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Prevent reserved fields from being registered #819

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merged 2 commits into from
Jun 23, 2020
Merged

Prevent reserved fields from being registered #819

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ead3a86
Improve validation check when applying Featureset
terryyylim Jun 23, 2020
79480d7
Address PR comments
terryyylim Jun 23, 2020
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19 changes: 19 additions & 0 deletions core/src/main/java/feast/core/validators/FeatureSetValidator.java
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Original file line number Diff line number Diff line change
Expand Up @@ -22,12 +22,17 @@
import feast.proto.core.FeatureSetProto.EntitySpec;
import feast.proto.core.FeatureSetProto.FeatureSet;
import feast.proto.core.FeatureSetProto.FeatureSpec;
import java.util.Arrays;
import java.util.HashSet;
import java.util.List;
import java.util.stream.Collectors;
import org.apache.commons.lang3.StringUtils;

public class FeatureSetValidator {

private static List<String> reservedNames =
Arrays.asList("created_timestamp", "event_timestamp", "ingestion_id", "job_id");

public static void validateSpec(FeatureSet featureSet) {
if (featureSet.getSpec().getProject().isEmpty()) {
throw new IllegalArgumentException("Project name must be provided");
Expand All @@ -43,6 +48,7 @@ public static void validateSpec(FeatureSet featureSet) {
checkValidCharacters(featureSet.getSpec().getName(), "name");
checkUniqueColumns(
featureSet.getSpec().getEntitiesList(), featureSet.getSpec().getFeaturesList());
checkReservedColumns(featureSet.getSpec().getFeaturesList());
for (EntitySpec entitySpec : featureSet.getSpec().getEntitiesList()) {
checkValidCharacters(entitySpec.getName(), "entities::name");
}
Expand All @@ -64,4 +70,17 @@ private static void checkUniqueColumns(
String.format("fields within a featureset must be unique."));
}
}

private static void checkReservedColumns(List<FeatureSpec> featureSpecs) {
String reservedNamesString = StringUtils.join(reservedNames, ", ");
for (FeatureSpec featureSpec : featureSpecs) {
if (reservedNames.contains(featureSpec.getName())) {
throw new IllegalArgumentException(
String.format(
"Reserved feature names have been used, which are not allowed. These names include %s."
+ "You've just used an invalid name, %s.",
reservedNamesString, featureSpec.getName()));
}
}
}
}
24 changes: 24 additions & 0 deletions core/src/test/java/feast/core/service/SpecServiceTest.java
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Original file line number Diff line number Diff line change
Expand Up @@ -56,6 +56,7 @@
import java.util.*;
import java.util.Map.Entry;
import java.util.stream.Collectors;
import org.apache.commons.lang3.StringUtils;
import org.junit.Before;
import org.junit.Rule;
import org.junit.Test;
Expand Down Expand Up @@ -91,6 +92,7 @@ public class SpecServiceTest {

private SpecService specService;
private List<FeatureSet> featureSets;
private List<FeatureSet> invalidFeatureSets;
private List<Feature> features;
private List<Store> stores;
private Source defaultSource;
Expand Down Expand Up @@ -214,6 +216,12 @@ public void setUp() throws InvalidProtocolBufferException {

specService =
new SpecService(featureSetRepository, storeRepository, projectRepository, defaultSource);

Feature invalidFeature1 = TestUtil.CreateFeature("created_timestamp", Enum.INT64);
FeatureSet invalidFeatureSet1 =
TestUtil.CreateFeatureSet(
"f1", "invalid", Arrays.asList(f3e1), Arrays.asList(invalidFeature1));
invalidFeatureSets = Arrays.asList(invalidFeatureSet1);
}

@Test
Expand Down Expand Up @@ -277,6 +285,22 @@ public void shouldThrowExceptionGivenMissingFeatureSetName()
specService.getFeatureSet(GetFeatureSetRequest.newBuilder().build());
}

@Test
public void shouldThrowExceptionGivenReservedFeatureName() throws InvalidProtocolBufferException {
List<String> reservedNames =
Arrays.asList("created_timestamp", "event_timestamp", "ingestion_id", "job_id");
String reservedNamesString = StringUtils.join(reservedNames, ", ");
expectedException.expect(IllegalArgumentException.class);
expectedException.expectMessage(
String.format(
"Reserved feature names have been used, which are not allowed. These names include %s."
+ "You've just used an invalid name, %s.",
reservedNamesString, "created_timestamp"));
FeatureSet invalidFeatureSet = invalidFeatureSets.get(0);

specService.applyFeatureSet(invalidFeatureSet.toProto());
}

@Test
public void shouldThrowExceptionGivenMissingFeatureSet() throws InvalidProtocolBufferException {
expectedException.expect(RetrievalException.class);
Expand Down