[HUDI-1296] Support Metadata Table in Spark Datasource (#4789)
* Bootstrapping initial support for Metadata Table in Spark Datasource - Consolidated Avro/Row conversion utilities to center around Spark's AvroDeserializer ; removed duplication - Bootstrapped HoodieBaseRelation - Updated HoodieMergeOnReadRDD to be able to handle Metadata Table - Modified MOR relations to be able to read different Base File formats (Parquet, HFile)
This commit is contained in:
Alexey Kudinkin
@@ -1,179 +0,0 @@
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
|
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hudi.keygen;
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import org.apache.hudi.AvroConversionUtils;
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import org.apache.hudi.common.config.TypedProperties;
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import org.apache.hudi.common.model.HoodieKey;
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import org.apache.hudi.common.testutils.HoodieTestDataGenerator;
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import org.apache.hudi.exception.HoodieKeyException;
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import org.apache.avro.generic.GenericRecord;
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import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
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import org.apache.hudi.testutils.KeyGeneratorTestUtilities;
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import org.apache.spark.sql.Row;
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import org.apache.spark.sql.catalyst.InternalRow;
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import org.junit.jupiter.api.Assertions;
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import org.junit.jupiter.api.Test;
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import static junit.framework.TestCase.assertEquals;
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public class TestComplexKeyGenerator extends KeyGeneratorTestUtilities {
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private TypedProperties getCommonProps(boolean getComplexRecordKey) {
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TypedProperties properties = new TypedProperties();
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if (getComplexRecordKey) {
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properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key, pii_col");
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} else {
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properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
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}
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properties.put(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "true");
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return properties;
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}
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private TypedProperties getPropertiesWithoutPartitionPathProp() {
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return getCommonProps(false);
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}
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private TypedProperties getPropertiesWithoutRecordKeyProp() {
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TypedProperties properties = new TypedProperties();
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
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return properties;
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}
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private TypedProperties getWrongRecordKeyFieldProps() {
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TypedProperties properties = new TypedProperties();
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
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properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_wrong_key");
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return properties;
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}
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private TypedProperties getProps() {
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TypedProperties properties = getCommonProps(true);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp,ts_ms");
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return properties;
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}
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@Test
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public void testNullPartitionPathFields() {
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Assertions.assertThrows(IllegalArgumentException.class, () -> new ComplexKeyGenerator(getPropertiesWithoutPartitionPathProp()));
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}
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@Test
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public void testNullRecordKeyFields() {
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Assertions.assertThrows(IllegalArgumentException.class, () -> new ComplexKeyGenerator(getPropertiesWithoutRecordKeyProp()));
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}
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@Test
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public void testWrongRecordKeyField() {
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ComplexKeyGenerator keyGenerator = new ComplexKeyGenerator(getWrongRecordKeyFieldProps());
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Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.getRecordKey(getRecord()));
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Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.buildFieldPositionMapIfNeeded(KeyGeneratorTestUtilities.structType));
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}
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@Test
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public void testHappyFlow() {
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ComplexKeyGenerator keyGenerator = new ComplexKeyGenerator(getProps());
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GenericRecord record = getRecord();
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HoodieKey key = keyGenerator.getKey(record);
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Assertions.assertEquals(key.getRecordKey(), "_row_key:key1,pii_col:pi");
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Assertions.assertEquals(key.getPartitionPath(), "timestamp=4357686/ts_ms=2020-03-21");
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Row row = KeyGeneratorTestUtilities.getRow(record);
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Assertions.assertEquals(keyGenerator.getRecordKey(row), "_row_key:key1,pii_col:pi");
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Assertions.assertEquals(keyGenerator.getPartitionPath(row), "timestamp=4357686/ts_ms=2020-03-21");
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InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
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Assertions.assertEquals(keyGenerator.getPartitionPath(internalRow, row.schema()), "timestamp=4357686/ts_ms=2020-03-21");
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}
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@Test
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public void testSingleValueKeyGenerator() {
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TypedProperties properties = new TypedProperties();
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properties.setProperty(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
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properties.setProperty(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
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ComplexKeyGenerator compositeKeyGenerator = new ComplexKeyGenerator(properties);
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assertEquals(compositeKeyGenerator.getRecordKeyFields().size(), 1);
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assertEquals(compositeKeyGenerator.getPartitionPathFields().size(), 1);
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HoodieTestDataGenerator dataGenerator = new HoodieTestDataGenerator();
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GenericRecord record = dataGenerator.generateGenericRecords(1).get(0);
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String rowKey = record.get("_row_key").toString();
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String partitionPath = record.get("timestamp").toString();
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HoodieKey hoodieKey = compositeKeyGenerator.getKey(record);
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assertEquals("_row_key:" + rowKey, hoodieKey.getRecordKey());
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assertEquals(partitionPath, hoodieKey.getPartitionPath());
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Row row = KeyGeneratorTestUtilities.getRow(record, HoodieTestDataGenerator.AVRO_SCHEMA,
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AvroConversionUtils.convertAvroSchemaToStructType(HoodieTestDataGenerator.AVRO_SCHEMA));
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Assertions.assertEquals(compositeKeyGenerator.getPartitionPath(row), partitionPath);
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InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
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Assertions.assertEquals(compositeKeyGenerator.getPartitionPath(internalRow, row.schema()), partitionPath);
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}
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@Test
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public void testMultipleValueKeyGenerator() {
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TypedProperties properties = new TypedProperties();
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properties.setProperty(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key,timestamp");
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properties.setProperty(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "rider,driver");
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ComplexKeyGenerator compositeKeyGenerator = new ComplexKeyGenerator(properties);
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assertEquals(compositeKeyGenerator.getRecordKeyFields().size(), 2);
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assertEquals(compositeKeyGenerator.getPartitionPathFields().size(), 2);
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HoodieTestDataGenerator dataGenerator = new HoodieTestDataGenerator();
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GenericRecord record = dataGenerator.generateGenericRecords(1).get(0);
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String rowKey =
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"_row_key" + ComplexAvroKeyGenerator.DEFAULT_RECORD_KEY_SEPARATOR + record.get("_row_key").toString() + ","
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+ "timestamp" + ComplexAvroKeyGenerator.DEFAULT_RECORD_KEY_SEPARATOR + record.get("timestamp").toString();
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String partitionPath = record.get("rider").toString() + "/" + record.get("driver").toString();
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HoodieKey hoodieKey = compositeKeyGenerator.getKey(record);
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assertEquals(rowKey, hoodieKey.getRecordKey());
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assertEquals(partitionPath, hoodieKey.getPartitionPath());
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Row row = KeyGeneratorTestUtilities.getRow(record, HoodieTestDataGenerator.AVRO_SCHEMA,
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AvroConversionUtils.convertAvroSchemaToStructType(HoodieTestDataGenerator.AVRO_SCHEMA));
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Assertions.assertEquals(compositeKeyGenerator.getPartitionPath(row), partitionPath);
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InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
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Assertions.assertEquals(compositeKeyGenerator.getPartitionPath(internalRow, row.schema()), partitionPath);
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}
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@Test
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public void testMultipleValueKeyGeneratorNonPartitioned() {
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TypedProperties properties = new TypedProperties();
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properties.setProperty(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key,timestamp");
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properties.setProperty(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "");
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ComplexKeyGenerator compositeKeyGenerator = new ComplexKeyGenerator(properties);
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assertEquals(compositeKeyGenerator.getRecordKeyFields().size(), 2);
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assertEquals(compositeKeyGenerator.getPartitionPathFields().size(), 0);
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HoodieTestDataGenerator dataGenerator = new HoodieTestDataGenerator();
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GenericRecord record = dataGenerator.generateGenericRecords(1).get(0);
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String rowKey =
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"_row_key" + ComplexAvroKeyGenerator.DEFAULT_RECORD_KEY_SEPARATOR + record.get("_row_key").toString() + ","
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+ "timestamp" + ComplexAvroKeyGenerator.DEFAULT_RECORD_KEY_SEPARATOR + record.get("timestamp").toString();
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String partitionPath = "";
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HoodieKey hoodieKey = compositeKeyGenerator.getKey(record);
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assertEquals(rowKey, hoodieKey.getRecordKey());
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assertEquals(partitionPath, hoodieKey.getPartitionPath());
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Row row = KeyGeneratorTestUtilities.getRow(record, HoodieTestDataGenerator.AVRO_SCHEMA,
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AvroConversionUtils.convertAvroSchemaToStructType(HoodieTestDataGenerator.AVRO_SCHEMA));
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Assertions.assertEquals(compositeKeyGenerator.getPartitionPath(row), partitionPath);
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InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
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Assertions.assertEquals(compositeKeyGenerator.getPartitionPath(internalRow, row.schema()), partitionPath);
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}
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}
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@@ -1,386 +0,0 @@
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
|
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* regarding copyright ownership. The ASF licenses this file
|
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* to you under the Apache License, Version 2.0 (the
|
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
|
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hudi.keygen;
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import org.apache.hudi.common.model.HoodieKey;
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import org.apache.hudi.common.config.TypedProperties;
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import org.apache.avro.generic.GenericRecord;
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import org.apache.hudi.config.HoodieWriteConfig;
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import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
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import org.apache.hudi.keygen.constant.KeyGeneratorType;
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import org.apache.hudi.keygen.factory.HoodieSparkKeyGeneratorFactory;
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import org.apache.hudi.testutils.KeyGeneratorTestUtilities;
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import org.apache.spark.sql.Row;
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import org.apache.spark.sql.catalyst.InternalRow;
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import org.junit.jupiter.api.Assertions;
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import org.junit.jupiter.api.Test;
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import java.io.IOException;
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import java.io.PrintWriter;
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import java.io.StringWriter;
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public class TestCustomKeyGenerator extends KeyGeneratorTestUtilities {
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/**
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* Method to create props used for common cases.
