caller - return false; - }, - trigger: function( data ) { - - // For mutual compressibility with _default, replace `this` access with a local var. - // `|| data` is dead code meant only to preserve the variable through minification. - var el = this || data; - - // Force setup before triggering a click - if ( rcheckableType.test( el.type ) && - el.click && nodeName( el, "input" ) ) { - - leverageNative( el, "click" ); - } - - // Return non-false to allow normal event-path propagation - return true; - }, - - // For cross-browser consistency, suppress native .click() on links - // Also prevent it if we're currently inside a leveraged native-event stack - _default: function( event ) { - var target = event.target; - return rcheckableType.test( target.type ) && - target.click && nodeName( target, "input" ) && - dataPriv.get( target, "click" ) || - nodeName( target, "a" ); - } - }, - - beforeunload: { - postDispatch: function( event ) { - - // Support: Firefox 20+ - // Firefox doesn't alert if the returnValue field is not set. - if ( event.result !== undefined && event.originalEvent ) { - event.originalEvent.returnValue = event.result; - } - } - } - } -}; - -// Ensure the presence of an event listener that handles manually-triggered -// synthetic events by interrupting progress until reinvoked in response to -// *native* events that it fires directly, ensuring that state changes have -// already occurred before other listeners are invoked. -function leverageNative( el, type, expectSync ) { - - // Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add - if ( !expectSync ) { - if ( dataPriv.get( el, type ) === undefined ) { - jQuery.event.add( el, type, returnTrue ); - } - return; - } - - // Register the controller as a special universal handler for all event namespaces - dataPriv.set( el, type, false ); - jQuery.event.add( el, type, { - namespace: false, - handler: function( event ) { - var notAsync, result, - saved = dataPriv.get( this, type ); - - if ( ( event.isTrigger & 1 ) && this[ type ] ) { - - // Interrupt processing of the outer synthetic .trigger()ed event - // Saved data should be false in such cases, but might be a leftover capture object - // from an async native handler (gh-4350) - if ( !saved.length ) { - - // Store arguments for use when handling the inner native event - // There will always be at least one argument (an event object), so this array - // will not be confused with a leftover capture object. - saved = slice.call( arguments ); - dataPriv.set( this, type, saved ); - - // Trigger the native event and capture its result - // Support: IE <=9 - 11+ - // focus() and blur() are asynchronous - notAsync = expectSync( this, type ); - this[ type ](); - result = dataPriv.get( this, type ); - if ( saved !== result || notAsync ) { - dataPriv.set( this, type, false ); - } else { - result = {}; - } - if ( saved !== result ) { - - // Cancel the outer synthetic event - event.stopImmediatePropagation(); - event.preventDefault(); - return result.value; - } - - // If this is an inner synthetic event for an event with a bubbling surrogate - // (focus or blur), assume that the surrogate already propagated from triggering the - // native event and prevent that from happening again here. - // This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the - // bubbling surrogate propagates *after* the non-bubbling base), but that seems - // less bad than duplication. - } else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) { - event.stopPropagation(); - } - - // If this is a native event triggered above, everything is now in order - // Fire an inner synthetic event with the original arguments - } else if ( saved.length ) { - - // ...and capture the result - dataPriv.set( this, type, { - value: jQuery.event.trigger( - - // Support: IE <=9 - 11+ - // Extend with the prototype to reset the above stopImmediatePropagation() - jQuery.extend( saved[ 0 ], jQuery.Event.prototype ), - saved.slice( 1 ), - this - ) - } ); - - // Abort handling of the native event - event.stopImmediatePropagation(); - } - } - } ); -} - -jQuery.removeEvent = function( elem, type, handle ) { - - // This "if" is needed for plain objects - if ( elem.removeEventListener ) { - elem.removeEventListener( type, handle ); - } -}; - -jQuery.Event = function( src, props ) { - - // Allow instantiation without the 'new' keyword - if ( !( this instanceof jQuery.Event ) ) { - return new jQuery.Event( src, props ); - } - - // Event object - if ( src && src.type ) { - this.originalEvent = src; - this.type = src.type; - - // Events bubbling up the document may have been marked as prevented - // by a handler lower down the tree; reflect the correct value. - this.isDefaultPrevented = src.defaultPrevented || - src.defaultPrevented === undefined && - - // Support: Android <=2.3 only - src.returnValue === false ? - returnTrue : - returnFalse; - - // Create target properties - // Support: Safari <=6 - 7 only - // Target should not be a text node (#504, #13143) - this.target = ( src.target && src.target.nodeType === 3 ) ? - src.target.parentNode : - src.target; - - this.currentTarget = src.currentTarget; - this.relatedTarget = src.relatedTarget; - - // Event type - } else { - this.type = src; - } - - // Put explicitly provided properties onto the event object - if ( props ) { - jQuery.extend( this, props ); - } - - // Create a timestamp if incoming event doesn't have one - this.timeStamp = src && src.timeStamp || Date.now(); - - // Mark it as fixed - this[ jQuery.expando ] = true; -}; - -// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding -// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html -jQuery.Event.prototype = { - constructor: jQuery.Event, - isDefaultPrevented: returnFalse, - isPropagationStopped: returnFalse, - isImmediatePropagationStopped: returnFalse, - isSimulated: false, - - preventDefault: function() { - var e = this.originalEvent; - - this.isDefaultPrevented = returnTrue; - - if ( e && !this.isSimulated ) { - e.preventDefault(); - } - }, - stopPropagation: function() { - var e = this.originalEvent; - - this.isPropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopPropagation(); - } - }, - stopImmediatePropagation: function() { - var e = this.originalEvent; - - this.isImmediatePropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopImmediatePropagation(); - } - - this.stopPropagation(); - } -}; - -// Includes all common event props including KeyEvent and MouseEvent specific props -jQuery.each( { - altKey: true, - bubbles: true, - cancelable: true, - changedTouches: true, - ctrlKey: true, - detail: true, - eventPhase: true, - metaKey: true, - pageX: true, - pageY: true, - shiftKey: true, - view: true, - "char": true, - code: true, - charCode: true, - key: true, - keyCode: true, - button: true, - buttons: true, - clientX: true, - clientY: true, - offsetX: true, - offsetY: true, - pointerId: true, - pointerType: true, - screenX: true, - screenY: true, - targetTouches: true, - toElement: true, - touches: true, - - which: function( event ) { - var button = event.button; - - // Add which for key events - if ( event.which == null && rkeyEvent.test( event.type ) ) { - return event.charCode != null ? event.charCode : event.keyCode; - } - - // Add which for click: 1 === left; 2 === middle; 3 === right - if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) { - if ( button & 1 ) { - return 1; - } - - if ( button & 2 ) { - return 3; - } - - if ( button & 4 ) { - return 2; - } - - return 0; - } - - return event.which; - } -}, jQuery.event.addProp ); - -jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) { - jQuery.event.special[ type ] = { - - // Utilize native event if possible so blur/focus sequence is correct - setup: function() { - - // Claim the first handler - // dataPriv.set( this, "focus", ... ) - // dataPriv.set( this, "blur", ... ) - leverageNative( this, type, expectSync ); - - // Return false to allow normal processing in the caller - return false; - }, - trigger: function() { - - // Force setup before trigger - leverageNative( this, type ); - - // Return non-false to allow normal event-path propagation - return true; - }, - - delegateType: delegateType - }; -} ); - -// Create mouseenter/leave events using mouseover/out and event-time checks -// so that event delegation works in jQuery. -// Do the same for pointerenter/pointerleave and pointerover/pointerout -// -// Support: Safari 7 only -// Safari sends mouseenter too often; see: -// https://bugs.chromium.org/p/chromium/issues/detail?id=470258 -// for the description of the bug (it existed in older Chrome versions as well). -jQuery.each( { - mouseenter: "mouseover", - mouseleave: "mouseout", - pointerenter: "pointerover", - pointerleave: "pointerout" -}, function( orig, fix ) { - jQuery.event.special[ orig ] = { - delegateType: fix, - bindType: fix, - - handle: function( event ) { - var ret, - target = this, - related = event.relatedTarget, - handleObj = event.handleObj; - - // For mouseenter/leave call the handler if related is outside the target. - // NB: No relatedTarget if the mouse left/entered the browser window - if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) { - event.type = handleObj.origType; - ret = handleObj.handler.apply( this, arguments ); - event.type = fix; - } - return ret; - } - }; -} ); - -jQuery.fn.extend( { - - on: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn ); - }, - one: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn, 1 ); - }, - off: function( types, selector, fn ) { - var handleObj, type; - if ( types && types.preventDefault && types.handleObj ) { - - // ( event ) dispatched jQuery.Event - handleObj = types.handleObj; - jQuery( types.delegateTarget ).off( - handleObj.namespace ? - handleObj.origType + "." + handleObj.namespace : - handleObj.origType, - handleObj.selector, - handleObj.handler - ); - return this; - } - if ( typeof types === "object" ) { - - // ( types-object [, selector] ) - for ( type in types ) { - this.off( type, selector, types[ type ] ); - } - return this; - } - if ( selector === false || typeof selector === "function" ) { - - // ( types [, fn] ) - fn = selector; - selector = undefined; - } - if ( fn === false ) { - fn = returnFalse; - } - return this.each( function() { - jQuery.event.remove( this, types, fn, selector ); - } ); - } -} ); - - -var - - /* eslint-disable max-len */ - - // See https://github.com/eslint/eslint/issues/3229 - rxhtmlTag = /<(?!area|br|col|embed|hr|img|input|link|meta|param)(([a-z][^\/\0>\x20\t\r\n\f]*)[^>]*)\/>/gi, - - /* eslint-enable */ - - // Support: IE <=10 - 11, Edge 12 - 13 only - // In IE/Edge using regex groups here causes severe slowdowns. - // See https://connect.microsoft.com/IE/feedback/details/1736512/ - rnoInnerhtml = /\s*$/g; - -// Prefer a tbody over its parent table for containing new rows -function manipulationTarget( elem, content ) { - if ( nodeName( elem, "table" ) && - nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) { - - return jQuery( elem ).children( "tbody" )[ 0 ] || elem; - } - - return elem; -} - -// Replace/restore the type attribute of script elements for safe DOM manipulation -function disableScript( elem ) { - elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type; - return elem; -} -function restoreScript( elem ) { - if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) { - elem.type = elem.type.slice( 5 ); - } else { - elem.removeAttribute( "type" ); - } - - return elem; -} - -function cloneCopyEvent( src, dest ) { - var i, l, type, pdataOld, pdataCur, udataOld, udataCur, events; - - if ( dest.nodeType !== 1 ) { - return; - } - - // 1. Copy private data: events, handlers, etc. - if ( dataPriv.hasData( src ) ) { - pdataOld = dataPriv.access( src ); - pdataCur = dataPriv.set( dest, pdataOld ); - events = pdataOld.events; - - if ( events ) { - delete pdataCur.handle; - pdataCur.events = {}; - - for ( type in events ) { - for ( i = 0, l = events[ type ].length; i < l; i++ ) { - jQuery.event.add( dest, type, events[ type ][ i ] ); - } - } - } - } - - // 2. Copy user data - if ( dataUser.hasData( src ) ) { - udataOld = dataUser.access( src ); - udataCur = jQuery.extend( {}, udataOld ); - - dataUser.set( dest, udataCur ); - } -} - -// Fix IE bugs, see support tests -function fixInput( src, dest ) { - var nodeName = dest.nodeName.toLowerCase(); - - // Fails to persist the checked state of a cloned checkbox or radio button. - if ( nodeName === "input" && rcheckableType.test( src.type ) ) { - dest.checked = src.checked; - - // Fails to return the selected option to the default selected state when cloning options - } else if ( nodeName === "input" || nodeName === "textarea" ) { - dest.defaultValue = src.defaultValue; - } -} - -function domManip( collection, args, callback, ignored ) { - - // Flatten any nested arrays - args = concat.apply( [], args ); - - var fragment, first, scripts, hasScripts, node, doc, - i = 0, - l = collection.length, - iNoClone = l - 1, - value = args[ 0 ], - valueIsFunction = isFunction( value ); - - // We can't cloneNode fragments that contain checked, in WebKit - if ( valueIsFunction || - ( l > 1 && typeof value === "string" && - !support.checkClone && rchecked.test( value ) ) ) { - return collection.each( function( index ) { - var self = collection.eq( index ); - if ( valueIsFunction ) { - args[ 0 ] = value.call( this, index, self.html() ); - } - domManip( self, args, callback, ignored ); - } ); - } - - if ( l ) { - fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored ); - first = fragment.firstChild; - - if ( fragment.childNodes.length === 1 ) { - fragment = first; - } - - // Require either new content or an interest in ignored elements to invoke the callback - if ( first || ignored ) { - scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); - hasScripts = scripts.length; - - // Use the original fragment for the last item - // instead of the first because it can end up - // being emptied incorrectly in certain situations (#8070). - for ( ; i < l; i++ ) { - node = fragment; - - if ( i !== iNoClone ) { - node = jQuery.clone( node, true, true ); - - // Keep references to cloned scripts for later restoration - if ( hasScripts ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( scripts, getAll( node, "script" ) ); - } - } - - callback.call( collection[ i ], node, i ); - } - - if ( hasScripts ) { - doc = scripts[ scripts.length - 1 ].ownerDocument; - - // Reenable scripts - jQuery.map( scripts, restoreScript ); - - // Evaluate executable scripts on first document insertion - for ( i = 0; i < hasScripts; i++ ) { - node = scripts[ i ]; - if ( rscriptType.test( node.type || "" ) && - !dataPriv.access( node, "globalEval" ) && - jQuery.contains( doc, node ) ) { - - if ( node.src && ( node.type || "" ).toLowerCase() !== "module" ) { - - // Optional AJAX dependency, but won't run scripts if not present - if ( jQuery._evalUrl && !node.noModule ) { - jQuery._evalUrl( node.src, { - nonce: node.nonce || node.getAttribute( "nonce" ) - } ); - } - } else { - DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc ); - } - } - } - } - } - } - - return collection; -} - -function remove( elem, selector, keepData ) { - var node, - nodes = selector ? jQuery.filter( selector, elem ) : elem, - i = 0; - - for ( ; ( node = nodes[ i ] ) != null; i++ ) { - if ( !keepData && node.nodeType === 1 ) { - jQuery.cleanData( getAll( node ) ); - } - - if ( node.parentNode ) { - if ( keepData && isAttached( node ) ) { - setGlobalEval( getAll( node, "script" ) ); - } - node.parentNode.removeChild( node ); - } - } - - return elem; -} - -jQuery.extend( { - htmlPrefilter: function( html ) { - return html.replace( rxhtmlTag, "<$1>" ); - }, - - clone: function( elem, dataAndEvents, deepDataAndEvents ) { - var i, l, srcElements, destElements, - clone = elem.cloneNode( true ), - inPage = isAttached( elem ); - - // Fix IE cloning issues - if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) && - !jQuery.isXMLDoc( elem ) ) { - - // We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2 - destElements = getAll( clone ); - srcElements = getAll( elem ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - fixInput( srcElements[ i ], destElements[ i ] ); - } - } - - // Copy the events from the original to the clone - if ( dataAndEvents ) { - if ( deepDataAndEvents ) { - srcElements = srcElements || getAll( elem ); - destElements = destElements || getAll( clone ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - cloneCopyEvent( srcElements[ i ], destElements[ i ] ); - } - } else { - cloneCopyEvent( elem, clone ); - } - } - - // Preserve script evaluation history - destElements = getAll( clone, "script" ); - if ( destElements.length > 0 ) { - setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); - } - - // Return the cloned set - return clone; - }, - - cleanData: function( elems ) { - var data, elem, type, - special = jQuery.event.special, - i = 0; - - for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) { - if ( acceptData( elem ) ) { - if ( ( data = elem[ dataPriv.expando ] ) ) { - if ( data.events ) { - for ( type in data.events ) { - if ( special[ type ] ) { - jQuery.event.remove( elem, type ); - - // This is a shortcut to avoid jQuery.event.remove's overhead - } else { - jQuery.removeEvent( elem, type, data.handle ); - } - } - } - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataPriv.expando ] = undefined; - } - if ( elem[ dataUser.expando ] ) { - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataUser.expando ] = undefined; - } - } - } - } -} ); - -jQuery.fn.extend( { - detach: function( selector ) { - return remove( this, selector, true ); - }, - - remove: function( selector ) { - return remove( this, selector ); - }, - - text: function( value ) { - return access( this, function( value ) { - return value === undefined ? - jQuery.text( this ) : - this.empty().each( function() { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - this.textContent = value; - } - } ); - }, null, value, arguments.length ); - }, - - append: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.appendChild( elem ); - } - } ); - }, - - prepend: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.insertBefore( elem, target.firstChild ); - } - } ); - }, - - before: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this ); - } - } ); - }, - - after: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this.nextSibling ); - } - } ); - }, - - empty: function() { - var elem, - i = 0; - - for ( ; ( elem = this[ i ] ) != null; i++ ) { - if ( elem.nodeType === 1 ) { - - // Prevent memory leaks - jQuery.cleanData( getAll( elem, false ) ); - - // Remove any remaining nodes - elem.textContent = ""; - } - } - - return this; - }, - - clone: function( dataAndEvents, deepDataAndEvents ) { - dataAndEvents = dataAndEvents == null ? false : dataAndEvents; - deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; - - return this.map( function() { - return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); - } ); - }, - - html: function( value ) { - return access( this, function( value ) { - var elem = this[ 0 ] || {}, - i = 0, - l = this.length; - - if ( value === undefined && elem.nodeType === 1 ) { - return elem.innerHTML; - } - - // See if we can take a shortcut and just use innerHTML - if ( typeof value === "string" && !rnoInnerhtml.test( value ) && - !wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) { - - value = jQuery.htmlPrefilter( value ); - - try { - for ( ; i < l; i++ ) { - elem = this[ i ] || {}; - - // Remove element nodes and prevent memory leaks - if ( elem.nodeType === 1 ) { - jQuery.cleanData( getAll( elem, false ) ); - elem.innerHTML = value; - } - } - - elem = 0; - - // If using innerHTML throws an exception, use the fallback method - } catch ( e ) {} - } - - if ( elem ) { - this.empty().append( value ); - } - }, null, value, arguments.length ); - }, - - replaceWith: function() { - var ignored = []; - - // Make the changes, replacing each non-ignored context element with the new content - return domManip( this, arguments, function( elem ) { - var parent = this.parentNode; - - if ( jQuery.inArray( this, ignored ) < 0 ) { - jQuery.cleanData( getAll( this ) ); - if ( parent ) { - parent.replaceChild( elem, this ); - } - } - - // Force callback invocation - }, ignored ); - } -} ); - -jQuery.each( { - appendTo: "append", - prependTo: "prepend", - insertBefore: "before", - insertAfter: "after", - replaceAll: "replaceWith" -}, function( name, original ) { - jQuery.fn[ name ] = function( selector ) { - var elems, - ret = [], - insert = jQuery( selector ), - last = insert.length - 1, - i = 0; - - for ( ; i <= last; i++ ) { - elems = i === last ? this : this.clone( true ); - jQuery( insert[ i ] )[ original ]( elems ); - - // Support: Android <=4.0 only, PhantomJS 1 only - // .get() because push.apply(_, arraylike) throws on ancient WebKit - push.apply( ret, elems.get() ); - } - - return this.pushStack( ret ); - }; -} ); -var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" ); - -var getStyles = function( elem ) { - - // Support: IE <=11 only, Firefox <=30 (#15098, #14150) - // IE throws on elements created in popups - // FF meanwhile throws on frame elements through "defaultView.getComputedStyle" - var view = elem.ownerDocument.defaultView; - - if ( !view || !view.opener ) { - view = window; - } - - return view.getComputedStyle( elem ); - }; - -var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" ); - - - -( function() { - - // Executing both pixelPosition & boxSizingReliable tests require only one layout - // so they're executed at the same time to save the second computation. - function computeStyleTests() { - - // This is a singleton, we need to execute it only once - if ( !div ) { - return; - } - - container.style.cssText = "position:absolute;left:-11111px;width:60px;" + - "margin-top:1px;padding:0;border:0"; - div.style.cssText = - "position:relative;display:block;box-sizing:border-box;overflow:scroll;" + - "margin:auto;border:1px;padding:1px;" + - "width:60%;top:1%"; - documentElement.appendChild( container ).appendChild( div ); - - var divStyle = window.getComputedStyle( div ); - pixelPositionVal = divStyle.top !