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[HUDI-344] Add partitioner param to Exporter (#1405)

This commit is contained in:
Raymond Xu
2020-03-18 04:24:04 -07:00
committed by GitHub
parent 0a4902ecce
commit 779edc0688
2 changed files with 178 additions and 58 deletions

View File

@@ -29,13 +29,20 @@ import org.apache.hudi.config.HoodieIndexConfig;
import org.apache.hudi.config.HoodieWriteConfig;
import org.apache.hudi.index.HoodieIndex.IndexType;
import org.apache.hudi.utilities.HoodieSnapshotExporter.Config;
import org.apache.hudi.utilities.HoodieSnapshotExporter.OutputFormatValidator;
import org.apache.hudi.utilities.HoodieSnapshotExporter.Partitioner;
import com.beust.jcommander.ParameterException;
import org.apache.hadoop.fs.LocatedFileStatus;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.RemoteIterator;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.sql.Column;
import org.apache.spark.sql.DataFrameWriter;
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Row;
import org.apache.spark.sql.SparkSession;
import org.junit.After;
import org.junit.Before;
@@ -52,6 +59,7 @@ import java.util.List;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertFalse;
import static org.junit.Assert.assertNull;
import static org.junit.Assert.assertTrue;
@RunWith(Enclosed.class)
@@ -62,7 +70,7 @@ public class TestHoodieSnapshotExporter {
static final Logger LOG = LogManager.getLogger(ExporterTestHarness.class);
static final int NUM_RECORDS = 100;
static final String COMMIT_TIME = "20200101000000";
static final String PARTITION_PATH = "2020/01/01";
static final String PARTITION_PATH = "2020";
static final String TABLE_NAME = "testing";
String sourcePath;
String targetPath;
@@ -119,12 +127,19 @@ public class TestHoodieSnapshotExporter {
public static class TestHoodieSnapshotExporterForHudi extends ExporterTestHarness {
@Test
public void testExportAsHudi() throws IOException {
HoodieSnapshotExporter.Config cfg = new Config();
private HoodieSnapshotExporter.Config cfg;
@Before
public void setUp() throws Exception {
super.setUp();
cfg = new Config();
cfg.sourceBasePath = sourcePath;
cfg.targetOutputPath = targetPath;
cfg.outputFormat = "hudi";
cfg.outputFormat = OutputFormatValidator.HUDI;
}
@Test
public void testExportAsHudi() throws IOException {
new HoodieSnapshotExporter().export(SparkSession.builder().config(jsc.getConf()).getOrCreate(), cfg);
// Check results
@@ -151,10 +166,6 @@ public class TestHoodieSnapshotExporter {
dfs.delete(new Path(sourcePath + "/" + PARTITION_PATH), true);
// export
HoodieSnapshotExporter.Config cfg = new Config();
cfg.sourceBasePath = sourcePath;
cfg.targetOutputPath = targetPath;
cfg.outputFormat = "hudi";
new HoodieSnapshotExporter().export(SparkSession.builder().config(jsc.getConf()).getOrCreate(), cfg);
// Check results
@@ -185,4 +196,85 @@ public class TestHoodieSnapshotExporter {
assertTrue(dfs.exists(new Path(targetPath + "/_SUCCESS")));
}
}
public static class TestHoodieSnapshotExporterForRepartitioning extends ExporterTestHarness {
private static final String PARTITION_NAME = "year";
public static class UserDefinedPartitioner implements Partitioner {
@Override
public DataFrameWriter<Row> partition(Dataset<Row> source) {
return source
.withColumnRenamed(HoodieRecord.PARTITION_PATH_METADATA_FIELD, PARTITION_NAME)
.repartition(new Column(PARTITION_NAME))
.write()
.partitionBy(PARTITION_NAME);
}
}
private HoodieSnapshotExporter.Config cfg;
@Before
public void setUp() throws Exception {
super.setUp();
cfg = new Config();
cfg.sourceBasePath = sourcePath;
cfg.targetOutputPath = targetPath;
cfg.outputFormat = "json";
}
@Test
public void testExportWithPartitionField() throws IOException {
// `driver` field is set in HoodieTestDataGenerator
cfg.outputPartitionField = "driver";
new HoodieSnapshotExporter().export(SparkSession.builder().config(jsc.getConf()).getOrCreate(), cfg);
assertEquals(NUM_RECORDS, sqlContext.read().format("json").load(targetPath).count());
assertTrue(dfs.exists(new Path(targetPath + "/_SUCCESS")));
assertTrue(dfs.listStatus(new Path(targetPath)).length > 1);
}
@Test
public void testExportForUserDefinedPartitioner() throws IOException {
cfg.outputPartitioner = UserDefinedPartitioner.class.getName();
new HoodieSnapshotExporter().export(SparkSession.builder().config(jsc.getConf()).getOrCreate(), cfg);
assertEquals(NUM_RECORDS, sqlContext.read().format("json").load(targetPath).count());
assertTrue(dfs.exists(new Path(targetPath + "/_SUCCESS")));
assertTrue(dfs.exists(new Path(String.format("%s/%s=%s", targetPath, PARTITION_NAME, PARTITION_PATH))));
}
}
@RunWith(Parameterized.class)
public static class TestHoodieSnapshotExporterInputValidation {
@Parameters
public static Iterable<Object[]> data() {
return Arrays.asList(new Object[][] {
{"json", true}, {"parquet", true}, {"hudi", true},
{"JSON", false}, {"foo", false}, {null, false}, {"", false}
});
}
@Parameter
public String format;
@Parameter(1)
public boolean isValid;
@Test
public void testValidateOutputFormat() {
Throwable t = null;
try {
new OutputFormatValidator().validate(null, format);
} catch (Exception e) {
t = e;
}
if (isValid) {
assertNull(t);
} else {
assertTrue(t instanceof ParameterException);
}
}
}
}