2

I have the following task:

  1. Create a job with SQL request to Hive table;
  2. Run this job on remote Flink cluster;
  3. Collect the result of this job in file (HDFS is preferable).

Note

Because it is necessary to run this job on remote Flink cluster i can not use TableEnvironment in a simple way. This problem is mentioned in this ticket: https://issues.apache.org/jira/browse/FLINK-18095. For current solution I use adivce from http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/Table-Environment-for-Remote-Execution-td35691.html.

Code

EnvironmentSettings batchSettings = EnvironmentSettings.newInstance().useBlinkPlanner().inBatchMode().build();
// create remote env
StreamExecutionEnvironment streamExecutionEnvironment = StreamExecutionEnvironment.createRemoteEnvironment("localhost", 8081, "/path/to/my/jar");
// create StreamTableEnvironment
TableConfig tableConfig = new TableConfig();
ClassLoader classLoader = Thread.currentThread().getContextClassLoader();
CatalogManager catalogManager = CatalogManager.newBuilder()
                                              .classLoader(classLoader)
                                              .config(tableConfig.getConfiguration())
                                              .defaultCatalog(
                                                  batchSettings.getBuiltInCatalogName(),
                                                  new GenericInMemoryCatalog(
                                                      batchSettings.getBuiltInCatalogName(),
                                                      batchSettings.getBuiltInDatabaseName()))
                                              .executionConfig(
                                                  streamExecutionEnvironment.getConfig())
                                              .build();
ModuleManager moduleManager = new ModuleManager();
BatchExecutor batchExecutor = new BatchExecutor(streamExecutionEnvironment);
FunctionCatalog functionCatalog = new FunctionCatalog(tableConfig, catalogManager, moduleManager);
StreamTableEnvironmentImpl tableEnv = new StreamTableEnvironmentImpl(
    catalogManager,
    moduleManager,
    functionCatalog,
    tableConfig,
    streamExecutionEnvironment,
    new BatchPlanner(batchExecutor, tableConfig, functionCatalog, catalogManager),
    batchExecutor,
    false);
// configure HiveCatalog
String name = "myhive";
String defaultDatabase = "default";
String hiveConfDir = "/path/to/hive/conf"; // a local path
HiveCatalog hive = new HiveCatalog(name, defaultDatabase, hiveConfDir);
tableEnv.registerCatalog("myhive", hive);
tableEnv.useCatalog("myhive");
// request to Hive
Table table = tableEnv.sqlQuery("select * from myhive.`default`.test");

Question

On this step I can call table.execute() method and after it get CloseableIterator by collect() method. But in my case I can get a large count of rows as a result of my request and it will be perfect to collect it into file (ORC in HDFS).

How can I reach my goal?

David Anderson
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Sergei Chernov
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1 Answers1

1

Table.execute().collect() returns the result of the view to your client side for interactive purpose. In your case, you can use the filesystem connector and use INSERT INTO for writing the view to the file. For example:

// create a filesystem table
tableEnvironment.executeSql("CREATE TABLE MyUserTable (\n" +
    "  column_name1 INT,\n" +
    "  column_name2 STRING,\n" +
    "  ..." +
    " \n" +
    ") WITH (\n" +
    "  'connector' = 'filesystem',\n" +
    "  'path' = 'hdfs://path/to/your/file',\n" +
    "  'format' = 'orc' \n" +
    ")");

// submit the job
tableEnvironment.executeSql("insert into MyUserTable select * from myhive.`default`.test");

See more about the filesystem connector: https://ci.apache.org/projects/flink/flink-docs-release-1.11/dev/table/connectors/filesystem.html

Jark Wu
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  • Thank you so much, I will try to use this opportunity. But I have one more question: For my case it will be better to create table by HiveCatalog, but I have problems with it (https://stackoverflow.com/questions/63719627/how-to-create-table-in-hive-with-orc-format-by-hivecatalog-from-apache-flink). Can you also help me with this question please? – Sergei Chernov Sep 10 '20 at 09:16