fhueske commented on a change in pull request #6483: [FLINK-7243][flink-formats] Add parquet input format URL: https://github.com/apache/flink/pull/6483#discussion_r252016959
########## File path: flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/utils/RowConverter.java ########## @@ -0,0 +1,446 @@ +/* + * 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.utils; + +import org.apache.flink.api.common.typeinfo.BasicArrayTypeInfo; +import org.apache.flink.api.common.typeinfo.TypeInformation; +import org.apache.flink.api.common.typeutils.CompositeType; +import org.apache.flink.api.java.typeutils.MapTypeInfo; +import org.apache.flink.api.java.typeutils.ObjectArrayTypeInfo; +import org.apache.flink.api.java.typeutils.RowTypeInfo; +import org.apache.flink.types.Row; + +import org.apache.parquet.io.api.Binary; +import org.apache.parquet.io.api.Converter; +import org.apache.parquet.io.api.GroupConverter; +import org.apache.parquet.io.api.PrimitiveConverter; +import org.apache.parquet.schema.GroupType; +import org.apache.parquet.schema.MessageType; +import org.apache.parquet.schema.OriginalType; +import org.apache.parquet.schema.PrimitiveType; +import org.apache.parquet.schema.Type; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.lang.reflect.Array; +import java.math.BigDecimal; +import java.sql.Date; +import java.sql.Time; +import java.sql.Timestamp; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * Extends from {@link GroupConverter} to convert an nested Parquet Record into Row. + */ +public class RowConverter extends GroupConverter implements ParentDataHolder { + private static final Logger LOGGER = LoggerFactory.getLogger(RowConverter.class); + private final Converter[] converters; + private final ParentDataHolder parentDataHolder; + private final TypeInformation<?> typeInfo; + private Row currentRow; + private int posInParentRow; + + public RowConverter(MessageType messageType, TypeInformation<?> typeInfo) { + this(messageType, typeInfo, null, 0); + } + + public RowConverter(GroupType schema, TypeInformation<?> typeInfo, ParentDataHolder parent, int pos) { + this.typeInfo = typeInfo; + this.parentDataHolder = parent; + this.posInParentRow = pos; + this.converters = new Converter[schema.getFieldCount()]; + + int i = 0; + if (typeInfo.getArity() >= 1 && (typeInfo instanceof CompositeType)) { + for (Type field : schema.getFields()) { + converters[i] = createConverter(field, i, ((CompositeType<?>) typeInfo).getTypeAt(i), this); + i++; + } + } + } + + private static Converter createConverter( + Type field, + int fieldPos, + TypeInformation<?> typeInformation, + ParentDataHolder parentDataHolder) { + if (field.isPrimitive()) { + return new RowConverter.RowPrimitiveConverter(field, parentDataHolder, fieldPos); + } else if (typeInformation instanceof MapTypeInfo) { + return new RowConverter.MapConverter((GroupType) field, (MapTypeInfo) typeInformation, + parentDataHolder, fieldPos); + } else if (typeInformation instanceof BasicArrayTypeInfo) { + Type elementType = field.asGroupType().getFields().get(0); + Class typeClass = ((BasicArrayTypeInfo) typeInformation).getComponentInfo().getTypeClass(); + if (typeClass.equals(Character.class)) { + return new RowConverter.BasicArrayConverter<Character>((BasicArrayTypeInfo) typeInformation, elementType, + Character.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Boolean.class)) { + return new RowConverter.BasicArrayConverter<Boolean>((BasicArrayTypeInfo) typeInformation, elementType, + Boolean.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Short.class)) { + return new RowConverter.BasicArrayConverter<Short>((BasicArrayTypeInfo) typeInformation, elementType, + Short.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Integer.class)) { + return new RowConverter.BasicArrayConverter<Integer>((BasicArrayTypeInfo) typeInformation, elementType, + Integer.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Long.class)) { + return new RowConverter.BasicArrayConverter<Long>((BasicArrayTypeInfo) typeInformation, elementType, + Long.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Double.class)) { + return new RowConverter.BasicArrayConverter<Double>((BasicArrayTypeInfo) typeInformation, elementType, + Double.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(String.class)) { + return new RowConverter.BasicArrayConverter<String>((BasicArrayTypeInfo) typeInformation, elementType, + String.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Date.class)) { + return new RowConverter.BasicArrayConverter<Date>((BasicArrayTypeInfo) typeInformation, elementType, + Date.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Time.class)) { + return new RowConverter.BasicArrayConverter<Time>((BasicArrayTypeInfo) typeInformation, elementType, + Time.