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Posted to issues@flink.apache.org by GitBox <gi...@apache.org> on 2020/01/22 07:08:46 UTC

[GitHub] [flink] JingsongLi opened a new pull request #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader

JingsongLi opened a new pull request #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922
 
 
   
   ## What is the purpose of the change
   
   ParquetColumnarRowSplitReader is introduced to read parquet data in batches.
   When returning each row of data, instead of actually retrieving each field, we use BaseRow's abstraction to return a Columnar Row-like view.
   This will greatly improve the downstream filtered scenarios, so that there is no need to access redundant fields on the filtered data.
   
   ## Brief change log
   
   - Introduce ColumnReaders
   - Introduce ParquetColumnarRowSplitReader
   
   ## Verifying this change
   
   `ParquetColumnarRowSplitReaderTest`
   
   ## Does this pull request potentially affect one of the following parts:
   
     - Dependencies (does it add or upgrade a dependency): no
     - The public API, i.e., is any changed class annotated with `@Public(Evolving)`: no
     - The serializers: no
     - The runtime per-record code paths (performance sensitive): no
     - Anything that affects deployment or recovery: JobManager (and its components), Checkpointing, Yarn/Mesos, ZooKeeper: no
     - The S3 file system connector: no
   
   ## Documentation
   
     - Does this pull request introduce a new feature? no

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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   ## CI report:
   
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[GitHub] [flink] lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#discussion_r388249255
 
 

 ##########
 File path: flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/ParquetSplitReaderUtil.java
 ##########
 @@ -0,0 +1,384 @@
+/*
+ * 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.flink.formats.parquet.vector;
+
+import org.apache.flink.core.fs.Path;
+import org.apache.flink.formats.parquet.vector.reader.BooleanColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.ByteColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.BytesColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.ColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.DoubleColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.FixedLenBytesColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.FloatColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.IntColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.LongColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.ShortColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.TimestampColumnReader;
+import org.apache.flink.table.dataformat.Decimal;
+import org.apache.flink.table.dataformat.SqlTimestamp;
+import org.apache.flink.table.dataformat.vector.ColumnVector;
+import org.apache.flink.table.dataformat.vector.VectorizedColumnBatch;
+import org.apache.flink.table.dataformat.vector.heap.HeapBooleanVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapByteVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapBytesVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapDoubleVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapFloatVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapIntVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapLongVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapShortVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapTimestampVector;
+import org.apache.flink.table.dataformat.vector.writable.WritableColumnVector;
+import org.apache.flink.table.types.DataType;
+import org.apache.flink.table.types.logical.BigIntType;
+import org.apache.flink.table.types.logical.DecimalType;
+import org.apache.flink.table.types.logical.IntType;
+import org.apache.flink.table.types.logical.LogicalType;
+import org.apache.flink.table.types.logical.VarBinaryType;
+import org.apache.flink.util.Preconditions;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.parquet.column.ColumnDescriptor;
+import org.apache.parquet.column.page.PageReader;
+import org.apache.parquet.schema.OriginalType;
+import org.apache.parquet.schema.PrimitiveType;
+
+import java.io.IOException;
+import java.math.BigDecimal;
+import java.nio.charset.StandardCharsets;
+import java.sql.Date;
+import java.time.LocalDate;
+import java.time.LocalDateTime;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+import static org.apache.flink.table.runtime.functions.SqlDateTimeUtils.dateToInternal;
+import static org.apache.parquet.Preconditions.checkArgument;
+
+/**
+ * Util for generating {@link ParquetColumnarRowSplitReader}.
+ */
+public class ParquetSplitReaderUtil {
+
+	/**
+	 * Util for generating partitioned {@link ParquetColumnarRowSplitReader}.
+	 */
+	public static ParquetColumnarRowSplitReader genPartColumnarRowReader(
+			boolean utcTimestamp,
+			Configuration conf,
+			String[] fullFieldNames,
+			DataType[] fullFieldTypes,
+			Map<String, Object> partitionSpec,
+			int[] selectedFields,
+			int batchSize,
+			Path path,
+			long splitStart,
+			long splitLength) throws IOException {
+		List<String> nonPartNames = Arrays.stream(fullFieldNames)
+				.filter(n -> !partitionSpec.containsKey(n))
+				.collect(Collectors.toList());
+
+		List<String> selNonPartNames = Arrays.stream(selectedFields)
+				.mapToObj(i -> fullFieldNames[i])
+				.filter(nonPartNames::contains).collect(Collectors.toList());
+
+		int[] selOrcFields = selNonPartNames.stream()
 
 Review comment:
   selParquetFields?

