org.apache.iceberg.pig.SchemaUtil Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of iceberg-pig Show documentation
A table format for huge analytic datasets
The newest version!
/*
 * 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.iceberg.pig;

import java.io.IOException;
import java.util.List;
import org.apache.iceberg.Schema;
import org.apache.iceberg.relocated.com.google.common.collect.Lists;
import org.apache.iceberg.types.Type;
import org.apache.iceberg.types.Types;
import org.apache.pig.ResourceSchema;
import org.apache.pig.ResourceSchema.ResourceFieldSchema;
import org.apache.pig.data.DataType;
import org.apache.pig.impl.logicalLayer.FrontendException;

/**
 * @deprecated will be removed in 1.8.0
 */
@Deprecated
public class SchemaUtil {

  private SchemaUtil() {}

  public static ResourceSchema convert(Schema icebergSchema) throws IOException {
    ResourceSchema result = new ResourceSchema();
    result.setFields(convertFields(icebergSchema.columns()));
    return result;
  }

  private static ResourceFieldSchema convert(Types.NestedField field) throws IOException {
    ResourceFieldSchema result = convert(field.type());
    result.setName(field.name());
    result.setDescription(String.format("FieldId: %s", field.fieldId()));

    return result;
  }

  private static ResourceFieldSchema convert(Type type) throws IOException {
    ResourceFieldSchema result = new ResourceFieldSchema();
    result.setType(convertType(type));

    if (!type.isPrimitiveType()) {
      result.setSchema(convertComplex(type));
    }

    return result;
  }

  private static ResourceFieldSchema[] convertFields(List fields)
      throws IOException {
    List result = Lists.newArrayList();

    for (Types.NestedField nf : fields) {
      result.add(convert(nf));
    }

    return result.toArray(new ResourceFieldSchema[0]);
  }

  private static byte convertType(Type type) throws IOException {
    switch (type.typeId()) {
      case BOOLEAN:
        return DataType.BOOLEAN;
      case INTEGER:
        return DataType.INTEGER;
      case LONG:
        return DataType.LONG;
      case FLOAT:
        return DataType.FLOAT;
      case DOUBLE:
        return DataType.DOUBLE;
      case TIMESTAMP:
        return DataType.CHARARRAY;
      case DATE:
        return DataType.CHARARRAY;
      case STRING:
        return DataType.CHARARRAY;
      case FIXED:
        return DataType.BYTEARRAY;
      case BINARY:
        return DataType.BYTEARRAY;
      case DECIMAL:
        return DataType.BIGDECIMAL;
      case STRUCT:
        return DataType.TUPLE;
      case LIST:
        return DataType.BAG;
      case MAP:
        return DataType.MAP;
      default:
        throw new FrontendException("Unsupported primitive type:" + type);
    }
  }

  private static ResourceSchema convertComplex(Type type) throws IOException {
    ResourceSchema result = new ResourceSchema();

    switch (type.typeId()) {
      case STRUCT:
        Types.StructType structType = type.asStructType();

        List fields = Lists.newArrayList();

        for (Types.NestedField f : structType.fields()) {
          fields.add(convert(f));
        }

        result.setFields(fields.toArray(new ResourceFieldSchema[0]));

        return result;
      case LIST:
        Types.ListType listType = type.asListType();

        ResourceFieldSchema[] elementFieldSchemas =
            new ResourceFieldSchema[] {convert(listType.elementType())};

        if (listType.elementType().isStructType()) {
          result.setFields(elementFieldSchemas);
        } else {
          // Wrap non-struct types in tuples
          ResourceSchema elementSchema = new ResourceSchema();
          elementSchema.setFields(elementFieldSchemas);

          ResourceFieldSchema tupleSchema = new ResourceFieldSchema();
          tupleSchema.setType(DataType.TUPLE);
          tupleSchema.setSchema(elementSchema);

          result.setFields(new ResourceFieldSchema[] {tupleSchema});
        }

        return result;
      case MAP:
        Types.MapType mapType = type.asMapType();

        if (mapType.keyType().typeId() != Type.TypeID.STRING) {
          throw new FrontendException("Unsupported map key type: " + mapType.keyType());
        }
        result.setFields(new ResourceFieldSchema[] {convert(mapType.valueType())});

        return result;
      default:
        throw new FrontendException("Unsupported complex type: " + type);
    }
  }

  public static Schema project(Schema schema, List requiredFields) {
    List columns = Lists.newArrayList();

    for (String column : requiredFields) {
      columns.add(schema.findField(column));
    }

    return new Schema(columns);
  }
}