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(Timestamp.class)) { + return new RowConverter.BasicArrayConverter<Timestamp>((BasicArrayTypeInfo) typeInformation, + elementType, Timestamp.class, parentDataHolder, fieldPos); + } else if (typeClass.equals(BigDecimal.class)) { + return new RowConverter.BasicArrayConverter<BigDecimal>((BasicArrayTypeInfo) typeInformation, + elementType, BigDecimal.class, parentDataHolder, fieldPos); + } + + throw new IllegalArgumentException( + String.format("Can't create unsupported primitive array type for %s", typeClass.toString())); + + } else if (typeInformation instanceof ObjectArrayTypeInfo) { + return new RowConverter.ObjectArrayConverter(field, (ObjectArrayTypeInfo) typeInformation, + parentDataHolder, fieldPos); + } else if (typeInformation instanceof RowTypeInfo) { + return new RowConverter((GroupType) field, typeInformation, parentDataHolder, fieldPos); + } + + // Other are types, we don't support. + return null; + } + + @Override + public Converter getConverter(int i) { + return converters[i]; + } + + @Override + public void start() { + this.currentRow = new Row(typeInfo.getArity()); + } + + public Row getCurrentRow() { + return currentRow; + } + + @Override + public void end() { + if (parentDataHolder != null) { + parentDataHolder.add(posInParentRow, currentRow); + } + } + + @Override + public void add(int fieldIndex, Object object) { + currentRow.setField(fieldIndex, object); + } + + static class RowPrimitiveConverter extends PrimitiveConverter { + private Type dataType; + private OriginalType originalType; + private PrimitiveType.PrimitiveTypeName primitiveTypeName; + private ParentDataHolder parentDataHolder; + private int pos; + + RowPrimitiveConverter(Type dataType, ParentDataHolder parentDataHolder, int pos) { + this.dataType = dataType; + this.parentDataHolder = parentDataHolder; + this.pos = pos; + if (dataType.isPrimitive()) { + this.originalType = dataType.getOriginalType(); + this.primitiveTypeName = dataType.asPrimitiveType().getPrimitiveTypeName(); + } else { + // Backward-compatibility It can be a group type middle layer + Type primitiveType = dataType.asGroupType().getType(0); + this.originalType = primitiveType.getOriginalType(); + this.primitiveTypeName = primitiveType.asPrimitiveType().getPrimitiveTypeName(); + } + } + + @Override + public void addBinary(Binary value) { + // in case it is a timestamp type stored as INT96 + if (primitiveTypeName.equals(PrimitiveType.PrimitiveTypeName.INT96)) { + parentDataHolder.add(pos, new Timestamp(ParquetTimestampUtils.getTimestampMillis(value))); + return; + } + + if (originalType != null) { + switch (originalType) { + case DECIMAL: + parentDataHolder.add(pos, new BigDecimal(value.toStringUsingUTF8().toCharArray())); + break; + case UTF8: + case ENUM: + case JSON: + case BSON: + parentDataHolder.add(pos, value.toStringUsingUTF8()); + break; + default: + throw new UnsupportedOperationException("Unsupported original type : " + originalType.name() + + " for primitive type BINARY"); + } + } else { + parentDataHolder.add(pos, value.toStringUsingUTF8()); + } + } + + @Override + public void addBoolean(boolean value) { + parentDataHolder.add(pos, value); + } + + @Override + public void addDouble(double value) { + parentDataHolder.add(pos, value); + } + + @Override + public void addFloat(float value) { + parentDataHolder.add(pos, value); + } + + @Override + public void addInt(int value) { + if (originalType != null) { + switch (originalType) { + case TIME_MICROS: + case TIME_MILLIS: + parentDataHolder.add(pos, new Time(value)); + break; + case TIMESTAMP_MICROS: + case TIMESTAMP_MILLIS: + parentDataHolder.add(pos, new Timestamp(value)); + break; + case DATE: + parentDataHolder.add(pos, new Date(value)); + break; + case UINT_8: + case UINT_16: + case UINT_32: + case INT_8: + case INT_16: + case INT_32: + parentDataHolder.add(pos, value); + break; + default: + throw new UnsupportedOperationException("Unsupported original type : " + originalType.name() + + " for primitive type INT32"); + } + } else { + parentDataHolder.add(pos, value); + } + } + + @Override + public void addLong(long value) { + if (originalType != null) { + switch (originalType) { + case TIME_MICROS: + parentDataHolder.add(pos, new Time(value)); + break; + case TIMESTAMP_MICROS: + case TIMESTAMP_MILLIS: + parentDataHolder.add(pos, new Timestamp(value)); + break; + case INT_64: + case DECIMAL: + // long is more efficient then BigDecimal in terms of memory. + parentDataHolder.add(pos, value); + break; + default: + throw new UnsupportedOperationException("Unsupported original type : " + originalType.name() + + " for primitive type INT64"); + } + } else { + parentDataHolder.add(pos, value); + } + } + } + + static class ObjectArrayConverter<T extends RowTypeInfo> extends GroupConverter implements ParentDataHolder { + private final ParentDataHolder parentDataHolder; + private final ObjectArrayTypeInfo objectArrayTypeInfo; + private final Converter elementConverter; + private final Type type; + private final int pos; + private List<Row> list; + + ObjectArrayConverter(Type type, ObjectArrayTypeInfo typeInfo, ParentDataHolder parentDataHolder, int pos) { + this.type = type; + this.parentDataHolder = parentDataHolder; + this.objectArrayTypeInfo = typeInfo; + this.pos = pos; + GroupType parquetGroupType = type.asGroupType(); + Type elementType = parquetGroupType.getType(0); + this.elementConverter = createConverter(elementType, 0, objectArrayTypeInfo.getComponentInfo(), this); + } + + @Override + public Converter getConverter(int fieldIndex) { + return elementConverter; + } + + @Override + public void start() { + list = new ArrayList<>(); + } + + @Override + public void end() { + parentDataHolder.add(pos, list.toArray((Row[]) Array.newInstance(Row.class, list.size()))); + } + + @Override + public void add(int fieldIndex, Object object) { + list.add((Row) object); + } + } + + @SuppressWarnings("unchecked") + static class BasicArrayConverter<T> extends GroupConverter implements ParentDataHolder { + private final ParentDataHolder parentDataHolder; + private final BasicArrayTypeInfo typeInfo; Review comment: `typeInfo` and `elementType` are not read ---------------------------------------------------------------- This is an automated message from the Apache Git Service. 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