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#discussion_r385563581
 
 

 ##########
 File path: flink-table/flink-table-runtime-blink/src/main/java/org/apache/flink/table/dataformat/vector/heap/AbstractHeapVector.java
 ##########
 @@ -18,14 +18,25 @@
 
 package org.apache.flink.table.dataformat.vector.heap;
 
-import org.apache.flink.table.dataformat.vector.AbstractColumnVector;
+import org.apache.flink.core.memory.MemoryUtils;
+import org.apache.flink.table.dataformat.vector.writable.AbstractWritableVector;
 
+import java.nio.ByteOrder;
 import java.util.Arrays;
 
 /**
  * Heap vector that nullable shared structure.
  */
-public abstract class AbstractHeapVector extends AbstractColumnVector {
+public abstract class AbstractHeapVector extends AbstractWritableVector {
+
+	public static final boolean LITTLE_ENDIAN = ByteOrder.nativeOrder() == ByteOrder.LITTLE_ENDIAN;
+
+	public static final sun.misc.Unsafe UNSAFE = MemoryUtils.UNSAFE;
+	public static final int BYTE_ARRAY_OFFSET = UNSAFE.arrayBaseOffset(byte[].class);
 
 Review comment:
   Just use `Unsafe::ARRAY_BYTE_BASE_OFFSET`?

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[GitHub] [flink] lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#discussion_r385542407
 
 

 ##########
 File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/connectors/hive/read/HiveTableInputFormat.java
 ##########
 @@ -113,16 +114,74 @@ public void configure(org.apache.flink.configuration.Configuration parameters) {
 
 	@Override
 	public void open(HiveTableInputSplit split) throws IOException {
-		if (!useMapRedReader && useOrcVectorizedRead(split.getHiveTablePartition())) {
+		HiveTablePartition partition = split.getHiveTablePartition();
+		if (!useMapRedReader && useOrcVectorizedRead(partition)) {
 			this.reader = new HiveVectorizedOrcSplitReader(
 					hiveVersion, jobConf, fieldNames, fieldTypes, selectedFields, split);
+		} else if (!useMapRedReader && useParquetVectorizedRead(partition)) {
+			this.reader = new HiveVectorizedParquetSplitReader(
+					hiveVersion, jobConf, fieldNames, fieldTypes, selectedFields, split);
 		} else {
 			this.reader = new HiveMapredSplitReader(jobConf, partitionKeys, fieldTypes, selectedFields, split,
 					HiveShimLoader.loadHiveShim(hiveVersion));
 		}
 		currentReadCount = 0L;
 	}
 
+	private boolean isComplexType(LogicalType t) {
+		switch (t.getTypeRoot()) {
+			case CHAR:
+			case VARCHAR:
+			case BOOLEAN:
+			case BINARY:
+			case VARBINARY:
+			case DECIMAL:
+			case TINYINT:
+			case SMALLINT:
+			case INTEGER:
+			case BIGINT:
+			case FLOAT:
+			case DOUBLE:
+			case DATE:
+			case TIME_WITHOUT_TIME_ZONE:
+			case TIMESTAMP_WITHOUT_TIME_ZONE:
+			case TIMESTAMP_WITH_LOCAL_TIME_ZONE:
+				return false;
+			case TIMESTAMP_WITH_TIME_ZONE:
+			case INTERVAL_YEAR_MONTH:
+			case INTERVAL_DAY_TIME:
 
 Review comment:
   Why are these considered complex types?

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[GitHub] [flink] JingsongLi commented on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
JingsongLi commented on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-588774630
 
 
   I'll split this to three pull requests after reviewer taking a quick look on whole story.