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*
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* @param getComplexRecordKey Use complex record key or not
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* @param useKeyGeneratorClassName Use KeyGenerator class name initialize KeyGenerator or not.
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* true use {@code HoodieWriteConfig.KEYGENERATOR_CLASS_PROP},
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* false use {@code HoodieWriteConfig.KEYGENERATOR_TYPE_PROP}
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* @return TypedProperties used to initialize KeyGenerator.
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*/
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private TypedProperties getCommonProps(boolean getComplexRecordKey, boolean useKeyGeneratorClassName) {
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TypedProperties properties = new TypedProperties();
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if (getComplexRecordKey) {
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properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key, pii_col");
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} else {
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properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
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}
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if (useKeyGeneratorClassName) {
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properties.put(HoodieWriteConfig.KEYGENERATOR_CLASS_NAME.key(), CustomKeyGenerator.class.getName());
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} else {
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properties.put(HoodieWriteConfig.KEYGENERATOR_TYPE.key(), KeyGeneratorType.CUSTOM.name());
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}
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properties.put(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "true");
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return properties;
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}
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private TypedProperties getPropertiesForSimpleKeyGen(boolean useKeyGeneratorClassName) {
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TypedProperties properties = getCommonProps(false, useKeyGeneratorClassName);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp:simple");
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return properties;
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}
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private TypedProperties getImproperPartitionFieldFormatProp(boolean useKeyGeneratorClassName) {
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TypedProperties properties = getCommonProps(false, useKeyGeneratorClassName);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
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return properties;
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}
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private TypedProperties getInvalidPartitionKeyTypeProps(boolean useKeyGeneratorClassName) {
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TypedProperties properties = getCommonProps(false, useKeyGeneratorClassName);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp:dummy");
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return properties;
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}
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private TypedProperties getComplexRecordKeyWithSimplePartitionProps(boolean useKeyGeneratorClassName) {
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TypedProperties properties = getCommonProps(true, useKeyGeneratorClassName);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp:simple");
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return properties;
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}
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private TypedProperties getComplexRecordKeyAndPartitionPathProps(boolean useKeyGeneratorClassName) {
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TypedProperties properties = getCommonProps(true, useKeyGeneratorClassName);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp:simple,ts_ms:timestamp");
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populateNecessaryPropsForTimestampBasedKeyGen(properties);
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return properties;
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}
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private TypedProperties getPropsWithoutRecordKeyFieldProps(boolean useKeyGeneratorClassName) {
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TypedProperties properties = new TypedProperties();
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp:simple");
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if (useKeyGeneratorClassName) {
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properties.put(HoodieWriteConfig.KEYGENERATOR_CLASS_NAME.key(), CustomKeyGenerator.class.getName());
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} else {
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properties.put(HoodieWriteConfig.KEYGENERATOR_TYPE.key(), KeyGeneratorType.CUSTOM.name());
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}
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return properties;
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}
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private void populateNecessaryPropsForTimestampBasedKeyGen(TypedProperties properties) {
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properties.put("hoodie.deltastreamer.keygen.timebased.timestamp.type", "DATE_STRING");
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properties.put("hoodie.deltastreamer.keygen.timebased.input.dateformat", "yyyy-MM-dd");
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properties.put("hoodie.deltastreamer.keygen.timebased.output.dateformat", "yyyyMMdd");
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}
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private TypedProperties getPropertiesForTimestampBasedKeyGen(boolean useKeyGeneratorClassName) {
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TypedProperties properties = getCommonProps(false, useKeyGeneratorClassName);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "ts_ms:timestamp");
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populateNecessaryPropsForTimestampBasedKeyGen(properties);
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return properties;
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}
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private TypedProperties getPropertiesForNonPartitionedKeyGen(boolean useKeyGeneratorClassName) {
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TypedProperties properties = getCommonProps(false, useKeyGeneratorClassName);
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properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "");
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return properties;
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}
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private String stackTraceToString(Throwable e) {
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StringWriter sw = new StringWriter();
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PrintWriter pw = new PrintWriter(sw);
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e.printStackTrace(pw);
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return sw.toString();
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}
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@Test
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public void testSimpleKeyGeneratorWithKeyGeneratorClass() throws IOException {
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testSimpleKeyGenerator(getPropertiesForSimpleKeyGen(true));
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}
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@Test
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public void testSimpleKeyGeneratorWithKeyGeneratorType() throws IOException {
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testSimpleKeyGenerator(getPropertiesForSimpleKeyGen(false));
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}
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public void testSimpleKeyGenerator(TypedProperties props) throws IOException {
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BuiltinKeyGenerator keyGenerator =
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(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
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GenericRecord record = getRecord();
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HoodieKey key = keyGenerator.getKey(record);
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Assertions.assertEquals(key.getRecordKey(), "key1");
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Assertions.assertEquals(key.getPartitionPath(), "timestamp=4357686");
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Row row = KeyGeneratorTestUtilities.getRow(record);
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Assertions.assertEquals(keyGenerator.getRecordKey(row), "key1");
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Assertions.assertEquals(keyGenerator.getPartitionPath(row), "timestamp=4357686");