== "1%"; - - // Support: Android 4.0 - 4.3 only, Firefox <=3 - 44 - reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12; - - // Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3 - // Some styles come back with percentage values, even though they shouldn't - div.style.right = "60%"; - pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36; - - // Support: IE 9 - 11 only - // Detect misreporting of content dimensions for box-sizing:border-box elements - boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36; - - // Support: IE 9 only - // Detect overflow:scroll screwiness (gh-3699) - // Support: Chrome <=64 - // Don't get tricked when zoom affects offsetWidth (gh-4029) - div.style.position = "absolute"; - scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12; - - documentElement.removeChild( container ); - - // Nullify the div so it wouldn't be stored in the memory and - // it will also be a sign that checks already performed - div = null; - } - - function roundPixelMeasures( measure ) { - return Math.round( parseFloat( measure ) ); - } - - var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal, - reliableMarginLeftVal, - container = document.createElement( "div" ), - div = document.createElement( "div" ); - - // Finish early in limited (non-browser) environments - if ( !div.style ) { - return; - } - - // Support: IE <=9 - 11 only - // Style of cloned element affects source element cloned (#8908) - div.style.backgroundClip = "content-box"; - div.cloneNode( true ).style.backgroundClip = ""; - support.clearCloneStyle = div.style.backgroundClip === "content-box"; - - jQuery.extend( support, { - boxSizingReliable: function() { - computeStyleTests(); - return boxSizingReliableVal; - }, - pixelBoxStyles: function() { - computeStyleTests(); - return pixelBoxStylesVal; - }, - pixelPosition: function() { - computeStyleTests(); - return pixelPositionVal; - }, - reliableMarginLeft: function() { - computeStyleTests(); - return reliableMarginLeftVal; - }, - scrollboxSize: function() { - computeStyleTests(); - return scrollboxSizeVal; - } - } ); -} )(); - - -function curCSS( elem, name, computed ) { - var width, minWidth, maxWidth, ret, - - // Support: Firefox 51+ - // Retrieving style before computed somehow - // fixes an issue with getting wrong values - // on detached elements - style = elem.style; - - computed = computed || getStyles( elem ); - - // getPropertyValue is needed for: - // .css('filter') (IE 9 only, #12537) - // .css('--customProperty) (#3144) - if ( computed ) { - ret = computed.getPropertyValue( name ) || computed[ name ]; - - if ( ret === "" && !isAttached( elem ) ) { - ret = jQuery.style( elem, name ); - } - - // A tribute to the "awesome hack by Dean Edwards" - // Android Browser returns percentage for some values, - // but width seems to be reliably pixels. - // This is against the CSSOM draft spec: - // https://drafts.csswg.org/cssom/#resolved-values - if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) { - - // Remember the original values - width = style.width; - minWidth = style.minWidth; - maxWidth = style.maxWidth; - - // Put in the new values to get a computed value out - style.minWidth = style.maxWidth = style.width = ret; - ret = computed.width; - - // Revert the changed values - style.width = width; - style.minWidth = minWidth; - style.maxWidth = maxWidth; - } - } - - return ret !== undefined ? - - // Support: IE <=9 - 11 only - // IE returns zIndex value as an integer. - ret + "" : - ret; -} - - -function addGetHookIf( conditionFn, hookFn ) { - - // Define the hook, we'll check on the first run if it's really needed. - return { - get: function() { - if ( conditionFn() ) { - - // Hook not needed (or it's not possible to use it due - // to missing dependency), remove it. - delete this.get; - return; - } - - // Hook needed; redefine it so that the support test is not executed again. - return ( this.get = hookFn ).apply( this, arguments ); - } - }; -} - - -var cssPrefixes = [ "Webkit", "Moz", "ms" ], - emptyStyle = document.createElement( "div" ).style, - vendorProps = {}; - -// Return a vendor-prefixed property or undefined -function vendorPropName( name ) { - - // Check for vendor prefixed names - var capName = name[ 0 ].toUpperCase() + name.slice( 1 ), - i = cssPrefixes.length; - - while ( i-- ) { - name = cssPrefixes[ i ] + capName; - if ( name in emptyStyle ) { - return name; - } - } -} - -// Return a potentially-mapped jQuery.cssProps or vendor prefixed property -function finalPropName( name ) { - var final = jQuery.cssProps[ name ] || vendorProps[ name ]; - - if ( final ) { - return final; - } - if ( name in emptyStyle ) { - return name; - } - return vendorProps[ name ] = vendorPropName( name ) || name; -} - - -var - - // Swappable if display is none or starts with table - // except "table", "table-cell", or "table-caption" - // See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display - rdisplayswap = /^(none|table(?!-c[ea]).+)/, - rcustomProp = /^--/, - cssShow = { position: "absolute", visibility: "hidden", display: "block" }, - cssNormalTransform = { - letterSpacing: "0", - fontWeight: "400" - }; - -function setPositiveNumber( elem, value, subtract ) { - - // Any relative (+/-) values have already been - // normalized at this point - var matches = rcssNum.exec( value ); - return matches ? - - // Guard against undefined "subtract", e.g., when used as in cssHooks - Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) : - value; -} - -function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) { - var i = dimension === "width" ? 1 : 0, - extra = 0, - delta = 0; - - // Adjustment may not be necessary - if ( box === ( isBorderBox ? "border" : "content" ) ) { - return 0; - } - - for ( ; i < 4; i += 2 ) { - - // Both box models exclude margin - if ( box === "margin" ) { - delta += jQuery.css( elem, box + cssExpand[ i ], true, styles ); - } - - // If we get here with a content-box, we're seeking "padding" or "border" or "margin" - if ( !isBorderBox ) { - - // Add padding - delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - - // For "border" or "margin", add border - if ( box !== "padding" ) { - delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - - // But still keep track of it otherwise - } else { - extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - - // If we get here with a border-box (content + padding + border), we're seeking "content" or - // "padding" or "margin" - } else { - - // For "content", subtract padding - if ( box === "content" ) { - delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - } - - // For "content" or "padding", subtract border - if ( box !== "margin" ) { - delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - } - } - - // Account for positive content-box scroll gutter when requested by providing computedVal - if ( !isBorderBox && computedVal >= 0 ) { - - // offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border - // Assuming integer scroll gutter, subtract the rest and round down - delta += Math.max( 0, Math.ceil( - elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - - computedVal - - delta - - extra - - 0.5 - - // If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter - // Use an explicit zero to avoid NaN (gh-3964) - ) ) || 0; - } - - return delta; -} - -function getWidthOrHeight( elem, dimension, extra ) { - - // Start with computed style - var styles = getStyles( elem ), - - // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322). - // Fake content-box until we know it's needed to know the true value. - boxSizingNeeded = !support.boxSizingReliable() || extra, - isBorderBox = boxSizingNeeded && - jQuery.css( elem, "boxSizing", false, styles ) === "border-box", - valueIsBorderBox = isBorderBox, - - val = curCSS( elem, dimension, styles ), - offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ); - - // Support: Firefox <=54 - // Return a confounding non-pixel value or feign ignorance, as appropriate. - if ( rnumnonpx.test( val ) ) { - if ( !extra ) { - return val; - } - val = "auto"; - } - - - // Fall back to offsetWidth/offsetHeight when value is "auto" - // This happens for inline elements with no explicit setting (gh-3571) - // Support: Android <=4.1 - 4.3 only - // Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602) - // Support: IE 9-11 only - // Also use offsetWidth/offsetHeight for when box sizing is unreliable - // We use getClientRects() to check for hidden/disconnected. - // In those cases, the computed value can be trusted to be border-box - if ( ( !support.boxSizingReliable() && isBorderBox || - val === "auto" || - !parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) && - elem.getClientRects().length ) { - - isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box"; - - // Where available, offsetWidth/offsetHeight approximate border box dimensions. - // Where not available (e.g., SVG), assume unreliable box-sizing and interpret the - // retrieved value as a content box dimension. - valueIsBorderBox = offsetProp in elem; - if ( valueIsBorderBox ) { - val = elem[ offsetProp ]; - } - } - - // Normalize "" and auto - val = parseFloat( val ) || 0; - - // Adjust for the element's box model - return ( val + - boxModelAdjustment( - elem, - dimension, - extra || ( isBorderBox ? "border" : "content" ), - valueIsBorderBox, - styles, - - // Provide the current computed size to request scroll gutter calculation (gh-3589) - val - ) - ) + "px"; -} - -jQuery.extend( { - - // Add in style property hooks for overriding the default - // behavior of getting and setting a style property - cssHooks: { - opacity: { - get: function( elem, computed ) { - if ( computed ) { - - // We should always get a number back from opacity - var ret = curCSS( elem, "opacity" ); - return ret === "" ? "1" : ret; - } - } - } - }, - - // Don't automatically add "px" to these possibly-unitless properties - cssNumber: { - "animationIterationCount": true, - "columnCount": true, - "fillOpacity": true, - "flexGrow": true, - "flexShrink": true, - "fontWeight": true, - "gridArea": true, - "gridColumn": true, - "gridColumnEnd": true, - "gridColumnStart": true, - "gridRow": true, - "gridRowEnd": true, - "gridRowStart": true, - "lineHeight": true, - "opacity": true, - "order": true, - "orphans": true, - "widows": true, - "zIndex": true, - "zoom": true - }, - - // Add in properties whose names you wish to fix before - // setting or getting the value - cssProps: {}, - - // Get and set the style property on a DOM Node - style: function( elem, name, value, extra ) { - - // Don't set styles on text and comment nodes - if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) { - return; - } - - // Make sure that we're working with the right name - var ret, type, hooks, - origName = camelCase( name ), - isCustomProp = rcustomProp.test( name ), - style = elem.style; - - // Make sure that we're working with the right name. We don't - // want to query the value if it is a CSS custom property - // since they are user-defined. - if ( !isCustomProp ) { - name = finalPropName( origName ); - } - - // Gets hook for the prefixed version, then unprefixed version - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // Check if we're setting a value - if ( value !== undefined ) { - type = typeof value; - - // Convert "+=" or "-=" to relative numbers (#7345) - if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) { - value = adjustCSS( elem, name, ret ); - - // Fixes bug #9237 - type = "number"; - } - - // Make sure that null and NaN values aren't set (#7116) - if ( value == null || value !== value ) { - return; - } - - // If a number was passed in, add the unit (except for certain CSS properties) - // The isCustomProp check can be removed in jQuery 4.0 when we only auto-append - // "px" to a few hardcoded values. - if ( type === "number" && !isCustomProp ) { - value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" ); - } - - // background-* props affect original clone's values - if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) { - style[ name ] = "inherit"; - } - - // If a hook was provided, use that value, otherwise just set the specified value - if ( !hooks || !( "set" in hooks ) || - ( value = hooks.set( elem, value, extra ) ) !== undefined ) { - - if ( isCustomProp ) { - style.setProperty( name, value ); - } else { - style[ name ] = value; - } - } - - } else { - - // If a hook was provided get the non-computed value from there - if ( hooks && "get" in hooks && - ( ret = hooks.get( elem, false, extra ) ) !== undefined ) { - - return ret; - } - - // Otherwise just get the value from the style object - return style[ name ]; - } - }, - - css: function( elem, name, extra, styles ) { - var val, num, hooks, - origName = camelCase( name ), - isCustomProp = rcustomProp.test( name ); - - // Make sure that we're working with the right name. We don't - // want to modify the value if it is a CSS custom property - // since they are user-defined. - if ( !isCustomProp ) { - name = finalPropName( origName ); - } - - // Try prefixed name followed by the unprefixed name - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // If a hook was provided get the computed value from there - if ( hooks && "get" in hooks ) { - val = hooks.get( elem, true, extra ); - } - - // Otherwise, if a way to get the computed value exists, use that - if ( val === undefined ) { - val = curCSS( elem, name, styles ); - } - - // Convert "normal" to computed value - if ( val === "normal" && name in cssNormalTransform ) { - val = cssNormalTransform[ name ]; - } - - // Make numeric if forced or a qualifier was provided and val looks numeric - if ( extra === "" || extra ) { - num = parseFloat( val ); - return extra === true || isFinite( num ) ? num || 0 : val; - } - - return val; - } -} ); - -jQuery.each( [ "height", "width" ], function( i, dimension ) { - jQuery.cssHooks[ dimension ] = { - get: function( elem, computed, extra ) { - if ( computed ) { - - // Certain elements can have dimension info if we invisibly show them - // but it must have a current display style that would benefit - return rdisplayswap.test( jQuery.css( elem, "display" ) ) && - - // Support: Safari 8+ - // Table columns in Safari have non-zero offsetWidth & zero - // getBoundingClientRect().width unless display is changed. - // Support: IE <=11 only - // Running getBoundingClientRect on a disconnected node - // in IE throws an error. - ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? - swap( elem, cssShow, function() { - return getWidthOrHeight( elem, dimension, extra ); - } ) : - getWidthOrHeight( elem, dimension, extra ); - } - }, - - set: function( elem, value, extra ) { - var matches, - styles = getStyles( elem ), - - // Only read styles.position if the test has a chance to fail - // to avoid forcing a reflow. - scrollboxSizeBuggy = !support.scrollboxSize() && - styles.position === "absolute", - - // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991) - boxSizingNeeded = scrollboxSizeBuggy || extra, - isBorderBox = boxSizingNeeded && - jQuery.css( elem, "boxSizing", false, styles ) === "border-box", - subtract = extra ? - boxModelAdjustment( - elem, - dimension, - extra, - isBorderBox, - styles - ) : - 0; - - // Account for unreliable border-box dimensions by comparing offset* to computed and - // faking a content-box to get border and padding (gh-3699) - if ( isBorderBox && scrollboxSizeBuggy ) { - subtract -= Math.ceil( - elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - - parseFloat( styles[ dimension ] ) - - boxModelAdjustment( elem, dimension, "border", false, styles ) - - 0.5 - ); - } - - // Convert to pixels if value adjustment is needed - if ( subtract && ( matches = rcssNum.exec( value ) ) && - ( matches[ 3 ] || "px" ) !== "px" ) { - - elem.style[ dimension ] = value; - value = jQuery.css( elem, dimension ); - } - - return setPositiveNumber( elem, value, subtract ); - } - }; -} ); - -jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft, - function( elem, computed ) { - if ( computed ) { - return ( parseFloat( curCSS( elem, "marginLeft" ) ) || - elem.getBoundingClientRect().left - - swap( elem, { marginLeft: 0 }, function() { - return elem.getBoundingClientRect().left; - } ) - ) + "px"; - } - } -); - -// These hooks are used by animate to expand properties -jQuery.each( { - margin: "", - padding: "", - border: "Width" -}, function( prefix, suffix ) { - jQuery.cssHooks[ prefix + suffix ] = { - expand: function( value ) { - var i = 0, - expanded = {}, - - // Assumes a single number if not a string - parts = typeof value === "string" ? value.split( " " ) : [ value ]; - - for ( ; i < 4; i++ ) { - expanded[ prefix + cssExpand[ i ] + suffix ] = - parts[ i ] || parts[ i - 2 ] || parts[ 0 ]; - } - - return expanded; - } - }; - - if ( prefix !== "margin" ) { - jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber; - } -} ); - -jQuery.fn.extend( { - css: function( name, value ) { - return access( this, function( elem, name, value ) { - var styles, len, - map = {}, - i = 0; - - if ( Array.isArray( name ) ) { - styles = getStyles( elem ); - len = name.length; - - for ( ; i < len; i++ ) { - map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles ); - } - - return map; - } - - return value !== undefined ? - jQuery.style( elem, name, value ) : - jQuery.css( elem, name ); - }, name, value, arguments.length > 1 ); - } -} ); - - -function Tween( elem, options, prop, end, easing ) { - return new Tween.prototype.init( elem, options, prop, end, easing ); -} -jQuery.Tween = Tween; - -Tween.prototype = { - constructor: Tween, - init: function( elem, options, prop, end, easing, unit ) { - this.elem = elem; - this.prop = prop; - this.easing = easing || jQuery.easing._default; - this.options = options; - this.start = this.now = this.cur(); - this.end = end; - this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" ); - }, - cur: function() { - var hooks = Tween.propHooks[ this.prop ]; - - return hooks && hooks.get ? - hooks.get( this ) : - Tween.propHooks._default.get( this ); - }, - run: function( percent ) { - var eased, - hooks = Tween.propHooks[ this.prop ]; - - if ( this.options.duration ) { - this.pos = eased = jQuery.easing[ this.easing ]( - percent, this.options.duration * percent, 0, 1, this.options.duration - ); - } else { - this.pos = eased = percent; - } - this.now = ( this.end - this.start ) * eased + this.start; - - if ( this.options.step ) { - this.options.step.call( this.elem, this.now, this ); - } - - if ( hooks && hooks.set ) { - hooks.set( this ); - } else { - Tween.propHooks._default.set( this ); - } - return this; - } -}; - -Tween.prototype.init.prototype = Tween.prototype; - -Tween.propHooks = { - _default: { - get: function( tween ) { - var result; - - // Use a property on the element directly when it is not a DOM element, - // or when there is no matching style property that exists. - if ( tween.elem.nodeType !== 1 || - tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) { - return tween.elem[ tween.prop ]; - } - - // Passing an empty string as a 3rd parameter to .css will automatically - // attempt a parseFloat and fallback to a string if the parse fails. - // Simple values such as "10px" are parsed to Float; - // complex values such as "rotate(1rad)" are returned as-is. - result = jQuery.css( tween.elem, tween.prop, "" ); - - // Empty strings, null, undefined and "auto" are converted to 0. - return !result || result === "auto" ? 0 : result; - }, - set: function( tween ) { - - // Use step hook for back compat. - // Use cssHook if its there. - // Use .style if available and use plain properties where available. - if ( jQuery.fx.step[ tween.prop ] ) { - jQuery.fx.step[ tween.prop ]( tween ); - } else if ( tween.elem.nodeType === 1 && ( - jQuery.cssHooks[ tween.prop ] || - tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) { - jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); - } else { - tween.elem[ tween.prop ] = tween.now; - } - } - } -}; - -// Support: IE <=9 only -// Panic based approach to setting things on disconnected nodes -Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = { - set: function( tween ) { - if ( tween.elem.nodeType && tween.elem.parentNode ) { - tween.elem[ tween.prop ] = tween.now; - } - } -}; - -jQuery.easing = { - linear: function( p ) { - return p; - }, - swing: function( p ) { - return 0.5 - Math.cos( p * Math.PI ) / 2; - }, - _default: "swing" -}; - -jQuery.fx = Tween.prototype.init; - -// Back compat <1.8 extension point -jQuery.fx.step = {}; - - - - -var - fxNow, inProgress, - rfxtypes = /^(?:toggle|show|hide)$/, - rrun = /queueHooks$/; - -function schedule() { - if ( inProgress ) { - if ( document.hidden === false && window.requestAnimationFrame ) { - window.requestAnimationFrame( schedule ); - } else { - window.setTimeout( schedule, jQuery.fx.interval ); - } - - jQuery.fx.tick(); - } -} - -// Animations created synchronously will run synchronously -function createFxNow() { - window.setTimeout( function() { - fxNow = undefined; - } ); - return ( fxNow = Date.now() ); -} - -// Generate parameters to create a standard animation -function genFx( type, includeWidth ) { - var which, - i = 0, - attrs = { height: type }; - - // If we include width, step value is 1 to do all cssExpand values, - // otherwise step value is 2 to skip over Left and Right - includeWidth = includeWidth ? 