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot commented on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot commented on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#discussion_r388246126
 
 

 ##########
 File path: flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/ParquetColumnarRowSplitReader.java
 ##########
 @@ -0,0 +1,308 @@
+/*
+ * 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.flink.formats.parquet.vector;
+
+import org.apache.flink.formats.parquet.vector.reader.AbstractColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.ColumnReader;
+import org.apache.flink.table.dataformat.ColumnarRow;
+import org.apache.flink.table.dataformat.vector.ColumnVector;
+import org.apache.flink.table.dataformat.vector.VectorizedColumnBatch;
+import org.apache.flink.table.dataformat.vector.writable.WritableColumnVector;
+import org.apache.flink.table.types.logical.LogicalType;
+import org.apache.flink.table.types.logical.LogicalTypeRoot;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.Path;
+import org.apache.parquet.column.ColumnDescriptor;
+import org.apache.parquet.column.page.PageReadStore;
+import org.apache.parquet.filter2.compat.FilterCompat;
+import org.apache.parquet.hadoop.ParquetFileReader;
+import org.apache.parquet.hadoop.metadata.BlockMetaData;
+import org.apache.parquet.hadoop.metadata.ParquetMetadata;
+import org.apache.parquet.schema.GroupType;
+import org.apache.parquet.schema.MessageType;
+import org.apache.parquet.schema.Type;
+import org.apache.parquet.schema.Types;
+
+import java.io.Closeable;
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.List;
+
+import static org.apache.flink.formats.parquet.vector.ParquetSplitReaderUtil.createColumnReader;
+import static org.apache.flink.formats.parquet.vector.ParquetSplitReaderUtil.createWritableColumnVector;
+import static org.apache.parquet.filter2.compat.RowGroupFilter.filterRowGroups;
+import static org.apache.parquet.format.converter.ParquetMetadataConverter.range;
+import static org.apache.parquet.hadoop.ParquetFileReader.readFooter;
+import static org.apache.parquet.hadoop.ParquetInputFormat.getFilter;
+
+/**
+ * This reader is used to read a {@link VectorizedColumnBatch} from input split.
+ */
+public class ParquetColumnarRowSplitReader implements Closeable {
+
+	private final boolean utcTimestamp;
+
+	private final MessageType fileSchema;
+
+	private final MessageType requestedSchema;
+
+	/**
+	 * The total number of rows this RecordReader will eventually read. The sum of the rows of all
+	 * the row groups.
+	 */
+	private final long totalRowCount;
+
+	private final WritableColumnVector[] writableVectors;
+
+	private final VectorizedColumnBatch columnarBatch;
+
+	private final ColumnarRow row;
+
+	private final LogicalType[] selectedTypes;
+
+	private final int batchSize;
+
+	private ParquetFileReader reader;
+
+	/**
+	 * For each request column, the reader to read this column. This is NULL if this column is
+	 * missing from the file, in which case we populate the attribute with NULL.
+	 */
+	private ColumnReader[] columnReaders;
+
+	/**
+	 * The number of rows that have been returned.
+	 */
+	private long rowsReturned;
+
+	/**
+	 * The number of rows that have been reading, including the current in flight row group.
+	 */
+	private long totalCountLoadedSoFar;
+
+	// the index of the next row to return
+	private int nextRow;
+
+	// the number of rows in the current batch
+	private int rowsInBatch;
+
+	public ParquetColumnarRowSplitReader(
+			boolean utcTimestamp,
+			Configuration conf,
+			LogicalType[] selectedTypes,
+			String[] selectedFieldNames,
+			ColumnBatchGenerator generator,
+			int batchSize,
+			Path path,
+			long splitStart,
+			long splitLength) throws IOException {
+		this.utcTimestamp = utcTimestamp;
+		this.selectedTypes = selectedTypes;
+		this.batchSize = batchSize;
+		// then we need to apply the predicate push down filter
+		ParquetMetadata footer = readFooter(conf, path, range(splitStart, splitLength));
+		MessageType fileSchema = footer.getFileMetaData().getSchema();
+		FilterCompat.Filter filter = getFilter(conf);
+		List<BlockMetaData> blocks = filterRowGroups(filter, footer.getBlocks(), fileSchema);
+
+		this.fileSchema = footer.getFileMetaData().getSchema();
+		this.requestedSchema = clipParquetSchema(fileSchema, selectedFieldNames);
+		this.reader = new ParquetFileReader(
+				conf, footer.getFileMetaData(), path, blocks, requestedSchema.getColumns());
+
+		long totalRowCount = 0;
+		for (BlockMetaData block : blocks) {
+			totalRowCount += block.getRowCount();
+		}
+		this.totalRowCount = totalRowCount;
+		this.nextRow = 0;
