/
TruckSchemaRegistryLoader.java
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/
TruckSchemaRegistryLoader.java
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package cloudera.cdf.csp.schema.refapp.trucking.schemaregistry;
import java.io.IOException;
import java.io.InputStream;
import java.util.Collection;
import java.util.HashMap;
import java.util.Map;
import org.apache.commons.io.IOUtils;
import org.apache.commons.lang.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.http.HttpMethod;
import org.springframework.web.client.RestTemplate;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.hortonworks.registries.schemaregistry.SchemaBranch;
import com.hortonworks.registries.schemaregistry.SchemaCompatibility;
import com.hortonworks.registries.schemaregistry.SchemaIdVersion;
import com.hortonworks.registries.schemaregistry.SchemaMetadata;
import com.hortonworks.registries.schemaregistry.SchemaMetadataInfo;
import com.hortonworks.registries.schemaregistry.SchemaVersion;
import com.hortonworks.registries.schemaregistry.SchemaVersionInfo;
import com.hortonworks.registries.schemaregistry.avro.AvroSchemaProvider;
import com.hortonworks.registries.schemaregistry.client.SchemaRegistryClient;
public class TruckSchemaRegistryLoader {
private static final Logger LOG = LoggerFactory.getLogger(TruckSchemaRegistryLoader.class);
private String schemaRegistryUrl;
SchemaRegistryClient schemaRegistryClient;
protected ObjectMapper mapper;
public RestTemplate restTemplate;
public TruckSchemaRegistryLoader(String schmemaRegistryUrl) {
this.schemaRegistryUrl = schmemaRegistryUrl;
this.schemaRegistryClient = new SchemaRegistryClient(createConfig(schmemaRegistryUrl));
this.restTemplate = new RestTemplate();
}
public static void main(String args[]) {
String schmemaRegistryUrl = args[0];
if(StringUtils.isEmpty(schmemaRegistryUrl))
throw new RuntimeException("Schema Registry REST URL must be provided");
TruckSchemaRegistryLoader registryLoader = new TruckSchemaRegistryLoader(schmemaRegistryUrl);
registryLoader.loadSchemaRegistry();
}
/**
* Loads the schema registry with all data required for the CDF Trucking Reference Application
*/
public void loadSchemaRegistry() {
try {
/* Populate the 2 schemas for the raw kafka topics*/
populateSchemaRegistryForRawTruckGeoEventInKafka();
populateSchemaRegistryForRawTruckSpeedEventInKafka();
/* Populate the 2 schemas for the kafka topics that will represent the enriched data from kafka */
populateSchemaRegistryForTruckGeoEventInKafka();
populateSchemaRegistryForTruckSpeedEventInKafka();
/* Populate the 2 schemas for the SMM Demo */
populateSchemaRegistryForTruckGeoEventInKafkaForSMM();
populateSchemaRegistryForTruckSpeedEventInKafkaForSMM();
} catch (Exception e) {
String errorMsg = "Error loading data into Schema Registry for truck events";
LOG.error(errorMsg, e);
throw new RuntimeException(e);
}
}
public void cleanupSchemaRegistry() throws Exception {
deleteSchema(TruckSchemaConfig.KAFKA_RAW_TRUCK_GEO_EVENT_SCHEMA_NAME);
}
private void deleteSchema(String schemaName) throws Exception {
SchemaBranch masterBranch = getMasterBranch(schemaName);
SchemaVersionInfo schemaVersionInfo = schemaRegistryClient.getLatestSchemaVersionInfo(schemaName);
Map<String, String> mapParams = new HashMap<String, String>();
mapParams.put("id", schemaVersionInfo.getVersion().toString());
mapParams.put("schemaName", schemaName);
String url = constructRESTUrl("/schemaregistry/schemas/{schemaName}/versions/{id}");
restTemplate.exchange(url, HttpMethod.DELETE, null, Map.class, mapParams);
}
private void populateSchemaRegistryForRawTruckGeoEventInKafka() throws Exception {
/* If schema exists, don't add */
SchemaMetadataInfo metaInfo= schemaRegistryClient.getSchemaMetadataInfo(TruckSchemaConfig.KAFKA_RAW_TRUCK_GEO_EVENT_SCHEMA_NAME);
if(metaInfo != null) {
LOG.warn("Schema["+ TruckSchemaConfig.KAFKA_RAW_TRUCK_GEO_EVENT_SCHEMA_NAME + "] already exists. Not creating another one");
return;
}
String schemaGroup = TruckSchemaConfig.KAFKA_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.KAFKA_RAW_TRUCK_GEO_EVENT_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Raw Geo events from trucks in Kafka Topic";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-geo-event-log.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
private void populateSchemaRegistryForRawTruckSpeedEventInKafka() throws Exception {
/* If schema exists, don't add */
SchemaMetadataInfo metaInfo= schemaRegistryClient.getSchemaMetadataInfo(TruckSchemaConfig.KAFKA_RAW_TRUCK_SPEED_EVENT_SCHEMA_NAME);
