You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@pinot.apache.org by GitBox <gi...@apache.org> on 2022/09/27 01:22:06 UTC
[GitHub] [pinot] vvivekiyer commented on a diff in pull request #9454: ForwardIndexHandler: Change compressionType during segmentReload
vvivekiyer commented on code in PR #9454:
URL: https://github.com/apache/pinot/pull/9454#discussion_r980641022
##########
pinot-segment-local/src/test/java/org/apache/pinot/segment/local/segment/index/loader/ForwardIndexHandlerTest.java:
##########
@@ -0,0 +1,374 @@
+/**
+ * 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.pinot.segment.local.segment.index.loader;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Random;
+import org.apache.commons.io.FileUtils;
+import org.apache.pinot.segment.local.segment.creator.impl.SegmentIndexCreationDriverImpl;
+import org.apache.pinot.segment.local.segment.readers.GenericRowRecordReader;
+import org.apache.pinot.segment.local.segment.readers.PinotSegmentColumnReader;
+import org.apache.pinot.segment.local.segment.store.SegmentLocalFSDirectory;
+import org.apache.pinot.segment.spi.ColumnMetadata;
+import org.apache.pinot.segment.spi.compression.ChunkCompressionType;
+import org.apache.pinot.segment.spi.creator.IndexCreatorProvider;
+import org.apache.pinot.segment.spi.creator.SegmentGeneratorConfig;
+import org.apache.pinot.segment.spi.index.IndexingOverrides;
+import org.apache.pinot.segment.spi.index.metadata.SegmentMetadataImpl;
+import org.apache.pinot.segment.spi.index.reader.ForwardIndexReader;
+import org.apache.pinot.segment.spi.store.SegmentDirectory;
+import org.apache.pinot.spi.config.table.FieldConfig;
+import org.apache.pinot.spi.config.table.TableConfig;
+import org.apache.pinot.spi.config.table.TableType;
+import org.apache.pinot.spi.data.FieldSpec;
+import org.apache.pinot.spi.data.Schema;
+import org.apache.pinot.spi.data.readers.GenericRow;
+import org.apache.pinot.spi.data.readers.RecordReader;
+import org.apache.pinot.spi.utils.ReadMode;
+import org.apache.pinot.spi.utils.builder.TableConfigBuilder;
+import org.testng.annotations.BeforeClass;
+import org.testng.annotations.Test;
+
+import static org.testng.Assert.assertEquals;
+
+
+public class ForwardIndexHandlerTest {
+ private static final File INDEX_DIR = new File(FileUtils.getTempDirectory(), "ForwardIndexHandlerTest");
+ private static final String TABLE_NAME = "myTable";
+ private static final String SEGMENT_NAME = "testSegment";
+
+ // TODOs:
+ // 1. Add other datatypes (double, float, bigdecimal, bytes). Also add MV columns.
+ // 2. Add text index and other index types for raw columns.
+ private static final String SNAPPY_STRING = "SNAPPY_STRING";
+ private static final String PASS_THROUGH_STRING = "PASS_THROUGH_STRING";
+ private static final String ZSTANDARD_STRING = "ZSTANDARD_STRING";
+ private static final String LZ4_STRING = "LZ4_STRING";
+
+ private static final String SNAPPY_LONG = "SNAPPY_LONG";
+ private static final String PASS_THROUGH_LONG = "PASS_THROUGH_LONG";
+ private static final String ZSTANDARD_LONG = "ZSTANDARD_LONG";
+ private static final String LZ4_LONG = "LZ4_LONG";
+
+ private static final String SNAPPY_INTEGER = "SNAPPY_INTEGER";
+ private static final String PASS_THROUGH_INTEGER = "PASS_THROUGH_INTEGER";
+ private static final String ZSTANDARD_INTEGER = "ZSTANDARD_INTEGER";
+ private static final String LZ4_INTEGER = "LZ4_INTEGER";
+
+ private static final String DICT_INTEGER = "DICT_INTEGER";
+ private static final String DICT_STRING = "DICT_STRING";
+ private static final String DICT_LONG = "DICT_LONG";
+
+ private static final List<String> RAW_SNAPPY_INDEX_COLUMNS =
+ Arrays.asList(SNAPPY_STRING, SNAPPY_LONG, SNAPPY_INTEGER);
+
+ private static final List<String> RAW_ZSTANDARD_INDEX_COLUMNS =
+ Arrays.asList(ZSTANDARD_STRING, ZSTANDARD_LONG, ZSTANDARD_INTEGER);
+
+ private static final List<String> RAW_PASS_THROUGH_INDEX_COLUMNS =
+ Arrays.asList(PASS_THROUGH_STRING, PASS_THROUGH_LONG, PASS_THROUGH_INTEGER);
+
+ private static final List<String> RAW_LZ4_INDEX_COLUMNS = Arrays.asList(LZ4_STRING, LZ4_LONG, LZ4_INTEGER);
+
+ private List<String> _noDictionaryColumns = new ArrayList<>();
+ TableConfig _tableConfig;
+ Schema _schema;
+ private SegmentMetadataImpl _existingSegmentMetadata;
+ private SegmentDirectory.Writer _writer;
+ private List<GenericRow> _rows;
+
+ @BeforeClass
+ public void setUp()
+ throws Exception {
+ // Delete index directly if it already exists.