1 : 0; - for ( ; i < 4; i += 2 - includeWidth ) { - which = cssExpand[ i ]; - attrs[ "margin" + which ] = attrs[ "padding" + which ] = type; - } - - if ( includeWidth ) { - attrs.opacity = attrs.width = type; - } - - return attrs; -} - -function createTween( value, prop, animation ) { - var tween, - collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ), - index = 0, - length = collection.length; - for ( ; index < length; index++ ) { - if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) { - - // We're done with this property - return tween; - } - } -} - -function defaultPrefilter( elem, props, opts ) { - var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display, - isBox = "width" in props || "height" in props, - anim = this, - orig = {}, - style = elem.style, - hidden = elem.nodeType && isHiddenWithinTree( elem ), - dataShow = dataPriv.get( elem, "fxshow" ); - - // Queue-skipping animations hijack the fx hooks - if ( !opts.queue ) { - hooks = jQuery._queueHooks( elem, "fx" ); - if ( hooks.unqueued == null ) { - hooks.unqueued = 0; - oldfire = hooks.empty.fire; - hooks.empty.fire = function() { - if ( !hooks.unqueued ) { - oldfire(); - } - }; - } - hooks.unqueued++; - - anim.always( function() { - - // Ensure the complete handler is called before this completes - anim.always( function() { - hooks.unqueued--; - if ( !jQuery.queue( elem, "fx" ).length ) { - hooks.empty.fire(); - } - } ); - } ); - } - - // Detect show/hide animations - for ( prop in props ) { - value = props[ prop ]; - if ( rfxtypes.test( value ) ) { - delete props[ prop ]; - toggle = toggle || value === "toggle"; - if ( value === ( hidden ? "hide" : "show" ) ) { - - // Pretend to be hidden if this is a "show" and - // there is still data from a stopped show/hide - if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) { - hidden = true; - - // Ignore all other no-op show/hide data - } else { - continue; - } - } - orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop ); - } - } - - // Bail out if this is a no-op like .hide().hide() - propTween = !jQuery.isEmptyObject( props ); - if ( !propTween && jQuery.isEmptyObject( orig ) ) { - return; - } - - // Restrict "overflow" and "display" styles during box animations - if ( isBox && elem.nodeType === 1 ) { - - // Support: IE <=9 - 11, Edge 12 - 15 - // Record all 3 overflow attributes because IE does not infer the shorthand - // from identically-valued overflowX and overflowY and Edge just mirrors - // the overflowX value there. - opts.overflow = [ style.overflow, style.overflowX, style.overflowY ]; - - // Identify a display type, preferring old show/hide data over the CSS cascade - restoreDisplay = dataShow && dataShow.display; - if ( restoreDisplay == null ) { - restoreDisplay = dataPriv.get( elem, "display" ); - } - display = jQuery.css( elem, "display" ); - if ( display === "none" ) { - if ( restoreDisplay ) { - display = restoreDisplay; - } else { - - // Get nonempty value(s) by temporarily forcing visibility - showHide( [ elem ], true ); - restoreDisplay = elem.style.display || restoreDisplay; - display = jQuery.css( elem, "display" ); - showHide( [ elem ] ); - } - } - - // Animate inline elements as inline-block - if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) { - if ( jQuery.css( elem, "float" ) === "none" ) { - - // Restore the original display value at the end of pure show/hide animations - if ( !propTween ) { - anim.done( function() { - style.display = restoreDisplay; - } ); - if ( restoreDisplay == null ) { - display = style.display; - restoreDisplay = display === "none" ? "" : display; - } - } - style.display = "inline-block"; - } - } - } - - if ( opts.overflow ) { - style.overflow = "hidden"; - anim.always( function() { - style.overflow = opts.overflow[ 0 ]; - style.overflowX = opts.overflow[ 1 ]; - style.overflowY = opts.overflow[ 2 ]; - } ); - } - - // Implement show/hide animations - propTween = false; - for ( prop in orig ) { - - // General show/hide setup for this element animation - if ( !propTween ) { - if ( dataShow ) { - if ( "hidden" in dataShow ) { - hidden = dataShow.hidden; - } - } else { - dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } ); - } - - // Store hidden/visible for toggle so `.stop().toggle()` "reverses" - if ( toggle ) { - dataShow.hidden = !hidden; - } - - // Show elements before animating them - if ( hidden ) { - showHide( [ elem ], true ); - } - - /* eslint-disable no-loop-func */ - - anim.done( function() { - - /* eslint-enable no-loop-func */ - - // The final step of a "hide" animation is actually hiding the element - if ( !hidden ) { - showHide( [ elem ] ); - } - dataPriv.remove( elem, "fxshow" ); - for ( prop in orig ) { - jQuery.style( elem, prop, orig[ prop ] ); - } - } ); - } - - // Per-property setup - propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim ); - if ( !( prop in dataShow ) ) { - dataShow[ prop ] = propTween.start; - if ( hidden ) { - propTween.end = propTween.start; - propTween.start = 0; - } - } - } -} - -function propFilter( props, specialEasing ) { - var index, name, easing, value, hooks; - - // camelCase, specialEasing and expand cssHook pass - for ( index in props ) { - name = camelCase( index ); - easing = specialEasing[ name ]; - value = props[ index ]; - if ( Array.isArray( value ) ) { - easing = value[ 1 ]; - value = props[ index ] = value[ 0 ]; - } - - if ( index !== name ) { - props[ name ] = value; - delete props[ index ]; - } - - hooks = jQuery.cssHooks[ name ]; - if ( hooks && "expand" in hooks ) { - value = hooks.expand( value ); - delete props[ name ]; - - // Not quite $.extend, this won't overwrite existing keys. - // Reusing 'index' because we have the correct "name" - for ( index in value ) { - if ( !( index in props ) ) { - props[ index ] = value[ index ]; - specialEasing[ index ] = easing; - } - } - } else { - specialEasing[ name ] = easing; - } - } -} - -function Animation( elem, properties, options ) { - var result, - stopped, - index = 0, - length = Animation.prefilters.length, - deferred = jQuery.Deferred().always( function() { - - // Don't match elem in the :animated selector - delete tick.elem; - } ), - tick = function() { - if ( stopped ) { - return false; - } - var currentTime = fxNow || createFxNow(), - remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ), - - // Support: Android 2.3 only - // Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497) - temp = remaining / animation.duration || 0, - percent = 1 - temp, - index = 0, - length = animation.tweens.length; - - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( percent ); - } - - deferred.notifyWith( elem, [ animation, percent, remaining ] ); - - // If there's more to do, yield - if ( percent < 1 && length ) { - return remaining; - } - - // If this was an empty animation, synthesize a final progress notification - if ( !length ) { - deferred.notifyWith( elem, [ animation, 1, 0 ] ); - } - - // Resolve the animation and report its conclusion - deferred.resolveWith( elem, [ animation ] ); - return false; - }, - animation = deferred.promise( { - elem: elem, - props: jQuery.extend( {}, properties ), - opts: jQuery.extend( true, { - specialEasing: {}, - easing: jQuery.easing._default - }, options ), - originalProperties: properties, - originalOptions: options, - startTime: fxNow || createFxNow(), - duration: options.duration, - tweens: [], - createTween: function( prop, end ) { - var tween = jQuery.Tween( elem, animation.opts, prop, end, - animation.opts.specialEasing[ prop ] || animation.opts.easing ); - animation.tweens.push( tween ); - return tween; - }, - stop: function( gotoEnd ) { - var index = 0, - - // If we are going to the end, we want to run all the tweens - // otherwise we skip this part - length = gotoEnd ? animation.tweens.length : 0; - if ( stopped ) { - return this; - } - stopped = true; - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( 1 ); - } - - // Resolve when we played the last frame; otherwise, reject - if ( gotoEnd ) { - deferred.notifyWith( elem, [ animation, 1, 0 ] ); - deferred.resolveWith( elem, [ animation, gotoEnd ] ); - } else { - deferred.rejectWith( elem, [ animation, gotoEnd ] ); - } - return this; - } - } ), - props = animation.props; - - propFilter( props, animation.opts.specialEasing ); - - for ( ; index < length; index++ ) { - result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts ); - if ( result ) { - if ( isFunction( result.stop ) ) { - jQuery._queueHooks( animation.elem, animation.opts.queue ).stop = - result.stop.bind( result ); - } - return result; - } - } - - jQuery.map( props, createTween, animation ); - - if ( isFunction( animation.opts.start ) ) { - animation.opts.start.call( elem, animation ); - } - - // Attach callbacks from options - animation - .progress( animation.opts.progress ) - .done( animation.opts.done, animation.opts.complete ) - .fail( animation.opts.fail ) - .always( animation.opts.always ); - - jQuery.fx.timer( - jQuery.extend( tick, { - elem: elem, - anim: animation, - queue: animation.opts.queue - } ) - ); - - return animation; -} - -jQuery.Animation = jQuery.extend( Animation, { - - tweeners: { - "*": [ function( prop, value ) { - var tween = this.createTween( prop, value ); - adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween ); - return tween; - } ] - }, - - tweener: function( props, callback ) { - if ( isFunction( props ) ) { - callback = props; - props = [ "*" ]; - } else { - props = props.match( rnothtmlwhite ); - } - - var prop, - index = 0, - length = props.length; - - for ( ; index < length; index++ ) { - prop = props[ index ]; - Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || []; - Animation.tweeners[ prop ].unshift( callback ); - } - }, - - prefilters: [ defaultPrefilter ], - - prefilter: function( callback, prepend ) { - if ( prepend ) { - Animation.prefilters.unshift( callback ); - } else { - Animation.prefilters.push( callback ); - } - } -} ); - -jQuery.speed = function( speed, easing, fn ) { - var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : { - complete: fn || !fn && easing || - isFunction( speed ) && speed, - duration: speed, - easing: fn && easing || easing && !isFunction( easing ) && easing - }; - - // Go to the end state if fx are off - if ( jQuery.fx.off ) { - opt.duration = 0; - - } else { - if ( typeof opt.duration !== "number" ) { - if ( opt.duration in jQuery.fx.speeds ) { - opt.duration = jQuery.fx.speeds[ opt.duration ]; - - } else { - opt.duration = jQuery.fx.speeds._default; - } - } - } - - // Normalize opt.queue - true/undefined/null -> "fx" - if ( opt.queue == null || opt.queue === true ) { - opt.queue = "fx"; - } - - // Queueing - opt.old = opt.complete; - - opt.complete = function() { - if ( isFunction( opt.old ) ) { - opt.old.call( this ); - } - - if ( opt.queue ) { - jQuery.dequeue( this, opt.queue ); - } - }; - - return opt; -}; - -jQuery.fn.extend( { - fadeTo: function( speed, to, easing, callback ) { - - // Show any hidden elements after setting opacity to 0 - return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show() - - // Animate to the value specified - .end().animate( { opacity: to }, speed, easing, callback ); - }, - animate: function( prop, speed, easing, callback ) { - var empty = jQuery.isEmptyObject( prop ), - optall = jQuery.speed( speed, easing, callback ), - doAnimation = function() { - - // Operate on a copy of prop so per-property easing won't be lost - var anim = Animation( this, jQuery.extend( {}, prop ), optall ); - - // Empty animations, or finishing resolves immediately - if ( empty || dataPriv.get( this, "finish" ) ) { - anim.stop( true ); - } - }; - doAnimation.finish = doAnimation; - - return empty || optall.queue === false ? - this.each( doAnimation ) : - this.queue( optall.queue, doAnimation ); - }, - stop: function( type, clearQueue, gotoEnd ) { - var stopQueue = function( hooks ) { - var stop = hooks.stop; - delete hooks.stop; - stop( gotoEnd ); - }; - - if ( typeof type !== "string" ) { - gotoEnd = clearQueue; - clearQueue = type; - type = undefined; - } - if ( clearQueue && type !== false ) { - this.queue( type || "fx", [] ); - } - - return this.each( function() { - var dequeue = true, - index = type != null && type + "queueHooks", - timers = jQuery.timers, - data = dataPriv.get( this ); - - if ( index ) { - if ( data[ index ] && data[ index ].stop ) { - stopQueue( data[ index ] ); - } - } else { - for ( index in data ) { - if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) { - stopQueue( data[ index ] ); - } - } - } - - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && - ( type == null || timers[ index ].queue === type ) ) { - - timers[ index ].anim.stop( gotoEnd ); - dequeue = false; - timers.splice( index, 1 ); - } - } - - // Start the next in the queue if the last step wasn't forced. - // Timers currently will call their complete callbacks, which - // will dequeue but only if they were gotoEnd. - if ( dequeue || !gotoEnd ) { - jQuery.dequeue( this, type ); - } - } ); - }, - finish: function( type ) { - if ( type !== false ) { - type = type || "fx"; - } - return this.each( function() { - var index, - data = dataPriv.get( this ), - queue = data[ type + "queue" ], - hooks = data[ type + "queueHooks" ], - timers = jQuery.timers, - length = queue ? queue.length : 0; - - // Enable finishing flag on private data - data.finish = true; - - // Empty the queue first - jQuery.queue( this, type, [] ); - - if ( hooks && hooks.stop ) { - hooks.stop.call( this, true ); - } - - // Look for any active animations, and finish them - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && timers[ index ].queue === type ) { - timers[ index ].anim.stop( true ); - timers.splice( index, 1 ); - } - } - - // Look for any animations in the old queue and finish them - for ( index = 0; index < length; index++ ) { - if ( queue[ index ] && queue[ index ].finish ) { - queue[ index ].finish.call( this ); - } - } - - // Turn off finishing flag - delete data.finish; - } ); - } -} ); - -jQuery.each( [ "toggle", "show", "hide" ], function( i, name ) { - var cssFn = jQuery.fn[ name ]; - jQuery.fn[ name ] = function( speed, easing, callback ) { - return speed == null || typeof speed === "boolean" ? - cssFn.apply( this, arguments ) : - this.animate( genFx( name, true ), speed, easing, callback ); - }; -} ); - -// Generate shortcuts for custom animations -jQuery.each( { - slideDown: genFx( "show" ), - slideUp: genFx( "hide" ), - slideToggle: genFx( "toggle" ), - fadeIn: { opacity: "show" }, - fadeOut: { opacity: "hide" }, - fadeToggle: { opacity: "toggle" } -}, function( name, props ) { - jQuery.fn[ name ] = function( speed, easing, callback ) { - return this.animate( props, speed, easing, callback ); - }; -} ); - -jQuery.timers = []; -jQuery.fx.tick = function() { - var timer, - i = 0, - timers = jQuery.timers; - - fxNow = Date.now(); - - for ( ; i < timers.length; i++ ) { - timer = timers[ i ]; - - // Run the timer and safely remove it when done (allowing for external removal) - if ( !timer() && timers[ i ] === timer ) { - timers.splice( i--, 1 ); - } - } - - if ( !timers.length ) { - jQuery.fx.stop(); - } - fxNow = undefined; -}; - -jQuery.fx.timer = function( timer ) { - jQuery.timers.push( timer ); - jQuery.fx.start(); -}; - -jQuery.fx.interval = 13; -jQuery.fx.start = function() { - if ( inProgress ) { - return; - } - - inProgress = true; - schedule(); -}; - -jQuery.fx.stop = function() { - inProgress = null; -}; - -jQuery.fx.speeds = { - slow: 600, - fast: 200, - - // Default speed - _default: 400 -}; - - -// Based off of the plugin by Clint Helfers, with permission. -// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/ -jQuery.fn.delay = function( time, type ) { - time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time; - type = type || "fx"; - - return this.queue( type, function( next, hooks ) { - var timeout = window.setTimeout( next, time ); - hooks.stop = function() { - window.clearTimeout( timeout ); - }; - } ); -}; - - -( function() { - var input = document.createElement( "input" ), - select = document.createElement( "select" ), - opt = select.appendChild( document.createElement( "option" ) ); - - input.type = "checkbox"; - - // Support: Android <=4.3 only - // Default value for a checkbox should be "on" - support.checkOn = input.value !== ""; - - // Support: IE <=11 only - // Must access selectedIndex to make default options select - support.optSelected = opt.selected; - - // Support: IE <=11 only - // An input loses its value after becoming a radio - input = document.createElement( "input" ); - input.value = "t"; - input.type = "radio"; - support.radioValue = input.value === "t"; -} )(); - - -var boolHook, - attrHandle = jQuery.expr.attrHandle; - -jQuery.fn.extend( { - attr: function( name, value ) { - return access( this, jQuery.attr, name, value, arguments.length > 1 ); - }, - - removeAttr: function( name ) { - return this.each( function() { - jQuery.removeAttr( this, name ); - } ); - } -} ); - -jQuery.extend( { - attr: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set attributes on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - // Fallback to prop when attributes are not supported - if ( typeof elem.getAttribute === "undefined" ) { - return jQuery.prop( elem, name, value ); - } - - // Attribute hooks are determined by the lowercase version - // Grab necessary hook if one is defined - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - hooks = jQuery.attrHooks[ name.toLowerCase() ] || - ( jQuery.expr.match.bool.test( name ) ? boolHook : undefined ); - } - - if ( value !== undefined ) { - if ( value === null ) { - jQuery.removeAttr( elem, name ); - return; - } - - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - elem.setAttribute( name, value + "" ); - return value; - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - ret = jQuery.find.attr( elem, name ); - - // Non-existent attributes return null, we normalize to undefined - return ret == null ? undefined : ret; - }, - - attrHooks: { - type: { - set: function( elem, value ) { - if ( !support.radioValue && value === "radio" && - nodeName( elem, "input" ) ) { - var val = elem.value; - elem.setAttribute( "type", value ); - if ( val ) { - elem.value = val; - } - return value; - } - } - } - }, - - removeAttr: function( elem, value ) { - var name, - i = 0, - - // Attribute names can contain non-HTML whitespace characters - // https://html.spec.whatwg.org/multipage/syntax.html#attributes-2 - attrNames = value && value.match( rnothtmlwhite ); - - if ( attrNames && elem.nodeType === 1 ) { - while ( ( name = attrNames[ i++ ] ) ) { - elem.removeAttribute( name ); - } - } - } -} ); - -// Hooks for boolean attributes -boolHook = { - set: function( elem, value, name ) { - if ( value === false ) { - - // Remove boolean attributes when set to false - jQuery.removeAttr( elem, name ); - } else { - elem.setAttribute( name, name ); - } - return name; - } -}; - -jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( i, name ) { - var getter = attrHandle[ name ] || jQuery.find.attr; - - attrHandle[ name ] = function( elem, name, isXML ) { - var ret, handle, - lowercaseName = name.toLowerCase(); - - if ( !isXML ) { - - // Avoid an infinite loop by temporarily removing this function from the getter - handle = attrHandle[ lowercaseName ]; - attrHandle[ lowercaseName ] = ret; - ret = getter( elem, name, isXML ) != null ? - lowercaseName : - null; - attrHandle[ lowercaseName ] = handle; - } - return ret; - }; -} ); - - - - -var rfocusable = /^(?:input|select|textarea|button)$/i, - rclickable = /^(?:a|area)$/i; - -jQuery.fn.extend( { - prop: function( name, value ) { - return access( this, jQuery.prop, name, value, arguments.length > 1 ); - }, - - removeProp: function( name ) { - return this.each( function() { - delete this[ jQuery.propFix[ name ] || name ]; - } ); - } -} ); - -jQuery.extend( { - prop: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set properties on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - - // Fix name and attach hooks - name = jQuery.propFix[ name ] || name; - hooks = jQuery.propHooks[ name ]; - } - - if ( value !