diff --git a/.travis.yml b/.travis.yml
index 2900b49f9bb5..af0192d0efff 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -313,6 +313,14 @@ jobs:
           docker exec -it druid-$v sh -c 'dmesg | tail -3' ;
           done
 
+    - &integration_input_format
+      name: "(Compile=openjdk8, Run=openjdk8) input format integration test"
+      jdk: openjdk8
+      services: *integration_test_services
+      env: TESTNG_GROUPS='-Dgroups=input-format' JVM_RUNTIME='-Djvm.runtime=8'
+      script: *run_integration_test
+      after_failure: *integration_test_diags
+
     - &integration_perfect_rollup_parallel_batch_index
       name: "(Compile=openjdk8, Run=openjdk8) perfect rollup parallel batch index integration test"
       jdk: openjdk8
@@ -389,7 +397,7 @@ jobs:
       name: "(Compile=openjdk8, Run=openjdk8) other integration test"
       jdk: openjdk8
       services: *integration_test_services
-      env: TESTNG_GROUPS='-DexcludedGroups=batch-index,perfect-rollup-parallel-batch-index,kafka-index,query,realtime-index,security,s3-deep-storage,gcs-deep-storage,azure-deep-storage,hdfs-deep-storage,s3-ingestion,kinesis-index,kinesis-data-format,kafka-transactional-index,kafka-index-slow,kafka-transactional-index-slow,kafka-data-format,hadoop-s3-to-s3-deep-storage,hadoop-s3-to-hdfs-deep-storage,hadoop-azure-to-azure-deep-storage,hadoop-azure-to-hdfs-deep-storage,hadoop-gcs-to-gcs-deep-storage,hadoop-gcs-to-hdfs-deep-storage,aliyun-oss-deep-storage' JVM_RUNTIME='-Djvm.runtime=8'
+      env: TESTNG_GROUPS='-DexcludedGroups=batch-index,input-format,perfect-rollup-parallel-batch-index,kafka-index,query,realtime-index,security,s3-deep-storage,gcs-deep-storage,azure-deep-storage,hdfs-deep-storage,s3-ingestion,kinesis-index,kinesis-data-format,kafka-transactional-index,kafka-index-slow,kafka-transactional-index-slow,kafka-data-format,hadoop-s3-to-s3-deep-storage,hadoop-s3-to-hdfs-deep-storage,hadoop-azure-to-azure-deep-storage,hadoop-azure-to-hdfs-deep-storage,hadoop-gcs-to-gcs-deep-storage,hadoop-gcs-to-hdfs-deep-storage,aliyun-oss-deep-storage' JVM_RUNTIME='-Djvm.runtime=11'
       script: *run_integration_test
       after_failure: *integration_test_diags
     # END - Integration tests for Compile with Java 8 and Run with Java 8
@@ -400,6 +408,11 @@ jobs:
       jdk: openjdk8
       env: TESTNG_GROUPS='-Dgroups=batch-index' JVM_RUNTIME='-Djvm.runtime=11'
 
+    - <<: *integration_input_format
+      name: "(Compile=openjdk8, Run=openjdk11) input format integration test"
+      jdk: openjdk8
+      env: TESTNG_GROUPS='-Dgroups=input-format' JVM_RUNTIME='-Djvm.runtime=11'
+
     - <<: *integration_perfect_rollup_parallel_batch_index
       name: "(Compile=openjdk8, Run=openjdk11) perfect rollup parallel batch index integration test"
       jdk: openjdk8
@@ -423,7 +436,7 @@ jobs:
     - <<: *integration_tests
       name: "(Compile=openjdk8, Run=openjdk11) other integration test"
       jdk: openjdk8
-      env: TESTNG_GROUPS='-DexcludedGroups=batch-index,perfect-rollup-parallel-batch-index,kafka-index,query,realtime-index,security,s3-deep-storage,gcs-deep-storage,azure-deep-storage,hdfs-deep-storage,s3-ingestion,kinesis-index,kinesis-data-format,kafka-transactional-index,kafka-index-slow,kafka-transactional-index-slow,kafka-data-format,hadoop-s3-to-s3-deep-storage,hadoop-s3-to-hdfs-deep-storage,hadoop-azure-to-azure-deep-storage,hadoop-azure-to-hdfs-deep-storage,hadoop-gcs-to-gcs-deep-storage,hadoop-gcs-to-hdfs-deep-storage,aliyun-oss-deep-storage' JVM_RUNTIME='-Djvm.runtime=11'
