siddharthteotia commented on code in PR #9454:
URL: https://github.com/apache/pinot/pull/9454#discussion_r982004618


##########
pinot-segment-local/src/test/java/org/apache/pinot/segment/local/segment/index/loader/ForwardIndexHandlerTest.java:
##########
@@ -0,0 +1,432 @@
+/**
+ * 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.nio.charset.StandardCharsets;
+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.V1Constants;
+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";
+
+  // TODO:
+  // 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 final List<String> _noDictionaryColumns = new ArrayList<>();
+  TableConfig _tableConfig;
+  Schema _schema;
+  private SegmentMetadataImpl _existingSegmentMetadata;
+  private SegmentDirectory.Writer _writer;
+  private List<FieldConfig.CompressionCodec> _allCompressionTypes =
+      Arrays.asList(FieldConfig.CompressionCodec.values());
+
+  @BeforeClass
+  public void setUp()
+      throws Exception {
+    // Delete index directly if it already exists.
+    FileUtils.deleteQuietly(INDEX_DIR);
+
+    buildSegment();
+  }
+
+  private void buildSegment()
+      throws Exception {
+    List<GenericRow> 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();

Review Comment:
   Can we cover at least one `METRIC` ? 
   
   I know `noDictionary` metric columns by default are not compressed. But 
nothing inherent about them to prevent use of this feature imo ?



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