if(metaInfo != null) {
LOG.warn("Schema["+ TruckSchemaConfig.KAFKA_RAW_TRUCK_SPEED_EVENT_SCHEMA_NAME + "] already exists. Not creating another one");
return;
}
String schemaGroup = TruckSchemaConfig.KAFKA_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.KAFKA_RAW_TRUCK_SPEED_EVENT_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Raw Speed Events from trucks in Kafka Topic";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-speed-event-log.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
private void populateSchemaRegistryForTruckGeoEventInKafka() throws Exception {
/* If schema exists, don't add */
SchemaMetadataInfo metaInfo= schemaRegistryClient.getSchemaMetadataInfo(TruckSchemaConfig.KAFKA_TRUCK_GEO_EVENT_SCHEMA_NAME);
if(metaInfo != null) {
LOG.warn("Schema["+ TruckSchemaConfig.KAFKA_TRUCK_GEO_EVENT_SCHEMA_NAME + "] already exists. Not creating another one");
return;
}
String schemaGroup = TruckSchemaConfig.KAFKA_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.KAFKA_TRUCK_GEO_EVENT_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Enriched Geo events from trucks in Kafka Topic";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-geo-event-kafka.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
private void populateSchemaRegistryForTruckGeoEventInKafkaForSMM() throws Exception {
/* If schema exists, don't add */
SchemaMetadataInfo metaInfo= schemaRegistryClient.getSchemaMetadataInfo(TruckSchemaConfig.KAFKA_TRUCK_GEO_EVENT_FOR_SMM_SCHEMA_NAME);
if(metaInfo != null) {
LOG.warn("Schema["+ TruckSchemaConfig.KAFKA_TRUCK_GEO_EVENT_FOR_SMM_SCHEMA_NAME + "] already exists. Not creating another one");
return;
}
String schemaGroup = TruckSchemaConfig.KAFKA_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.KAFKA_TRUCK_GEO_EVENT_FOR_SMM_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Enriched Geo events from trucks in Kafka Topic";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-geo-event-kafka.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
private void populateSchemaRegistryForTruckSpeedEventInKafka() throws Exception {
/* If schema exists, don't add */
SchemaMetadataInfo metaInfo= schemaRegistryClient.getSchemaMetadataInfo(TruckSchemaConfig.KAFKA_TRUCK_SPEED_EVENT_SCHEMA_NAME);
if(metaInfo != null) {
LOG.warn("Schema["+ TruckSchemaConfig.KAFKA_TRUCK_SPEED_EVENT_SCHEMA_NAME + "] already exists. Not creating another one");
return;
}
String schemaGroup = TruckSchemaConfig.KAFKA_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.KAFKA_TRUCK_SPEED_EVENT_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Enriched Speed Events from trucks in Kafka Topic";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-speed-event-kafka.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
private void populateSchemaRegistryForTruckSpeedEventInKafkaForSMM() throws Exception {
/* If schema exists, don't add */
SchemaMetadataInfo metaInfo= schemaRegistryClient.getSchemaMetadataInfo(TruckSchemaConfig.KAFKA_TRUCK_SPEED_EVENT_FOR_SMM_SCHEMA_NAME);
if(metaInfo != null) {
LOG.warn("Schema["+ TruckSchemaConfig.KAFKA_TRUCK_SPEED_EVENT_FOR_SMM_SCHEMA_NAME + "] already exists. Not creating another one");
return;
}
String schemaGroup = TruckSchemaConfig.KAFKA_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.KAFKA_TRUCK_SPEED_EVENT_FOR_SMM_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Enriched Speed Events from trucks in Kafka Topic";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-speed-event-kafka.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
/**
* Upload the serdes jar that has the serializer and deserailizer classes and then registers teh serailizer and deserializer classes
* with Schema Registry
* @param avroserdesJarName
* @throws Exception
*/
// public void uploadAndRegisterSeDeserializers(String avroserdesJarName) throws Exception {
//
// /* Uplaod the serializer jar to the schema registry */
// InputStream serdesJarInputStream = TruckSchemaRegistryLoader.class.getResourceAsStream(avroserdesJarName);
// String fileId = schemaRegistryClient.uploadFile(serdesJarInputStream);
//
// /* Register the Serializer and Deserializer classes in the uploaded jar with schema registry */
// this.serializerId = registerAvroSerializer(fileId);
// this.deserializerId = registerAvroDeserializer(fileId);
// }
/**
* Maps the registered serailizer and deserializer with the passed in schema
* @param schemaName
* @throws Exception
*/
// public void mapSeDeserializers(String schemaName) throws Exception {