+		this.rowsInBatch = 0;
+		this.rowsReturned = 0;
+
+		checkSchema();
+
+		this.writableVectors = createWritableVectors();
+		this.columnarBatch = generator.generate(createReadableVectors());
+		this.row = new ColumnarRow(columnarBatch);
+	}
+
+	/**
+	 * Clips `parquetSchema` according to `fieldNames`.
+	 */
+	private static MessageType clipParquetSchema(GroupType parquetSchema, String[] fieldNames) {
+		Type[] types = new Type[fieldNames.length];
+		for (int i = 0; i < fieldNames.length; ++i) {
+			String fieldName = fieldNames[i];
+			if (parquetSchema.getFieldIndex(fieldName) < 0) {
+				throw new IllegalArgumentException(fieldName + " does not exist");
+			}
+			types[i] = parquetSchema.getType(fieldName);
+		}
+		return Types.buildMessage().addFields(types).named("flink-parquet");
+	}
+
+	private WritableColumnVector[] createWritableVectors() {
+		WritableColumnVector[] columns = new WritableColumnVector[selectedTypes.length];
+		for (int i = 0; i < selectedTypes.length; i++) {
+			columns[i] = createWritableColumnVector(
+					batchSize,
+					selectedTypes[i],
+					requestedSchema.getColumns().get(i).getPrimitiveType());
+		}
+		return columns;
+	}
+
+	/**
+	 * Create readable vectors from writable vectors.
+	 * Especially for decimal, see {@link ParquetDecimalVector}.
+	 */
+	private ColumnVector[] createReadableVectors() {
+		ColumnVector[] vectors = new ColumnVector[writableVectors.length];
+		for (int i = 0; i < writableVectors.length; i++) {
+			vectors[i] = selectedTypes[i].getTypeRoot() == LogicalTypeRoot.DECIMAL ?
+					new ParquetDecimalVector(writableVectors[i]) :
+					writableVectors[i];
+		}
+		return vectors;
+	}
+
+	private void checkSchema() throws IOException, UnsupportedOperationException {
+		if (selectedTypes.length != requestedSchema.getFieldCount()) {
+			throw new RuntimeException("The quality of field type is incompatible with the request schema!");
+		}
+
+		/*
+		 * Check that the requested schema is supported.
+		 */
+		for (int i = 0; i < requestedSchema.getFieldCount(); ++i) {
+			Type t = requestedSchema.getFields().get(i);
+			if (!t.isPrimitive() || t.isRepetition(Type.Repetition.REPEATED)) {
+				throw new UnsupportedOperationException("Complex types not supported.");
+			}
+
+			String[] colPath = requestedSchema.getPaths().get(i);
+			if (fileSchema.containsPath(colPath)) {
+				ColumnDescriptor fd = fileSchema.getColumnDescription(colPath);
+				if (!fd.equals(requestedSchema.getColumns().get(i))) {
+					throw new UnsupportedOperationException("Schema evolution not supported.");
+				}
+			} else {
+				if (requestedSchema.getColumns().get(i).getMaxDefinitionLevel() == 0) {
+					// Column is missing in data but the required data is non-nullable. This file is invalid.
+					throw new IOException("Required column is missing in data file. Col: " + Arrays.toString(colPath));
+				}
+			}
+		}
+	}
+
+	/**
+	 * Method used to check if the end of the input is reached.
+	 *
+	 * @return True if the end is reached, otherwise false.
+	 * @throws IOException Thrown, if an I/O error occurred.
+	 */
+	public boolean reachedEnd() throws IOException {
+		return !ensureBatch();
+	}
+
+	public ColumnarRow nextRecord() {
+		// return the next row
+		row.setRowId(this.nextRow++);
+		return row;
+	}
+
+	/**
+	 * Checks if there is at least one row left in the batch to return. If no more row are
+	 * available, it reads another batch of rows.
+	 *
+	 * @return Returns true if there is one more row to return, false otherwise.
+	 * @throws IOException throw if an exception happens while reading a batch.
+	 */
+	private boolean ensureBatch() throws IOException {
+		if (nextRow >= rowsInBatch) {
+			// No more rows available in the Rows array.
+			nextRow = 0;
+			// Try to read the next batch if rows from the file.
+			return nextBatch();
+		}
+		// there is at least one Row left in the Rows array.
+		return true;
+	}
+
+	/**
+	 * Advances to the next batch of rows. Returns false if there are no more.
+	 */
+	private boolean nextBatch() throws IOException {
+		for (WritableColumnVector v : writableVectors) {
+			v.reset();
+		}
+		columnarBatch.setNumRows(0);
+		if (rowsReturned >= totalRowCount) {
+			return false;
+		}
+		checkEndOfRowGroup();
+
+		int num = (int) Math.min(batchSize, totalCountLoadedSoFar - rowsReturned);
+		for (int i = 0; i < columnReaders.length; ++i) {
+			//noinspection unchecked
+			columnReaders[i].readToVector(num, writableVectors[i]);
+		}
+		rowsReturned += num;
+		columnarBatch.setNumRows(num);
+		rowsInBatch = num;
+		return true;
+	}
+
+	private void checkEndOfRowGroup() throws IOException {
 
