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DataHub integration with Protobuf schemas for metadata
package datahub.protobuf.visitors.dataset;
import com.google.gson.Gson;
import com.google.protobuf.DescriptorProtos;
import com.google.protobuf.Descriptors;
import com.linkedin.data.template.StringMap;
import com.linkedin.dataset.DatasetProperties;
import datahub.protobuf.visitors.ProtobufModelVisitor;
import datahub.protobuf.visitors.ProtobufExtensionUtil;
import datahub.protobuf.visitors.VisitContext;
import java.util.Collection;
import java.util.Map;
import java.util.stream.Collectors;
import java.util.stream.Stream;
import static datahub.protobuf.ProtobufUtils.getMessageOptions;
import static datahub.protobuf.visitors.ProtobufExtensionUtil.getProperties;
public class PropertyVisitor implements ProtobufModelVisitor {
private static final Gson GSON = new Gson();
@Override
public Stream visitGraph(VisitContext context) {
Map properties = ProtobufExtensionUtil.filterByDataHubType(getMessageOptions(context.root().messageProto()),
context.getGraph().getRegistry(), ProtobufExtensionUtil.DataHubMetadataType.PROPERTY)
.stream().flatMap(fd -> {
if (fd.getKey().getJavaType() != Descriptors.FieldDescriptor.JavaType.MESSAGE) {
if (fd.getKey().isRepeated()) {
return Stream.of(Map.entry(fd.getKey().getName(), GSON.toJson(
((Collection>) fd.getValue()).stream().map(Object::toString).collect(Collectors.toList()))));
} else {
return Stream.of(Map.entry(fd.getKey().getName(), fd.getValue().toString()));
}
} else {
Descriptors.FieldDescriptor field = fd.getKey();
DescriptorProtos.DescriptorProto value = (DescriptorProtos.DescriptorProto) fd.getValue();
return getProperties(field, value);
}
}).collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue));
return Stream.of(new DatasetProperties().setCustomProperties(new StringMap(properties)));
}
}