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InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
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Assertions.assertEquals(keyGenerator.getPartitionPath(internalRow, row.schema()), "timestamp=4357686");
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}
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@Test
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public void testTimestampBasedKeyGeneratorWithKeyGeneratorClass() throws IOException {
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testTimestampBasedKeyGenerator(getPropertiesForTimestampBasedKeyGen(true));
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||||
}
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||||
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||||
@Test
|
||||
public void testTimestampBasedKeyGeneratorWithKeyGeneratorType() throws IOException {
|
||||
testTimestampBasedKeyGenerator(getPropertiesForTimestampBasedKeyGen(false));
|
||||
}
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||||
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||||
public void testTimestampBasedKeyGenerator(TypedProperties props) throws IOException {
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BuiltinKeyGenerator keyGenerator =
|
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(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
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||||
|
||||
GenericRecord record = getRecord();
|
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HoodieKey key = keyGenerator.getKey(record);
|
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Assertions.assertEquals(key.getRecordKey(), "key1");
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Assertions.assertEquals(key.getPartitionPath(), "ts_ms=20200321");
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Row row = KeyGeneratorTestUtilities.getRow(record);
|
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Assertions.assertEquals(keyGenerator.getRecordKey(row), "key1");
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||||
Assertions.assertEquals(keyGenerator.getPartitionPath(row), "ts_ms=20200321");
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||||
InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
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||||
Assertions.assertEquals(keyGenerator.getPartitionPath(internalRow, row.schema()), "ts_ms=20200321");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNonPartitionedKeyGeneratorWithKeyGeneratorClass() throws IOException {
|
||||
testNonPartitionedKeyGenerator(getPropertiesForNonPartitionedKeyGen(true));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNonPartitionedKeyGeneratorWithKeyGeneratorType() throws IOException {
|
||||
testNonPartitionedKeyGenerator(getPropertiesForNonPartitionedKeyGen(false));
|
||||
}
|
||||
|
||||
public void testNonPartitionedKeyGenerator(TypedProperties props) throws IOException {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
|
||||
GenericRecord record = getRecord();
|
||||
HoodieKey key = keyGenerator.getKey(record);
|
||||
Assertions.assertEquals(key.getRecordKey(), "key1");
|
||||
Assertions.assertTrue(key.getPartitionPath().isEmpty());
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals(keyGenerator.getRecordKey(row), "key1");
|
||||
Assertions.assertTrue(keyGenerator.getPartitionPath(row).isEmpty());
|
||||
|
||||
InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
|
||||
Assertions.assertTrue(keyGenerator.getPartitionPath(internalRow, row.schema()).isEmpty());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testInvalidPartitionKeyTypeWithKeyGeneratorClass() {
|
||||
testInvalidPartitionKeyType(getInvalidPartitionKeyTypeProps(true));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testInvalidPartitionKeyTypeWithKeyGeneratorType() {
|
||||
testInvalidPartitionKeyType(getInvalidPartitionKeyTypeProps(false));
|
||||
}
|
||||
|
||||
public void testInvalidPartitionKeyType(TypedProperties props) {
|
||||
try {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
|
||||
keyGenerator.getKey(getRecord());
|
||||
Assertions.fail("should fail when invalid PartitionKeyType is provided!");
|
||||
} catch (Exception e) {
|
||||
Assertions.assertTrue(e.getMessage().contains("No enum constant org.apache.hudi.keygen.CustomAvroKeyGenerator.PartitionKeyType.DUMMY"));
|
||||
}
|
||||
|
||||
try {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
|
||||
GenericRecord record = getRecord();
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
keyGenerator.getPartitionPath(row);
|
||||
Assertions.fail("should fail when invalid PartitionKeyType is provided!");
|
||||
} catch (Exception e) {
|
||||
Assertions.assertTrue(e.getMessage().contains("No enum constant org.apache.hudi.keygen.CustomAvroKeyGenerator.PartitionKeyType.DUMMY"));
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNoRecordKeyFieldPropWithKeyGeneratorClass() {
|
||||
testNoRecordKeyFieldProp(true);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNoRecordKeyFieldPropWithKeyGeneratorType() {
|
||||
testNoRecordKeyFieldProp(false);
|
||||
}
|
||||
|
||||
public void testNoRecordKeyFieldProp(boolean useKeyGeneratorClassName) {
|
||||
TypedProperties propsWithoutRecordKeyFieldProps = getPropsWithoutRecordKeyFieldProps(useKeyGeneratorClassName);
|
||||
try {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(propsWithoutRecordKeyFieldProps);
|
||||
|
||||
keyGenerator.getKey(getRecord());
|
||||
Assertions.fail("should fail when record key field is not provided!");
|
||||
} catch (Exception e) {
|
||||
if (useKeyGeneratorClassName) {
|
||||
// "Property hoodie.datasource.write.recordkey.field not found" exception cause CustomKeyGenerator init fail
|
||||
Assertions.assertTrue(e
|
||||
.getCause()
|
||||
.getCause()
|
||||
.getCause()
|
||||
.getMessage()
|
||||
.contains("Property hoodie.datasource.write.recordkey.field not found"));
|
||||
} else {
|
||||
Assertions.assertTrue(stackTraceToString(e).contains("Property hoodie.datasource.write.recordkey.field not found"));
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
try {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(propsWithoutRecordKeyFieldProps);
|
||||
|
||||
GenericRecord record = getRecord();
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
keyGenerator.getRecordKey(row);
|
||||
Assertions.fail("should fail when record key field is not provided!");
|
||||
} catch (Exception e) {
|
||||
if (useKeyGeneratorClassName) {
|
||||
// "Property hoodie.datasource.write.recordkey.field not found" exception cause CustomKeyGenerator init fail
|
||||
Assertions.assertTrue(e
|
||||
.getCause()
|
||||
.getCause()
|
||||
.getCause()
|
||||
.getMessage()
|
||||
.contains("Property hoodie.datasource.write.recordkey.field not found"));
|
||||
} else {
|
||||
Assertions.assertTrue(stackTraceToString(e).contains("Property hoodie.datasource.write.recordkey.field not found"));
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testPartitionFieldsInImproperFormatWithKeyGeneratorClass() {
|
||||
testPartitionFieldsInImproperFormat(getImproperPartitionFieldFormatProp(true));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testPartitionFieldsInImproperFormatWithKeyGeneratorType() {
|
||||
testPartitionFieldsInImproperFormat(getImproperPartitionFieldFormatProp(false));
|
||||
}
|
||||
|
||||
public void testPartitionFieldsInImproperFormat(TypedProperties props) {
|
||||
try {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
|
||||
keyGenerator.getKey(getRecord());
|
||||
Assertions.fail("should fail when partition key field is provided in improper format!");
|
||||
} catch (Exception e) {
|
||||
Assertions.assertTrue(e.getMessage().contains("Unable to find field names for partition path in proper format"));
|
||||
}
|
||||
|
||||
try {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
|
||||
GenericRecord record = getRecord();
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
keyGenerator.getPartitionPath(row);
|
||||
Assertions.fail("should fail when partition key field is provided in improper format!");
|
||||
} catch (Exception e) {
|
||||
Assertions.assertTrue(e.getMessage().contains("Unable to find field names for partition path in proper format"));
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testComplexRecordKeyWithSimplePartitionPathWithKeyGeneratorClass() throws IOException {
|
||||
testComplexRecordKeyWithSimplePartitionPath(getComplexRecordKeyWithSimplePartitionProps(true));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testComplexRecordKeyWithSimplePartitionPathWithKeyGeneratorType() throws IOException {
|
||||
testComplexRecordKeyWithSimplePartitionPath(getComplexRecordKeyWithSimplePartitionProps(false));
|
||||
}
|
||||
|
||||
public void testComplexRecordKeyWithSimplePartitionPath(TypedProperties props) throws IOException {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
|
||||
GenericRecord record = getRecord();
|
||||
HoodieKey key = keyGenerator.getKey(record);
|
||||
Assertions.assertEquals(key.getRecordKey(), "_row_key:key1,pii_col:pi");
|
||||
Assertions.assertEquals(key.getPartitionPath(), "timestamp=4357686");
|
||||
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals(keyGenerator.getRecordKey(row), "_row_key:key1,pii_col:pi");
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(row), "timestamp=4357686");
|
||||
|
||||
InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(internalRow, row.schema()), "timestamp=4357686");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testComplexRecordKeysWithComplexPartitionPathWithKeyGeneratorClass() throws IOException {
|
||||
testComplexRecordKeysWithComplexPartitionPath(getComplexRecordKeyAndPartitionPathProps(true));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testComplexRecordKeysWithComplexPartitionPathWithKeyGeneratorType() throws IOException {
|
||||
testComplexRecordKeysWithComplexPartitionPath(getComplexRecordKeyAndPartitionPathProps(false));
|
||||
}
|
||||
|
||||
public void testComplexRecordKeysWithComplexPartitionPath(TypedProperties props) throws IOException {
|
||||
BuiltinKeyGenerator keyGenerator =
|
||||
(BuiltinKeyGenerator) HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
|
||||
GenericRecord record = getRecord();
|
||||
HoodieKey key = keyGenerator.getKey(record);
|
||||
Assertions.assertEquals(key.getRecordKey(), "_row_key:key1,pii_col:pi");
|
||||
Assertions.assertEquals(key.getPartitionPath(), "timestamp=4357686/ts_ms=20200321");
|
||||
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals(keyGenerator.getRecordKey(row), "_row_key:key1,pii_col:pi");
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(row), "timestamp=4357686/ts_ms=20200321");
|
||||
|
||||
InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(internalRow, row.schema()), "timestamp=4357686/ts_ms=20200321");
|
||||
}
|
||||
}
|
||||
@@ -1,87 +0,0 @@
|
||||
/*
|
||||
* Licensed to the Apache Software Foundation (ASF) under one
|
||||
* or more contributor license agreements. See the NOTICE file
|
||||
* distributed with this work for additional information
|
||||
* regarding copyright ownership. The ASF licenses this file
|
||||
* to you under the Apache License, Version 2.0 (the
|
||||
* "License"); you may not use this file except in compliance
|
||||
* with the License. You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package org.apache.hudi.keygen;
|
||||
|
||||
import org.apache.hudi.common.config.TypedProperties;
|
||||
import org.apache.hudi.common.model.HoodieKey;
|
||||
import org.apache.hudi.exception.HoodieKeyException;
|
||||
|
||||
import org.apache.avro.generic.GenericRecord;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
|
||||
import org.apache.hudi.testutils.KeyGeneratorTestUtilities;
|
||||
import org.apache.spark.sql.Row;
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
public class TestGlobalDeleteKeyGenerator extends KeyGeneratorTestUtilities {
|
||||
|
||||
private TypedProperties getCommonProps(boolean getComplexRecordKey) {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
if (getComplexRecordKey) {
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key,pii_col");
|
||||
} else {
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
|
||||
}
|
||||
properties.put(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "true");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getPropertiesWithoutRecordKeyProp() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getWrongRecordKeyFieldProps() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_wrong_key");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getProps() {
|
||||
TypedProperties properties = getCommonProps(true);
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp,ts_ms");
|
||||
return properties;
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNullRecordKeyFields() {
|
||||
Assertions.assertThrows(IllegalArgumentException.class, () -> new GlobalDeleteKeyGenerator(getPropertiesWithoutRecordKeyProp()));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testWrongRecordKeyField() {
|
||||
GlobalDeleteKeyGenerator keyGenerator = new GlobalDeleteKeyGenerator(getWrongRecordKeyFieldProps());
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.getRecordKey(getRecord()));
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.buildFieldPositionMapIfNeeded(KeyGeneratorTestUtilities.structType));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testHappyFlow() {
|
||||
GlobalDeleteKeyGenerator keyGenerator = new GlobalDeleteKeyGenerator(getProps());
|
||||
GenericRecord record = getRecord();
|
||||
HoodieKey key = keyGenerator.getKey(record);
|
||||
Assertions.assertEquals(key.getRecordKey(), "_row_key:key1,pii_col:pi");
|
||||
Assertions.assertEquals(key.getPartitionPath(), "");
|
||||
keyGenerator.buildFieldPositionMapIfNeeded(KeyGeneratorTestUtilities.structType);
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals(keyGenerator.getRecordKey(row), "_row_key:key1,pii_col:pi");
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(row), "");
|
||||
}
|
||||
}
|
||||
@@ -1,136 +0,0 @@
|
||||
/*
|
||||
* Licensed to the Apache Software Foundation (ASF) under one
|
||||
* or more contributor license agreements. See the NOTICE file
|
||||
* distributed with this work for additional information
|
||||
* regarding copyright ownership. The ASF licenses this file
|
||||
* to you under the Apache License, Version 2.0 (the
|
||||
* "License"); you may not use this file except in compliance
|
||||
* with the License. You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package org.apache.hudi.keygen;
|
||||
|
||||
import org.apache.hudi.common.config.TypedProperties;
|
||||
import org.apache.hudi.common.model.HoodieKey;
|
||||
import org.apache.hudi.common.testutils.HoodieTestDataGenerator;
|
||||
import org.apache.hudi.exception.HoodieKeyException;
|
||||
|
||||
import org.apache.avro.generic.GenericRecord;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
|
||||
import org.apache.hudi.testutils.KeyGeneratorTestUtilities;
|
||||
import org.apache.spark.sql.Row;
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import static junit.framework.TestCase.assertEquals;
|
||||
|
||||
public class TestNonpartitionedKeyGenerator extends KeyGeneratorTestUtilities {
|
||||
|
||||
private TypedProperties getCommonProps(boolean getComplexRecordKey) {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
if (getComplexRecordKey) {
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key, pii_col");
|
||||
} else {
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
|
||||
}
|
||||
properties.put(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "true");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getPropertiesWithoutPartitionPathProp() {
|
||||
return getCommonProps(false);
|
||||
}
|
||||
|
||||
private TypedProperties getPropertiesWithPartitionPathProp() {
|
||||
TypedProperties properties = getCommonProps(true);
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp,ts_ms");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getPropertiesWithoutRecordKeyProp() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getWrongRecordKeyFieldProps() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_wrong_key");
|
||||
return properties;
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNullRecordKeyFields() {
|
||||
Assertions.assertThrows(IllegalArgumentException.class, () -> new NonpartitionedKeyGenerator(getPropertiesWithoutRecordKeyProp()));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNonNullPartitionPathFields() {
|
||||
TypedProperties properties = getPropertiesWithPartitionPathProp();
|
||||
NonpartitionedKeyGenerator keyGenerator = new NonpartitionedKeyGenerator(properties);
|
||||
GenericRecord record = getRecord();
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals(properties.getString(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key()), "timestamp,ts_ms");
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(row), "");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNullPartitionPathFields() {
|
||||
TypedProperties properties = getPropertiesWithoutPartitionPathProp();
|
||||
NonpartitionedKeyGenerator keyGenerator = new NonpartitionedKeyGenerator(properties);
|
||||
GenericRecord record = getRecord();
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(row), "");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testWrongRecordKeyField() {
|
||||
NonpartitionedKeyGenerator keyGenerator = new NonpartitionedKeyGenerator(getWrongRecordKeyFieldProps());
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.getRecordKey(getRecord()));
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.buildFieldPositionMapIfNeeded(KeyGeneratorTestUtilities.structType));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testSingleValueKeyGeneratorNonPartitioned() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.setProperty(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "timestamp");
|
||||
properties.setProperty(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "");
|
||||
NonpartitionedKeyGenerator keyGenerator = new NonpartitionedKeyGenerator(properties);
|
||||
assertEquals(keyGenerator.getRecordKeyFields().size(), 1);
|
||||
assertEquals(keyGenerator.getPartitionPathFields().size(), 0);
|
||||
|
||||
HoodieTestDataGenerator dataGenerator = new HoodieTestDataGenerator();
|
||||
GenericRecord record = dataGenerator.generateGenericRecords(1).get(0);
|
||||
String rowKey = record.get("timestamp").toString();
|
||||
HoodieKey hoodieKey = keyGenerator.getKey(record);
|
||||
assertEquals(rowKey, hoodieKey.getRecordKey());
|
||||
assertEquals("", hoodieKey.getPartitionPath());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testMultipleValueKeyGeneratorNonPartitioned1() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.setProperty(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "timestamp,driver");
|
||||
properties.setProperty(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "");
|
||||
NonpartitionedKeyGenerator keyGenerator = new NonpartitionedKeyGenerator(properties);
