org.apache.samza.sql.runner.SamzaSqlApplicationConfig java code examples

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@Override
public Collection<RelRoot> convertDsl(String dsl) {
 // TODO: Introduce an API to parse a dsl string and return one or more sql statements
 List<String> sqlStmts = fetchSqlFromConfig(config);
 List<SamzaSqlQueryParser.QueryInfo> queryInfo = fetchQueryInfo(sqlStmts);
 SamzaSqlApplicationConfig sqlConfig = new SamzaSqlApplicationConfig(config,
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSources).flatMap(Collection::stream)
     .collect(Collectors.toList()),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSink).collect(Collectors.toList()));
 QueryPlanner planner =
   new QueryPlanner(sqlConfig.getRelSchemaProviders(), sqlConfig.getInputSystemStreamConfigBySource(),
     sqlConfig.getUdfMetadata());
 List<RelRoot> relRoots = new LinkedList<>();
 for (String sql: sqlStmts) {
  // we always pass only select query to the planner for samza sql. The reason is that samza sql supports
  // schema evolution where source and destination could up to an extent have independent schema evolution while
  // calcite expects strict comformance of the destination schema with that of the fields in the select query.
  SamzaSqlQueryParser.QueryInfo qinfo = SamzaSqlQueryParser.parseQuery(sql);
  relRoots.add(planner.plan(qinfo.getSelectQuery()));
 }
 return relRoots;
}

public SamzaSqlApplicationConfig(Config staticConfig, Set<String> inputSystemStreams,
  Set<String> outputSystemStreams) {
 ioResolver = createIOResolver(staticConfig);
 inputSystemStreamConfigBySource = inputSystemStreams.stream()
    .collect(Collectors.toMap(Function.identity(), src -> ioResolver.fetchSourceInfo(src)));
 outputSystemStreamConfigsBySource = outputSystemStreams.stream()
    .collect(Collectors.toMap(Function.identity(), x -> ioResolver.fetchSinkInfo(x)));
 systemStreamConfigsBySource = new HashMap<>(inputSystemStreamConfigBySource);
 systemStreamConfigsBySource.putAll(outputSystemStreamConfigsBySource);
 Set<SqlIOConfig> systemStreamConfigs = new HashSet<>(systemStreamConfigsBySource.values());
 relSchemaProvidersBySource = systemStreamConfigs.stream()
   .collect(Collectors.toMap(SqlIOConfig::getSource,
     x -> initializePlugin("RelSchemaProvider", x.getRelSchemaProviderName(), staticConfig,
       CFG_FMT_REL_SCHEMA_PROVIDER_DOMAIN,
       (o, c) -> ((RelSchemaProviderFactory) o).create(x.getSystemStream(), c))));
 samzaRelConvertersBySource = systemStreamConfigs.stream()
   .collect(Collectors.toMap(SqlIOConfig::getSource,
     x -> initializePlugin("SamzaRelConverter", x.getSamzaRelConverterName(), staticConfig,
       CFG_FMT_SAMZA_REL_CONVERTER_DOMAIN, (o, c) -> ((SamzaRelConverterFactory) o).create(x.getSystemStream(),
         relSchemaProvidersBySource.get(x.getSource()), c))));
 udfResolver = createUdfResolver(staticConfig);
 udfMetadata = udfResolver.getUdfs();
 windowDurationMs = staticConfig.getLong(CFG_GROUPBY_WINDOW_DURATION_MS, DEFAULT_GROUPBY_WINDOW_DURATION_MS);
 // remove the SqlIOConfigs of outputs whose system is "log" out of systemStreamConfigsBySource
 outputSystemStreamConfigsBySource.forEach((k, v) -> {
   if (k.split("\\.")[0].equals(SamzaSqlApplicationConfig.SAMZA_SYSTEM_LOG)) {
     systemStreamConfigsBySource.remove(k);
   }
 });
}

public void translate(RelRoot relRoot, TranslatorContext translatorContext, int queryId) {
 final SqlIOResolver ioResolver = translatorContext.getExecutionContext().getSamzaSqlApplicationConfig().getIoResolver();
 final RelNode node = relRoot.project();
 ScanTranslator scanTranslator =
   new ScanTranslator(sqlConfig.getSamzaRelConverters(), sqlConfig.getInputSystemStreamConfigBySource(), queryId);
 ModifyTranslator modifyTranslator =
   new ModifyTranslator(sqlConfig.getSamzaRelConverters(), sqlConfig.getOutputSystemStreamConfigsBySource(), queryId);
 sqlConfig.getOutputSystemStreamConfigsBySource().keySet().forEach(
   key -> {
    if (key.split("\\.")[0].equals(SamzaSqlApplicationConfig.SAMZA_SYSTEM_LOG)) {

