All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.apache.pig.builtin.HiveUDF Maven / Gradle / Ivy

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.pig.builtin;

import java.io.IOException;
import java.util.Arrays;
import java.util.List;

import org.apache.hadoop.hive.ql.exec.UDF;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDF.DeferredJavaObject;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDF.DeferredObject;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDFBridge;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
import org.apache.pig.ResourceSchema;
import org.apache.pig.ResourceSchema.ResourceFieldSchema;
import org.apache.pig.data.DataType;
import org.apache.pig.data.Tuple;
import org.apache.pig.impl.logicalLayer.schema.Schema;
import org.apache.pig.impl.util.hive.HiveUtils;

/**
 * Use Hive UDF or GenericUDF.
 * Example:
 *      define sin HiveUDF('sin');
 *      A = load 'mydata' as (num:double);
 *      B = foreach A generate sin(num);
 * HiveUDF takes an optional second parameter if the Hive UDF require constant parameters
 *      define in_file HiveUDF('in_file', '(null, "names.txt")');
 */
public class HiveUDF extends HiveUDFBase {

    private boolean inited = false;
    private GenericUDF evalUDF;

    static class SchemaInfo {
        private StructObjectInspector inputObjectInspector;
        private ObjectInspector outputObjectInspector;

        private void init(Schema inputSchema, GenericUDF evalUDF, ConstantObjectInspectInfo constantsInfo) throws IOException {
            ResourceSchema rs = new ResourceSchema(inputSchema);
            ResourceFieldSchema wrappedTupleFieldSchema = new ResourceFieldSchema();
            wrappedTupleFieldSchema.setType(DataType.TUPLE);
            wrappedTupleFieldSchema.setSchema(rs);

            TypeInfo ti = HiveUtils.getTypeInfo(wrappedTupleFieldSchema);
            inputObjectInspector = (StructObjectInspector)HiveUtils.createObjectInspector(ti);

            try {
                ObjectInspector[] arguments = new ObjectInspector[inputSchema.size()];
                for (int i=0;i getShipFiles() {
        try {
            if (!inited) {
                schemaInfo.init(getInputSchema(), evalUDF, constantsInfo);
                inited = true;
            }
        } catch(Exception e) {
            throw new RuntimeException(e);
        }
        List files = super.getShipFiles();
        if (evalUDF.getRequiredFiles() != null) {
            files.addAll(Arrays.asList(evalUDF.getRequiredFiles()));
        }
        if (evalUDF.getRequiredJars() != null) {
            files.addAll(Arrays.asList(evalUDF.getRequiredJars()));
        }

        return files;
    }

    @Override
    public Schema outputSchema(Schema input) {
        try {
            if (!inited) {
                schemaInfo.init(getInputSchema(), evalUDF, constantsInfo);
                inited = true;
            }
            ResourceFieldSchema rfs = HiveUtils.getResourceFieldSchema(
                    TypeInfoUtils.getTypeInfoFromObjectInspector(schemaInfo.outputObjectInspector));
            ResourceSchema outputSchema = new ResourceSchema();
            outputSchema.setFields(new ResourceFieldSchema[] {rfs});
            return Schema.getPigSchema(outputSchema);
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    @Override
    public void finish() {
        try {
            evalUDF.close();
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }
}




© 2015 - 2024 Weber Informatics LLC | Privacy Policy