//
// //map schema
// schemaRegistryClient.mapSchemaWithSerDes(schemaName, serializerId);
// schemaRegistryClient.mapSchemaWithSerDes(schemaName, deserializerId);
//
// }
/**
* Adds a new schema version to a Schema
* @param schemaName
* @param schemaContentFileName
* @throws Exception
*/
public void addSchemaVersion(String schemaName, String schemaContentFileName, String description) throws Exception {
String schema = getSchema(schemaContentFileName);
LOG.info("Truck Geo Event Schema is: " + schema);
SchemaVersion schemaVersion = new SchemaVersion(schema, description);
SchemaIdVersion version = schemaRegistryClient.addSchemaVersion(schemaName, schemaVersion);
LOG.info("Version Id of new schema is: " + version);
}
/**
* Creates a New Schema Group and Schema Meta data construct in the Registry
* @param schemaGroup
* @param schemaName
* @param schemaType
* @param description
* @param compatiblity
* @throws Exception
*/
private void registerSchemaMetaData(String schemaGroup, String schemaName, String schemaType,
String description, SchemaCompatibility compatiblity) throws Exception {
SchemaMetadata schemaMetadata = new SchemaMetadata.Builder(schemaName)
.type(schemaType)
.schemaGroup(schemaGroup)
.description(description)
.compatibility(compatiblity)
.build();
// register the schemaGroup
long status = schemaRegistryClient.registerSchemaMetadata(schemaMetadata);
LOG.info("Status of registering schema is: " + status);
}
// private Long registerAvroSerializer(String fileId) {
// String avroSerializerClassName = "org.apache.registries.schemaregistry.serdes.avro.AvroSnapshotSerializer";
// SerDesInfo serializerInfo = new SerDesInfo.Builder()
// .name(TruckSchemaConfig.AVRO_SERIALIZER_NAME)
// .description("The Default Avro Serializer")
// .fileId(fileId)
// .className(avroSerializerClassName)
// .buildSerializerInfo();
// return schemaRegistryClient.addSerializer(serializerInfo);
// }
//
// private Long registerAvroDeserializer(String fileId) {
// String avroDeserializerClassName = "org.apache.registries.schemaregistry.serdes.avro.AvroSnapshotDeserializer";
// SerDesInfo deserializerInfo = new SerDesInfo.Builder()
// .name("avro-deserializer")
// .description("The Default Avro Deserializer")
// .fileId(fileId)
// .className(avroDeserializerClassName)
// .buildDeserializerInfo();
// return schemaRegistryClient.addDeserializer(deserializerInfo);
// }
String getSchema(String schemaFileName) throws IOException {
InputStream schemaResourceStream = TruckSchemaRegistryLoader.class.getResourceAsStream(schemaFileName);
if (schemaResourceStream == null) {
throw new IllegalArgumentException("Given schema file [" + schemaFileName + "] does not exist");
}
return IOUtils.toString(schemaResourceStream, "UTF-8");
}
static Map<String, Object> createConfig(String schemaRegistryUrl) {
Map<String, Object> config = new HashMap<>();
config.put(SchemaRegistryClient.Configuration.SCHEMA_REGISTRY_URL.name(), schemaRegistryUrl);
return config;
}
private void populateSchemaRegistryForTruckGeoEventInLog() throws Exception {
String schemaGroup = TruckSchemaConfig.LOG_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.LOG_TRUCK_GEO_EVENT_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Raw Geo events from trucks in Log file";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-geo-event-log.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
private void populateSchemaRegistryForTruckSpeedEventInLog() throws Exception {
String schemaGroup = TruckSchemaConfig.LOG_SCHEMA_GROUP_NAME;
String schemaName = TruckSchemaConfig.LOG_TRUCK_SPEED_EVENT_SCHEMA_NAME;
String schemaType = AvroSchemaProvider.TYPE;
String description = "Raw Speed Events from trucks in Log File";
SchemaCompatibility compatiblity = SchemaCompatibility.BACKWARD;
String schemaContentFileName = "/schema/truck-speed-event-log.avsc";
registerSchemaMetaData(schemaGroup, schemaName, schemaType, description, compatiblity);
addSchemaVersion(schemaName, schemaContentFileName, description);
//mapSeDeserializers(schemaName);
}
private SchemaBranch getMasterBranch(String schemaName) throws Exception{
SchemaBranch masterBranch = null;
Collection<SchemaBranch> branches = schemaRegistryClient.getSchemaBranches(schemaName);
if(branches == null || branches.isEmpty())
return null;
for(SchemaBranch branch: branches) {
if(branch.getName().equals("MASTER")) {
masterBranch = branch;
break;
}
}
return masterBranch;
}
protected String constructRESTUrl(String actionUrl) {
return schemaRegistryUrl + actionUrl;
}
}