/* * 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.piggybank.evaluation; import java.io.IOException; import java.util.ArrayList; import java.util.Iterator; import java.util.List; import org.apache.pig.EvalFunc; import org.apache.pig.PigException; import org.apache.pig.backend.executionengine.ExecException; import org.apache.pig.data.BagFactory; import org.apache.pig.data.DataBag; import org.apache.pig.data.DataType; import org.apache.pig.data.Tuple; import org.apache.pig.data.TupleFactory; import org.apache.pig.impl.logicalLayer.FrontendException; import org.apache.pig.impl.logicalLayer.schema.Schema; import org.apache.pig.impl.logicalLayer.schema.Schema.FieldSchema; /** * Given a set of bags, stitch them together tuple by tuple. That is, * assuming the bags have row numbers join them by row number. So given * two bags * <p> {(1, 2), (3, 4)} and * <p> {(5, 6), (7, 8)} the result will be * <p> {(1, 2, 5, 6), (3, 4, 7, 8)} * In general it is assumed that each bag has the same number of tuples. * The implementation uses the first bag to determine the number of tuples * placed in the output. If bags beyond the first have fewer tuples then * the resulting tuples will have fewer fields. Nulls will not be filled in. * <p>Any number of bags can be passed to this function. */ public class Stitch extends EvalFunc<DataBag> { @Override public DataBag exec(Tuple input) throws IOException { if (input == null || input.size() == 0) return null; List<DataBag> bags = new ArrayList<DataBag>(input.size()); for (int i = 0; i < input.size(); i++) { Object o = input.get(i); try { bags.add((DataBag)o); } catch (ClassCastException cce) { int errCode = 2107; // TODO not sure this is the right one String msg = "Stitch expected bags as input but argument " + i + " is a " + DataType.findTypeName(o); throw new ExecException(msg, errCode, PigException.INPUT); } } if (bags.size() == 1) return bags.get(0); DataBag output = BagFactory.getInstance().newDefaultBag(); List<Iterator<Tuple>> iters = new ArrayList<Iterator<Tuple>>(bags.size()); for (DataBag bag : bags) { iters.add(bag.iterator()); } while (iters.get(0).hasNext()) { Tuple outTuple = TupleFactory.getInstance().newTuple(); for (Iterator<Tuple> iter : iters) { if (iter.hasNext()) { Tuple t = iter.next(); List<Object> fields = t.getAll(); for (Object field : fields) { outTuple.append(field); } } } output.add(outTuple); } return output; } @Override public Schema outputSchema(Schema inputSch) { // We should get a tuple full of bags. Merge the schema of all the // bags so we get one bag with the unioned schema. List<FieldSchema> fields = inputSch.getFields(); try { Schema bagSchema = null; for (FieldSchema field : fields) { if (field.type != DataType.BAG) { throw new RuntimeException( "Only bags should be passed to " + "Stitch, schema indicates a " + DataType.findTypeName(field.type) + " being passed"); } if (bagSchema == null && field.schema != null ) { // Copy the schema of this bag, we'll add additional fields // to it from the other bags if (field.schema.getField(0).type == DataType.TUPLE) { // need to go one more level field = field.schema.getField(0); } bagSchema = new Schema(field.schema); } else if (field.schema != null) { // Append the fields of this bag to our bag's schema if (field.schema.getField(0).type == DataType.TUPLE) { field = field.schema.getField(0); } for (FieldSchema fs : field.schema.getFields()) { bagSchema.add(fs); } } } FieldSchema outFS = new FieldSchema("stitched", bagSchema, DataType.BAG); return new Schema(outFS); } catch (FrontendException fe) { throw new RuntimeException("Unable to create nested schema", fe); } } }