|
||||
assertEquals(keyGenerator.getRecordKeyFields().size(), 2);
|
||||
assertEquals(keyGenerator.getPartitionPathFields().size(), 0);
|
||||
HoodieTestDataGenerator dataGenerator = new HoodieTestDataGenerator();
|
||||
GenericRecord record = dataGenerator.generateGenericRecords(1).get(0);
|
||||
String rowKey =
|
||||
"timestamp" + ComplexAvroKeyGenerator.DEFAULT_RECORD_KEY_SEPARATOR + record.get("timestamp").toString() + ","
|
||||
+ "driver" + ComplexAvroKeyGenerator.DEFAULT_RECORD_KEY_SEPARATOR + record.get("driver").toString();
|
||||
String partitionPath = "";
|
||||
HoodieKey hoodieKey = keyGenerator.getKey(record);
|
||||
assertEquals(rowKey, hoodieKey.getRecordKey());
|
||||
assertEquals(partitionPath, hoodieKey.getPartitionPath());
|
||||
}
|
||||
}
|
||||
@@ -1,163 +0,0 @@
|
||||
/*
|
||||
* Licensed to the Apache Software Foundation (ASF) under one
|
||||
* or more contributor license agreements. See the NOTICE file
|
||||
* distributed with this work for additional information
|
||||
* regarding copyright ownership. The ASF licenses this file
|
||||
* to you under the Apache License, Version 2.0 (the
|
||||
* "License"); you may not use this file except in compliance
|
||||
* with the License. You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package org.apache.hudi.keygen;
|
||||
|
||||
import org.apache.hudi.common.config.TypedProperties;
|
||||
import org.apache.hudi.common.model.HoodieKey;
|
||||
import org.apache.hudi.exception.HoodieKeyException;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
|
||||
import org.apache.hudi.testutils.KeyGeneratorTestUtilities;
|
||||
|
||||
import org.apache.avro.generic.GenericRecord;
|
||||
import org.apache.spark.sql.Row;
|
||||
import org.apache.spark.sql.catalyst.InternalRow;
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.jupiter.params.ParameterizedTest;
|
||||
import org.junit.jupiter.params.provider.MethodSource;
|
||||
|
||||
import java.util.stream.Stream;
|
||||
|
||||
import static org.apache.hudi.keygen.KeyGenUtils.HUDI_DEFAULT_PARTITION_PATH;
|
||||
|
||||
public class TestSimpleKeyGenerator extends KeyGeneratorTestUtilities {
|
||||
private TypedProperties getCommonProps() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
|
||||
properties.put(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "true");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getPropertiesWithoutPartitionPathProp() {
|
||||
return getCommonProps();
|
||||
}
|
||||
|
||||
private TypedProperties getPropertiesWithoutRecordKeyProp() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getWrongRecordKeyFieldProps() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_wrong_key");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getWrongPartitionPathFieldProps() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "_wrong_partition_path");
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getComplexRecordKeyProp() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key,pii_col");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getProps() {
|
||||
TypedProperties properties = getCommonProps();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
return properties;
|
||||
}
|
||||
|
||||
private TypedProperties getPropsWithNestedPartitionPathField() {
|
||||
TypedProperties properties = getCommonProps();
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "nested_col.prop1");
|
||||
return properties;
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNullPartitionPathFields() {
|
||||
Assertions.assertThrows(IllegalArgumentException.class, () -> new SimpleKeyGenerator(getPropertiesWithoutPartitionPathProp()));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testNullRecordKeyFields() {
|
||||
Assertions.assertThrows(IllegalArgumentException.class, () -> new SimpleKeyGenerator(getPropertiesWithoutRecordKeyProp()));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testWrongRecordKeyField() {
|
||||
SimpleKeyGenerator keyGenerator = new SimpleKeyGenerator(getWrongRecordKeyFieldProps());
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.getRecordKey(getRecord()));
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.buildFieldPositionMapIfNeeded(KeyGeneratorTestUtilities.structType));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testWrongPartitionPathField() {
|
||||
SimpleKeyGenerator keyGenerator = new SimpleKeyGenerator(getWrongPartitionPathFieldProps());
|
||||
GenericRecord record = getRecord();
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(record), KeyGenUtils.HUDI_DEFAULT_PARTITION_PATH);
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(KeyGeneratorTestUtilities.getRow(record)),
|
||||
KeyGenUtils.HUDI_DEFAULT_PARTITION_PATH);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testComplexRecordKeyField() {
|
||||
SimpleKeyGenerator keyGenerator = new SimpleKeyGenerator(getComplexRecordKeyProp());
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.getRecordKey(getRecord()));
|
||||
Assertions.assertThrows(HoodieKeyException.class, () -> keyGenerator.buildFieldPositionMapIfNeeded(KeyGeneratorTestUtilities.structType));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testHappyFlow() {
|
||||
SimpleKeyGenerator keyGenerator = new SimpleKeyGenerator(getProps());
|
||||
GenericRecord record = getRecord();
|
||||
HoodieKey key = keyGenerator.getKey(getRecord());
|
||||
Assertions.assertEquals(key.getRecordKey(), "key1");
|
||||
Assertions.assertEquals(key.getPartitionPath(), "timestamp=4357686");
|
||||
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals(keyGenerator.getRecordKey(row), "key1");
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(row), "timestamp=4357686");
|
||||
|
||||
InternalRow internalRow = KeyGeneratorTestUtilities.getInternalRow(row);
|
||||
Assertions.assertEquals(keyGenerator.getPartitionPath(internalRow, row.schema()), "timestamp=4357686");
|
||||
}
|
||||
|
||||
private static Stream<GenericRecord> nestedColTestRecords() {
|
||||
return Stream.of(null, getNestedColRecord(null, 10L),
|
||||
getNestedColRecord("", 10L), getNestedColRecord("val1", 10L));
|
||||
}
|
||||
|
||||
@ParameterizedTest
|
||||
@MethodSource("nestedColTestRecords")
|
||||
public void testNestedPartitionPathField(GenericRecord nestedColRecord) {
|
||||
SimpleKeyGenerator keyGenerator = new SimpleKeyGenerator(getPropsWithNestedPartitionPathField());
|
||||
GenericRecord record = getRecord(nestedColRecord);
|
||||
String partitionPathFieldValue = null;
|
||||
if (nestedColRecord != null) {
|
||||
partitionPathFieldValue = (String) nestedColRecord.get("prop1");
|
||||
}
|
||||
String expectedPartitionPath = "nested_col.prop1="
|
||||
+ (partitionPathFieldValue != null && !partitionPathFieldValue.isEmpty() ? partitionPathFieldValue : HUDI_DEFAULT_PARTITION_PATH);
|
||||
HoodieKey key = keyGenerator.getKey(record);
|
||||
Assertions.assertEquals("key1", key.getRecordKey());
|
||||
Assertions.assertEquals(expectedPartitionPath, key.getPartitionPath());
|
||||
|
||||
Row row = KeyGeneratorTestUtilities.getRow(record);
|
||||
Assertions.assertEquals("key1", keyGenerator.getRecordKey(row));
|
||||
Assertions.assertEquals(expectedPartitionPath, keyGenerator.getPartitionPath(row));
|
||||
}
|
||||
}
|
||||
@@ -1,435 +0,0 @@
|
||||
/*
|
||||
* Licensed to the Apache Software Foundation (ASF) under one
|
||||
* or more contributor license agreements. See the NOTICE file
|
||||
* distributed with this work for additional information
|
||||
* regarding copyright ownership. The ASF licenses this file
|
||||
* to you under the Apache License, Version 2.0 (the
|
||||
* "License"); you may not use this file except in compliance
|
||||
* with the License. You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package org.apache.hudi.keygen;
|
||||
|
||||
import org.apache.hudi.AvroConversionHelper;
|
||||
import org.apache.hudi.AvroConversionUtils;
|
||||
import org.apache.hudi.common.config.TypedProperties;
|
||||
import org.apache.hudi.common.model.HoodieKey;
|
||||
import org.apache.hudi.common.testutils.SchemaTestUtil;
|
||||
|
||||
import org.apache.avro.Schema;
|
||||
import org.apache.avro.generic.GenericRecord;
|
||||
import org.apache.hudi.exception.HoodieKeyGeneratorException;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
|
||||
import org.apache.hudi.testutils.KeyGeneratorTestUtilities;
|
||||
|
||||
import org.apache.spark.sql.Row;
|
||||
import org.apache.spark.sql.catalyst.InternalRow;
|
||||
import org.apache.spark.sql.catalyst.expressions.GenericRowWithSchema;
|
||||
import org.apache.spark.sql.types.StructType;
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.BeforeEach;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.math.BigDecimal;
|
||||
|
||||
import scala.Function1;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertEquals;
|
||||
|
||||
public class TestTimestampBasedKeyGenerator {
|
||||
|
||||
private GenericRecord baseRecord;
|
||||
private TypedProperties properties = new TypedProperties();
|
||||
|
||||
private Schema schema;
|
||||
private StructType structType;
|
||||
private Row baseRow;
|
||||
private InternalRow internalRow;
|
||||
|
||||
@BeforeEach
|
||||
public void initialize() throws IOException {
|
||||
schema = SchemaTestUtil.getTimestampEvolvedSchema();
|
||||
structType = AvroConversionUtils.convertAvroSchemaToStructType(schema);
|
||||
baseRecord = SchemaTestUtil
|
||||
.generateAvroRecordFromJson(schema, 1, "001", "f1");
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
|
||||
properties.setProperty(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "field1");
