Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
26 changes: 18 additions & 8 deletions core/src/main/java/feast/core/service/SpecService.java
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@
package feast.core.service;

import com.google.common.base.Strings;
import com.google.common.collect.Sets;
import com.google.protobuf.util.JsonFormat;
import feast.core.dao.EntityInfoRepository;
import feast.core.dao.FeatureGroupInfoRepository;
Expand All @@ -38,6 +39,7 @@
import feast.specs.FeatureGroupSpecProto.FeatureGroupSpec;
import feast.specs.FeatureSpecProto.FeatureSpec;
import feast.specs.StorageSpecProto.StorageSpec;
import java.util.Set;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
Expand Down Expand Up @@ -83,8 +85,10 @@ public List<EntityInfo> getEntities(List<String> ids) {
if (ids.size() == 0) {
throw new IllegalArgumentException("ids cannot be empty");
}
List<EntityInfo> entityInfos = this.entityInfoRepository.findAllById(ids);
if (entityInfos.size() < ids.size()) {
Set<String> dedupIds = Sets.newHashSet(ids);

List<EntityInfo> entityInfos = this.entityInfoRepository.findAllById(dedupIds);
if (entityInfos.size() < dedupIds.size()) {
throw new RetrievalException(
"unable to retrieve all entities requested"); // TODO: check and return exactly which ones
}
Expand Down Expand Up @@ -113,8 +117,10 @@ public List<FeatureInfo> getFeatures(List<String> ids) {
if (ids.size() == 0) {
throw new IllegalArgumentException("ids cannot be empty");
}
List<FeatureInfo> featureInfos = this.featureInfoRepository.findAllById(ids);
if (featureInfos.size() < ids.size()) {
Set<String> dedupIds = Sets.newHashSet(ids);

List<FeatureInfo> featureInfos = this.featureInfoRepository.findAllById(dedupIds);
if (featureInfos.size() < dedupIds.size()) {
throw new RetrievalException(
"unable to retrieve all features requested"); // TODO: check and return exactly which ones
}
Expand Down Expand Up @@ -143,8 +149,10 @@ public List<FeatureGroupInfo> getFeatureGroups(List<String> ids) {
if (ids.size() == 0) {
throw new IllegalArgumentException("ids cannot be empty");
}
List<FeatureGroupInfo> featureGroupInfos = this.featureGroupInfoRepository.findAllById(ids);
if (featureGroupInfos.size() < ids.size()) {
Set<String> dedupIds = Sets.newHashSet(ids);

List<FeatureGroupInfo> featureGroupInfos = this.featureGroupInfoRepository.findAllById(dedupIds);
if (featureGroupInfos.size() < dedupIds.size()) {
throw new RetrievalException(
"unable to retrieve all feature groups requested"); // TODO: check and return exactly
// which ones
Expand Down Expand Up @@ -174,8 +182,10 @@ public List<StorageInfo> getStorage(List<String> ids) {
if (ids.size() == 0) {
throw new IllegalArgumentException("ids cannot be empty");
}
List<StorageInfo> storageInfos = this.storageInfoRepository.findAllById(ids);
if (storageInfos.size() < ids.size()) {
Set<String> dedupIds = Sets.newHashSet(ids);

List<StorageInfo> storageInfos = this.storageInfoRepository.findAllById(dedupIds);
if (storageInfos.size() < dedupIds.size()) {
throw new RetrievalException(
"unable to retrieve all storage requested"); // TODO: check and return exactly which ones
}
Expand Down
65 changes: 62 additions & 3 deletions core/src/test/java/feast/core/service/SpecServiceTest.java
Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,7 @@

import static org.hamcrest.Matchers.equalTo;
import static org.junit.Assert.assertThat;
import static org.mockito.ArgumentMatchers.any;
import static org.mockito.Mockito.verify;
import static org.mockito.Mockito.when;
import static org.mockito.MockitoAnnotations.initMocks;
Expand Down Expand Up @@ -104,7 +105,26 @@ public void shouldGetEntitiesMatchingIds() {
EntityInfo entity2 = newTestEntityInfo("entity2");