+      env: TESTNG_GROUPS='-DexcludedGroups=batch-index,input-format,perfect-rollup-parallel-batch-index,kafka-index,query,realtime-index,security,s3-deep-storage,gcs-deep-storage,azure-deep-storage,hdfs-deep-storage,s3-ingestion,kinesis-index,kinesis-data-format,kafka-transactional-index,kafka-index-slow,kafka-transactional-index-slow,kafka-data-format,hadoop-s3-to-s3-deep-storage,hadoop-s3-to-hdfs-deep-storage,hadoop-azure-to-azure-deep-storage,hadoop-azure-to-hdfs-deep-storage,hadoop-gcs-to-gcs-deep-storage,hadoop-gcs-to-hdfs-deep-storage,aliyun-oss-deep-storage' JVM_RUNTIME='-Djvm.runtime=11'
     # END - Integration tests for Compile with Java 8 and Run with Java 11
 
     - name: "security vulnerabilities"
diff --git a/extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerde.java b/extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerde.java
index e2c922e88b48..d97b5f8c6dd3 100644
--- a/extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerde.java
+++ b/extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerde.java
@@ -19,11 +19,11 @@
 
 package org.apache.druid.query.aggregation.datasketches.quantiles;
 
+import com.google.common.primitives.Doubles;
 import org.apache.datasketches.memory.Memory;
 import org.apache.datasketches.quantiles.DoublesSketch;
 import org.apache.datasketches.quantiles.UpdateDoublesSketch;
 import org.apache.druid.data.input.InputRow;
-import org.apache.druid.java.util.common.IAE;
 import org.apache.druid.segment.GenericColumnSerializer;
 import org.apache.druid.segment.column.ColumnBuilder;
 import org.apache.druid.segment.data.GenericIndexed;
@@ -75,18 +75,13 @@ public Object extractValue(final InputRow inputRow, final String metricName)
           // Autodetection of the input format: empty string, number, or base64 encoded sketch
           // A serialized DoublesSketch, as currently implemented, always has 0 in the first 6 bits.
           // This corresponds to "A" in base64, so it is not a digit
+          final Double doubleValue;
           if (objectString.isEmpty()) {
             return DoublesSketchOperations.EMPTY_SKETCH;
-          } else if (Character.isDigit(objectString.charAt(0))) {
-            try {
-              double doubleValue = Double.parseDouble(objectString);
-              UpdateDoublesSketch sketch = DoublesSketch.builder().setK(MIN_K).build();
-              sketch.update(doubleValue);
-              return sketch;
-            }
-            catch (NumberFormatException e) {
-              throw new IAE("Expected a string with a number, received value " + objectString);
-            }
+          } else if ((doubleValue = Doubles.tryParse(objectString)) != null) {
+            UpdateDoublesSketch sketch = DoublesSketch.builder().setK(MIN_K).build();
+            sketch.update(doubleValue);
+            return sketch;
           }
         } else if (object instanceof Number) { // this is for reindexing
           UpdateDoublesSketch sketch = DoublesSketch.builder().setK(MIN_K).build();
diff --git a/extensions-core/datasketches/src/test/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerdeTest.java b/extensions-core/datasketches/src/test/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerdeTest.java
index 5280fbd441f0..e198c7704257 100644