|
||||
properties.setProperty(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "createTime");
|
||||
properties.setProperty(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "false");
|
||||
}
|
||||
|
||||
private TypedProperties getBaseKeyConfig(String timestampType, String dateFormat, String timezone, String scalarType) {
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_TYPE_FIELD_PROP, timestampType);
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_OUTPUT_DATE_FORMAT_PROP, dateFormat);
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_TIMEZONE_FORMAT_PROP, timezone);
|
||||
|
||||
if (scalarType != null) {
|
||||
properties.setProperty("hoodie.deltastreamer.keygen.timebased.timestamp.scalar.time.unit", scalarType);
|
||||
}
|
||||
|
||||
return properties;
|
||||
}
|
||||
|
||||
private Row genericRecordToRow(GenericRecord baseRecord) {
|
||||
Function1<Object, Object> convertor = AvroConversionHelper.createConverterToRow(baseRecord.getSchema(), structType);
|
||||
Row row = (Row) convertor.apply(baseRecord);
|
||||
int fieldCount = structType.fieldNames().length;
|
||||
Object[] values = new Object[fieldCount];
|
||||
for (int i = 0; i < fieldCount; i++) {
|
||||
values[i] = row.get(i);
|
||||
}
|
||||
return new GenericRowWithSchema(values, structType);
|
||||
}
|
||||
|
||||
private TypedProperties getBaseKeyConfig(String timestampType, String inputFormatList, String inputFormatDelimiterRegex, String inputTimezone, String outputFormat, String outputTimezone) {
|
||||
if (timestampType != null) {
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_TYPE_FIELD_PROP, timestampType);
|
||||
}
|
||||
if (inputFormatList != null) {
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_INPUT_DATE_FORMAT_PROP, inputFormatList);
|
||||
}
|
||||
if (inputFormatDelimiterRegex != null) {
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_INPUT_DATE_FORMAT_LIST_DELIMITER_REGEX_PROP, inputFormatDelimiterRegex);
|
||||
}
|
||||
if (inputTimezone != null) {
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_INPUT_TIMEZONE_FORMAT_PROP, inputTimezone);
|
||||
}
|
||||
if (outputFormat != null) {
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_OUTPUT_DATE_FORMAT_PROP, outputFormat);
|
||||
}
|
||||
if (outputTimezone != null) {
|
||||
properties.setProperty(KeyGeneratorOptions.Config.TIMESTAMP_OUTPUT_TIMEZONE_FORMAT_PROP, outputTimezone);
|
||||
}
|
||||
return properties;
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testTimestampBasedKeyGenerator() throws IOException {
|
||||
// timezone is GMT+8:00
|
||||
baseRecord.put("createTime", 1578283932000L);
|
||||
properties = getBaseKeyConfig("EPOCHMILLISECONDS", "yyyy-MM-dd hh", "GMT+8:00", null);
|
||||
TimestampBasedKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
assertEquals("2020-01-06 12", hk1.getPartitionPath());
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020-01-06 12", keyGen.getPartitionPath(baseRow));
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
assertEquals("2020-01-06 12", keyGen.getPartitionPath(internalRow, baseRow.schema()));
|
||||
|
||||
// timezone is GMT+8:00, createTime is BigDecimal
|
||||
baseRecord.put("createTime", new BigDecimal(1578283932000.00001));
|
||||
properties = getBaseKeyConfig("EPOCHMILLISECONDS", "yyyy-MM-dd hh", "GMT+8:00", null);
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey bigDecimalKey = keyGen.getKey(baseRecord);
|
||||
assertEquals("2020-01-06 12", bigDecimalKey.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020-01-06 12", keyGen.getPartitionPath(baseRow));
|
||||
|
||||
// timezone is GMT
|
||||
properties = getBaseKeyConfig("EPOCHMILLISECONDS", "yyyy-MM-dd hh", "GMT", null);
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk2 = keyGen.getKey(baseRecord);
|
||||
assertEquals("2020-01-06 04", hk2.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
assertEquals("2020-01-06 04", keyGen.getPartitionPath(baseRow));
|
||||
|
||||
// timestamp is DATE_STRING, timezone is GMT+8:00
|
||||
baseRecord.put("createTime", "2020-01-06 12:12:12");
|
||||
properties = getBaseKeyConfig("DATE_STRING", "yyyy-MM-dd hh", "GMT+8:00", null);
|
||||
properties.setProperty("hoodie.deltastreamer.keygen.timebased.input.dateformat", "yyyy-MM-dd hh:mm:ss");
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk3 = keyGen.getKey(baseRecord);
|
||||
assertEquals("2020-01-06 12", hk3.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020-01-06 12", keyGen.getPartitionPath(baseRow));
|
||||
|
||||
// timezone is GMT
|
||||
properties = getBaseKeyConfig("DATE_STRING", "yyyy-MM-dd hh", "GMT", null);
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk4 = keyGen.getKey(baseRecord);
|
||||
assertEquals("2020-01-06 12", hk4.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
assertEquals("2020-01-06 12", keyGen.getPartitionPath(baseRow));
|
||||
|
||||
// timezone is GMT+8:00, createTime is null
|
||||
baseRecord.put("createTime", null);
|
||||
properties = getBaseKeyConfig("EPOCHMILLISECONDS", "yyyy-MM-dd hh", "GMT+8:00", null);
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk5 = keyGen.getKey(baseRecord);
|
||||
assertEquals("1970-01-01 08", hk5.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("1970-01-01 08", keyGen.getPartitionPath(baseRow));
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
assertEquals("1970-01-01 08", keyGen.getPartitionPath(internalRow, baseRow.schema()));
|
||||
|
||||
// timestamp is DATE_STRING, timezone is GMT, createTime is null
|
||||
baseRecord.put("createTime", null);
|
||||
properties = getBaseKeyConfig("DATE_STRING", "yyyy-MM-dd hh:mm:ss", "GMT", null);
|
||||
properties.setProperty("hoodie.deltastreamer.keygen.timebased.input.dateformat", "yyyy-MM-dd hh:mm:ss");
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk6 = keyGen.getKey(baseRecord);
|
||||
assertEquals("1970-01-01 12:00:00", hk6.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("1970-01-01 12:00:00", keyGen.getPartitionPath(baseRow));
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
assertEquals("1970-01-01 12:00:00", keyGen.getPartitionPath(internalRow, baseRow.schema()));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testScalar() throws IOException {
|
||||
// timezone is GMT+8:00
|
||||
baseRecord.put("createTime", 20000L);
|
||||
|
||||
// timezone is GMT
|
||||
properties = getBaseKeyConfig("SCALAR", "yyyy-MM-dd hh", "GMT", "days");
|
||||
TimestampBasedKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
assertEquals(hk1.getPartitionPath(), "2024-10-04 12");
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2024-10-04 12", keyGen.getPartitionPath(baseRow));
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
assertEquals("2024-10-04 12", keyGen.getPartitionPath(internalRow, baseRow.schema()));
|
||||
|
||||
// timezone is GMT, createTime is null
|
||||
baseRecord.put("createTime", null);
|
||||
properties = getBaseKeyConfig("SCALAR", "yyyy-MM-dd hh", "GMT", "days");
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk2 = keyGen.getKey(baseRecord);
|
||||
assertEquals("1970-01-02 12", hk2.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("1970-01-02 12", keyGen.getPartitionPath(baseRow));
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
assertEquals("1970-01-02 12", keyGen.getPartitionPath(internalRow, baseRow.schema()));
|
||||
|
||||
// timezone is GMT. number of days store integer in mysql
|
||||
baseRecord.put("createTime", 18736);
|
||||
properties = getBaseKeyConfig("SCALAR", "yyyy-MM-dd", "GMT", "DAYS");
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey scalarSecondsKey = keyGen.getKey(baseRecord);
|
||||
assertEquals("2021-04-19", scalarSecondsKey.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2021-04-19", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testScalarWithLogicalType() throws IOException {
|
||||
schema = SchemaTestUtil.getTimestampWithLogicalTypeSchema();
|
||||
structType = AvroConversionUtils.convertAvroSchemaToStructType(schema);
|
||||
baseRecord = SchemaTestUtil.generateAvroRecordFromJson(schema, 1, "001", "f1");
|
||||
baseRecord.put("createTime", 1638513806000000L);
|
||||
|
||||
properties = getBaseKeyConfig("SCALAR", "yyyy/MM/dd", "GMT", "MICROSECONDS");
|
||||
properties.setProperty(KeyGeneratorOptions.KEYGENERATOR_CONSISTENT_LOGICAL_TIMESTAMP_ENABLED.key(), "true");
|
||||
TimestampBasedKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
assertEquals("2021/12/03", hk1.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2021/12/03", keyGen.getPartitionPath(baseRow));
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
assertEquals("2021/12/03", keyGen.getPartitionPath(internalRow, baseRow.schema()));
|
||||
|
||||
// timezone is GMT, createTime is null
|
||||
baseRecord.put("createTime", null);
|
||||
properties = getBaseKeyConfig("SCALAR", "yyyy/MM/dd", "GMT", "MICROSECONDS");
|
||||
properties.setProperty(KeyGeneratorOptions.KEYGENERATOR_CONSISTENT_LOGICAL_TIMESTAMP_ENABLED.key(), "true");
|
||||
keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk2 = keyGen.getKey(baseRecord);
|
||||
assertEquals("1970/01/01", hk2.getPartitionPath());
|
||||
|
||||
// test w/ Row
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("1970/01/01", keyGen.getPartitionPath(baseRow));
|
||||
internalRow = KeyGeneratorTestUtilities.getInternalRow(baseRow);
|
||||
