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Introduce Entity as higher-level concept #1014

Merged
merged 15 commits into from
Sep 28, 2020
18 changes: 16 additions & 2 deletions common-test/src/main/java/feast/common/it/DataGenerator.java
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
package feast.common.it;

import com.google.common.collect.ImmutableList;
import feast.proto.core.EntityProto;
import feast.proto.core.FeatureSetProto;
import feast.proto.core.SourceProto;
import feast.proto.core.StoreProto;
Expand Down Expand Up @@ -111,11 +112,24 @@ public static FeatureSetProto.FeatureSpec createFeature(
.build();
}

public static FeatureSetProto.EntitySpec createEntity(
public static FeatureSetProto.EntitySpec createEntitySpec(
String name, ValueProto.ValueType.Enum valueType) {
return FeatureSetProto.EntitySpec.newBuilder().setName(name).setValueType(valueType).build();
}

public static EntityProto.EntitySpecV2 createEntitySpecV2(
String name,
String description,
ValueProto.ValueType.Enum valueType,
Map<String, String> labels) {
return EntityProto.EntitySpecV2.newBuilder()
.setName(name)
.setDescription(description)
.setValueType(valueType)
.putAllLabels(labels)
.build();
}

public static FeatureSetProto.FeatureSet createFeatureSet(
SourceProto.Source source,
String projectName,
Expand Down Expand Up @@ -152,7 +166,7 @@ public static FeatureSetProto.FeatureSet createFeatureSet(
.putAllLabels(labels)
.addAllEntities(
entities.entrySet().stream()
.map(entry -> createEntity(entry.getKey(), entry.getValue()))
.map(entry -> createEntitySpec(entry.getKey(), entry.getValue()))
.collect(Collectors.toList()))
.addAllFeatures(
features.entrySet().stream()
Expand Down
49 changes: 49 additions & 0 deletions common-test/src/main/java/feast/common/it/SimpleCoreClient.java
Original file line number Diff line number Diff line change
Expand Up @@ -35,6 +35,46 @@ public CoreServiceProto.ApplyFeatureSetResponse simpleApplyFeatureSet(
CoreServiceProto.ApplyFeatureSetRequest.newBuilder().setFeatureSet(featureSet).build());
}

public CoreServiceProto.ApplyEntityResponse simpleApplyEntity(
String projectName, EntityProto.EntitySpecV2 spec) {
return stub.applyEntity(
CoreServiceProto.ApplyEntityRequest.newBuilder()
.setProject(projectName)
.setSpec(spec)
.build());
}

public List<EntityProto.Entity> simpleListEntities(String projectName) {
return stub.listEntities(
CoreServiceProto.ListEntitiesRequest.newBuilder()
.setFilter(
CoreServiceProto.ListEntitiesRequest.Filter.newBuilder()
.setProject(projectName)
.build())
.build())
.getEntitiesList();
}

public List<EntityProto.Entity> simpleListEntities(
String projectName, Map<String, String> labels) {
return stub.listEntities(
CoreServiceProto.ListEntitiesRequest.newBuilder()
.setFilter(
CoreServiceProto.ListEntitiesRequest.Filter.newBuilder()
.setProject(projectName)
.putAllLabels(labels)
.build())
.build())
.getEntitiesList();
}

public List<EntityProto.Entity> simpleListEntities(
CoreServiceProto.ListEntitiesRequest.Filter filter) {
return stub.listEntities(
CoreServiceProto.ListEntitiesRequest.newBuilder().setFilter(filter).build())
.getEntitiesList();
}

public List<FeatureSetProto.FeatureSet> simpleListFeatureSets(
String projectName, String featureSetName, Map<String, String> labels) {
return stub.listFeatureSets(
Expand Down Expand Up @@ -82,6 +122,15 @@ public FeatureSetProto.FeatureSet simpleGetFeatureSet(String projectName, String
.getFeatureSet();
}

public EntityProto.Entity simpleGetEntity(String projectName, String name) {
return stub.getEntity(
CoreServiceProto.GetEntityRequest.newBuilder()
.setName(name)
.setProject(projectName)
.build())
.getEntity();
}

public void updateFeatureSetStatus(
String projectName, String name, FeatureSetProto.FeatureSetStatus status) {
stub.updateFeatureSetStatus(
Expand Down
33 changes: 33 additions & 0 deletions core/src/main/java/feast/core/dao/EntityRepository.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,33 @@
/*
* SPDX-License-Identifier: Apache-2.0
* Copyright 2018-2020 The Feast Authors
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package feast.core.dao;

import feast.core.model.EntityV2;
import java.util.List;
import org.springframework.data.jpa.repository.JpaRepository;