--- a/extensions-core/datasketches/src/test/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerdeTest.java
+++ b/extensions-core/datasketches/src/test/java/org/apache/druid/query/aggregation/datasketches/quantiles/DoublesSketchComplexMetricSerdeTest.java
@@ -42,7 +42,33 @@ public void testExtractorOnEmptyString()
   }
 
   @Test
-  public void testExtractorOnNumber()
+  public void testExtractorOnPositiveNumber()
+  {
+    final DoublesSketchComplexMetricSerde serde = new DoublesSketchComplexMetricSerde();
+    final ComplexMetricExtractor extractor = serde.getExtractor();
+    final DoublesSketch sketch = (DoublesSketch) extractor.extractValue(
+        new MapBasedInputRow(0L, ImmutableList.of(), ImmutableMap.of("foo", "777")),
+        "foo"
+    );
+    Assert.assertEquals(1, sketch.getRetainedItems());
+    Assert.assertEquals(777d, sketch.getMaxValue(), 0.01d);
+  }
+
+  @Test
+  public void testExtractorOnNegativeNumber()
+  {
+    final DoublesSketchComplexMetricSerde serde = new DoublesSketchComplexMetricSerde();
+    final ComplexMetricExtractor extractor = serde.getExtractor();
+    final DoublesSketch sketch = (DoublesSketch) extractor.extractValue(
+        new MapBasedInputRow(0L, ImmutableList.of(), ImmutableMap.of("foo", "-133")),
+        "foo"
+    );
+    Assert.assertEquals(1, sketch.getRetainedItems());
+    Assert.assertEquals(-133d, sketch.getMaxValue(), 0.01d);
+  }
+
+  @Test
+  public void testExtractorOnDecimalNumber()
   {
     final DoublesSketchComplexMetricSerde serde = new DoublesSketchComplexMetricSerde();
     final ComplexMetricExtractor extractor = serde.getExtractor();
@@ -53,4 +79,17 @@ public void testExtractorOnNumber()
     Assert.assertEquals(1, sketch.getRetainedItems());
     Assert.assertEquals(3.1d, sketch.getMaxValue(), 0.01d);
   }
+
+  @Test
+  public void testExtractorOnLeadingDecimalNumber()
+  {
+    final DoublesSketchComplexMetricSerde serde = new DoublesSketchComplexMetricSerde();
+    final ComplexMetricExtractor extractor = serde.getExtractor();
+    final DoublesSketch sketch = (DoublesSketch) extractor.extractValue(
+        new MapBasedInputRow(0L, ImmutableList.of(), ImmutableMap.of("foo", ".1")),
+        "foo"
+    );
+    Assert.assertEquals(1, sketch.getRetainedItems());
+    Assert.assertEquals(0.1d, sketch.getMaxValue(), 0.01d);
+  }
 }
diff --git a/integration-tests/README.md b/integration-tests/README.md
index d5476cda8a39..9893de95ad4b 100644
--- a/integration-tests/README.md
+++ b/integration-tests/README.md
@@ -270,8 +270,8 @@ credentials/configs may need to be set in the same file as your Druid's Hadoop c
 If you are running ITHadoopIndexTest with your own Druid + Hadoop cluster, please follow the below steps:
 - Copy wikipedia_index_data1.json, wikipedia_index_data2.json, and wikipedia_index_data3.json
   located in integration-tests/src/test/resources/data/batch_index/json to your HDFS at /batch_index/json/
-- Copy batch_hadoop.data located in integration-tests/src/test/resources/data/batch_index/tsv to your HDFS
-  at /batch_index/tsv/
+- Copy batch_hadoop.data located in integration-tests/src/test/resources/data/batch_index/hadoop_tsv to your HDFS
+  at /batch_index/hadoop_tsv/
 If using the Docker-based Hadoop container, the steps above are automatically done by the integration tests.
 
 When running the Hadoop tests, you must set `-Dextra.datasource.name.suffix=''`, due to https://github.com/apache/druid/issues/9788.