== undefined ) { - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - return ( elem[ name ] = value ); - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - return elem[ name ]; - }, - - propHooks: { - tabIndex: { - get: function( elem ) { - - // Support: IE <=9 - 11 only - // elem.tabIndex doesn't always return the - // correct value when it hasn't been explicitly set - // https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/ - // Use proper attribute retrieval(#12072) - var tabindex = jQuery.find.attr( elem, "tabindex" ); - - if ( tabindex ) { - return parseInt( tabindex, 10 ); - } - - if ( - rfocusable.test( elem.nodeName ) || - rclickable.test( elem.nodeName ) && - elem.href - ) { - return 0; - } - - return -1; - } - } - }, - - propFix: { - "for": "htmlFor", - "class": "className" - } -} ); - -// Support: IE <=11 only -// Accessing the selectedIndex property -// forces the browser to respect setting selected -// on the option -// The getter ensures a default option is selected -// when in an optgroup -// eslint rule "no-unused-expressions" is disabled for this code -// since it considers such accessions noop -if ( !support.optSelected ) { - jQuery.propHooks.selected = { - get: function( elem ) { - - /* eslint no-unused-expressions: "off" */ - - var parent = elem.parentNode; - if ( parent && parent.parentNode ) { - parent.parentNode.selectedIndex; - } - return null; - }, - set: function( elem ) { - - /* eslint no-unused-expressions: "off" */ - - var parent = elem.parentNode; - if ( parent ) { - parent.selectedIndex; - - if ( parent.parentNode ) { - parent.parentNode.selectedIndex; - } - } - } - }; -} - -jQuery.each( [ - "tabIndex", - "readOnly", - "maxLength", - "cellSpacing", - "cellPadding", - "rowSpan", - "colSpan", - "useMap", - "frameBorder", - "contentEditable" -], function() { - jQuery.propFix[ this.toLowerCase() ] = this; -} ); - - - - - // Strip and collapse whitespace according to HTML spec - // https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace - function stripAndCollapse( value ) { - var tokens = value.match( rnothtmlwhite ) || []; - return tokens.join( " " ); - } - - -function getClass( elem ) { - return elem.getAttribute && elem.getAttribute( "class" ) || ""; -} - -function classesToArray( value ) { - if ( Array.isArray( value ) ) { - return value; - } - if ( typeof value === "string" ) { - return value.match( rnothtmlwhite ) || []; - } - return []; -} - -jQuery.fn.extend( { - addClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).addClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - classes = classesToArray( value ); - - if ( classes.length ) { - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - if ( cur.indexOf( " " + clazz + " " ) < 0 ) { - cur += clazz + " "; - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = stripAndCollapse( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - removeClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - if ( !arguments.length ) { - return this.attr( "class", "" ); - } - - classes = classesToArray( value ); - - if ( classes.length ) { - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - - // This expression is here for better compressibility (see addClass) - cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - - // Remove *all* instances - while ( cur.indexOf( " " + clazz + " " ) > -1 ) { - cur = cur.replace( " " + clazz + " ", " " ); - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = stripAndCollapse( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - toggleClass: function( value, stateVal ) { - var type = typeof value, - isValidValue = type === "string" || Array.isArray( value ); - - if ( typeof stateVal === "boolean" && isValidValue ) { - return stateVal ? this.addClass( value ) : this.removeClass( value ); - } - - if ( isFunction( value ) ) { - return this.each( function( i ) { - jQuery( this ).toggleClass( - value.call( this, i, getClass( this ), stateVal ), - stateVal - ); - } ); - } - - return this.each( function() { - var className, i, self, classNames; - - if ( isValidValue ) { - - // Toggle individual class names - i = 0; - self = jQuery( this ); - classNames = classesToArray( value ); - - while ( ( className = classNames[ i++ ] ) ) { - - // Check each className given, space separated list - if ( self.hasClass( className ) ) { - self.removeClass( className ); - } else { - self.addClass( className ); - } - } - - // Toggle whole class name - } else if ( value === undefined || type === "boolean" ) { - className = getClass( this ); - if ( className ) { - - // Store className if set - dataPriv.set( this, "__className__", className ); - } - - // If the element has a class name or if we're passed `false`, - // then remove the whole classname (if there was one, the above saved it). - // Otherwise bring back whatever was previously saved (if anything), - // falling back to the empty string if nothing was stored. - if ( this.setAttribute ) { - this.setAttribute( "class", - className || value === false ? - "" : - dataPriv.get( this, "__className__" ) || "" - ); - } - } - } ); - }, - - hasClass: function( selector ) { - var className, elem, - i = 0; - - className = " " + selector + " "; - while ( ( elem = this[ i++ ] ) ) { - if ( elem.nodeType === 1 && - ( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) { - return true; - } - } - - return false; - } -} ); - - - - -var rreturn = /\r/g; - -jQuery.fn.extend( { - val: function( value ) { - var hooks, ret, valueIsFunction, - elem = this[ 0 ]; - - if ( !arguments.length ) { - if ( elem ) { - hooks = jQuery.valHooks[ elem.type ] || - jQuery.valHooks[ elem.nodeName.toLowerCase() ]; - - if ( hooks && - "get" in hooks && - ( ret = hooks.get( elem, "value" ) ) !== undefined - ) { - return ret; - } - - ret = elem.value; - - // Handle most common string cases - if ( typeof ret === "string" ) { - return ret.replace( rreturn, "" ); - } - - // Handle cases where value is null/undef or number - return ret == null ? "" : ret; - } - - return; - } - - valueIsFunction = isFunction( value ); - - return this.each( function( i ) { - var val; - - if ( this.nodeType !== 1 ) { - return; - } - - if ( valueIsFunction ) { - val = value.call( this, i, jQuery( this ).val() ); - } else { - val = value; - } - - // Treat null/undefined as ""; convert numbers to string - if ( val == null ) { - val = ""; - - } else if ( typeof val === "number" ) { - val += ""; - - } else if ( Array.isArray( val ) ) { - val = jQuery.map( val, function( value ) { - return value == null ? "" : value + ""; - } ); - } - - hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ]; - - // If set returns undefined, fall back to normal setting - if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) { - this.value = val; - } - } ); - } -} ); - -jQuery.extend( { - valHooks: { - option: { - get: function( elem ) { - - var val = jQuery.find.attr( elem, "value" ); - return val != null ? - val : - - // Support: IE <=10 - 11 only - // option.text throws exceptions (#14686, #14858) - // Strip and collapse whitespace - // https://html.spec.whatwg.org/#strip-and-collapse-whitespace - stripAndCollapse( jQuery.text( elem ) ); - } - }, - select: { - get: function( elem ) { - var value, option, i, - options = elem.options, - index = elem.selectedIndex, - one = elem.type === "select-one", - values = one ? null : [], - max = one ? index + 1 : options.length; - - if ( index < 0 ) { - i = max; - - } else { - i = one ? index : 0; - } - - // Loop through all the selected options - for ( ; i < max; i++ ) { - option = options[ i ]; - - // Support: IE <=9 only - // IE8-9 doesn't update selected after form reset (#2551) - if ( ( option.selected || i === index ) && - - // Don't return options that are disabled or in a disabled optgroup - !option.disabled && - ( !option.parentNode.disabled || - !nodeName( option.parentNode, "optgroup" ) ) ) { - - // Get the specific value for the option - value = jQuery( option ).val(); - - // We don't need an array for one selects - if ( one ) { - return value; - } - - // Multi-Selects return an array - values.push( value ); - } - } - - return values; - }, - - set: function( elem, value ) { - var optionSet, option, - options = elem.options, - values = jQuery.makeArray( value ), - i = options.length; - - while ( i-- ) { - option = options[ i ]; - - /* eslint-disable no-cond-assign */ - - if ( option.selected = - jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1 - ) { - optionSet = true; - } - - /* eslint-enable no-cond-assign */ - } - - // Force browsers to behave consistently when non-matching value is set - if ( !optionSet ) { - elem.selectedIndex = -1; - } - return values; - } - } - } -} ); - -// Radios and checkboxes getter/setter -jQuery.each( [ "radio", "checkbox" ], function() { - jQuery.valHooks[ this ] = { - set: function( elem, value ) { - if ( Array.isArray( value ) ) { - return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 ); - } - } - }; - if ( !support.checkOn ) { - jQuery.valHooks[ this ].get = function( elem ) { - return elem.getAttribute( "value" ) === null ? "on" : elem.value; - }; - } -} ); - - - - -// Return jQuery for attributes-only inclusion - - -support.focusin = "onfocusin" in window; - - -var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, - stopPropagationCallback = function( e ) { - e.stopPropagation(); - }; - -jQuery.extend( jQuery.event, { - - trigger: function( event, data, elem, onlyHandlers ) { - - var i, cur, tmp, bubbleType, ontype, handle, special, lastElement, - eventPath = [ elem || document ], - type = hasOwn.call( event, "type" ) ? event.type : event, - namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : []; - - cur = lastElement = tmp = elem = elem || document; - - // Don't do events on text and comment nodes - if ( elem.nodeType === 3 || elem.nodeType === 8 ) { - return; - } - - // focus/blur morphs to focusin/out; ensure we're not firing them right now - if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { - return; - } - - if ( type.indexOf( "." ) > -1 ) { - - // Namespaced trigger; create a regexp to match event type in handle() - namespaces = type.split( "." ); - type = namespaces.shift(); - namespaces.sort(); - } - ontype = type.indexOf( ":" ) < 0 && "on" + type; - - // Caller can pass in a jQuery.Event object, Object, or just an event type string - event = event[ jQuery.expando ] ? - event : - new jQuery.Event( type, typeof event === "object" && event ); - - // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) - event.isTrigger = onlyHandlers ? 2 : 3; - event.namespace = namespaces.join( "." ); - event.rnamespace = event.namespace ? - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) : - null; - - // Clean up the event in case it is being reused - event.result = undefined; - if ( !event.target ) { - event.target = elem; - } - - // Clone any incoming data and prepend the event, creating the handler arg list - data = data == null ? - [ event ] : - jQuery.makeArray( data, [ event ] ); - - // Allow special events to draw outside the lines - special = jQuery.event.special[ type ] || {}; - if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { - return; - } - - // Determine event propagation path in advance, per W3C events spec (#9951) - // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) - if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) { - - bubbleType = special.delegateType || type; - if ( !rfocusMorph.test( bubbleType + type ) ) { - cur = cur.parentNode; - } - for ( ; cur; cur = cur.parentNode ) { - eventPath.push( cur ); - tmp = cur; - } - - // Only add window if we got to document (e.g., not plain obj or detached DOM) - if ( tmp === ( elem.ownerDocument || document ) ) { - eventPath.push( tmp.defaultView || tmp.parentWindow || window ); - } - } - - // Fire handlers on the event path - i = 0; - while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) { - lastElement = cur; - event.type = i > 1 ? - bubbleType : - special.bindType || type; - - // jQuery handler - handle = ( dataPriv.get( cur, "events" ) || {} )[ event.type ] && - dataPriv.get( cur, "handle" ); - if ( handle ) { - handle.apply( cur, data ); - } - - // Native handler - handle = ontype && cur[ ontype ]; - if ( handle && handle.apply && acceptData( cur ) ) { - event.result = handle.apply( cur, data ); - if ( event.result === false ) { - event.preventDefault(); - } - } - } - event.type = type; - - // If nobody prevented the default action, do it now - if ( !onlyHandlers && !event.isDefaultPrevented() ) { - - if ( ( !special._default || - special._default.apply( eventPath.pop(), data ) === false ) && - acceptData( elem ) ) { - - // Call a native DOM method on the target with the same name as the event. - // Don't do default actions on window, that's where global variables be (#6170) - if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) { - - // Don't re-trigger an onFOO event when we call its FOO() method - tmp = elem[ ontype ]; - - if ( tmp ) { - elem[ ontype ] = null; - } - - // Prevent re-triggering of the same event, since we already bubbled it above - jQuery.event.triggered = type; - - if ( event.isPropagationStopped() ) { - lastElement.addEventListener( type, stopPropagationCallback ); - } - - elem[ type ](); - - if ( event.isPropagationStopped() ) { - lastElement.removeEventListener( type, stopPropagationCallback ); - } - - jQuery.event.triggered = undefined; - - if ( tmp ) { - elem[ ontype ] = tmp; - } - } - } - } - - return event.result; - }, - - // Piggyback on a donor event to simulate a different one - // Used only for `focus(in | out)` events - simulate: function( type, elem, event ) { - var e = jQuery.extend( - new jQuery.Event(), - event, - { - type: type, - isSimulated: true - } - ); - - jQuery.event.trigger( e, null, elem ); - } - -} ); - -jQuery.fn.extend( { - - trigger: function( type, data ) { - return this.each( function() { - jQuery.event.trigger( type, data, this ); - } ); - }, - triggerHandler: function( type, data ) { - var elem = this[ 0 ]; - if ( elem ) { - return jQuery.event.trigger( type, data, elem, true ); - } - } -} ); - - -// Support: Firefox <=44 -// Firefox doesn't have focus(in | out) events -// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787 -// -// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1 -// focus(in | out) events fire after focus & blur events, -// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order -// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857 -if ( !support.focusin ) { - jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) { - - // Attach a single capturing handler on the document while someone wants focusin/focusout - var handler = function( event ) { - jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) ); - }; - - jQuery.event.special[ fix ] = { - setup: function() { - var doc = this.ownerDocument || this, - attaches = dataPriv.access( doc, fix ); - - if ( !attaches ) { - doc.addEventListener( orig, handler, true ); - } - dataPriv.access( doc, fix, ( attaches || 0 ) + 1 ); - }, - teardown: function() { - var doc = this.ownerDocument || this, - attaches = dataPriv.access( doc, fix ) - 1; - - if ( !attaches ) { - doc.removeEventListener( orig, handler, true ); - dataPriv.remove( doc, fix ); - - } else { - dataPriv.access( doc, fix, attaches ); - } - } - }; - } ); -} -var location = window.location; - -var nonce = Date.now(); - -var rquery = ( /\?/ ); - - - -// Cross-browser xml parsing -jQuery.parseXML = function( data ) { - var xml; - if ( !data || typeof data !== "string" ) { - return null; - } - - // Support: IE 9 - 11 only - // IE throws on parseFromString with invalid input. - try { - xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); - } catch ( e ) { - xml = undefined; - } - - if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) { - jQuery.error( "Invalid XML: " + data ); - } - return xml; -}; - - -var - rbracket = /\[\]$/, - rCRLF = /\r?\n/g, - rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i, - rsubmittable = /^(?:input|select|textarea|keygen)/i; - -function buildParams( prefix, obj, traditional, add ) { - var name; - - if ( Array.isArray( obj ) ) { - - // Serialize array item. - jQuery.each( obj, function( i, v ) { - if ( traditional || rbracket.test( prefix ) ) { - - // Treat each array item as a scalar. - add( prefix, v ); - - } else { - - // Item is non-scalar (array or object), encode its numeric index. - buildParams( - prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]", - v, - traditional, - add - ); - } - } ); - - } else if ( !traditional && toType( obj ) === "object" ) { - - // Serialize object item. - for ( name in obj ) { - buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add ); - } - - } else { - - // Serialize scalar item. - add( prefix, obj ); - } -} - -// Serialize an array of form elements or a set of -// key/values into a query string -jQuery.param = function( a, traditional ) { - var prefix, - s = [], - add = function( key, valueOrFunction ) { - - // If value is a function, invoke it and use its return value - var value = isFunction( valueOrFunction ) ? - valueOrFunction() : - valueOrFunction; - - s[ s.length ] = encodeURIComponent( key ) + "=" + - encodeURIComponent( value == null ? "" : value ); - }; - - if ( a == null ) { - return ""; - } - - // If an array was passed in, assume that it is an array of form elements. - if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) { - - // Serialize the form elements - jQuery.each( a, function() { - add( this.name, this.value ); - } ); - - } else { - - // If traditional, encode the "old" way (the way 1.3.2 or older - // did it), otherwise encode params recursively. - for ( prefix in a ) { - buildParams( prefix, a[ prefix ], traditional, add ); - } - } - - // Return the resulting serialization - return s.join( "&" ); -}; - -jQuery.fn.extend( { - serialize: function() { - return jQuery.param( this.serializeArray() ); - }, - serializeArray: function() { - return this.map( function() { - - // Can add propHook for "elements" to filter or add form elements - var elements = jQuery.prop( this, "elements" ); - return elements ? jQuery.makeArray( elements ) : this; - } ) - .filter( function() { - var type = this.type; - - // Use .is( ":disabled" ) so that fieldset[disabled] works - return this.name && !jQuery( this ).is( ":disabled" ) && - rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && - ( this.checked || !rcheckableType.test( type ) ); - } ) - .map( function( i, elem ) { - var val = jQuery( this ).val(); - - if ( val == null ) { - return null; - } - - if ( Array.isArray( val ) ) { - return jQuery.map( val, function( val ) { - return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ); - } - - return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ).get(); - } -} ); - - -var - r20 = /%20/g, - rhash = /#.*$/, - rantiCache = /([?&])_=[^&]*/, - rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg, - - // #7653, #8125, #8152: local protocol detection - rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/, - rnoContent = /^(?:GET|HEAD)$/, - rprotocol = /^\/\//, - - /* Prefilters - * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example) - * 2) These are called: - * - BEFORE asking for a transport - * - AFTER param serialization (s.data is a string if s.processData is true) - * 3) key is the dataType - * 4) the catchall symbol "*" can be used - * 5) execution will start with transport dataType and THEN continue down to "*" if needed - */ - prefilters = {}, - - /* Transports bindings - * 1) key is the dataType - * 2) the catchall symbol "*" can be used - * 3) selection will start with transport dataType and THEN go to "*" if needed - */ - transports = {}, - - // Avoid comment-prolog char sequence (#10098); must appease lint and evade compression - allTypes = "*/".concat( "*" ), - - // Anchor tag for parsing the document origin - originAnchor = document.createElement( "a" ); - originAnchor.href = location.href; - -// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport -function addToPrefiltersOrTransports( structure ) { - - // dataTypeExpression is optional and defaults to "*" - return function( dataTypeExpression, func ) { - - if ( typeof dataTypeExpression !== "string" ) { - func = dataTypeExpression; - dataTypeExpression = "*"; - } - - var dataType, - i = 0, - dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || []; - - if ( isFunction( func ) ) { - - // For each dataType in the dataTypeExpression - while ( ( dataType = dataTypes[ i++ ] ) ) { - - // Prepend if requested - if ( dataType[ 0 ] === "+" ) { - dataType = dataType.slice( 1 ) || "*"; - ( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func ); - - // Otherwise append - } else { - ( structure[ dataType ] = structure[ dataType ] || [] ).push( func ); - } - } - } - }; -} - -// Base inspection function for prefilters and transports -function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) { - - var inspected = {}, - seekingTransport = ( structure === transports ); - - function inspect( dataType ) { - var selected; - inspected[ dataType ] = true; - jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) { - var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR ); - if ( typeof dataTypeOrTransport === "string" && - !seekingTransport && !inspected[ dataTypeOrTransport ] ) { - - options.dataTypes.unshift( dataTypeOrTransport ); - inspect( dataTypeOrTransport ); - return false; - } else if ( seekingTransport ) { - return !( selected = dataTypeOrTransport ); - } - } ); - return selected; - } - - return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" ); -} - -// A special extend for ajax options -// that takes "flat" options (not to be deep extended) -// Fixes #9887 -function ajaxExtend( target, src ) { - var key, deep, - flatOptions = jQuery.ajaxSettings.flatOptions || {}; - - for ( key in src ) { - if ( src[ key ] !== undefined ) { - ( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ]; - } - } - if ( deep ) { - jQuery.extend( true, target, deep ); - } - - return target; -} - -/* Handles responses to an ajax request: - * - finds the right dataType (mediates between content-type and expected dataType) - * - returns the corresponding response - */ -function ajaxHandleResponses( s, jqXHR, responses ) { - - var ct, type, finalDataType, firstDataType, - contents = s.contents, - dataTypes = s.dataTypes; - - // Remove auto dataType and get content-type in the process - while ( dataTypes[ 0 ] === "*" ) { - dataTypes.shift(); - if ( ct === undefined ) { - ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" ); - } - } - - // Check if we're dealing with a known content-type - if ( ct ) { - for ( type in contents ) { - if ( contents[ type ] && contents[ type ].test( ct ) ) { - dataTypes.unshift( type ); - break; - } - } - } - - // Check to see if we have a response for the expected dataType - if ( dataTypes[ 0 ] in responses ) { - finalDataType = dataTypes[ 0 ]; - } else { - - // Try convertible dataTypes - for ( type in responses ) { - if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) { - finalDataType = type; - break; - } - if ( !firstDataType ) { - firstDataType = type; - } - } - - // Or just use first one - finalDataType = finalDataType || firstDataType; - } - - // If we found a dataType - // We add the dataType to the list if needed - // and return the corresponding response - if ( finalDataType ) { - if ( finalDataType !== dataTypes[ 0 ] ) { - dataTypes.unshift( finalDataType ); - } - return responses[ finalDataType ]; - } -} - -/* Chain conversions given the request and the original response - * Also sets the responseXXX fields on the jqXHR instance - */ -function ajaxConvert( s, response, jqXHR, isSuccess ) { - var conv2, current, conv, tmp, prev, - converters = {}, - - // Work with a copy of dataTypes in case we need to modify it for conversion - dataTypes = s.dataTypes.slice(); - - // Create converters map with lowercased keys - if ( dataTypes[ 1 ] ) { - for ( conv in s.converters ) { - converters[ conv.toLowerCase() ] = s.converters[ conv ]; - } - } - - current = dataTypes.shift(); - - // Convert to each sequential dataType - while ( current ) { - - if ( s.responseFields[ current ] ) { - jqXHR[ s.responseFields[ current ] ] = response; - } - - // Apply the dataFilter if provided - if ( !prev && isSuccess && s.dataFilter ) { - response = s.dataFilter( response, s.dataType ); - } - - prev = current; - current = dataTypes.shift(); - - if ( current ) { - - // There's only work to do if current dataType is non-auto - if ( current === "*" ) { - - current = prev; - - // Convert response if prev dataType is non-auto and differs from current - } else if ( prev !