 Review comment:
   maybe rename to `readNextRowGroup`?

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] JingsongLi commented on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
JingsongLi commented on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-593920558
 
 
   Hi @lirui-apache , rebase and update, this pull request is just for parquet reader now. Please take a look.

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
lirui-apache commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#discussion_r385563692
 
 

 ##########
 File path: flink-table/flink-table-runtime-blink/src/main/java/org/apache/flink/table/dataformat/vector/heap/AbstractHeapVector.java
 ##########
 @@ -56,11 +67,31 @@ public void reset() {
 		noNulls = true;
 	}
 
+	@Override
 	public void setNullAt(int i) {
+		if (i >= isNull.length) {
+			throw new RuntimeException();
+		}
 		isNull[i] = true;
 		noNulls = false;
 	}
 
+	@Override
+	public void setNulls(int i, int count) {
+		for (int j = 0; j < count; j++) {
+			isNull[i + j] = true;
 
 Review comment:
   call `setNullAt `?

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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   ## CI report:
   
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   * 355cae10942f3c4efcb25e83ee12c8ccbcda0033 Travis: [FAILURE](https://travis-ci.com/flink-ci/flink/builds/145595372) Azure: [FAILURE](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4559) 
   
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot commented on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot commented on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577040739
 
 
   Thanks a lot for your contribution to the Apache Flink project. I'm the @flinkbot. I help the community
   to review your pull request. We will use this comment to track the progress of the review.
   
   
   ## Automated Checks
   Last check on commit 7a7a4e5e617af0c0a1485c1f5cd9ca6b6e736b36 (Wed Jan 22 07:12:26 UTC 2020)
   
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   <sub>Mention the bot in a comment to re-run the automated checks.</sub>
   ## Review Progress
   
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[GitHub] [flink] JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#discussion_r388277823
 
 