diff --git a/integration-tests/script/copy_resources.sh b/integration-tests/script/copy_resources.sh
index eb3a1b594d64..0324a69781da 100755
--- a/integration-tests/script/copy_resources.sh
+++ b/integration-tests/script/copy_resources.sh
@@ -49,11 +49,13 @@ mv $SHARED_DIR/docker/lib/druid-hdfs-storage-* $SHARED_DIR/docker/extensions/dru
 mkdir -p $SHARED_DIR/docker/extensions/druid-kinesis-indexing-service
 mv $SHARED_DIR/docker/lib/druid-kinesis-indexing-service-* $SHARED_DIR/docker/extensions/druid-kinesis-indexing-service
 # For druid-parquet-extensions
+# Using cp so that this extensions is included when running Druid without loadList and as a option for the loadList
 mkdir -p $SHARED_DIR/docker/extensions/druid-parquet-extensions
-mv $SHARED_DIR/docker/lib/druid-parquet-extensions-* $SHARED_DIR/docker/extensions/druid-parquet-extensions
+cp $SHARED_DIR/docker/lib/druid-parquet-extensions-* $SHARED_DIR/docker/extensions/druid-parquet-extensions
 # For druid-orc-extensions
+# Using cp so that this extensions is included when running Druid without loadList and as a option for the loadList
 mkdir -p $SHARED_DIR/docker/extensions/druid-orc-extensions
-mv $SHARED_DIR/docker/lib/druid-orc-extensions-* $SHARED_DIR/docker/extensions/druid-orc-extensions
+cp $SHARED_DIR/docker/lib/druid-orc-extensions-* $SHARED_DIR/docker/extensions/druid-orc-extensions
 
 # Pull Hadoop dependency if needed
 if [ -n "$DRUID_INTEGRATION_TEST_START_HADOOP_DOCKER" ] && [ "$DRUID_INTEGRATION_TEST_START_HADOOP_DOCKER" == true ]
diff --git a/integration-tests/src/test/java/org/apache/druid/tests/TestNGGroup.java b/integration-tests/src/test/java/org/apache/druid/tests/TestNGGroup.java
index bc8e613730e0..b76b035d01df 100644
--- a/integration-tests/src/test/java/org/apache/druid/tests/TestNGGroup.java
+++ b/integration-tests/src/test/java/org/apache/druid/tests/TestNGGroup.java
@@ -27,6 +27,8 @@ public class TestNGGroup
 {
   public static final String BATCH_INDEX = "batch-index";
 
+  public static final String INPUT_FORMAT = "input-format";
+
   public static final String KAFKA_INDEX = "kafka-index";
 
   public static final String KAFKA_INDEX_SLOW = "kafka-index-slow";
diff --git a/integration-tests/src/test/java/org/apache/druid/tests/hadoop/ITHadoopIndexTest.java b/integration-tests/src/test/java/org/apache/druid/tests/hadoop/ITHadoopIndexTest.java
index 1d37e1db553a..23b8ac04047e 100644
--- a/integration-tests/src/test/java/org/apache/druid/tests/hadoop/ITHadoopIndexTest.java
+++ b/integration-tests/src/test/java/org/apache/druid/tests/hadoop/ITHadoopIndexTest.java
@@ -42,8 +42,8 @@
  * 1) Copy wikipedia_index_data1.json, wikipedia_index_data2.json, and wikipedia_index_data3.json
  *    located in integration-tests/src/test/resources/data/batch_index/json to your HDFS at /batch_index/json/
  *    If using the Docker-based Hadoop container, this is automatically done by the integration tests.
- * 2) Copy batch_hadoop.data located in integration-tests/src/test/resources/data/batch_index/tsv to your HDFS
- *    at /batch_index/tsv/
+ * 2) Copy batch_hadoop.data located in integration-tests/src/test/resources/data/batch_index/hadoop_tsv to your HDFS
+ *    at /batch_index/hadoop_tsv/
  *    If using the Docker-based Hadoop container, this is automatically done by the integration tests.
  * 2) Provide -Doverride.config.path=<PATH_TO_FILE> with HDFS configs set. See
  *    integration-tests/docker/environment-configs/override-examples/hdfs for env vars to provide.
diff --git a/integration-tests/src/test/java/org/apache/druid/tests/indexer/AbstractITBatchIndexTest.java b/integration-tests/src/test/java/org/apache/druid/tests/indexer/AbstractITBatchIndexTest.java
index 5c64dcd626b0..993ee6bac341 100644
--- a/integration-tests/src/test/java/org/apache/druid/tests/indexer/AbstractITBatchIndexTest.java
+++ b/integration-tests/src/test/java/org/apache/druid/tests/indexer/AbstractITBatchIndexTest.java
@@ -50,6 +50,9 @@ public abstract class AbstractITBatchIndexTest extends AbstractIndexerTest
 {
   public enum InputFormatDetails
