Examples with TpcdsSchema org.apache.flink.table.tpcds.schema.TpcdsSchema used on opensource projects

Example 1 with TpcdsSchema

use of org.apache.flink.table.tpcds.schema.TpcdsSchema in project flink by apache.

the class TpcdsTestProgram method prepareTableEnv.

/**
 * Prepare TableEnvironment for query.
 *
 * @param sourceTablePath
 * @return
 */
private static TableEnvironment prepareTableEnv(String sourceTablePath, Boolean useTableStats) {
    // init Table Env
    EnvironmentSettings environmentSettings = EnvironmentSettings.inBatchMode();
    TableEnvironment tEnv = TableEnvironment.create(environmentSettings);
    // config Optimizer parameters
    // TODO use the default shuffle mode of batch runtime mode once FLINK-23470 is implemented
    tEnv.getConfig().getConfiguration().setString(ExecutionConfigOptions.TABLE_EXEC_SHUFFLE_MODE, GlobalStreamExchangeMode.POINTWISE_EDGES_PIPELINED.toString());
    tEnv.getConfig().getConfiguration().setLong(OptimizerConfigOptions.TABLE_OPTIMIZER_BROADCAST_JOIN_THRESHOLD, 10 * 1024 * 1024);
    tEnv.getConfig().getConfiguration().setBoolean(OptimizerConfigOptions.TABLE_OPTIMIZER_JOIN_REORDER_ENABLED, true);
    // register TPC-DS tables
    TPCDS_TABLES.forEach(table -> {
        TpcdsSchema schema = TpcdsSchemaProvider.getTableSchema(table);
        CsvTableSource.Builder builder = CsvTableSource.builder();
        builder.path(sourceTablePath + FILE_SEPARATOR + table + DATA_SUFFIX);
        for (int i = 0; i < schema.getFieldNames().size(); i++) {
            builder.field(schema.getFieldNames().get(i), TypeConversions.fromDataTypeToLegacyInfo(schema.getFieldTypes().get(i)));
        }
        builder.fieldDelimiter(COL_DELIMITER);
        builder.emptyColumnAsNull();
        builder.lineDelimiter("\n");
        CsvTableSource tableSource = builder.build();
        ConnectorCatalogTable catalogTable = ConnectorCatalogTable.source(tableSource, true);
        tEnv.getCatalog(tEnv.getCurrentCatalog()).ifPresent(catalog -> {
            try {
                catalog.createTable(new ObjectPath(tEnv.getCurrentDatabase(), table), catalogTable, false);
            } catch (Exception e) {
                throw new RuntimeException(e);
            }
        });
    });
    // register statistics info
    if (useTableStats) {
        TpcdsStatsProvider.registerTpcdsStats(tEnv);
    }
    return tEnv;
}