@Override
public Collection<RelRoot> convertDsl(String dsl) {
 // TODO: Introduce an API to parse a dsl string and return one or more sql statements
 List<String> sqlStmts = fetchSqlFromConfig(config);
 List<SamzaSqlQueryParser.QueryInfo> queryInfo = fetchQueryInfo(sqlStmts);
 SamzaSqlApplicationConfig sqlConfig = new SamzaSqlApplicationConfig(config,
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSources).flatMap(Collection::stream)
     .collect(Collectors.toSet()),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSink).collect(Collectors.toSet()));
 QueryPlanner planner =
   new QueryPlanner(sqlConfig.getRelSchemaProviders(), sqlConfig.getSystemStreamConfigsBySource(),
     sqlConfig.getUdfMetadata());
 List<RelRoot> relRoots = new LinkedList<>();
 for (String sql: sqlStmts) {
  // when sql is a query, we only pass the select query to the planner
  SamzaSqlQueryParser.QueryInfo qinfo = SamzaSqlQueryParser.parseQuery(sql);
  if (qinfo.getSink().split("\\.")[0].equals(SamzaSqlApplicationConfig.SAMZA_SYSTEM_LOG)) {
   sql = qinfo.getSelectQuery();
  }
  relRoots.add(planner.plan(sql));
 }
 return relRoots;
}

/**
 * For unit testing only
 */
@VisibleForTesting
void translate(SamzaSqlQueryParser.QueryInfo queryInfo, StreamApplicationDescriptor appDesc, int queryId) {
 QueryPlanner planner =
   new QueryPlanner(sqlConfig.getRelSchemaProviders(), sqlConfig.getInputSystemStreamConfigBySource(),
     sqlConfig.getUdfMetadata());
 final RelRoot relRoot = planner.plan(queryInfo.getSelectQuery());
 SamzaSqlExecutionContext executionContext = new SamzaSqlExecutionContext(sqlConfig);
 TranslatorContext translatorContext = new TranslatorContext(appDesc, relRoot, executionContext);
 translate(relRoot, sqlConfig.getOutputSystemStreams().get(queryId), translatorContext, queryId);
 Map<Integer, TranslatorContext> translatorContexts = new HashMap<>();
 translatorContexts.put(queryId, translatorContext.clone());
 appDesc.withApplicationTaskContextFactory(new ApplicationTaskContextFactory<SamzaSqlApplicationContext>() {
  @Override
  public SamzaSqlApplicationContext create(ExternalContext externalContext, JobContext jobContext,
    ContainerContext containerContext, TaskContext taskContext,
    ApplicationContainerContext applicationContainerContext) {
   return new SamzaSqlApplicationContext(translatorContexts);
  }
 });
}

@Test
public void testGetInputAndOutputStreamConfigsFanIn() {
 List<String> sqlStmts = Arrays.asList("Insert into testavro.COMPLEX1 select * from testavro.SIMPLE1",
   "insert into testavro.COMPLEX1 select * from testavro.SIMPLE2");
 Map<String, String> config = SamzaSqlTestConfig.fetchStaticConfigsWithFactories(10);
 config.put(SamzaSqlApplicationConfig.CFG_SQL_STMTS_JSON, JsonUtil.toJson(sqlStmts));
 List<SamzaSqlQueryParser.QueryInfo> queryInfo = fetchQueryInfo(sqlStmts);
 SamzaSqlApplicationConfig samzaSqlApplicationConfig = new SamzaSqlApplicationConfig(new MapConfig(config),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSources).flatMap(Collection::stream)
     .collect(Collectors.toList()),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSink).collect(Collectors.toList()));
 Set<String> inputKeys = samzaSqlApplicationConfig.getInputSystemStreamConfigBySource().keySet();
 Set<String> outputKeys = samzaSqlApplicationConfig.getOutputSystemStreamConfigsBySource().keySet();
 List<String> outputStreamList = samzaSqlApplicationConfig.getOutputSystemStreams();
 Assert.assertEquals(2, inputKeys.size());
 Assert.assertTrue(inputKeys.contains("testavro.SIMPLE1"));
 Assert.assertTrue(inputKeys.contains("testavro.SIMPLE2"));
 Assert.assertEquals(1, outputKeys.size());
 Assert.assertTrue(outputKeys.contains("testavro.COMPLEX1"));
 Assert.assertEquals(2, outputStreamList.size());
 Assert.assertEquals("testavro.COMPLEX1", outputStreamList.get(0));
 Assert.assertEquals("testavro.COMPLEX1", outputStreamList.get(1));
}