   {
+    AVRO("avro_ocf", ".avro", "/avro"),
+    CSV("csv", ".csv", "/csv"),
+    TSV("tsv", ".tsv", "/tsv"),
     ORC("orc", ".orc", "/orc"),
     JSON("json", ".json", "/json"),
     PARQUET("parquet", ".parquet", "/parquet");
diff --git a/integration-tests/src/test/java/org/apache/druid/tests/indexer/AbstractLocalInputSourceParallelIndexTest.java b/integration-tests/src/test/java/org/apache/druid/tests/indexer/AbstractLocalInputSourceParallelIndexTest.java
new file mode 100644
index 000000000000..a00bb3d83d47
--- /dev/null
+++ b/integration-tests/src/test/java/org/apache/druid/tests/indexer/AbstractLocalInputSourceParallelIndexTest.java
@@ -0,0 +1,91 @@
+/*
+ * 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.druid.tests.indexer;
+
+import com.google.common.collect.ImmutableMap;
+import org.apache.druid.indexer.partitions.DynamicPartitionsSpec;
+import org.apache.druid.java.util.common.StringUtils;
+
+import javax.annotation.Nonnull;
+import java.io.Closeable;
+import java.util.Map;
+import java.util.UUID;
+import java.util.function.Function;
+
+public abstract class AbstractLocalInputSourceParallelIndexTest extends AbstractITBatchIndexTest
+{
+  private static final String INDEX_TASK = "/indexer/wikipedia_local_input_source_index_task.json";
+  private static final String INDEX_QUERIES_RESOURCE = "/indexer/wikipedia_index_queries.json";
+
+  public void doIndexTest(InputFormatDetails inputFormatDetails) throws Exception
+  {
+    doIndexTest(inputFormatDetails, ImmutableMap.of());
+  }
+
+  public void doIndexTest(InputFormatDetails inputFormatDetails, @Nonnull Map<String, Object> extraInputFormatMap) throws Exception
+  {
+    final String indexDatasource = "wikipedia_index_test_" + UUID.randomUUID();
+    Map inputFormatMap = new ImmutableMap.Builder<String, Object>().putAll(extraInputFormatMap)
+                                                                 .put("type", inputFormatDetails.getInputFormatType())
+                                                                 .build();
+    try (
+        final Closeable ignored1 = unloader(indexDatasource + config.getExtraDatasourceNameSuffix());
+    ) {
+      final Function<String, String> sqlInputSourcePropsTransform = spec -> {
+        try {
+          spec = StringUtils.replace(
+              spec,
+              "%%PARTITIONS_SPEC%%",
+              jsonMapper.writeValueAsString(new DynamicPartitionsSpec(null, null))
+          );
+          spec = StringUtils.replace(
+              spec,
+              "%%INPUT_SOURCE_FILTER%%",
+              "*" + inputFormatDetails.getFileExtension()
+          );
+          spec = StringUtils.replace(
+              spec,
+              "%%INPUT_SOURCE_BASE_DIR%%",
+              "/resources/data/batch_index" + inputFormatDetails.getFolderSuffix()
+          );
+          spec = StringUtils.replace(
+              spec,
+              "%%INPUT_FORMAT%%",
+              jsonMapper.writeValueAsString(inputFormatMap)
+          );
+          return spec;
+        }
+        catch (Exception e) {
+          throw new RuntimeException(e);
+        }
+      };
+
+      doIndexTest(
+          indexDatasource,
+          INDEX_TASK,
+          sqlInputSourcePropsTransform,
+          INDEX_QUERIES_RESOURCE,
+          false,
+          true,
+          true
+      );
+    }
+  }
+}
diff --git a/integration-tests/src/test/java/org/apache/druid/tests/indexer/ITLocalInputSourceAllInputFormatTest.java b/integration-tests/src/test/java/org/apache/druid/tests/indexer/ITLocalInputSourceAllInputFormatTest.java
new file mode 100644
index 000000000000..a0c1014105a9
--- /dev/null
+++ b/integration-tests/src/test/java/org/apache/druid/tests/indexer/ITLocalInputSourceAllInputFormatTest.java
@@ -0,0 +1,99 @@
+/*
+ * 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.druid.tests.indexer;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
+import org.apache.druid.testing.guice.DruidTestModuleFactory;
+import org.apache.druid.tests.TestNGGroup;
+import org.testng.annotations.Guice;