assertEquals("1970/01/01", keyGen.getPartitionPath(internalRow, baseRow.schema()));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_SingleInputFormat_ISO8601WithMsZ_OutputTimezoneAsUTC() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01T13:01:33.428Z");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"GMT");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("2020040113", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020040113", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_SingleInputFormats_ISO8601WithMsZ_OutputTimezoneAsInputDateTimeZone() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01T13:01:33.428Z");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("2020040113", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020040113", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_MultipleInputFormats_ISO8601WithMsZ_OutputTimezoneAsUTC() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01T13:01:33.428Z");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ssZ,yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"UTC");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("2020040113", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020040113", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_MultipleInputFormats_ISO8601NoMsZ_OutputTimezoneAsUTC() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01T13:01:33Z");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ssZ,yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"UTC");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("2020040113", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020040113", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_MultipleInputFormats_ISO8601NoMsWithOffset_OutputTimezoneAsUTC() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01T13:01:33-05:00");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ssZ,yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"UTC");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("2020040118", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020040118", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_MultipleInputFormats_ISO8601WithMsWithOffset_OutputTimezoneAsUTC() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01T13:01:33.123-05:00");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ssZ,yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"UTC");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("2020040118", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020040118", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_MultipleInputFormats_ISO8601WithMsZ_OutputTimezoneAsEST() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01T13:01:33.123Z");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ssZ,yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"EST");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("2020040109", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("2020040109", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_Throws_MultipleInputFormats_InputDateNotMatchingFormats() throws IOException {
|
||||
baseRecord.put("createTime", "2020-04-01 13:01:33.123-05:00");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ssZ,yyyy-MM-dd'T'HH:mm:ss.SSSZ",
|
||||
"",
|
||||
"",
|
||||
"yyyyMMddHH",
|
||||
"UTC");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
Assertions.assertThrows(HoodieKeyGeneratorException.class, () -> keyGen.getKey(baseRecord));
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
Assertions.assertThrows(HoodieKeyGeneratorException.class, () -> keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void test_ExpectsMatch_MultipleInputFormats_ShortDate_OutputCustomDate() throws IOException {
|
||||
baseRecord.put("createTime", "20200401");
|
||||
properties = this.getBaseKeyConfig(
|
||||
"DATE_STRING",
|
||||
"yyyy-MM-dd'T'HH:mm:ssZ,yyyy-MM-dd'T'HH:mm:ss.SSSZ,yyyyMMdd",
|
||||
"",
|
||||
"UTC",
|
||||
"MM/dd/yyyy",
|
||||
"UTC");
|
||||
BuiltinKeyGenerator keyGen = new TimestampBasedKeyGenerator(properties);
|
||||
HoodieKey hk1 = keyGen.getKey(baseRecord);
|
||||
Assertions.assertEquals("04/01/2020", hk1.getPartitionPath());
|
||||
|
||||
baseRow = genericRecordToRow(baseRecord);
|
||||
assertEquals("04/01/2020", keyGen.getPartitionPath(baseRow));
|
||||
}
|
||||
}
|
||||
@@ -1,101 +0,0 @@
|
||||
/*
|
||||
* Licensed to the Apache Software Foundation (ASF) under one
|
||||
* or more contributor license agreements. See the NOTICE file
|
||||
* distributed with this work for additional information
|
||||
* regarding copyright ownership. The ASF licenses this file
|
||||
* to you under the Apache License, Version 2.0 (the
|
||||
* "License"); you may not use this file except in compliance
|
||||
* with the License. You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package org.apache.hudi.keygen.factory;
|
||||
|
||||
import org.apache.hudi.common.config.TypedProperties;
|
||||
import org.apache.hudi.config.HoodieWriteConfig;
|
||||
import org.apache.hudi.exception.HoodieKeyGeneratorException;
|
||||
import org.apache.hudi.keygen.ComplexKeyGenerator;
|
||||
import org.apache.hudi.keygen.CustomKeyGenerator;
|
||||
import org.apache.hudi.keygen.GlobalDeleteKeyGenerator;
|
||||
import org.apache.hudi.keygen.KeyGenerator;
|
||||
import org.apache.hudi.keygen.NonpartitionedKeyGenerator;
|
||||
import org.apache.hudi.keygen.SimpleKeyGenerator;
|
||||
import org.apache.hudi.keygen.TimestampBasedKeyGenerator;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorType;
|
||||
import org.junit.jupiter.api.AfterEach;
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.BeforeEach;
|
||||
import org.junit.jupiter.params.ParameterizedTest;
|
||||
import org.junit.jupiter.params.provider.Arguments;
|
||||
import org.junit.jupiter.params.provider.MethodSource;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.util.stream.Stream;
|
||||
|
||||
public class TestCreateKeyGeneratorByTypeWithFactory {
|
||||
|
||||
private TypedProperties props;
|
||||
|
||||
private static Stream<Arguments> configParams() {
|
||||
String[] types = {KeyGeneratorType.SIMPLE.name(), KeyGeneratorType.TIMESTAMP.name(), KeyGeneratorType.COMPLEX.name(),
|
||||
KeyGeneratorType.CUSTOM.name(), KeyGeneratorType.NON_PARTITION.name(), KeyGeneratorType.GLOBAL_DELETE.name()};
|
||||
return Stream.of(types).map(Arguments::of);
|
||||
}
|
||||
|
||||
@BeforeEach
|
||||
public void init() {
|
||||
props = new TypedProperties();
|
||||
props.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
|
||||
props.put(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "true");
|
||||
props.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
|
||||
// for timestamp based key generator
|
||||
props.put("hoodie.deltastreamer.keygen.timebased.timestamp.type", "DATE_STRING");
|
||||
props.put("hoodie.deltastreamer.keygen.timebased.input.dateformat", "yyyy-MM-dd");
|
||||
props.put("hoodie.deltastreamer.keygen.timebased.output.dateformat", "yyyyMMdd");
|
||||
}
|
||||
|
||||
@AfterEach
|
||||
public void teardown() {
|
||||
props = null;
|
||||
}
|
||||
|
||||
@ParameterizedTest
|
||||
@MethodSource("configParams")
|
||||
public void testKeyGeneratorTypes(String keyGenType) throws IOException {
|
||||
props.put(HoodieWriteConfig.KEYGENERATOR_TYPE.key(), keyGenType);
|
||||
KeyGeneratorType keyType = KeyGeneratorType.valueOf(keyGenType);
|
||||
|
||||
KeyGenerator keyGenerator = HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
switch (keyType) {
|
||||
case SIMPLE:
|
||||
Assertions.assertEquals(SimpleKeyGenerator.class.getName(), keyGenerator.getClass().getName());
|
||||
return;
|
||||
case COMPLEX:
|
||||
Assertions.assertEquals(ComplexKeyGenerator.class.getName(), keyGenerator.getClass().getName());
|
||||
return;
|
||||
case TIMESTAMP:
|
||||
Assertions.assertEquals(TimestampBasedKeyGenerator.class.getName(), keyGenerator.getClass().getName());
|
||||
return;
|
||||
case CUSTOM:
|
||||
Assertions.assertEquals(CustomKeyGenerator.class.getName(), keyGenerator.getClass().getName());
|
||||
return;
|
||||
case NON_PARTITION:
|
||||
Assertions.assertEquals(NonpartitionedKeyGenerator.class.getName(), keyGenerator.getClass().getName());
|
||||
return;
|
||||
case GLOBAL_DELETE:
|
||||
Assertions.assertEquals(GlobalDeleteKeyGenerator.class.getName(), keyGenerator.getClass().getName());
|
||||
return;
|
||||
default:
|
||||
throw new HoodieKeyGeneratorException("Unsupported keyGenerator Type " + keyGenType);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -1,82 +0,0 @@
|
||||
/*
|
||||
* Licensed to the Apache Software Foundation (ASF) under one
|
||||
* or more contributor license agreements. See the NOTICE file
|
||||
* distributed with this work for additional information
|
||||
* regarding copyright ownership. The ASF licenses this file
|
||||
* to you under the Apache License, Version 2.0 (the
|
||||
* "License"); you may not use this file except in compliance
|
||||
* with the License. You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package org.apache.hudi.keygen.factory;
|
||||
|
||||
import org.apache.hudi.common.config.TypedProperties;
|
||||
import org.apache.hudi.config.HoodieWriteConfig;
|
||||
import org.apache.hudi.exception.HoodieKeyGeneratorException;
|
||||
import org.apache.hudi.keygen.KeyGenerator;
|
||||
import org.apache.hudi.keygen.SimpleKeyGenerator;
|
||||
import org.apache.hudi.keygen.TestComplexKeyGenerator;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
|
||||
import org.apache.hudi.keygen.constant.KeyGeneratorType;
|
||||
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import java.io.IOException;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertThrows;
|
||||
|
||||
/**
|
||||
* This class assist test KeyGenerator configuration(class name and type) priority.