+ FileUtils.deleteQuietly(INDEX_DIR);
+
+ buildSegment();
+ }
+
+ private void buildSegment()
+ throws Exception {
+ _rows = createTestData();
+
+ List<FieldConfig> fieldConfigs = new ArrayList<>(
+ RAW_SNAPPY_INDEX_COLUMNS.size() + RAW_ZSTANDARD_INDEX_COLUMNS.size() + RAW_PASS_THROUGH_INDEX_COLUMNS.size()
+ + RAW_LZ4_INDEX_COLUMNS.size());
+
+ for (String indexColumn : RAW_SNAPPY_INDEX_COLUMNS) {
+ fieldConfigs.add(new FieldConfig(indexColumn, FieldConfig.EncodingType.RAW, Collections.emptyList(),
+ FieldConfig.CompressionCodec.SNAPPY, null));
+ }
+
+ for (String indexColumn : RAW_ZSTANDARD_INDEX_COLUMNS) {
+ fieldConfigs.add(new FieldConfig(indexColumn, FieldConfig.EncodingType.RAW, Collections.emptyList(),
+ FieldConfig.CompressionCodec.ZSTANDARD, null));
+ }
+
+ for (String indexColumn : RAW_PASS_THROUGH_INDEX_COLUMNS) {
+ fieldConfigs.add(new FieldConfig(indexColumn, FieldConfig.EncodingType.RAW, Collections.emptyList(),
+ FieldConfig.CompressionCodec.PASS_THROUGH, null));
+ }
+
+ for (String indexColumn : RAW_LZ4_INDEX_COLUMNS) {
+ fieldConfigs.add(new FieldConfig(indexColumn, FieldConfig.EncodingType.RAW, Collections.emptyList(),
+ FieldConfig.CompressionCodec.LZ4, null));
+ }
+
+ _noDictionaryColumns.addAll(RAW_SNAPPY_INDEX_COLUMNS);
+ _noDictionaryColumns.addAll(RAW_ZSTANDARD_INDEX_COLUMNS);
+ _noDictionaryColumns.addAll(RAW_PASS_THROUGH_INDEX_COLUMNS);
+ _noDictionaryColumns.addAll(RAW_LZ4_INDEX_COLUMNS);
+
+ _tableConfig =
+ new TableConfigBuilder(TableType.OFFLINE).setTableName(TABLE_NAME).setNoDictionaryColumns(_noDictionaryColumns)
+ .setFieldConfigList(fieldConfigs).build();
+ _schema = new Schema.SchemaBuilder().setSchemaName(TABLE_NAME)
+ .addSingleValueDimension(SNAPPY_STRING, FieldSpec.DataType.STRING)
+ .addSingleValueDimension(PASS_THROUGH_STRING, FieldSpec.DataType.STRING)
+ .addSingleValueDimension(ZSTANDARD_STRING, FieldSpec.DataType.STRING)
+ .addSingleValueDimension(LZ4_STRING, FieldSpec.DataType.STRING)
+ .addSingleValueDimension(SNAPPY_INTEGER, FieldSpec.DataType.INT)
+ .addSingleValueDimension(ZSTANDARD_INTEGER, FieldSpec.DataType.INT)
+ .addSingleValueDimension(PASS_THROUGH_INTEGER, FieldSpec.DataType.INT)
+ .addSingleValueDimension(LZ4_INTEGER, FieldSpec.DataType.INT)
+ .addSingleValueDimension(SNAPPY_LONG, FieldSpec.DataType.LONG)
+ .addSingleValueDimension(ZSTANDARD_LONG, FieldSpec.DataType.LONG)
+ .addSingleValueDimension(PASS_THROUGH_LONG, FieldSpec.DataType.LONG)
+ .addSingleValueDimension(LZ4_LONG, FieldSpec.DataType.LONG)