== "*" && prev !== current ) { - - // Seek a direct converter - conv = converters[ prev + " " + current ] || converters[ "* " + current ]; - - // If none found, seek a pair - if ( !conv ) { - for ( conv2 in converters ) { - - // If conv2 outputs current - tmp = conv2.split( " " ); - if ( tmp[ 1 ] === current ) { - - // If prev can be converted to accepted input - conv = converters[ prev + " " + tmp[ 0 ] ] || - converters[ "* " + tmp[ 0 ] ]; - if ( conv ) { - - // Condense equivalence converters - if ( conv === true ) { - conv = converters[ conv2 ]; - - // Otherwise, insert the intermediate dataType - } else if ( converters[ conv2 ] !== true ) { - current = tmp[ 0 ]; - dataTypes.unshift( tmp[ 1 ] ); - } - break; - } - } - } - } - - // Apply converter (if not an equivalence) - if ( conv !== true ) { - - // Unless errors are allowed to bubble, catch and return them - if ( conv && s.throws ) { - response = conv( response ); - } else { - try { - response = conv( response ); - } catch ( e ) { - return { - state: "parsererror", - error: conv ? e : "No conversion from " + prev + " to " + current - }; - } - } - } - } - } - } - - return { state: "success", data: response }; -} - -jQuery.extend( { - - // Counter for holding the number of active queries - active: 0, - - // Last-Modified header cache for next request - lastModified: {}, - etag: {}, - - ajaxSettings: { - url: location.href, - type: "GET", - isLocal: rlocalProtocol.test( location.protocol ), - global: true, - processData: true, - async: true, - contentType: "application/x-www-form-urlencoded; charset=UTF-8", - - /* - timeout: 0, - data: null, - dataType: null, - username: null, - password: null, - cache: null, - throws: false, - traditional: false, - headers: {}, - */ - - accepts: { - "*": allTypes, - text: "text/plain", - html: "text/html", - xml: "application/xml, text/xml", - json: "application/json, text/javascript" - }, - - contents: { - xml: /\bxml\b/, - html: /\bhtml/, - json: /\bjson\b/ - }, - - responseFields: { - xml: "responseXML", - text: "responseText", - json: "responseJSON" - }, - - // Data converters - // Keys separate source (or catchall "*") and destination types with a single space - converters: { - - // Convert anything to text - "* text": String, - - // Text to html (true = no transformation) - "text html": true, - - // Evaluate text as a json expression - "text json": JSON.parse, - - // Parse text as xml - "text xml": jQuery.parseXML - }, - - // For options that shouldn't be deep extended: - // you can add your own custom options here if - // and when you create one that shouldn't be - // deep extended (see ajaxExtend) - flatOptions: { - url: true, - context: true - } - }, - - // Creates a full fledged settings object into target - // with both ajaxSettings and settings fields. - // If target is omitted, writes into ajaxSettings. - ajaxSetup: function( target, settings ) { - return settings ? - - // Building a settings object - ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) : - - // Extending ajaxSettings - ajaxExtend( jQuery.ajaxSettings, target ); - }, - - ajaxPrefilter: addToPrefiltersOrTransports( prefilters ), - ajaxTransport: addToPrefiltersOrTransports( transports ), - - // Main method - ajax: function( url, options ) { - - // If url is an object, simulate pre-1.5 signature - if ( typeof url === "object" ) { - options = url; - url = undefined; - } - - // Force options to be an object - options = options || {}; - - var transport, - - // URL without anti-cache param - cacheURL, - - // Response headers - responseHeadersString, - responseHeaders, - - // timeout handle - timeoutTimer, - - // Url cleanup var - urlAnchor, - - // Request state (becomes false upon send and true upon completion) - completed, - - // To know if global events are to be dispatched - fireGlobals, - - // Loop variable - i, - - // uncached part of the url - uncached, - - // Create the final options object - s = jQuery.ajaxSetup( {}, options ), - - // Callbacks context - callbackContext = s.context || s, - - // Context for global events is callbackContext if it is a DOM node or jQuery collection - globalEventContext = s.context && - ( callbackContext.nodeType || callbackContext.jquery ) ? - jQuery( callbackContext ) : - jQuery.event, - - // Deferreds - deferred = jQuery.Deferred(), - completeDeferred = jQuery.Callbacks( "once memory" ), - - // Status-dependent callbacks - statusCode = s.statusCode || {}, - - // Headers (they are sent all at once) - requestHeaders = {}, - requestHeadersNames = {}, - - // Default abort message - strAbort = "canceled", - - // Fake xhr - jqXHR = { - readyState: 0, - - // Builds headers hashtable if needed - getResponseHeader: function( key ) { - var match; - if ( completed ) { - if ( !responseHeaders ) { - responseHeaders = {}; - while ( ( match = rheaders.exec( responseHeadersString ) ) ) { - responseHeaders[ match[ 1 ].toLowerCase() + " " ] = - ( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] ) - .concat( match[ 2 ] ); - } - } - match = responseHeaders[ key.toLowerCase() + " " ]; - } - return match == null ? null : match.join( ", " ); - }, - - // Raw string - getAllResponseHeaders: function() { - return completed ? responseHeadersString : null; - }, - - // Caches the header - setRequestHeader: function( name, value ) { - if ( completed == null ) { - name = requestHeadersNames[ name.toLowerCase() ] = - requestHeadersNames[ name.toLowerCase() ] || name; - requestHeaders[ name ] = value; - } - return this; - }, - - // Overrides response content-type header - overrideMimeType: function( type ) { - if ( completed == null ) { - s.mimeType = type; - } - return this; - }, - - // Status-dependent callbacks - statusCode: function( map ) { - var code; - if ( map ) { - if ( completed ) { - - // Execute the appropriate callbacks - jqXHR.always( map[ jqXHR.status ] ); - } else { - - // Lazy-add the new callbacks in a way that preserves old ones - for ( code in map ) { - statusCode[ code ] = [ statusCode[ code ], map[ code ] ]; - } - } - } - return this; - }, - - // Cancel the request - abort: function( statusText ) { - var finalText = statusText || strAbort; - if ( transport ) { - transport.abort( finalText ); - } - done( 0, finalText ); - return this; - } - }; - - // Attach deferreds - deferred.promise( jqXHR ); - - // Add protocol if not provided (prefilters might expect it) - // Handle falsy url in the settings object (#10093: consistency with old signature) - // We also use the url parameter if available - s.url = ( ( url || s.url || location.href ) + "" ) - .replace( rprotocol, location.protocol + "//" ); - - // Alias method option to type as per ticket #12004 - s.type = options.method || options.type || s.method || s.type; - - // Extract dataTypes list - s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ]; - - // A cross-domain request is in order when the origin doesn't match the current origin. - if ( s.crossDomain == null ) { - urlAnchor = document.createElement( "a" ); - - // Support: IE <=8 - 11, Edge 12 - 15 - // IE throws exception on accessing the href property if url is malformed, - // e.g. http://example.com:80x/ - try { - urlAnchor.href = s.url; - - // Support: IE <=8 - 11 only - // Anchor's host property isn't correctly set when s.url is relative - urlAnchor.href = urlAnchor.href; - s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !== - urlAnchor.protocol + "//" + urlAnchor.host; - } catch ( e ) { - - // If there is an error parsing the URL, assume it is crossDomain, - // it can be rejected by the transport if it is invalid - s.crossDomain = true; - } - } - - // Convert data if not already a string - if ( s.data && s.processData && typeof s.data !== "string" ) { - s.data = jQuery.param( s.data, s.traditional ); - } - - // Apply prefilters - inspectPrefiltersOrTransports( prefilters, s, options, jqXHR ); - - // If request was aborted inside a prefilter, stop there - if ( completed ) { - return jqXHR; - } - - // We can fire global events as of now if asked to - // Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118) - fireGlobals = jQuery.event && s.global; - - // Watch for a new set of requests - if ( fireGlobals && jQuery.active++ === 0 ) { - jQuery.event.trigger( "ajaxStart" ); - } - - // Uppercase the type - s.type = s.type.toUpperCase(); - - // Determine if request has content - s.hasContent = !rnoContent.test( s.type ); - - // Save the URL in case we're toying with the If-Modified-Since - // and/or If-None-Match header later on - // Remove hash to simplify url manipulation - cacheURL = s.url.replace( rhash, "" ); - - // More options handling for requests with no content - if ( !s.hasContent ) { - - // Remember the hash so we can put it back - uncached = s.url.slice( cacheURL.length ); - - // If data is available and should be processed, append data to url - if ( s.data && ( s.processData || typeof s.data === "string" ) ) { - cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data; - - // #9682: remove data so that it's not used in an eventual retry - delete s.data; - } - - // Add or update anti-cache param if needed - if ( s.cache === false ) { - cacheURL = cacheURL.replace( rantiCache, "$1" ); - uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce++ ) + uncached; - } - - // Put hash and anti-cache on the URL that will be requested (gh-1732) - s.url = cacheURL + uncached; - - // Change '%20' to '+' if this is encoded form body content (gh-2658) - } else if ( s.data && s.processData && - ( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) { - s.data = s.data.replace( r20, "+" ); - } - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - if ( jQuery.lastModified[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] ); - } - if ( jQuery.etag[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] ); - } - } - - // Set the correct header, if data is being sent - if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) { - jqXHR.setRequestHeader( "Content-Type", s.contentType ); - } - - // Set the Accepts header for the server, depending on the dataType - jqXHR.setRequestHeader( - "Accept", - s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ? - s.accepts[ s.dataTypes[ 0 ] ] + - ( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) : - s.accepts[ "*" ] - ); - - // Check for headers option - for ( i in s.headers ) { - jqXHR.setRequestHeader( i, s.headers[ i ] ); - } - - // Allow custom headers/mimetypes and early abort - if ( s.beforeSend && - ( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) { - - // Abort if not done already and return - return jqXHR.abort(); - } - - // Aborting is no longer a cancellation - strAbort = "abort"; - - // Install callbacks on deferreds - completeDeferred.add( s.complete ); - jqXHR.done( s.success ); - jqXHR.fail( s.error ); - - // Get transport - transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR ); - - // If no transport, we auto-abort - if ( !transport ) { - done( -1, "No Transport" ); - } else { - jqXHR.readyState = 1; - - // Send global event - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] ); - } - - // If request was aborted inside ajaxSend, stop there - if ( completed ) { - return jqXHR; - } - - // Timeout - if ( s.async && s.timeout > 0 ) { - timeoutTimer = window.setTimeout( function() { - jqXHR.abort( "timeout" ); - }, s.timeout ); - } - - try { - completed = false; - transport.send( requestHeaders, done ); - } catch ( e ) { - - // Rethrow post-completion exceptions - if ( completed ) { - throw e; - } - - // Propagate others as results - done( -1, e ); - } - } - - // Callback for when everything is done - function done( status, nativeStatusText, responses, headers ) { - var isSuccess, success, error, response, modified, - statusText = nativeStatusText; - - // Ignore repeat invocations - if ( completed ) { - return; - } - - completed = true; - - // Clear timeout if it exists - if ( timeoutTimer ) { - window.clearTimeout( timeoutTimer ); - } - - // Dereference transport for early garbage collection - // (no matter how long the jqXHR object will be used) - transport = undefined; - - // Cache response headers - responseHeadersString = headers || ""; - - // Set readyState - jqXHR.readyState = status > 0 ? 4 : 0; - - // Determine if successful - isSuccess = status >= 200 && status < 300 || status === 304; - - // Get response data - if ( responses ) { - response = ajaxHandleResponses( s, jqXHR, responses ); - } - - // Convert no matter what (that way responseXXX fields are always set) - response = ajaxConvert( s, response, jqXHR, isSuccess ); - - // If successful, handle type chaining - if ( isSuccess ) { - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - modified = jqXHR.getResponseHeader( "Last-Modified" ); - if ( modified ) { - jQuery.lastModified[ cacheURL ] = modified; - } - modified = jqXHR.getResponseHeader( "etag" ); - if ( modified ) { - jQuery.etag[ cacheURL ] = modified; - } - } - - // if no content - if ( status === 204 || s.type === "HEAD" ) { - statusText = "nocontent"; - - // if not modified - } else if ( status === 304 ) { - statusText = "notmodified"; - - // If we have data, let's convert it - } else { - statusText = response.state; - success = response.data; - error = response.error; - isSuccess = !error; - } - } else { - - // Extract error from statusText and normalize for non-aborts - error = statusText; - if ( status || !statusText ) { - statusText = "error"; - if ( status < 0 ) { - status = 0; - } - } - } - - // Set data for the fake xhr object - jqXHR.status = status; - jqXHR.statusText = ( nativeStatusText || statusText ) + ""; - - // Success/Error - if ( isSuccess ) { - deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] ); - } else { - deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] ); - } - - // Status-dependent callbacks - jqXHR.statusCode( statusCode ); - statusCode = undefined; - - if ( fireGlobals ) { - globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError", - [ jqXHR, s, isSuccess ? success : error ] ); - } - - // Complete - completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] ); - - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] ); - - // Handle the global AJAX counter - if ( !( --jQuery.active ) ) { - jQuery.event.trigger( "ajaxStop" ); - } - } - } - - return jqXHR; - }, - - getJSON: function( url, data, callback ) { - return jQuery.get( url, data, callback, "json" ); - }, - - getScript: function( url, callback ) { - return jQuery.get( url, undefined, callback, "script" ); - } -} ); - -jQuery.each( [ "get", "post" ], function( i, method ) { - jQuery[ method ] = function( url, data, callback, type ) { - - // Shift arguments if data argument was omitted - if ( isFunction( data ) ) { - type = type || callback; - callback = data; - data = undefined; - } - - // The url can be an options object (which then must have .url) - return jQuery.ajax( jQuery.extend( { - url: url, - type: method, - dataType: type, - data: data, - success: callback - }, jQuery.isPlainObject( url ) && url ) ); - }; -} ); - - -jQuery._evalUrl = function( url, options ) { - return jQuery.ajax( { - url: url, - - // Make this explicit, since user can override this through ajaxSetup (#11264) - type: "GET", - dataType: "script", - cache: true, - async: false, - global: false, - - // Only evaluate the response if it is successful (gh-4126) - // dataFilter is not invoked for failure responses, so using it instead - // of the default converter is kludgy but it works. - converters: { - "text script": function() {} - }, - dataFilter: function( response ) { - jQuery.globalEval( response, options ); - } - } ); -}; - - -jQuery.fn.extend( { - wrapAll: function( html ) { - var wrap; - - if ( this[ 0 ] ) { - if ( isFunction( html ) ) { - html = html.call( this[ 0 ] ); - } - - // The elements to wrap the target around - wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true ); - - if ( this[ 0 ].parentNode ) { - wrap.insertBefore( this[ 0 ] ); - } - - wrap.map( function() { - var elem = this; - - while ( elem.firstElementChild ) { - elem = elem.firstElementChild; - } - - return elem; - } ).append( this ); - } - - return this; - }, - - wrapInner: function( html ) { - if ( isFunction( html ) ) { - return this.each( function( i ) { - jQuery( this ).wrapInner( html.call( this, i ) ); - } ); - } - - return this.each( function() { - var self = jQuery( this ), - contents = self.contents(); - - if ( contents.length ) { - contents.wrapAll( html ); - - } else { - self.append( html ); - } - } ); - }, - - wrap: function( html ) { - var htmlIsFunction = isFunction( html ); - - return this.each( function( i ) { - jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html ); - } ); - }, - - unwrap: function( selector ) { - this.parent( selector ).not( "body" ).each( function() { - jQuery( this ).replaceWith( this.childNodes ); - } ); - return this; - } -} ); - - -jQuery.expr.pseudos.hidden = function( elem ) { - return !jQuery.expr.pseudos.visible( elem ); -}; -jQuery.expr.pseudos.visible = function( elem ) { - return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length ); -}; - - - - -jQuery.ajaxSettings.xhr = function() { - try { - return new window.XMLHttpRequest(); - } catch ( e ) {} -}; - -var xhrSuccessStatus = { - - // File protocol always yields status code 0, assume 200 - 0: 200, - - // Support: IE <=9 only - // #1450: sometimes IE returns 1223 when it should be 204 - 1223: 204 - }, - xhrSupported = jQuery.ajaxSettings.xhr(); - -support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported ); -support.ajax = xhrSupported = !!xhrSupported; - -jQuery.ajaxTransport( function( options ) { - var callback, errorCallback; - - // Cross domain only allowed if supported through XMLHttpRequest - if ( support.cors || xhrSupported && !options.crossDomain ) { - return { - send: function( headers, complete ) { - var i, - xhr = options.xhr(); - - xhr.open( - options.type, - options.url, - options.async, - options.username, - options.password - ); - - // Apply custom fields if provided - if ( options.xhrFields ) { - for ( i in options.xhrFields ) { - xhr[ i ] = options.xhrFields[ i ]; - } - } - - // Override mime type if needed - if ( options.mimeType && xhr.overrideMimeType ) { - xhr.overrideMimeType( options.mimeType ); - } - - // X-Requested-With header - // For cross-domain requests, seeing as conditions for a preflight are - // akin to a jigsaw puzzle, we simply never set it to be sure. - // (it can always be set on a per-request basis or even using ajaxSetup) - // For same-domain requests, won't change header if already provided. - if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) { - headers[ "X-Requested-With" ] = "XMLHttpRequest"; - } - - // Set headers - for ( i in headers ) { - xhr.setRequestHeader( i, headers[ i ] ); - } - - // Callback - callback = function( type ) { - return function() { - if ( callback ) { - callback = errorCallback = xhr.onload = - xhr.onerror = xhr.onabort = xhr.ontimeout = - xhr.onreadystatechange = null; - - if ( type === "abort" ) { - xhr.abort(); - } else if ( type === "error" ) { - - // Support: IE <=9 only - // On a manual native abort, IE9 throws - // errors on any property access that is not readyState - if ( typeof xhr.status !== "number" ) { - complete( 0, "error" ); - } else { - complete( - - // File: protocol always yields status 0; see #8605, #14207 - xhr.status, - xhr.statusText - ); - } - } else { - complete( - xhrSuccessStatus[ xhr.status ] || xhr.status, - xhr.statusText, - - // Support: IE <=9 only - // IE9 has no XHR2 but throws on binary (trac-11426) - // For XHR2 non-text, let the caller handle it (gh-2498) - ( xhr.responseType || "text" ) !== "text" || - typeof xhr.responseText !== "string" ? - { binary: xhr.response } : - { text: xhr.responseText }, - xhr.getAllResponseHeaders() - ); - } - } - }; - }; - - // Listen to events - xhr.onload = callback(); - errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" ); - - // Support: IE 9 only - // Use onreadystatechange to replace onabort - // to handle uncaught aborts - if ( xhr.onabort !== undefined ) { - xhr.onabort = errorCallback; - } else { - xhr.onreadystatechange = function() { - - // Check readyState before timeout as it changes - if ( xhr.readyState === 4 ) { - - // Allow onerror to be called first, - // but that will not handle a native abort - // Also, save errorCallback to a variable - // as xhr.onerror cannot be accessed - window.setTimeout( function() { - if ( callback ) { - errorCallback(); - } - } ); - } - }; - } - - // Create the abort callback - callback = callback( "abort" ); - - try { - - // Do send the request (this may raise an exception) - xhr.send( options.hasContent && options.data || null ); - } catch ( e ) { - - // #14683: Only rethrow if this hasn't been notified as an error yet - if ( callback ) { - throw e; - } - } - }, - - abort: function() { - if ( callback ) { - callback(); - } - } - }; - } -} ); - - - - -// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432) -jQuery.ajaxPrefilter( function( s ) { - if ( s.crossDomain ) { - s.contents.script = false; - } -} ); - -// Install script dataType -jQuery.ajaxSetup( { - accepts: { - script: "text/javascript, application/javascript, " + - "application/ecmascript, application/x-ecmascript" - }, - contents: { - script: /\b(?:java|ecma)script\b/ - }, - converters: { - "text script": function( text ) { - jQuery.globalEval( text ); - return text; - } - } -} ); - -// Handle cache's special case and crossDomain -jQuery.ajaxPrefilter( "script", function( s ) { - if ( s.cache === undefined ) { - s.cache = false; - } - if ( s.crossDomain ) { - s.type = "GET"; - } -} ); - -// Bind script tag hack transport -jQuery.ajaxTransport( "script", function( s ) { - - // This transport only deals with cross domain or forced-by-attrs requests - if ( s.crossDomain || s.scriptAttrs ) { - var script, callback; - return { - send: function( _, complete ) { - script = jQuery( " - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -
-