ArrayList<String> ids = Lists.newArrayList("entity1", "entity2");
when(entityInfoRepository.findAllById(ids)).thenReturn(Lists.newArrayList(entity1, entity2));
when(entityInfoRepository.findAllById(any(Iterable.class))).thenReturn(Lists.newArrayList(entity1, entity2));
SpecService specService =
new SpecService(
entityInfoRepository,
featureInfoRepository,
storageInfoRepository,
featureGroupInfoRepository,
schemaManager);
List<EntityInfo> actual = specService.getEntities(ids);
List<EntityInfo> expected = Lists.newArrayList(entity1, entity2);
assertThat(actual, equalTo(expected));
}

@Test
public void shouldDeduplicateGetEntities() {
EntityInfo entity1 = newTestEntityInfo("entity1");
EntityInfo entity2 = newTestEntityInfo("entity2");

ArrayList<String> ids = Lists.newArrayList("entity1", "entity2", "entity2");
when(entityInfoRepository.findAllById(any(Iterable.class))).thenReturn(Lists.newArrayList(entity1, entity2));
SpecService specService =
new SpecService(
entityInfoRepository,
Expand Down Expand Up @@ -161,7 +181,26 @@ public void shouldGetFeaturesMatchingIds() {
FeatureInfo feature2 = newTestFeatureInfo("feature2");

ArrayList<String> ids = Lists.newArrayList("entity.none.feature1", "entity.none.feature2");
when(featureInfoRepository.findAllById(ids)).thenReturn(Lists.newArrayList(feature1, feature2));
when(featureInfoRepository.findAllById(any(Iterable.class))).thenReturn(Lists.newArrayList(feature1, feature2));
SpecService specService =
new SpecService(
entityInfoRepository,
featureInfoRepository,
storageInfoRepository,
featureGroupInfoRepository,
schemaManager);
List<FeatureInfo> actual = specService.getFeatures(ids);
List<FeatureInfo> expected = Lists.newArrayList(feature1, feature2);
assertThat(actual, equalTo(expected));
}

@Test
public void shouldDeduplicateGetFeature() {
FeatureInfo feature1 = newTestFeatureInfo("feature1");
FeatureInfo feature2 = newTestFeatureInfo("feature2");

ArrayList<String> ids = Lists.newArrayList("entity.none.feature1", "entity.none.feature2", "entity.none.feature2");
when(featureInfoRepository.findAllById(any(Iterable.class))).thenReturn(Lists.newArrayList(feature1, feature2));
SpecService specService =
new SpecService(
entityInfoRepository,
Expand Down Expand Up @@ -216,7 +255,27 @@ public void shouldGetStorageMatchingIds() {
StorageInfo bqStorage = newTestStorageInfo("BIGQUERY1", "BIGQUERY");

ArrayList<String> ids = Lists.newArrayList("REDIS1", "BIGQUERY1");
when(storageInfoRepository.findAllById(ids))
when(storageInfoRepository.findAllById(any(Iterable.class)))
.thenReturn(Lists.newArrayList(redisStorage, bqStorage));
SpecService specService =
new SpecService(
entityInfoRepository,
featureInfoRepository,
storageInfoRepository,
featureGroupInfoRepository,
schemaManager);
List<StorageInfo> actual = specService.getStorage(ids);
List<StorageInfo> expected = Lists.newArrayList(redisStorage, bqStorage);
assertThat(actual, equalTo(expected));
}

@Test
public void shouldDeduplicateGetStorage() {
StorageInfo redisStorage = newTestStorageInfo("REDIS1", "REDIS");
StorageInfo bqStorage = newTestStorageInfo("BIGQUERY1", "BIGQUERY");

ArrayList<String> ids = Lists.newArrayList("REDIS1", "BIGQUERY1", "BIGQUERY1");
when(storageInfoRepository.findAllById(any(Iterable.class)))
.thenReturn(Lists.newArrayList(redisStorage, bqStorage));
SpecService specService =
new SpecService(
Expand Down