+import org.testng.annotations.Test;
+
+import java.util.List;
+import java.util.Map;
+
+@Test(groups = TestNGGroup.INPUT_FORMAT)
+@Guice(moduleFactory = DruidTestModuleFactory.class)
+public class ITLocalInputSourceAllInputFormatTest extends AbstractLocalInputSourceParallelIndexTest
+{
+  @Test
+  public void testAvroInputFormatIndexDataIngestionSpecWithSchema() throws Exception
+  {
+    List fieldList = ImmutableList.of(
+        ImmutableMap.of("name", "timestamp", "type", "string"),
+        ImmutableMap.of("name", "page", "type", "string"),
+        ImmutableMap.of("name", "language", "type", "string"),
+        ImmutableMap.of("name", "user", "type", "string"),
+        ImmutableMap.of("name", "unpatrolled", "type", "string"),
+        ImmutableMap.of("name", "newPage", "type", "string"),
+        ImmutableMap.of("name", "robot", "type", "string"),
+        ImmutableMap.of("name", "anonymous", "type", "string"),
+        ImmutableMap.of("name", "namespace", "type", "string"),
+        ImmutableMap.of("name", "continent", "type", "string"),
+        ImmutableMap.of("name", "country", "type", "string"),
+        ImmutableMap.of("name", "region", "type", "string"),
+        ImmutableMap.of("name", "city", "type", "string"),
+        ImmutableMap.of("name", "added", "type", "int"),
+        ImmutableMap.of("name", "deleted", "type", "int"),
+        ImmutableMap.of("name", "delta", "type", "int")
+    );
+    Map schema = ImmutableMap.of("namespace", "org.apache.druid.data.input",
+                                 "type", "record",
+                                 "name", "wikipedia",
+                                 "fields", fieldList);
+    doIndexTest(InputFormatDetails.AVRO, ImmutableMap.of("schema", schema));
+  }
+
+  @Test
+  public void testAvroInputFormatIndexDataIngestionSpecWithoutSchema() throws Exception
+  {
+    doIndexTest(InputFormatDetails.AVRO);
+  }
+
+  @Test
+  public void testJsonInputFormatIndexDataIngestionSpecWithSchema() throws Exception
+  {
+    doIndexTest(InputFormatDetails.JSON);
+  }
+
+  @Test
+  public void testTsvInputFormatIndexDataIngestionSpecWithSchema() throws Exception
+  {
+    doIndexTest(InputFormatDetails.TSV, ImmutableMap.of("findColumnsFromHeader", true));
+  }
+
+  @Test
+  public void testParquetInputFormatIndexDataIngestionSpecWithSchema() throws Exception
+  {
+    doIndexTest(InputFormatDetails.PARQUET);
+  }
+
+  @Test
+  public void testOrcInputFormatIndexDataIngestionSpecWithSchema() throws Exception
+  {
+    doIndexTest(InputFormatDetails.ORC);
+  }
+
+  @Test
+  public void testCsvInputFormatIndexDataIngestionSpecWithSchema() throws Exception
+  {
+    doIndexTest(InputFormatDetails.CSV, ImmutableMap.of("findColumnsFromHeader", true));
+  }
+}
diff --git a/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data1.avro b/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data1.avro
new file mode 100644
index 000000000000..5ed0d6070356
Binary files /dev/null and b/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data1.avro differ
diff --git a/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data2.avro b/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data2.avro
new file mode 100644
index 000000000000..aa25803d5d22
Binary files /dev/null and b/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data2.avro differ
diff --git a/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data3.avro b/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data3.avro
new file mode 100644
index 000000000000..2e0f9f2e1d08
Binary files /dev/null and b/integration-tests/src/test/resources/data/batch_index/avro/wikipedia_index_data3.avro differ
diff --git a/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data1.csv b/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data1.csv
new file mode 100644
index 000000000000..c2e2b0714d8d
--- /dev/null
+++ b/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data1.csv
@@ -0,0 +1,4 @@
+timestamp,page,language,user,unpatrolled,newPage,robot,anonymous,namespace,continent,country,region,city,added,deleted,delta