feast.core package

-
-

Submodules

-
-
-

feast.core.CoreService_pb2 module

-
-
-class feast.core.CoreService_pb2.ApplyFeatureSetRequest
-

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

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

Field feast.core.ApplyFeatureSetRequest.feature_set

-
- -
- -
-
-class feast.core.CoreService_pb2.ApplyFeatureSetResponse
-

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

-
-
-CREATED = 1
-
- -
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-ERROR = 2
-
- -
-
-NO_CHANGE = 0
-
- -
-
-Status = <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object>
-
- -
-
-feature_set
-

Field feast.core.ApplyFeatureSetResponse.feature_set

-
- -
-
-status
-

Field feast.core.ApplyFeatureSetResponse.status

-
- -
- -
-
-class feast.core.CoreService_pb2.GetFeastCoreVersionRequest
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
- -
-
-class feast.core.CoreService_pb2.GetFeastCoreVersionResponse
-

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

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

Field feast.core.GetFeastCoreVersionResponse.version

-
- -
- -
-
-class feast.core.CoreService_pb2.GetFeatureSetRequest
-

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

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

Field feast.core.GetFeatureSetRequest.name

-
- -
-
-version
-

Field feast.core.GetFeatureSetRequest.version

-
- -
- -
-
-class feast.core.CoreService_pb2.GetFeatureSetResponse
-

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

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

Field feast.core.GetFeatureSetResponse.feature_set

-
- -
- -
-
-class feast.core.CoreService_pb2.ListFeatureSetsRequest
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-class Filter
-

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

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

Field feast.core.ListFeatureSetsRequest.Filter.feature_set_name

-
- -
-
-feature_set_version
-

Field feast.core.ListFeatureSetsRequest.Filter.feature_set_version

-
- -
- -
-
-filter
-

Field feast.core.ListFeatureSetsRequest.filter

-
- -
- -
-
-class feast.core.CoreService_pb2.ListFeatureSetsResponse
-

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

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

Field feast.core.ListFeatureSetsResponse.feature_sets

-
- -
- -
-
-class feast.core.CoreService_pb2.ListStoresRequest
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-class Filter
-

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

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

Field feast.core.ListStoresRequest.Filter.name

-
- -
- -
-
-filter
-

Field feast.core.ListStoresRequest.filter

-
- -
- -
-
-class feast.core.CoreService_pb2.ListStoresResponse
-

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

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

Field feast.core.ListStoresResponse.store

-
- -
- -
-
-class feast.core.CoreService_pb2.UpdateStoreRequest
-

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

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

Field feast.core.UpdateStoreRequest.store

-
- -
- -
-
-class feast.core.CoreService_pb2.UpdateStoreResponse
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-NO_CHANGE = 0
-
- -
-
-Status = <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object>
-
- -
-
-UPDATED = 1
-
- -
-
-status
-

Field feast.core.UpdateStoreResponse.status

-
- -
-
-store
-

Field feast.core.UpdateStoreResponse.store

-
- -
- -
-
-

feast.core.CoreService_pb2_grpc module

-
-
-class feast.core.CoreService_pb2_grpc.CoreServiceServicer[source]
-

Bases: object

-
-
-ApplyFeatureSet(request, context)[source]
-

Create or update and existing feature set.

-

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

-
- -
-
-GetFeastCoreVersion(request, context)[source]
-

Retrieve version information about this Feast deployment

-
- -
-
-GetFeatureSet(request, context)[source]
-

Returns a specific feature set

-
- -
-
-ListFeatureSets(request, context)[source]
-

Retrieve feature set details given a filter.

-

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

-
- -
-
-ListStores(request, context)[source]
-

Retrieve store details given a filter.

-

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

-
- -
-
-UpdateStore(request, context)[source]
-

Updates core with the configuration of the store.

-

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

-
- -
- -
-
-class feast.core.CoreService_pb2_grpc.CoreServiceStub(channel)[source]
-

Bases: object

-
- -
-
-feast.core.CoreService_pb2_grpc.add_CoreServiceServicer_to_server(servicer, server)[source]
-
- -
-
-

feast.core.FeatureSet_pb2 module

-
-
-class feast.core.FeatureSet_pb2.EntitySpec
-

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

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

Field feast.core.EntitySpec.name

-
- -
-
-value_type
-

Field feast.core.EntitySpec.value_type

-
- -
- -
-
-class feast.core.FeatureSet_pb2.FeatureSetSpec
-

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

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

Field feast.core.FeatureSetSpec.entities

-
- -
-
-features
-

Field feast.core.FeatureSetSpec.features

-
- -
-
-max_age
-

Field feast.core.FeatureSetSpec.max_age

-
- -
-
-name
-

Field feast.core.FeatureSetSpec.name

-
- -
-
-source
-

Field feast.core.FeatureSetSpec.source

-
- -
-
-version
-

Field feast.core.FeatureSetSpec.version

-
- -
- -
-
-class feast.core.FeatureSet_pb2.FeatureSpec
-

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

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

Field feast.core.FeatureSpec.name

-
- -
-
-value_type
-

Field feast.core.FeatureSpec.value_type

-
- -
- -
-
-

feast.core.FeatureSet_pb2_grpc module

-
-
-

feast.core.Source_pb2 module

-
-
-class feast.core.Source_pb2.KafkaSourceConfig
-

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

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

Field feast.core.KafkaSourceConfig.bootstrap_servers

-
- -
-
-topic
-

Field feast.core.KafkaSourceConfig.topic

-
- -
- -
-
-class feast.core.Source_pb2.Source
-

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

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

Field feast.core.Source.kafka_source_config

-
- -
-
-type
-

Field feast.core.Source.type

-
- -
- -
-
-

feast.core.Source_pb2_grpc module

-
-
-

feast.core.Store_pb2 module

-
-
-class feast.core.Store_pb2.Store
-

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

-
-
-BIGQUERY = 2
-
- -
-
-class BigQueryConfig
-

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

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

Field feast.core.Store.BigQueryConfig.dataset_id

-
- -
-
-project_id
-

Field feast.core.Store.BigQueryConfig.project_id

-
- -
- -
-
-CASSANDRA = 3
-
- -
-
-class CassandraConfig
-

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

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

Field feast.core.Store.CassandraConfig.host

-
- -
-
-port
-

Field feast.core.Store.CassandraConfig.port

-
- -
- -
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-INVALID = 0
-
- -
-
-REDIS = 1
-
- -
-
-class RedisConfig
-

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

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

Field feast.core.Store.RedisConfig.host

-
- -
-
-port
-

Field feast.core.Store.RedisConfig.port

-
- -
- -
-
-StoreType = <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object>
-
- -
-
-class Subscription
-

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

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

Field feast.core.Store.Subscription.name

-
- -
-
-version
-

Field feast.core.Store.Subscription.version

-
- -
- -
-
-bigquery_config
-

Field feast.core.Store.bigquery_config

-
- -
-
-cassandra_config
-

Field feast.core.Store.cassandra_config

-
- -
-
-name
-

Field feast.core.Store.name

-
- -
-
-redis_config
-

Field feast.core.Store.redis_config

-
- -
-
-subscriptions
-

Field feast.core.Store.subscriptions

-
- -
-
-type
-

Field feast.core.Store.type

-
- -
- -
-
-

feast.core.Store_pb2_grpc module

-
-
-

Module contents

-
-
- - -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/feast.html b/sdk/python/docs/html/feast.html deleted file mode 100644 index 9304932acb..0000000000 --- a/sdk/python/docs/html/feast.html +++ /dev/null @@ -1,1050 +0,0 @@ - - - - - - - - - - - feast package — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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feast package

- -
-

Submodules

-
-
-

feast.client module

-
-
-class feast.client.Client(core_url: str = None, serving_url: str = None, verbose: bool = False)[source]
-

Bases: object

-

Feast Client: Used for creating, managing, and retrieving features.