private void testWithoutConfigShouldPass(Map<String, String> config, String configKey) {
 Map<String, String> badConfigs = new HashMap<>(config);
 badConfigs.remove(configKey);
 List<String> sqlStmts = fetchSqlFromConfig(badConfigs);
 List<SamzaSqlQueryParser.QueryInfo> queryInfo = fetchQueryInfo(sqlStmts);
 new SamzaSqlApplicationConfig(new MapConfig(badConfigs),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSources).flatMap(Collection::stream)
     .collect(Collectors.toList()),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSink).collect(Collectors.toList()));
}

@Test
public void testConfigInit() {
 Map<String, String> config = SamzaSqlTestConfig.fetchStaticConfigsWithFactories(10);
 config.put(SamzaSqlApplicationConfig.CFG_SQL_STMT, "Insert into testavro.COMPLEX1 select * from testavro.SIMPLE1");
 String configUdfResolverDomain = String.format(SamzaSqlApplicationConfig.CFG_FMT_UDF_RESOLVER_DOMAIN, "config");
 int numUdfs = config.get(configUdfResolverDomain + ConfigBasedUdfResolver.CFG_UDF_CLASSES).split(",").length;
 List<String> sqlStmts = fetchSqlFromConfig(config);
 List<SamzaSqlQueryParser.QueryInfo> queryInfo = fetchQueryInfo(sqlStmts);
 SamzaSqlApplicationConfig samzaSqlApplicationConfig = new SamzaSqlApplicationConfig(new MapConfig(config),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSources).flatMap(Collection::stream)
     .collect(Collectors.toList()),
   queryInfo.stream().map(SamzaSqlQueryParser.QueryInfo::getSink).collect(Collectors.toList()));
 Assert.assertEquals(numUdfs, samzaSqlApplicationConfig.getUdfMetadata().size());
 Assert.assertEquals(1, samzaSqlApplicationConfig.getInputSystemStreamConfigBySource().size());
 Assert.assertEquals(1, samzaSqlApplicationConfig.getOutputSystemStreamConfigsBySource().size());
}

/**
 * For unit testing only
 */
@VisibleForTesting
public void translate(SamzaSqlQueryParser.QueryInfo queryInfo, StreamApplicationDescriptor appDesc) {
 QueryPlanner planner =
   new QueryPlanner(sqlConfig.getRelSchemaProviders(), sqlConfig.getSystemStreamConfigsBySource(),
     sqlConfig.getUdfMetadata());
 final RelRoot relRoot = planner.plan(queryInfo.getSql());
 int queryId = 1;
 SamzaSqlExecutionContext executionContext = new SamzaSqlExecutionContext(sqlConfig);
 Map<String, SamzaRelConverter> converters = sqlConfig.getSamzaRelConverters();
 TranslatorContext translatorContext = new TranslatorContext(appDesc, relRoot, executionContext, converters);
 translate(relRoot, translatorContext, queryId);
 Map<Integer, TranslatorContext> translatorContexts = new HashMap<>();
 translatorContexts.put(queryId, translatorContext.clone());
 appDesc.withApplicationTaskContextFactory((jobContext,
   containerContext,
   taskContext,
   applicationContainerContext) ->
   new SamzaSqlApplicationContext(translatorContexts));
}

String sqlJson = SamzaSqlApplicationConfig.serializeSqlStmts(dslStmts);
newConfig.put(SamzaSqlApplicationConfig.CFG_SQL_STMTS_JSON, sqlJson);
List<String> outputSystemStreams = new LinkedList<>();
SamzaSqlApplicationConfig.populateSystemStreamsAndGetRelRoots(dslStmts, config, inputSystemStreams,
  outputSystemStreams);
SqlIOResolver ioResolver = SamzaSqlApplicationConfig.createIOResolver(config);