|
||||
* <p>
|
||||
* The functional test of KeyGenerator is left to other unit tests. {@link TestComplexKeyGenerator etc.}.
|
||||
*/
|
||||
public class TestHoodieSparkKeyGeneratorFactory {
|
||||
@Test
|
||||
public void testKeyGeneratorFactory() throws IOException {
|
||||
TypedProperties props = getCommonProps();
|
||||
|
||||
// set KeyGenerator type only
|
||||
props.put(HoodieWriteConfig.KEYGENERATOR_TYPE.key(), KeyGeneratorType.SIMPLE.name());
|
||||
KeyGenerator keyGenerator = HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
Assertions.assertEquals(SimpleKeyGenerator.class.getName(), keyGenerator.getClass().getName());
|
||||
|
||||
// set KeyGenerator class only
|
||||
props = getCommonProps();
|
||||
props.put(HoodieWriteConfig.KEYGENERATOR_CLASS_NAME.key(), SimpleKeyGenerator.class.getName());
|
||||
KeyGenerator keyGenerator2 = HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
Assertions.assertEquals(SimpleKeyGenerator.class.getName(), keyGenerator2.getClass().getName());
|
||||
|
||||
// set both class name and keyGenerator type
|
||||
props.put(HoodieWriteConfig.KEYGENERATOR_TYPE.key(), KeyGeneratorType.CUSTOM.name());
|
||||
KeyGenerator keyGenerator3 = HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
|
||||
// KEYGENERATOR_TYPE_PROP was overwritten by KEYGENERATOR_CLASS_PROP
|
||||
Assertions.assertEquals(SimpleKeyGenerator.class.getName(), keyGenerator3.getClass().getName());
|
||||
|
||||
// set wrong class name
|
||||
final TypedProperties props2 = getCommonProps();
|
||||
props2.put(HoodieWriteConfig.KEYGENERATOR_CLASS_NAME.key(), TestHoodieSparkKeyGeneratorFactory.class.getName());
|
||||
assertThrows(IOException.class, () -> HoodieSparkKeyGeneratorFactory.createKeyGenerator(props2));
|
||||
|
||||
// set wrong keyGenerator type
|
||||
final TypedProperties props3 = getCommonProps();
|
||||
props3.put(HoodieWriteConfig.KEYGENERATOR_TYPE.key(), "wrong_type");
|
||||
assertThrows(HoodieKeyGeneratorException.class, () -> HoodieSparkKeyGeneratorFactory.createKeyGenerator(props3));
|
||||
}
|
||||
|
||||
private TypedProperties getCommonProps() {
|
||||
TypedProperties properties = new TypedProperties();
|
||||
properties.put(KeyGeneratorOptions.RECORDKEY_FIELD_NAME.key(), "_row_key");
|
||||
properties.put(KeyGeneratorOptions.HIVE_STYLE_PARTITIONING_ENABLE.key(), "true");
|
||||
properties.put(KeyGeneratorOptions.PARTITIONPATH_FIELD_NAME.key(), "timestamp");
|
||||
return properties;
|
||||
}
|
||||
}
|
||||
@@ -18,12 +18,10 @@
|
||||
|
||||
package org.apache.hudi.testutils;
|
||||
|
||||
import org.apache.hudi.AvroConversionHelper;
|
||||
import org.apache.hudi.AvroConversionUtils;
|
||||
|
||||
import org.apache.avro.Schema;
|
||||
import org.apache.avro.generic.GenericData;
|
||||
import org.apache.avro.generic.GenericRecord;
|
||||
import org.apache.hudi.AvroConversionUtils;
|
||||
import org.apache.spark.package$;
|
||||
import org.apache.spark.sql.Row;
|
||||
import org.apache.spark.sql.catalyst.InternalRow;
|
||||
@@ -33,16 +31,15 @@ import org.apache.spark.sql.catalyst.encoders.RowEncoder;
|
||||
import org.apache.spark.sql.catalyst.expressions.Attribute;
|
||||
import org.apache.spark.sql.catalyst.expressions.GenericRowWithSchema;
|
||||
import org.apache.spark.sql.types.StructType;
|
||||
import scala.Function1;
|
||||
import scala.collection.JavaConversions;
|
||||
import scala.collection.JavaConverters;
|
||||
|
||||
import java.lang.reflect.InvocationTargetException;
|
||||
import java.lang.reflect.Method;
|
||||
import java.util.List;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
import scala.Function1;
|
||||
import scala.collection.JavaConversions;
|
||||
import scala.collection.JavaConverters;
|
||||
|
||||
public class KeyGeneratorTestUtilities {
|
||||
|
||||
public static final String NESTED_COL_SCHEMA = "{\"type\":\"record\", \"name\":\"nested_col\",\"fields\": ["
|
||||
@@ -51,8 +48,7 @@ public class KeyGeneratorTestUtilities {
|
||||
+ "{\"name\": \"timestamp\",\"type\": \"long\"},{\"name\": \"_row_key\", \"type\": \"string\"},"
|
||||
+ "{\"name\": \"ts_ms\", \"type\": \"string\"},"
|
||||
+ "{\"name\": \"pii_col\", \"type\": \"string\"},"
|
||||
+ "{\"name\": \"nested_col\",\"type\": "
|
||||
+ NESTED_COL_SCHEMA + "}"
|
||||
+ "{\"name\": \"nested_col\",\"type\": [\"null\", " + NESTED_COL_SCHEMA + "]}"
|
||||
+ "]}";
|
||||
|
||||
public static final String TEST_STRUCTNAME = "test_struct_name";
|
||||
@@ -86,8 +82,8 @@ public class KeyGeneratorTestUtilities {
|
||||
}
|
||||
|
||||
public static Row getRow(GenericRecord record, Schema schema, StructType structType) {
|
||||
Function1<Object, Object> converterFn = AvroConversionHelper.createConverterToRow(schema, structType);
|
||||
Row row = (Row) converterFn.apply(record);
|
||||
Function1<GenericRecord, Row> converterFn = AvroConversionUtils.createConverterToRow(schema, structType);
|
||||
Row row = converterFn.apply(record);
|
||||
int fieldCount = structType.fieldNames().length;
|
||||
Object[] values = new Object[fieldCount];
|
||||
for (int i = 0; i < fieldCount; i++) {
|
||||
|
||||
Reference in New Issue
Block a user