-
-
-apply(feature_sets: Union[List[feast.feature_set.FeatureSet], feast.feature_set.FeatureSet])[source]
-

Idempotently registers feature set(s) with Feast Core. Either a single -feature set or a list can be provided.

-
-
Parameters
-

feature_sets – List of feature sets that will be registered

-
-
-
- -
-
-property core_url
-

Retrieve Feast Core URL

-
- -
-
-get_batch_features(feature_ids: List[str], entity_rows: pandas.core.frame.DataFrame) → feast.job.Job[source]
-

Retrieves historical features from a Feast Serving deployment.

-
-
Parameters
-
    -
  • 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)
-
-
-
- -
-
-get_feature_set(name: str, version: int = None, fail_if_missing: bool = False) → Optional[feast.feature_set.FeatureSet][source]
-

Retrieves a feature set. If no version is specified then the latest -version will be returned.

-
-
Parameters
-
    -
  • 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

-
-
-
- -
-
-get_online_features(feature_ids: List[str], entity_rows: List[feast.serving.ServingService_pb2.EntityRow]) → feast.serving.ServingService_pb2.GetOnlineFeaturesResponse[source]
-

Retrieves the latest online feature data from Feast Serving

-
-
Parameters
-
    -
  • feature_ids

    List of feature Ids in the following format -[feature_set_name]:[version]:[feature_name] -.. rubric:: 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

-
-
-
- -
-
-ingest(feature_set: Union[str, feast.feature_set.FeatureSet], source: Union[pandas.core.frame.DataFrame, str], version: int = None, force_update: bool = False, max_workers: int = 4, disable_progress_bar: bool = False, chunk_size: int = 5000, timeout: int = None)[source]
-

Loads feature data into Feast for a specific feature set.

-
-
Parameters
-
    -
  • 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

  • -
-
-
-
- -
-
-list_entities() → Dict[str, feast.entity.Entity][source]
-

Returns a dictionary of entities across all feature sets

-
-
Returns
-

Dictionary of entities, indexed by name

-
-
-
- -
-
-list_feature_sets() → List[feast.feature_set.FeatureSet][source]
-

Retrieve a list of feature sets from Feast Core

-
-
Returns
-

List of feature sets

-
-
-
- -
-
-property serving_url
-

Retrieve Serving Core URL

-
- -
-
-version()[source]
-

Returns version information from Feast Core and Feast Serving

-
- -
- -
-
-

feast.config module

-
-
-feast.config.get_config_property_or_fail(prop: str, force_config: Dict[str, str] = None) → str[source]
-

Gets a single property in the users configuration

-
-
Parameters
-
    -
  • 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

-
-
-
- -
-
-feast.config.set_property(prop: str, value: str)[source]
-

Sets a single property in the Feast users local configuration file

-
-
Parameters
-
    -
  • prop – Feast property name

  • -
  • value – Feast property value

  • -
-
-
-
- -
-
-

feast.constants module

-
-
-

feast.entity module

-
-
-class feast.entity.Entity(name: str, dtype: feast.value_type.ValueType)[source]
-

Bases: feast.field.Field

-

Entity field type

-
-
-classmethod from_proto(entity_proto: feast.core.FeatureSet_pb2.EntitySpec)[source]
-

Creates a Feast Entity object from its Protocol Buffer representation

-
-
Parameters
-

entity_proto – EntitySpec protobuf object

-
-
Returns
-

Entity object

-
-
-
- -
-
-to_proto() → feast.core.FeatureSet_pb2.EntitySpec[source]
-

Converts Entity to its Protocol Buffer representation

-
-
Returns
-

Returns EntitySpec object

-
-
-
- -
- -
-
-

feast.exceptions module

-
-
-feast.exceptions.format_grpc_exception(method: str, code: str, details: str) → str[source]
-

Consistent format for use in printing gRPC exceptions

-
- -
-
-

feast.feature module

-
-
-class feast.feature.Feature(name: str, dtype: feast.value_type.ValueType)[source]
-

Bases: feast.field.Field

-

Feature field type

-
-
-classmethod from_proto(feature_proto: feast.core.FeatureSet_pb2.FeatureSpec)[source]
-

Converts Protobuf Feature to its SDK equivalent

-
- -
-
-to_proto() → feast.core.FeatureSet_pb2.FeatureSpec[source]
-

Converts Feature object to its Protocol Buffer representation

-
- -
- -
-
-

feast.feature_set module

-
-
-class feast.feature_set.FeatureSet(name: str, features: List[feast.feature.Feature] = None, entities: List[feast.entity.Entity] = None, source: feast.source.Source = None, max_age: Optional[google.protobuf.duration_pb2.Duration] = None)[source]
-

Bases: object

-

Represents a collection of features and associated metadata.

-
-
-add(resource)[source]
-

Adds a resource (Feature, Entity) to this Feature Set. -Does not register the updated Feature Set with Feast Core

-
-
Parameters
-

resource – A resource can be either a Feature or an Entity object

-
-
-
- -
-
-drop(name: str)[source]
-

Removes a Feature or Entity from a Feature Set. This does not apply -any changes to Feast Core until the apply() method is called.

-
-
Parameters
-

name – Name of Feature or Entity to be removed

-
-
-
- -
-
-property entities
-

Returns list of entities from this feature set

-
- -
-
-property features
-

Returns a list of features from this feature set

-
- -
-
-property fields
-

Returns a dict of fields from this feature set

-
- -
-
-classmethod from_dict(fs_dict)[source]
-

Creates a feature set from a dict

-
-
Parameters
-

fs_dict – A dict representation of a feature set

-
-
Returns
-

Returns a FeatureSet object based on the feature set dict

-
-
-
- -
-
-classmethod from_proto(feature_set_proto: feast.core.FeatureSet_pb2.FeatureSetSpec)[source]
-

Creates a feature set from a protobuf representation of a feature set

-
-
Parameters
-

from_proto – A protobuf representation of a feature set

-
-
Returns
-

Returns a FeatureSet object based on the feature set protobuf

-
-
-
- -
-
-classmethod from_yaml(yml: str)[source]
-

Creates a feature set from a YAML string body or a file path

-
-
Parameters
-

yml – Either a file path containing a yaml file or a YAML string

-
-
Returns
-

Returns a FeatureSet object based on the YAML file

-
-
-
- -
-
-get_kafka_source_brokers() → str[source]
-

Get the broker list for the source in this feature set

-
- -
-
-get_kafka_source_topic() → str[source]
-

Get the topic that this feature set has been configured to use as source

-
- -
-
-infer_fields_from_df(df: pandas.core.frame.DataFrame, entities: Optional[List[feast.entity.Entity]] = None, features: Optional[List[feast.feature.Feature]] = None, replace_existing_features: bool = False, replace_existing_entities: bool = False, discard_unused_fields: bool = False, rows_to_sample: int = 100)[source]
-

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.

-
-
Parameters
-
    -
  • 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

  • -
-
-
-
- -
-
-is_valid()[source]
-

Validates the state of a feature set locally -:return: (bool, str) True if valid, false if invalid. Contains a message -string with a reason

-
- -
-
-property max_age
-

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.

-
- -
-
-property name
-

Returns the name of this feature set

-
- -
-
-property source
-

Returns the source of this feature set

-
- -
-
-to_proto() → feast.core.FeatureSet_pb2.FeatureSetSpec[source]
-

Converts a feature set object to its protobuf representation

-
-
Returns
-

FeatureSetSpec protobuf

-
-
-
- -
-
-property version
-

Returns the version of this feature set

-
- -
- -
-
-

feast.field module

-
-
-class feast.field.Field(name: str, dtype: feast.value_type.ValueType)[source]
-

Bases: object

-

High level field type. This is the parent type to both entities and -features.

-
-
-property dtype
-

Getter for data type of this field

-
- -
-
-from_proto(proto)[source]
-

Unimplemented from_proto method for a field. This should be extended.

-
- -
-
-property name
-

Getter for name of this field

-
- -
-
-to_proto()[source]
-

Unimplemented to_proto method for a field. This should be extended.

-
- -
- -
-
-

feast.job module

-
-
-class feast.job.Job(job_proto: feast.serving.ServingService_pb2.Job, serving_stub: feast.serving.ServingService_pb2_grpc.ServingServiceStub)[source]
-

Bases: object

-

A class representing a job for feature retrieval in Feast.

-
-
-property id
-

Getter for the Job Id

-
- -
-
-reload()[source]
-

Reload the latest job status -Returns: None

-
- -
-
-result(timeout_sec: int = 21600)[source]
-

Wait until job is done to get an iterable rows of result. -The row can only represent an Avro row in Feast 0.3.

-
-
Parameters
-

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

-
- -
-
-property status
-

Getter for the Job status from Feast Core

-
- -
-
-to_dataframe(timeout_sec: int = 21600)[source]
-

Wait until job is done to get an interable rows of result

-
-
Parameters
-

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

-
- -
- -
-
-

feast.resource module

-
-
-class feast.resource.ResourceFactory[source]
-

Bases: object

-
-
-static get_resource(kind)[source]
-
- -
- -
-
-

feast.source module

-
-
-class feast.source.KafkaSource(brokers: str = '', topic: str = '')[source]
-

Bases: feast.source.Source

-

Kafka feature set source type.

-
-
-property brokers
-

Returns the list of broker addresses for this Kafka source

-
- -
-
-property source_type
-

Returns the type of source. For a Kafka source this will always return -“kafka”

-
- -
-
-to_proto() → feast.core.Source_pb2.Source[source]
-

Converts this Source into its protobuf representation

-
- -
-
-property topic
-

Returns the topic for this feature set

-
- -
- -
-
-class feast.source.Source[source]
-

Bases: object

-

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

-
-
-classmethod from_proto(source_proto: feast.core.Source_pb2.Source)[source]
-

Creates a source from a protobuf representation. This will instantiate -and return a specific source type, depending on the protobuf that is -passed in.

-
-
Parameters
-

source_proto – SourceProto python object

-
-
Returns
-

Source object

-
-
-
- -
-
-property source_type
-

The type of source. If not implemented, this will return “None”

-
- -
-
-to_proto()[source]
-

Converts this source object to its protobuf representation.

-
- -
- -
-
-

feast.type_map module

-
-
-feast.type_map.convert_df_to_feature_rows(dataframe: pandas.core.frame.DataFrame, feature_set)[source]
-

Returns a function that converts a Pandas Series to a Feast FeatureRow -for a given Feature Set and Pandas Dataframe

-
-
Parameters
-
    -
  • dataframe – Dataframe that will be converted

  • -
  • feature_set – Feature set used as schema for conversion

  • -
-
-
Returns
-

Function that will do conversion

-
-
-
- -
-
-feast.type_map.convert_dict_to_proto_values(row: dict, df_datetime_dtype: <property object at 0x7f1d51582d18>, feature_set) → feast.types.FeatureRow_pb2.FeatureRow[source]
-

Encode a dictionary describing a feature row into a FeatureRows object.

-
-
Parameters
-
    -
  • row – Dictionary describing a feature row.

  • -
  • df_datetime_dtype – Pandas dtype of datetime column.

  • -
  • feature_set – Feature set describing feature row.

  • -
-
-
Returns
-

FeatureRow

-
-
-
- -
-
-feast.type_map.python_type_to_feast_value_type(name: str, value, recurse: bool = True) → feast.value_type.ValueType[source]
-

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.

-
-
Parameters
-
    -
  • 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

-
-
-
- -
-
-

feast.value_type module

-
-
-class feast.value_type.ValueType[source]
-

Bases: enum.Enum

-

Feature value type. Used to define data types in Feature Sets.

-
-
-BOOL = 7
-
- -
-
-BOOL_LIST = 17
-
- -
-
-BYTES = 1
-
- -
-
-BYTES_LIST = 11
-
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-
-DOUBLE = 5
-
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-
-DOUBLE_LIST = 15
-
- -
-
-FLOAT = 6
-
- -
-
-FLOAT_LIST = 16
-
- -
-
-INT32 = 3
-
- -
-
-INT32_LIST = 13
-
- -
-
-INT64 = 4
-
- -
-
-INT64_LIST = 14
-
- -
-
-STRING = 2
-
- -
-
-STRING_LIST = 12
-
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-
-UNKNOWN = 0
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- -
- -
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Module contents

-
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- - -
- -
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- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/feast.loaders.html b/sdk/python/docs/html/feast.loaders.html deleted file mode 100644 index 00ac046252..0000000000 --- a/sdk/python/docs/html/feast.loaders.html +++ /dev/null @@ -1,304 +0,0 @@ - - - - - - - - - - - feast.loaders package — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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feast.loaders package

-
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Submodules

-
-
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feast.loaders.file module

-
-
-feast.loaders.file.export_dataframe_to_local(df: pandas.core.frame.DataFrame, dir_path: Optional[str] = None)[source]
-

Exports a pandas dataframe to the local filesystem

-
-
Parameters
-
    -
  • df – Pandas dataframe to save

  • -
  • dir_path – (optional) Absolute directory path ‘/data/project/subfolder/’

  • -
-
-
-
- -
-
-feast.loaders.file.export_dataframe_to_staging_location(df: pandas.core.frame.DataFrame, staging_location_uri: str) → str[source]
-

Uploads a dataframe to a remote staging location

-
-
Parameters
-
    -
  • df – Pandas dataframe

  • -
  • staging_location_uri

    Remote staging location where dataframe should be written -.. rubric:: Examples

    -

    gs://bucket/path/ -file:///data/subfolder/

    -

  • -
-
-
Returns
-

Returns the full path to the file in the remote staging location

-
-
-
- -
-
-feast.loaders.file.upload_file_to_gcs(local_path: str, bucket: str, remote_path: str)[source]
-

Upload a file from the local file system to Google Cloud Storage (GCS)

-
-
Parameters
-
    -
  • 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

  • -
-
-
-
- -
-
-

feast.loaders.ingest module

-
-
-feast.loaders.ingest.ingest_table_to_kafka(feature_set: feast.feature_set.FeatureSet, table: pyarrow.lib.Table, max_workers: int, chunk_size: int = 5000, disable_pbar: bool = False, timeout: int = None) → None[source]
-

Ingest a PyArrow Table to a Kafka topic based for a Feature Set

-
-
Parameters
-
    -
  • 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

  • -
-
-
-
- -
-
-

feast.loaders.yaml module

-
-
-feast.loaders.yaml.yaml_loader(yml, load_single=False)[source]
-

Loads one or more Feast resources from a YAML path or string. Multiple resources -can be divided by three hyphens ‘—’

-
-
Parameters
-
    -
  • 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

-
-
-
- -
-
-

Module contents

-
-
- - -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/feast.serving.html b/sdk/python/docs/html/feast.serving.html deleted file mode 100644 index 7f95bec95a..0000000000 --- a/sdk/python/docs/html/feast.serving.html +++ /dev/null @@ -1,629 +0,0 @@ - - - - - - - - - - - feast.serving package — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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feast.serving package

-
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Submodules

-
-
-

feast.serving.ServingService_pb2 module

-
-
-class feast.serving.ServingService_pb2.DatasetSource
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-class FileSource
-

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

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

Field feast.serving.DatasetSource.FileSource.data_format

-
- -
-
-file_uris
-

Field feast.serving.DatasetSource.FileSource.file_uris

-
- -
- -
-
-file_source
-

Field feast.serving.DatasetSource.file_source

-
- -
- -
-
-class feast.serving.ServingService_pb2.FeatureSetRequest
-

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

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

Field feast.serving.FeatureSetRequest.feature_names

-
- -
-
-max_age
-

Field feast.serving.FeatureSetRequest.max_age

-
- -
-
-name
-

Field feast.serving.FeatureSetRequest.name

-
- -
-
-version
-

Field feast.serving.FeatureSetRequest.version

-
- -
- -
-
-class feast.serving.ServingService_pb2.GetBatchFeaturesRequest
-

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

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

Field feast.serving.GetBatchFeaturesRequest.dataset_source

-
- -
-
-feature_sets
-

Field feast.serving.GetBatchFeaturesRequest.feature_sets

-
- -
- -
-
-class feast.serving.ServingService_pb2.GetBatchFeaturesResponse
-

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

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

Field feast.serving.GetBatchFeaturesResponse.job

-
- -
- -
-
-class feast.serving.ServingService_pb2.GetFeastServingInfoRequest
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
- -
-
-class feast.serving.ServingService_pb2.GetFeastServingInfoResponse
-

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

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

Field feast.serving.GetFeastServingInfoResponse.job_staging_location

-
- -
-
-type
-

Field feast.serving.GetFeastServingInfoResponse.type

-
- -
-
-version
-

Field feast.serving.GetFeastServingInfoResponse.version

-
- -
- -
-
-class feast.serving.ServingService_pb2.GetJobRequest
-

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

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

Field feast.serving.GetJobRequest.job

-
- -
- -
-
-class feast.serving.ServingService_pb2.GetJobResponse
-

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

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

Field feast.serving.GetJobResponse.job

-
- -
- -
-
-class feast.serving.ServingService_pb2.GetOnlineFeaturesRequest
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-class EntityRow
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-class FieldsEntry
-

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

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

Field feast.serving.GetOnlineFeaturesRequest.EntityRow.FieldsEntry.key

-
- -
-
-value
-

Field feast.serving.GetOnlineFeaturesRequest.EntityRow.FieldsEntry.value

-
- -
- -
-
-entity_timestamp
-

Field feast.serving.GetOnlineFeaturesRequest.EntityRow.entity_timestamp

-
- -
-
-fields
-

Field feast.serving.GetOnlineFeaturesRequest.EntityRow.fields

-
- -
- -
-
-entity_rows
-

Field feast.serving.GetOnlineFeaturesRequest.entity_rows

-
- -
-
-feature_sets
-

Field feast.serving.GetOnlineFeaturesRequest.feature_sets

-
- -
-
-omit_entities_in_response
-

Field feast.serving.GetOnlineFeaturesRequest.omit_entities_in_response

-
- -
- -
-
-class feast.serving.ServingService_pb2.GetOnlineFeaturesResponse
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-class FieldValues
-

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

-
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-class FieldsEntry
-

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

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

Field feast.serving.GetOnlineFeaturesResponse.FieldValues.FieldsEntry.key

-
- -
-
-value
-

Field feast.serving.GetOnlineFeaturesResponse.FieldValues.FieldsEntry.value

-
- -
- -
-
-fields
-

Field feast.serving.GetOnlineFeaturesResponse.FieldValues.fields

-
- -
- -
-
-field_values
-

Field feast.serving.GetOnlineFeaturesResponse.field_values

-
- -
- -
-
-class feast.serving.ServingService_pb2.Job
-

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

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

Field feast.serving.Job.data_format

-
- -
-
-error
-

Field feast.serving.Job.error

-
- -
-
-file_uris
-

Field feast.serving.Job.file_uris

-
- -
-
-id
-

Field feast.serving.Job.id

-
- -
-
-status
-

Field feast.serving.Job.status

-
- -
-
-type
-

Field feast.serving.Job.type

-
- -
- -
-
-

feast.serving.ServingService_pb2_grpc module

-
-
-class feast.serving.ServingService_pb2_grpc.ServingServiceServicer[source]
-

Bases: object

-
-
-GetBatchFeatures(request, context)[source]
-

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.