+2013-08-31T01:02:33Z,Gypsy Danger,en,nuclear,TRUE,TRUE,FALSE,FALSE,article,North America,United States,Bay Area,San Francisco,57,200,-143
+2013-08-31T03:32:45Z,Striker Eureka,en,speed,FALSE,TRUE,TRUE,FALSE,wikipedia,Australia,Australia,Cantebury,Syndey,459,129,330
+2013-08-31T07:11:21Z,Cherno Alpha,ru,masterYi,FALSE,TRUE,TRUE,FALSE,article,Asia,Russia,Oblast,Moscow,123,12,111
diff --git a/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data2.csv b/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data2.csv
new file mode 100644
index 000000000000..cbed2815db9c
--- /dev/null
+++ b/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data2.csv
@@ -0,0 +1,4 @@
+timestamp,page,language,user,unpatrolled,newPage,robot,anonymous,namespace,continent,country,region,city,added,deleted,delta
+2013-08-31T11:58:39Z,Crimson Typhoon,zh,triplets,TRUE,FALSE,TRUE,FALSE,wikipedia,Asia,China,Shanxi,Taiyuan,905,5,900
+2013-08-31T12:41:27Z,Coyote Tango,ja,stringer,TRUE,FALSE,TRUE,FALSE,wikipedia,Asia,Japan,Kanto,Tokyo,1,10,-9
+2013-09-01T01:02:33Z,Gypsy Danger,en,nuclear,TRUE,TRUE,FALSE,FALSE,article,North America,United States,Bay Area,San Francisco,57,200,-143
diff --git a/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data3.csv b/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data3.csv
new file mode 100644
index 000000000000..51d6d21d0d20
--- /dev/null
+++ b/integration-tests/src/test/resources/data/batch_index/csv/wikipedia_index_data3.csv
@@ -0,0 +1,5 @@
+timestamp,page,language,user,unpatrolled,newPage,robot,anonymous,namespace,continent,country,region,city,added,deleted,delta
+2013-09-01T03:32:45Z,Striker Eureka,en,speed,FALSE,TRUE,TRUE,FALSE,wikipedia,Australia,Australia,Cantebury,Syndey,459,129,330
+2013-09-01T07:11:21Z,Cherno Alpha,ru,masterYi,FALSE,TRUE,TRUE,FALSE,article,Asia,Russia,Oblast,Moscow,123,12,111
+2013-09-01T11:58:39Z,Crimson Typhoon,zh,triplets,TRUE,FALSE,TRUE,FALSE,wikipedia,Asia,China,Shanxi,Taiyuan,905,5,900
+2013-09-01T12:41:27Z,Coyote Tango,ja,stringer,TRUE,FALSE,TRUE,FALSE,wikipedia,Asia,Japan,Kanto,Tokyo,1,10,-9
diff --git a/integration-tests/src/test/resources/data/batch_index/tsv/batch_hadoop.data b/integration-tests/src/test/resources/data/batch_index/hadoop_tsv/batch_hadoop.data
similarity index 100%
rename from integration-tests/src/test/resources/data/batch_index/tsv/batch_hadoop.data
rename to integration-tests/src/test/resources/data/batch_index/hadoop_tsv/batch_hadoop.data
diff --git a/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data1.tsv b/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data1.tsv
new file mode 100644
index 000000000000..b13d9adca1fc
--- /dev/null
+++ b/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data1.tsv
@@ -0,0 +1,4 @@
+timestamp	page	language	user	unpatrolled	newPage	robot	anonymous	namespace	continent	country	region	city	added	deleted	delta
+2013-08-31T01:02:33Z	Gypsy Danger	en	nuclear	true	true	false	false	article	North America	United States	Bay Area	San Francisco	57	200	-143
+2013-08-31T03:32:45Z	Striker Eureka	en	speed	false	true	true	false	wikipedia	Australia	Australia	Cantebury	Syndey	459	129	330
+2013-08-31T07:11:21Z	Cherno Alpha	ru	masterYi	false	true	true	false	article	Asia	Russia	Oblast	Moscow	123	12	111
diff --git a/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data2.tsv b/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data2.tsv
new file mode 100644
index 000000000000..e271291911c2
--- /dev/null
+++ b/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data2.tsv
@@ -0,0 +1,4 @@
+timestamp	page	language	user	unpatrolled	newPage	robot	anonymous	namespace	continent	country	region	city	added	deleted	delta
+2013-08-31T11:58:39Z	Crimson Typhoon	zh	triplets	true	false	true	false	wikipedia	Asia	China	Shanxi	Taiyuan	905	5	900
+2013-08-31T12:41:27Z	Coyote Tango	ja	stringer	true	false	true	false	wikipedia	Asia	Japan	Kanto	Tokyo	1	10	-9
+2013-09-01T01:02:33Z	Gypsy Danger	en	nuclear	true	true	false	false	article	North America	United States	Bay Area	San Francisco	57	200	-143