+ .addSingleValueDimension(DICT_INTEGER, FieldSpec.DataType.INT)
+ .addSingleValueDimension(DICT_LONG, FieldSpec.DataType.LONG)
+ .addSingleValueDimension(DICT_STRING, FieldSpec.DataType.STRING).build();
+
+ SegmentGeneratorConfig config = new SegmentGeneratorConfig(_tableConfig, _schema);
+ config.setOutDir(INDEX_DIR.getPath());
+ config.setTableName(TABLE_NAME);
+ config.setSegmentName(SEGMENT_NAME);
+ SegmentIndexCreationDriverImpl driver = new SegmentIndexCreationDriverImpl();
+ try (RecordReader recordReader = new GenericRowRecordReader(_rows)) {
+ driver.init(config, recordReader);
+ driver.build();
+ }
+
+ File segmentDirectory = new File(INDEX_DIR, driver.getSegmentName());
+ _existingSegmentMetadata = new SegmentMetadataImpl(segmentDirectory);
+ _writer = new SegmentLocalFSDirectory(segmentDirectory, _existingSegmentMetadata, ReadMode.mmap).createWriter();
+ }
+
+ private List<GenericRow> createTestData() {
+ List<GenericRow> rows = new ArrayList<>();
+
+ //Generate random data
+ int rowLength = 1000;
+ Random random = new Random();
+ String[] tempStringRows = new String[rowLength];
+ Integer[] tempIntRows = new Integer[rowLength];
+ Long[] tempLongRows = new Long[rowLength];
+
+ for (int i = 0; i < rowLength; i++) {
+ //Adding a fixed value to check for filter queries
+ if (i % 10 == 0) {
+ tempStringRows[i] = "testRow";
+ tempIntRows[i] = 1001;
+ tempLongRows[i] = 1001L;
+ } else {
+ tempStringRows[i] = "n" + i;
+ tempIntRows[i] = i;
+ tempLongRows[i] = (long) i;
+ }
+ }
+
+ for (int i = 0; i < rowLength; i++) {
+ GenericRow row = new GenericRow();
+
+ // Raw String columns
+ row.putValue(SNAPPY_STRING, tempStringRows[i]);
+ row.putValue(ZSTANDARD_STRING, tempStringRows[i]);
+ row.putValue(PASS_THROUGH_STRING, tempStringRows[i]);
+ row.putValue(LZ4_STRING, tempStringRows[i]);
+
+ // Raw integer columns
+ row.putValue(SNAPPY_INTEGER, tempIntRows[i]);
+ row.putValue(ZSTANDARD_INTEGER, tempIntRows[i]);
+ row.putValue(PASS_THROUGH_INTEGER, tempIntRows[i]);
+ row.putValue(LZ4_INTEGER, tempIntRows[i]);
+
+ // Raw long columns
+ row.putValue(SNAPPY_LONG, tempLongRows[i]);
+ row.putValue(ZSTANDARD_LONG, tempLongRows[i]);
+ row.putValue(PASS_THROUGH_LONG, tempLongRows[i]);
+ row.putValue(LZ4_LONG, tempLongRows[i]);
+
+ // Dictionary columns
+ row.putValue(DICT_INTEGER, tempIntRows[i]);
+ row.putValue(DICT_LONG, tempLongRows[i]);
+ row.putValue(DICT_STRING, tempStringRows[i]);
+
+ rows.add(row);
+ }
+ return rows;
+ }
+
+ @Test
+ public void testComputeOperation() {
+ // TEST1 : Validate with zero changes.