-
- -
-
-GetFeastServingInfo(request, context)[source]
-

Get information about this Feast serving.

-
- -
-
-GetJob(request, context)[source]
-

Get the latest job status for batch feature retrieval.

-
- -
-
-GetOnlineFeatures(request, context)[source]
-

Get online features synchronously.

-
- -
- -
-
-class feast.serving.ServingService_pb2_grpc.ServingServiceStub(channel)[source]
-

Bases: object

-
- -
-
-feast.serving.ServingService_pb2_grpc.add_ServingServiceServicer_to_server(servicer, server)[source]
-
- -
-
-

Module contents

-
-
- - -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/feast.storage.html b/sdk/python/docs/html/feast.storage.html deleted file mode 100644 index f506721fa6..0000000000 --- a/sdk/python/docs/html/feast.storage.html +++ /dev/null @@ -1,233 +0,0 @@ - - - - - - - - - - - feast.storage package — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -
-

feast.storage package

-
-

Submodules

-
-
-

feast.storage.Redis_pb2 module

-
-
-class feast.storage.Redis_pb2.RedisKey
-

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

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

Field feast.storage.RedisKey.entities

-
- -
-
-feature_set
-

Field feast.storage.RedisKey.feature_set

-
- -
- -
-
-

Module contents

-
-
- - -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/feast.types.html b/sdk/python/docs/html/feast.types.html deleted file mode 100644 index 7da3658346..0000000000 --- a/sdk/python/docs/html/feast.types.html +++ /dev/null @@ -1,693 +0,0 @@ - - - - - - - - - - - feast.types package — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -
-

feast.types package

-
-

Submodules

-
-
-

feast.types.FeatureRowExtended_pb2 module

-
-
-class feast.types.FeatureRowExtended_pb2.Attempt
-

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

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

Field feast.types.Attempt.attempts

-
- -
-
-error
-

Field feast.types.Attempt.error

-
- -
- -
-
-class feast.types.FeatureRowExtended_pb2.Error
-

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

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

Field feast.types.Error.cause

-
- -
-
-message
-

Field feast.types.Error.message

-
- -
-
-stack_trace
-

Field feast.types.Error.stack_trace

-
- -
-
-transform
-

Field feast.types.Error.transform

-
- -
- -
-
-class feast.types.FeatureRowExtended_pb2.FeatureRowExtended
-

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

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

Field feast.types.FeatureRowExtended.first_seen

-
- -
-
-last_attempt
-

Field feast.types.FeatureRowExtended.last_attempt

-
- -
-
-row
-

Field feast.types.FeatureRowExtended.row

-
- -
- -
-
-

feast.types.FeatureRow_pb2 module

-
-
-class feast.types.FeatureRow_pb2.FeatureRow
-

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

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

Field feast.types.FeatureRow.event_timestamp

-
- -
-
-feature_set
-

Field feast.types.FeatureRow.feature_set

-
- -
-
-fields
-

Field feast.types.FeatureRow.fields

-
- -
- -
-
-

feast.types.Feature_pb2 module

-
-
-class feast.types.Feature_pb2.Feature
-

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

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

Field feast.types.Feature.name

-
- -
-
-value
-

Field feast.types.Feature.value

-
- -
- -
-
-

feast.types.Field_pb2 module

-
-
-class feast.types.Field_pb2.Field
-

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

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

Field feast.types.Field.name

-
- -
-
-value
-

Field feast.types.Field.value

-
- -
- -
-
-

feast.types.Value_pb2 module

-
-
-class feast.types.Value_pb2.BoolList
-

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

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

Field feast.types.BoolList.val

-
- -
- -
-
-class feast.types.Value_pb2.BytesList
-

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

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

Field feast.types.BytesList.val

-
- -
- -
-
-class feast.types.Value_pb2.DoubleList
-

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

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

Field feast.types.DoubleList.val

-
- -
- -
-
-class feast.types.Value_pb2.FloatList
-

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

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

Field feast.types.FloatList.val

-
- -
- -
-
-class feast.types.Value_pb2.Int32List
-

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

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

Field feast.types.Int32List.val

-
- -
- -
-
-class feast.types.Value_pb2.Int64List
-

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

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

Field feast.types.Int64List.val

-
- -
- -
-
-class feast.types.Value_pb2.StringList
-

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

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

Field feast.types.StringList.val

-
- -
- -
-
-class feast.types.Value_pb2.Value
-

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

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

Field feast.types.Value.bool_list_val

-
- -
-
-bool_val
-

Field feast.types.Value.bool_val

-
- -
-
-bytes_list_val
-

Field feast.types.Value.bytes_list_val

-
- -
-
-bytes_val
-

Field feast.types.Value.bytes_val

-
- -
-
-double_list_val
-

Field feast.types.Value.double_list_val

-
- -
-
-double_val
-

Field feast.types.Value.double_val

-
- -
-
-float_list_val
-

Field feast.types.Value.float_list_val

-
- -
-
-float_val
-

Field feast.types.Value.float_val

-
- -
-
-int32_list_val
-

Field feast.types.Value.int32_list_val

-
- -
-
-int32_val
-

Field feast.types.Value.int32_val

-
- -
-
-int64_list_val
-

Field feast.types.Value.int64_list_val

-
- -
-
-int64_val
-

Field feast.types.Value.int64_val

-
- -
-
-string_list_val
-

Field feast.types.Value.string_list_val

-
- -
-
-string_val
-

Field feast.types.Value.string_val

-
- -
- -
-
-class feast.types.Value_pb2.ValueType
-

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

-
-
-BOOL = 7
-
- -
-
-BOOL_LIST = 17
-
- -
-
-BYTES = 1
-
- -
-
-BYTES_LIST = 11
-
- -
-
-DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>
-
- -
-
-DOUBLE = 5
-
- -
-
-DOUBLE_LIST = 15
-
- -
-
-Enum = <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object>
-
- -
-
-FLOAT = 6
-
- -
-
-FLOAT_LIST = 16
-
- -
-
-INT32 = 3
-
- -
-
-INT32_LIST = 13
-
- -
-
-INT64 = 4
-
- -
-
-INT64_LIST = 14
-
- -
-
-INVALID = 0
-
- -
-
-STRING = 2
-
- -
-
-STRING_LIST = 12
-
- -
- -
-
-

Module contents

-
-
- - -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/genindex.html b/sdk/python/docs/html/genindex.html deleted file mode 100644 index 2025b7a77c..0000000000 --- a/sdk/python/docs/html/genindex.html +++ /dev/null @@ -1,1271 +0,0 @@ - - - - - - - - - - - - Index — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- -
    - -
  • Docs »
  • - -
  • Index
  • - - -
  • - - - -
  • - -
- - -
-
-
-
- - -

Index

- -
- A - | B - | C - | D - | E - | F - | G - | H - | I - | J - | K - | L - | M - | N - | O - | P - | R - | S - | T - | U - | V - | Y - -
-

A

- - - -
- -

B

- - - -
- -

C

- - - -
- -

D

- - - -
- -

E

- - - -
- -

F

- - - -
- -

G

- - - -
- -

H

- - -
- -

I

- - - -
- -

J

- - - -
- -

K

- - - -
- -

L

- - - -
- -

M

- - - -
- -

N

- - - -
- -

O

- - -
- -

P

- - - -
- -

R

- - - -
- -

S

- - - -
- -

T

- - - -
- -

U

- - - -
- -

V

- - - -
- -

Y

- - -
- - - -
- -
- - -
-
- -
- -
- - - - - - - - - - - - \ No newline at end of file diff --git a/sdk/python/docs/html/index.html b/sdk/python/docs/html/index.html deleted file mode 100644 index d583ef06e3..0000000000 --- a/sdk/python/docs/html/index.html +++ /dev/null @@ -1,744 +0,0 @@ - - - - - - - - - - - Feast Python API Documentation — Feast 0.3.2 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - -
- - - - - -
- -
- - - - - - - - - - - - - - - - - -
- - - - -
-
-
-
- -
-

Feast Python API Documentation

-
-
-

Client

-
-
-class feast.client.Client(core_url: str = None, serving_url: str = None, verbose: bool = False)[source]
-

Feast Client: Used for creating, managing, and retrieving features.

-
-
-apply(feature_sets: Union[List[feast.feature_set.FeatureSet], feast.feature_set.FeatureSet])[source]
-

Idempotently registers feature set(s) with Feast Core. Either a single -feature set or a list can be provided.

-
-
Parameters
-

feature_sets – List of feature sets that will be registered

-
-
-
- -
-
-property core_url
-

Retrieve Feast Core URL

-
- -
-
-get_batch_features(feature_ids: List[str], entity_rows: pandas.core.frame.DataFrame) → feast.job.Job[source]
-

Retrieves historical features from a Feast Serving deployment.

-
-
Parameters
-
    -
  • 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)
-
-
-
- -
-
-get_feature_set(name: str, version: int = None, fail_if_missing: bool = False) → Optional[feast.feature_set.FeatureSet][source]
-

Retrieves a feature set. If no version is specified then the latest -version will be returned.

-
-
Parameters
-
    -
  • 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

-
-
-
- -
-
-get_online_features(feature_ids: List[str], entity_rows: List[feast.serving.ServingService_pb2.EntityRow]) → feast.serving.ServingService_pb2.GetOnlineFeaturesResponse[source]
-

Retrieves the latest online feature data from Feast Serving

-
-
Parameters
-
    -
  • feature_ids

    List of feature Ids in the following format -[feature_set_name]:[version]:[feature_name] -.. rubric:: 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

-
-
-
- -
-
-ingest(feature_set: Union[str, feast.feature_set.FeatureSet], source: Union[pandas.core.frame.DataFrame, str], version: int = None, force_update: bool = False, max_workers: int = 4, disable_progress_bar: bool = False, chunk_size: int = 5000, timeout: int = None)[source]
-

Loads feature data into Feast for a specific feature set.

-
-
Parameters
-
    -
  • 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

  • -
-
-
-
- -
-
-list_entities() → Dict[str, feast.entity.Entity][source]
-

Returns a dictionary of entities across all feature sets

-
-
Returns
-

Dictionary of entities, indexed by name

-
-
-
- -
-
-list_feature_sets() → List[feast.feature_set.FeatureSet][source]
-

Retrieve a list of feature sets from Feast Core

-
-
Returns
-

List of feature sets

-
-
-
- -
-
-property serving_url
-

Retrieve Serving Core URL

-
- -
-
-version()[source]
-

Returns version information from Feast Core and Feast Serving

-
- -
- -
-
-

Feature Set

-
-
-class feast.feature_set.FeatureSet(name: str, features: List[feast.feature.Feature] = None, entities: List[feast.entity.Entity] = None, source: feast.source.Source = None, max_age: Optional[google.protobuf.duration_pb2.Duration] = None)[source]
-

Represents a collection of features and associated metadata.

-
-
-add(resource)[source]
-

Adds a resource (Feature, Entity) to this Feature Set. -Does not register the updated Feature Set with Feast Core

-
-
Parameters
-

resource – A resource can be either a Feature or an Entity object

-
-
-
- -
-
-drop(name: str)[source]
-

Removes a Feature or Entity from a Feature Set. This does not apply -any changes to Feast Core until the apply() method is called.

-
-
Parameters
-

name – Name of Feature or Entity to be removed

-
-
-
- -
-
-property entities
-

Returns list of entities from this feature set

-
- -
-
-property features
-

Returns a list of features from this feature set

-
- -
-
-property fields
-

Returns a dict of fields from this feature set

-
- -
-
-classmethod from_dict(fs_dict)[source]
-

Creates a feature set from a dict

-
-
Parameters
-

fs_dict – A dict representation of a feature set

-
-
Returns
-

Returns a FeatureSet object based on the feature set dict

-
-
-
- -
-
-classmethod from_proto(feature_set_proto: feast.core.FeatureSet_pb2.FeatureSetSpec)[source]
-

Creates a feature set from a protobuf representation of a feature set

-
-
Parameters
-

from_proto – A protobuf representation of a feature set

-
-
Returns
-

Returns a FeatureSet object based on the feature set protobuf

-
-
-
- -
-
-classmethod from_yaml(yml: str)[source]
-

Creates a feature set from a YAML string body or a file path

-
-
Parameters
-

yml – Either a file path containing a yaml file or a YAML string

-
-
Returns
-

Returns a FeatureSet object based on the YAML file

-
-
-
- -
-
-get_kafka_source_brokers() → str[source]
-

Get the broker list for the source in this feature set

-
- -
-
-get_kafka_source_topic() → str[source]
-

Get the topic that this feature set has been configured to use as source

-
- -
-
-infer_fields_from_df(df: pandas.core.frame.DataFrame, entities: Optional[List[feast.entity.Entity]] = None, features: Optional[List[feast.feature.Feature]] = None, replace_existing_features: bool = False, replace_existing_entities: bool = False, discard_unused_fields: bool = False, rows_to_sample: int = 100)[source]
-

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.

-
-
Parameters
-
    -
  • 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

  • -
-
-
-
- -
-
-is_valid()[source]
-

Validates the state of a feature set locally -:return: (bool, str) True if valid, false if invalid. Contains a message -string with a reason

-
- -
-
-property max_age
-

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.

-
- -
-
-property name
-

Returns the name of this feature set

-
- -
-
-property source
-

Returns the source of this feature set

-
- -
-
-to_proto() → feast.core.FeatureSet_pb2.FeatureSetSpec[source]
-

Converts a feature set object to its protobuf representation

-
-
Returns
-

FeatureSetSpec protobuf

-
-
-
- -
-
-property version
-

Returns the version of this feature set

-
- -
- -
-
-

Feature

-
-
-class feast.feature.Feature(name: str, dtype: feast.value_type.ValueType)[source]
-

Feature field type

-
-
-classmethod from_proto(feature_proto: feast.core.FeatureSet_pb2.FeatureSpec)[source]
-

Converts Protobuf Feature to its SDK equivalent

-
- -
-
-to_proto() → feast.core.FeatureSet_pb2.FeatureSpec[source]
-

Converts Feature object to its Protocol Buffer representation

-
- -
- -
-
-

Entity

-
-
-class feast.entity.Entity(name: str, dtype: feast.value_type.ValueType)[source]
-

Entity field type

-
-
-classmethod from_proto(entity_proto: feast.core.FeatureSet_pb2.EntitySpec)[source]
-

Creates a Feast Entity object from its Protocol Buffer representation

-
-
Parameters
-

entity_proto – EntitySpec protobuf object

-
-
Returns
-

Entity object

-
-
-
- -
-
-to_proto() → feast.core.FeatureSet_pb2.EntitySpec[source]
-

Converts Entity to its Protocol Buffer representation

-
-
Returns
-

Returns EntitySpec object

-
-
-
- -
- -
-
-

Value

-
-
-class feast.value_type.ValueType[source]
-

Feature value type. Used to define data types in Feature Sets.

-
- -
-
-

Source

-
-
-class feast.source.KafkaSource(brokers: str = '', topic: str = '')[source]
-

Kafka feature set source type.

-
-
-property brokers
-

Returns the list of broker addresses for this Kafka source

-
- -
-
-property source_type
-

Returns the type of source. For a Kafka source this will always return -“kafka”

-
- -
-
-to_proto() → feast.core.Source_pb2.Source[source]
-

Converts this Source into its protobuf representation

-
- -
-
-property topic
-

Returns the topic for this feature set

-
- -
- -
-
-class feast.source.Source[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

-
-
-classmethod from_proto(source_proto: feast.core.Source_pb2.Source)[source]
-

Creates a source from a protobuf representation. This will instantiate -and return a specific source type, depending on the protobuf that is -passed in.

-
-
Parameters
-

source_proto – SourceProto python object

-
-
Returns
-

Source object

-
-
-
- -
-
-property source_type
-

The type of source. If not implemented, this will return “None”

-
- -
-
-to_proto()[source]
-

Converts this source object to its protobuf representation.

-
- -
- -
-
-

Job

-
-
-class feast.job.Job(job_proto: feast.serving.ServingService_pb2.Job, serving_stub: feast.serving.ServingService_pb2_grpc.ServingServiceStub)[source]
-

A class representing a job for feature retrieval in Feast.

-
-
-property id
-

Getter for the Job Id

-
- -
-
-reload()[source]
-

Reload the latest job status -Returns: None

-
- -
-
-result(timeout_sec: int = 21600)[source]
-

Wait until job is done to get an iterable rows of result. -The row can only represent an Avro row in Feast 0.3.

-
-
Parameters
-

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

-
- -
-
-property status
-

Getter for the Job status from Feast Core

-
- -
-
-to_dataframe(timeout_sec: int = 21600)[source]
-

Wait until job is done to get an interable rows of result

-
-
Parameters
-

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

-
- -
- -
- - -
- -
- - -
-
- -
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