\ No newline at end of file
diff --git a/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data3.tsv b/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data3.tsv
new file mode 100644
index 000000000000..b91eae4fde86
--- /dev/null
+++ b/integration-tests/src/test/resources/data/batch_index/tsv/wikipedia_index_data3.tsv
@@ -0,0 +1,5 @@
+timestamp	page	language	user	unpatrolled	newPage	robot	anonymous	namespace	continent	country	region	city	added	deleted	delta
+2013-09-01T03:32:45Z	Striker Eureka	en	speed	false	true	true	false	wikipedia	Australia	Australia	Cantebury	Syndey	459	129	330
+2013-09-01T07:11:21Z	Cherno Alpha	ru	masterYi	false	true	true	false	article	Asia	Russia	Oblast	Moscow	123	12	111
+2013-09-01T11:58:39Z	Crimson Typhoon	zh	triplets	true	false	true	false	wikipedia	Asia	China	Shanxi	Taiyuan	905	5	900
+2013-09-01T12:41:27Z	Coyote Tango	ja	stringer	true	false	true	false	wikipedia	Asia	Japan	Kanto	Tokyo	1	10	-9
\ No newline at end of file
diff --git a/integration-tests/src/test/resources/hadoop/batch_hadoop_indexer.json b/integration-tests/src/test/resources/hadoop/batch_hadoop_indexer.json
index 465a22393793..a6710db6e27b 100644
--- a/integration-tests/src/test/resources/hadoop/batch_hadoop_indexer.json
+++ b/integration-tests/src/test/resources/hadoop/batch_hadoop_indexer.json
@@ -53,7 +53,7 @@
       "type": "hadoop",
       "inputSpec": {
         "type": "static",
-        "paths": "/batch_index/tsv/batch_hadoop.data"
+        "paths": "/batch_index/hadoop_tsv/batch_hadoop.data"
       }
     },
     "tuningConfig": {
diff --git a/integration-tests/src/test/resources/indexer/wikipedia_local_input_source_index_task.json b/integration-tests/src/test/resources/indexer/wikipedia_local_input_source_index_task.json
new file mode 100644
index 000000000000..67650f8e1be5
--- /dev/null
+++ b/integration-tests/src/test/resources/indexer/wikipedia_local_input_source_index_task.json
@@ -0,0 +1,86 @@
+{
+  "type": "index_parallel",
+  "spec": {
+    "dataSchema": {
+      "dataSource": "%%DATASOURCE%%",
+      "timestampSpec": {
+        "column": "timestamp"
+      },
+      "dimensionsSpec": {
+        "dimensions": [
+          "page",
+          {"type": "string", "name": "language", "createBitmapIndex": false},
+          "user",
+          "unpatrolled",
+          "newPage",
+          "robot",
+          "anonymous",
+          "namespace",
+          "continent",
+          "country",
+          "region",
+          "city"
+        ]
+      },
+      "metricsSpec": [
+        {
+          "type": "count",
+          "name": "count"
+        },
+        {
+          "type": "doubleSum",
+          "name": "added",
+          "fieldName": "added"
+        },
+        {
+          "type": "doubleSum",
+          "name": "deleted",
+          "fieldName": "deleted"
+        },
+        {
+          "type": "doubleSum",
+          "name": "delta",
+          "fieldName": "delta"
+        },
+        {
+          "name": "thetaSketch",
+          "type": "thetaSketch",
+          "fieldName": "user"
+        },
+        {
+          "name": "quantilesDoublesSketch",
+          "type": "quantilesDoublesSketch",
+          "fieldName": "delta"
+        },
+        {
+          "name": "HLLSketchBuild",
+          "type": "HLLSketchBuild",
+          "fieldName": "user"
+        }
+      ],
+      "granularitySpec": {
+        "segmentGranularity": "DAY",
+        "queryGranularity": "second",
+        "intervals" : [ "2013-08-31/2013-09-02" ]
+      }
+    },
+    "ioConfig": {
+      "type": "index_parallel",
+      "inputSource": {
+        "type": "local",
+        "filter" : "%%INPUT_SOURCE_FILTER%%",
+        "baseDir": "%%INPUT_SOURCE_BASE_DIR%%"
+      },
+      "inputFormat": %%INPUT_FORMAT%%
+    },
+    "tuningConfig": {
+      "type": "index_parallel",
+      "maxNumConcurrentSubTasks": 10,
+      "splitHintSpec": {
+        "type": "maxSize",
+        "maxSplitSize": 1
+      },
+      "partitionsSpec": %%PARTITIONS_SPEC%%
+    }
+  }
+}
\ No newline at end of file