+ IndexLoadingConfig indexLoadingConfig = new IndexLoadingConfig(null, _tableConfig);
+ ForwardIndexHandler fwdIndexHandler =
+ new ForwardIndexHandler(_existingSegmentMetadata, indexLoadingConfig);
+ Map<String, ForwardIndexHandler.Operation> operationMap = new HashMap<>();
+ operationMap = fwdIndexHandler.computeOperation(_writer);
+ assertEquals(operationMap, Collections.EMPTY_MAP);
+
+ // TEST2: Enable dictionary for a RAW_ZSTANDARD_INDEX_COLUMN
+ indexLoadingConfig = new IndexLoadingConfig(null, _tableConfig);
+ indexLoadingConfig.getNoDictionaryColumns().remove(ZSTANDARD_STRING);
+ fwdIndexHandler = new ForwardIndexHandler(_existingSegmentMetadata, indexLoadingConfig);
+ operationMap = fwdIndexHandler.computeOperation(_writer);
+ assertEquals(operationMap, Collections.EMPTY_MAP);
+
+ // TEST3: Disable dictionary
+ indexLoadingConfig = new IndexLoadingConfig(null, _tableConfig);
+ indexLoadingConfig.getNoDictionaryColumns().add(DICT_INTEGER);
+ fwdIndexHandler = new ForwardIndexHandler(_existingSegmentMetadata, indexLoadingConfig);
+ operationMap = fwdIndexHandler.computeOperation(_writer);
+ assertEquals(operationMap, Collections.EMPTY_MAP);
+
+ // TEST4: Add random index
+ indexLoadingConfig = new IndexLoadingConfig(null, _tableConfig);
+ indexLoadingConfig.getTextIndexColumns().add(DICT_INTEGER);
+ indexLoadingConfig.getTextIndexColumns().add(LZ4_INTEGER);
+ fwdIndexHandler = new ForwardIndexHandler(_existingSegmentMetadata, indexLoadingConfig);
+ operationMap = fwdIndexHandler.computeOperation(_writer);
+ assertEquals(operationMap, Collections.EMPTY_MAP);
+
+ // TEST5: Change compression
+
+ // Create new tableConfig with the modified fieldConfigs.
+ List<FieldConfig> fieldConfigs = new ArrayList<>(_tableConfig.getFieldConfigList());
+ FieldConfig config = fieldConfigs.remove(0);
+ FieldConfig newConfig = new FieldConfig(config.getName(), FieldConfig.EncodingType.RAW, Collections.emptyList(),
+ FieldConfig.CompressionCodec.ZSTANDARD, null);
+ fieldConfigs.add(newConfig);
+ TableConfig tableConfig =
+ new TableConfigBuilder(TableType.OFFLINE).setTableName(TABLE_NAME).setNoDictionaryColumns(_noDictionaryColumns)
+ .setFieldConfigList(fieldConfigs).build();
+ tableConfig.setFieldConfigList(fieldConfigs);
+
+ indexLoadingConfig = new IndexLoadingConfig(null, tableConfig);
+ fwdIndexHandler = new ForwardIndexHandler(_existingSegmentMetadata, indexLoadingConfig);
+ operationMap = fwdIndexHandler.computeOperation(_writer);
+ assertEquals(operationMap.size(), 1);
+ assertEquals(operationMap.get(config.getName()), ForwardIndexHandler.Operation.CHANGE_RAW_COMPRESSION_TYPE);
+
+ // TEST6: Change compression and add index
+ fieldConfigs = new ArrayList<>(_tableConfig.getFieldConfigList());
+ config = fieldConfigs.remove(0);
+ newConfig = new FieldConfig(config.getName(), FieldConfig.EncodingType.RAW, Collections.emptyList(),
+ FieldConfig.CompressionCodec.ZSTANDARD, null);
+ fieldConfigs.add(newConfig);
+ tableConfig =
+ new TableConfigBuilder(TableType.OFFLINE).setTableName(TABLE_NAME).setNoDictionaryColumns(_noDictionaryColumns)
+ .setFieldConfigList(fieldConfigs).build();
+ tableConfig.setFieldConfigList(fieldConfigs);
+
+ indexLoadingConfig = new IndexLoadingConfig(null, tableConfig);
+ indexLoadingConfig.getTextIndexColumns().add(config.getName());
+ indexLoadingConfig.getInvertedIndexColumns().add(config.getName());
+ fwdIndexHandler = new ForwardIndexHandler(_existingSegmentMetadata, indexLoadingConfig);
+ operationMap = fwdIndexHandler.computeOperation(_writer);
+ assertEquals(operationMap.size(), 1);
+ assertEquals(operationMap.get(config.getName()), ForwardIndexHandler.Operation.CHANGE_RAW_COMPRESSION_TYPE);
+ }
+
+ @Test
+ public void testRewriteRawForwardIndex()
+ throws Exception {
+ List<String> allCompressionTypes = Arrays.asList("PASS_THROUGH", "ZSTANDARD", "LZ4", "SNAPPY");
+
+ for (int i = 0; i < _noDictionaryColumns.size(); i++) {
Review Comment:
Done.
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@pinot.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: commits-unsubscribe@pinot.apache.org
For additional commands, e-mail: commits-help@pinot.apache.org