 SamzaSqlApplicationConfig.populateSystemStreamsAndGetRelRoots(dslStmts, appDescriptor.getConfig(),
   inputSystemStreams, outputSystemStreams);
 new SamzaSqlApplicationConfig(appDescriptor.getConfig(), inputSystemStreams, outputSystemStreams);
TranslatorContext translatorContext = new TranslatorContext(appDescriptor, relRoot, executionContext);
translatorContextMap.put(queryId, translatorContext);
queryTranslator.translate(relRoot, sqlConfig.getOutputSystemStreams().get(queryId), translatorContext, queryId);
queryId++;

  SamzaSqlApplicationConfig.populateSystemStreamsAndGetRelRoots(dslStmts, appDescriptor.getConfig(),
    inputSystemStreams, outputSystemStreams);
  new SamzaSqlApplicationConfig(appDescriptor.getConfig(), inputSystemStreams, outputSystemStreams);
Map<String, SamzaRelConverter> converters = sqlConfig.getSamzaRelConverters();
for (RelRoot relRoot : relRoots) {
 LOG.info("Translating relRoot {} to samza stream graph", relRoot);

@Override
public SqlSchema getTableSchema(ExecutionContext context, String tableName) {
 /**
  *  currently Shell works only for systems that has Avro schemas
  */
 lastErrorMsg = "";
 int execId = execIdSeq.incrementAndGet();
 Map<String, String> staticConfigs = fetchSamzaSqlConfig(execId, context);
 Config samzaSqlConfig = new MapConfig(staticConfigs);
 SqlSchema sqlSchema = null;
 try {
  SqlIOResolver ioResolver = SamzaSqlApplicationConfig.createIOResolver(samzaSqlConfig);
  SqlIOConfig sourceInfo = ioResolver.fetchSourceInfo(tableName);
  RelSchemaProvider schemaProvider =
      SamzaSqlApplicationConfig.initializePlugin("RelSchemaProvider", sourceInfo.getRelSchemaProviderName(),
          samzaSqlConfig, SamzaSqlApplicationConfig.CFG_FMT_REL_SCHEMA_PROVIDER_DOMAIN,
          (o, c) -> ((RelSchemaProviderFactory) o).create(sourceInfo.getSystemStream(), c));
  sqlSchema =  schemaProvider.getSqlSchema();
 } catch (SamzaException ex) {
  String msg = "getTableSchema failed with exception ";
  lastErrorMsg = msg + ex.toString();
  LOG.error(msg, ex);
 }
 return sqlSchema;
}

final RelNode node = relRoot.project();
ScanTranslator scanTranslator =
  new ScanTranslator(sqlConfig.getSamzaRelConverters(), sqlConfig.getInputSystemStreamConfigBySource(), queryId);

public static SqlIOResolver createIOResolver(Config config) {
 String sourceResolveValue = config.get(CFG_IO_RESOLVER);
 Map<String, String> metadataPrefixProperties = new HashMap<>();
 metadataPrefixProperties.put(
   String.format(CFG_FMT_SOURCE_RESOLVER_DOMAIN, sourceResolveValue) + CFG_METADATA_TOPIC_PREFIX,
   config.get(CFG_METADATA_TOPIC_PREFIX, DEFAULT_METADATA_TOPIC_PREFIX));
 Config newConfig = new MapConfig(Arrays.asList(config, metadataPrefixProperties));
 Validate.notEmpty(sourceResolveValue, "ioResolver config is not set or empty");
 return initializePlugin("SqlIOResolver", sourceResolveValue, newConfig, CFG_FMT_SOURCE_RESOLVER_DOMAIN,
   (o, c) -> ((SqlIOResolverFactory) o).create(c, newConfig));
}

public SamzaSqlExecutionContext(SamzaSqlApplicationConfig config) {
 this.sqlConfig = config;
 udfMetadata =
   this.sqlConfig.getUdfMetadata().stream().collect(Collectors.toMap(UdfMetadata::getName, Function.identity()));
}