 ##########
 File path: flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/ParquetSplitReaderUtil.java
 ##########
 @@ -0,0 +1,384 @@
+/*
+ * 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.flink.formats.parquet.vector;
+
+import org.apache.flink.core.fs.Path;
+import org.apache.flink.formats.parquet.vector.reader.BooleanColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.ByteColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.BytesColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.ColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.DoubleColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.FixedLenBytesColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.FloatColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.IntColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.LongColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.ShortColumnReader;
+import org.apache.flink.formats.parquet.vector.reader.TimestampColumnReader;
+import org.apache.flink.table.dataformat.Decimal;
+import org.apache.flink.table.dataformat.SqlTimestamp;
+import org.apache.flink.table.dataformat.vector.ColumnVector;
+import org.apache.flink.table.dataformat.vector.VectorizedColumnBatch;
+import org.apache.flink.table.dataformat.vector.heap.HeapBooleanVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapByteVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapBytesVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapDoubleVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapFloatVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapIntVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapLongVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapShortVector;
+import org.apache.flink.table.dataformat.vector.heap.HeapTimestampVector;
+import org.apache.flink.table.dataformat.vector.writable.WritableColumnVector;
+import org.apache.flink.table.types.DataType;
+import org.apache.flink.table.types.logical.BigIntType;
+import org.apache.flink.table.types.logical.DecimalType;
+import org.apache.flink.table.types.logical.IntType;
+import org.apache.flink.table.types.logical.LogicalType;
+import org.apache.flink.table.types.logical.VarBinaryType;
+import org.apache.flink.util.Preconditions;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.parquet.column.ColumnDescriptor;
+import org.apache.parquet.column.page.PageReader;
+import org.apache.parquet.schema.OriginalType;
+import org.apache.parquet.schema.PrimitiveType;
+
+import java.io.IOException;
+import java.math.BigDecimal;
+import java.nio.charset.StandardCharsets;
+import java.sql.Date;
+import java.time.LocalDate;
+import java.time.LocalDateTime;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+import static org.apache.flink.table.runtime.functions.SqlDateTimeUtils.dateToInternal;
+import static org.apache.parquet.Preconditions.checkArgument;
+
+/**
+ * Util for generating {@link ParquetColumnarRowSplitReader}.
+ */
+public class ParquetSplitReaderUtil {
+
+	/**
+	 * Util for generating partitioned {@link ParquetColumnarRowSplitReader}.
+	 */
+	public static ParquetColumnarRowSplitReader genPartColumnarRowReader(
+			boolean utcTimestamp,
+			Configuration conf,
+			String[] fullFieldNames,
+			DataType[] fullFieldTypes,
+			Map<String, Object> partitionSpec,
+			int[] selectedFields,
+			int batchSize,
+			Path path,
+			long splitStart,
+			long splitLength) throws IOException {
+		List<String> nonPartNames = Arrays.stream(fullFieldNames)
+				.filter(n -> !partitionSpec.containsKey(n))
+				.collect(Collectors.toList());
+
+		List<String> selNonPartNames = Arrays.stream(selectedFields)
+				.mapToObj(i -> fullFieldNames[i])
+				.filter(nonPartNames::contains).collect(Collectors.toList());
+
+		int[] selOrcFields = selNonPartNames.stream()
 
 Review comment:
   (⁄ ⁄•⁄ω⁄•⁄ ⁄) Good catch, I found `ParquetTableSource` also has orc... I will modify all.

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[GitHub] [flink] JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#discussion_r386203967
 
 

 ##########
 File path: flink-table/flink-table-runtime-blink/src/main/java/org/apache/flink/table/dataformat/vector/heap/AbstractHeapVector.java
 ##########
 @@ -56,11 +67,31 @@ public void reset() {
 		noNulls = true;
 	}
 
+	@Override
 	public void setNullAt(int i) {
+		if (i >= isNull.length) {
+			throw new RuntimeException();
+		}
 		isNull[i] = true;
 		noNulls = false;
 	}
 
+	@Override
+	public void setNulls(int i, int count) {
+		for (int j = 0; j < count; j++) {
+			isNull[i + j] = true;
 
 Review comment:
   No need to update `noNulls`.

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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   ## CI report:
   
   * 7a7a4e5e617af0c0a1485c1f5cd9ca6b6e736b36 Travis: [FAILURE](https://travis-ci.com/flink-ci/flink/builds/145556939) Azure: [FAILURE](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4552) 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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   ## CI report:
   
   * 7a7a4e5e617af0c0a1485c1f5cd9ca6b6e736b36 Travis: [FAILURE](https://travis-ci.com/flink-ci/flink/builds/145556939) Azure: [FAILURE](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4552) 
   * 355cae10942f3c4efcb25e83ee12c8ccbcda0033 Travis: [FAILURE](https://travis-ci.com/flink-ci/flink/builds/145595372) Azure: [FAILURE](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4559) 
   * ce1b4b24d97cc6963785f1a359a67729f9c091e0 Travis: [FAILURE](https://travis-ci.com/flink-ci/flink/builds/145909528) Azure: [FAILURE](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4596) 
   * f975ebd36b4b7358b265af749a71ec606413a80d Travis: [FAILURE](https://travis-ci.com/flink-ci/flink/builds/145931995) Azure: [FAILURE](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4599) 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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   ## CI report:
   
   * 37cb28b6b3238516df476318cb28d30114689442 Travis: [SUCCESS](https://travis-ci.com/flink-ci/flink/builds/151674029) Azure: [SUCCESS](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=5893) 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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   ## CI report:
   