/** JPA repository supplying EntityV2 objects keyed by id. */
public interface EntityRepository extends JpaRepository<EntityV2, String> {

long count();

// Find all EntityV2s by project
List<EntityV2> findAllByProject_Name(String project);

// Find single EntityV2 by project and name
EntityV2 findEntityByNameAndProject_Name(String name, String project);
}
87 changes: 87 additions & 0 deletions core/src/main/java/feast/core/grpc/CoreServiceImpl.java
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@
import feast.core.service.StatsService;
import feast.proto.core.CoreServiceGrpc.CoreServiceImplBase;
import feast.proto.core.CoreServiceProto.*;
import feast.proto.core.EntityProto.EntitySpecV2;
import feast.proto.core.FeatureSetProto.FeatureSet;
import io.grpc.Status;
import io.grpc.StatusRuntimeException;
Expand Down Expand Up @@ -95,6 +96,31 @@ public void getFeatureSet(
}
}

@Override
public void getEntity(
GetEntityRequest request, StreamObserver<GetEntityResponse> responseObserver) {
try {
GetEntityResponse response = specService.getEntity(request);
responseObserver.onNext(response);
responseObserver.onCompleted();
} catch (RetrievalException e) {
log.error("Unable to fetch entity requested in GetEntity method: ", e);
responseObserver.onError(
Status.NOT_FOUND.withDescription(e.getMessage()).withCause(e).asRuntimeException());
} catch (IllegalArgumentException e) {
log.error("Illegal arguments provided to GetEntity method: ", e);
responseObserver.onError(
Status.INVALID_ARGUMENT
.withDescription(e.getMessage())
.withCause(e)
.asRuntimeException());
} catch (Exception e) {
log.error("Exception has occurred in GetEntity method: ", e);
responseObserver.onError(
Status.INTERNAL.withDescription(e.getMessage()).withCause(e).asRuntimeException());
}
}

@Override
public void listFeatureSets(
ListFeatureSetsRequest request, StreamObserver<ListFeatureSetsResponse> responseObserver) {
Expand Down Expand Up @@ -135,6 +161,32 @@ public void listFeatures(
}
}

/** Retrieve a list of entities */
@Override
public void listEntities(
ListEntitiesRequest request, StreamObserver<ListEntitiesResponse> responseObserver) {
try {
ListEntitiesResponse response = specService.listEntities(request.getFilter());
responseObserver.onNext(response);
responseObserver.onCompleted();
} catch (IllegalArgumentException e) {
log.error("Illegal arguments provided to ListEntities method: ", e);
responseObserver.onError(
Status.INVALID_ARGUMENT
.withDescription(e.getMessage())
.withCause(e)
.asRuntimeException());
} catch (RetrievalException e) {
log.error("Unable to fetch entities requested in ListEntities method: ", e);
responseObserver.onError(
Status.NOT_FOUND.withDescription(e.getMessage()).withCause(e).asRuntimeException());
} catch (Exception e) {
log.error("Exception has occurred in ListEntities method: ", e);
responseObserver.onError(
Status.INTERNAL.withDescription(e.getMessage()).withCause(e).asRuntimeException());
}
}

@Override
public void getFeatureStatistics(
GetFeatureStatisticsRequest request,
Expand Down Expand Up @@ -191,6 +243,41 @@ public void listStores(
}
}

/* Registers an entity to Feast Core */
@Override
public void applyEntity(
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ApplyEntityRequest request, StreamObserver<ApplyEntityResponse> responseObserver) {

String projectId = null;

try {
EntitySpecV2 spec = request.getSpec();
projectId = request.getProject();
authorizationService.authorizeRequest(SecurityContextHolder.getContext(), projectId);
ApplyEntityResponse response = specService.applyEntity(spec, projectId);
responseObserver.onNext(response);
responseObserver.onCompleted();
} catch (org.hibernate.exception.ConstraintViolationException e) {
log.error(
"Unable to persist this entity due to a constraint violation. Please ensure that"
+ " field names are unique within the project namespace: ",
e);
responseObserver.onError(
Status.ALREADY_EXISTS.withDescription(e.getMessage()).withCause(e).asRuntimeException());
} catch (AccessDeniedException e) {
log.info(String.format("User prevented from accessing project: %s", projectId));
responseObserver.onError(
Status.PERMISSION_DENIED
.withDescription(e.getMessage())
.withCause(e)
.asRuntimeException());
} catch (Exception e) {
log.error("Exception has occurred in ApplyEntity method: ", e);
responseObserver.onError(
Status.INTERNAL.withDescription(e.getMessage()).withCause(e).asRuntimeException());
}
}

@Override
public void applyFeatureSet(
ApplyFeatureSetRequest request, StreamObserver<ApplyFeatureSetResponse> responseObserver) {
Expand Down
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