private SqlIOConfig resolveSourceConfigForTable(RelNode relNode, TranslatorContext context) {
 if (relNode instanceof LogicalProject) {
  return resolveSourceConfigForTable(((LogicalProject) relNode).getInput(), context);
 }
 // We are returning the sourceConfig for the table as null when the table is in another join rather than an output
 // table, that's because the output of stream-table join is considered a stream.
 if (relNode.getInputs().size() > 1) {
  return null;
 }
 String sourceName = SqlIOConfig.getSourceFromSourceParts(relNode.getTable().getQualifiedName());
 SqlIOConfig sourceConfig =
   context.getExecutionContext().getSamzaSqlApplicationConfig().getInputSystemStreamConfigBySource().get(sourceName);
 if (sourceConfig == null) {
  throw new SamzaException("Unsupported source found in join statement: " + sourceName);
 }
 return sourceConfig;
}

 private void sendToOutputStream(String queryLogicalId, String logicalOpId, String sinkStream, StreamApplicationDescriptor appDesc, TranslatorContext translatorContext, RelNode node, int queryId) {
  SqlIOConfig sinkConfig = sqlConfig.getOutputSystemStreamConfigsBySource().get(sinkStream);
  MessageStream<SamzaSqlRelMessage> stream = translatorContext.getMessageStream(node.getId());
  MessageStream<KV<Object, Object>> outputStream = stream.map(new OutputMapFunction(queryLogicalId, logicalOpId, sinkStream, queryId));
  Optional<TableDescriptor> tableDescriptor = sinkConfig.getTableDescriptor();
  if (!tableDescriptor.isPresent()) {
   KVSerde<Object, Object> noOpKVSerde = KVSerde.of(new NoOpSerde<>(), new NoOpSerde<>());
   String systemName = sinkConfig.getSystemName();
   DelegatingSystemDescriptor
     sd = systemDescriptors.computeIfAbsent(systemName, DelegatingSystemDescriptor::new);
   GenericOutputDescriptor<KV<Object, Object>> osd = sd.getOutputDescriptor(sinkConfig.getStreamId(), noOpKVSerde);
   OutputStream stm = outputMsgStreams.computeIfAbsent(sinkConfig.getSource(), v -> appDesc.getOutputStream(osd));
   outputStream.sendTo(stm);
  } else {
   Table outputTable = appDesc.getTable(tableDescriptor.get());
   if (outputTable == null) {
    String msg = "Failed to obtain table descriptor of " + sinkConfig.getSource();
    throw new SamzaException(msg);
   }
   outputStream.sendTo(outputTable);
  }
 }
}

private UdfResolver createUdfResolver(Map<String, String> config) {
 String udfResolveValue = config.get(CFG_UDF_RESOLVER);
 Validate.notEmpty(udfResolveValue, "udfResolver config is not set or empty");
 HashMap<String, String> domainConfig =
   getDomainProperties(config, String.format(CFG_FMT_UDF_RESOLVER_DOMAIN, udfResolveValue), false);
 Properties props = new Properties();
 props.putAll(domainConfig);
 HashMap<String, String> udfConfig = getDomainProperties(config, CFG_UDF_CONFIG_DOMAIN, false);
 return new ConfigBasedUdfResolver(props, new MapConfig(udfConfig));
}

 public static List<String> fetchSqlFromConfig(Map<String, String> config) {
  List<String> sql;
  if (config.containsKey(SamzaSqlApplicationConfig.CFG_SQL_STMT) &&
    StringUtils.isNotBlank(config.get(SamzaSqlApplicationConfig.CFG_SQL_STMT))) {
   String sqlValue = config.get(SamzaSqlApplicationConfig.CFG_SQL_STMT);
   sql = Collections.singletonList(sqlValue);
  } else if (config.containsKey(SamzaSqlApplicationConfig.CFG_SQL_STMTS_JSON) &&
    StringUtils.isNotBlank(config.get(SamzaSqlApplicationConfig.CFG_SQL_STMTS_JSON))) {
   sql = SamzaSqlApplicationConfig.deserializeSqlStmts(config.get(SamzaSqlApplicationConfig.CFG_SQL_STMTS_JSON));
  } else if (config.containsKey(SamzaSqlApplicationConfig.CFG_SQL_FILE)) {
   String sqlFile = config.get(SamzaSqlApplicationConfig.CFG_SQL_FILE);
   sql = SqlFileParser.parseSqlFile(sqlFile);
  } else {
   String msg = "Config doesn't contain the SQL that needs to be executed.";
   LOG.error(msg);
   throw new SamzaException(msg);
  }

  return sql;
 }
}

How to useSamzaSqlApplicationConfig in org.apache.samza.sql.runner

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