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] JingsongLi merged pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
JingsongLi merged pull request #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922
 
 
   

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[GitHub] [flink] JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#discussion_r386204323
 
 

 ##########
 File path: flink-table/flink-table-runtime-blink/src/main/java/org/apache/flink/table/dataformat/vector/heap/AbstractHeapVector.java
 ##########
 @@ -18,14 +18,25 @@
 
 package org.apache.flink.table.dataformat.vector.heap;
 
-import org.apache.flink.table.dataformat.vector.AbstractColumnVector;
+import org.apache.flink.core.memory.MemoryUtils;
+import org.apache.flink.table.dataformat.vector.writable.AbstractWritableVector;
 
+import java.nio.ByteOrder;
 import java.util.Arrays;
 
 /**
  * Heap vector that nullable shared structure.
  */
-public abstract class AbstractHeapVector extends AbstractColumnVector {
+public abstract class AbstractHeapVector extends AbstractWritableVector {
+
+	public static final boolean LITTLE_ENDIAN = ByteOrder.nativeOrder() == ByteOrder.LITTLE_ENDIAN;
+
+	public static final sun.misc.Unsafe UNSAFE = MemoryUtils.UNSAFE;
+	public static final int BYTE_ARRAY_OFFSET = UNSAFE.arrayBaseOffset(byte[].class);
 
 Review comment:
   Use `arrayBaseOffset` is more safe for cross platform.

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
JingsongLi commented on a change in pull request #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#discussion_r386978811
 
 

 ##########
 File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/connectors/hive/read/HiveTableInputFormat.java
 ##########
 @@ -113,16 +114,74 @@ public void configure(org.apache.flink.configuration.Configuration parameters) {
 
 	@Override
 	public void open(HiveTableInputSplit split) throws IOException {
-		if (!useMapRedReader && useOrcVectorizedRead(split.getHiveTablePartition())) {
+		HiveTablePartition partition = split.getHiveTablePartition();
+		if (!useMapRedReader && useOrcVectorizedRead(partition)) {
 			this.reader = new HiveVectorizedOrcSplitReader(
 					hiveVersion, jobConf, fieldNames, fieldTypes, selectedFields, split);
+		} else if (!useMapRedReader && useParquetVectorizedRead(partition)) {
+			this.reader = new HiveVectorizedParquetSplitReader(
+					hiveVersion, jobConf, fieldNames, fieldTypes, selectedFields, split);
 		} else {
 			this.reader = new HiveMapredSplitReader(jobConf, partitionKeys, fieldTypes, selectedFields, split,
 					HiveShimLoader.loadHiveShim(hiveVersion));
 		}
 		currentReadCount = 0L;
 	}
 
+	private boolean isComplexType(LogicalType t) {
+		switch (t.getTypeRoot()) {
+			case CHAR:
+			case VARCHAR:
+			case BOOLEAN:
+			case BINARY:
+			case VARBINARY:
+			case DECIMAL:
+			case TINYINT:
+			case SMALLINT:
+			case INTEGER:
+			case BIGINT:
+			case FLOAT:
+			case DOUBLE:
+			case DATE:
+			case TIME_WITHOUT_TIME_ZONE:
+			case TIMESTAMP_WITHOUT_TIME_ZONE:
+			case TIMESTAMP_WITH_LOCAL_TIME_ZONE:
+				return false;
+			case TIMESTAMP_WITH_TIME_ZONE:
+			case INTERVAL_YEAR_MONTH:
+			case INTERVAL_DAY_TIME:
 
 Review comment:
   I'll rename to `isVectorizationSupport`

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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][WIP] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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   ## CI report:
   
   * 7a7a4e5e617af0c0a1485c1f5cd9ca6b6e736b36 Travis: [FAILURE](https://travis-ci.com/flink-ci/flink/builds/145556939) Azure: [FAILURE](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4552) 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet][table-runtime] Introduce ParquetColumnarRowSplitReader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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[GitHub] [flink] flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader

Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10922: [FLINK-11899][parquet] Introduce parquet ColumnarRow split reader
URL: https://github.com/apache/flink/pull/10922#issuecomment-577180180
 
 
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