| /* |
| * 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.Iterator; |
| |
| import org.apache.pig.Accumulator; |
| import org.apache.pig.EvalFunc; |
| import org.apache.pig.PigException; |
| import org.apache.pig.backend.executionengine.ExecException; |
| import org.apache.pig.data.DataBag; |
| import org.apache.pig.data.DataByteArray; |
| import org.apache.pig.data.DataType; |
| import org.apache.pig.data.Tuple; |
| import org.apache.pig.data.TupleFactory; |
| import org.apache.pig.impl.logicalLayer.schema.Schema; |
| |
| |
| /** |
| * Core logic for applying an accumulative/algebraic math function to a |
| * bag of doubles. |
| */ |
| public abstract class AlgebraicByteArrayMathBase extends AlgebraicMathBase<Double> implements Accumulator<Double> { |
| |
| protected static Double getSeed(KNOWN_OP op) { |
| switch (op) { |
| case SUM: return 0.0; |
| case MIN: return Double.POSITIVE_INFINITY; |
| case MAX: return Double.NEGATIVE_INFINITY; |
| default: return null; |
| } |
| } |
| |
| private static Double doWork(Double arg1, Double arg2, KNOWN_OP op) { |
| if (arg1 == null) { |
| return arg2; |
| } else if (arg2 == null) { |
| return arg1; |
| } else { |
| switch (op) { |
| case MAX: return Math.max(arg1, arg2); |
| case MIN: return Math.min(arg1, arg2); |
| case SUM: return arg1 + arg2; |
| default: return null; |
| } |
| } |
| } |
| |
| protected static Double doTupleWork(Tuple input, KnownOpProvider opProvider, byte expectedType) |
| throws ExecException { |
| DataBag values = (DataBag)input.get(0); |
| // if we were handed an empty bag, return NULL |
| // this is in compliance with SQL standard |
| if(values == null || values.size() == 0) { |
| return null; |
| } |
| double sofar = AlgebraicByteArrayMathBase.getSeed(opProvider.getOp()); |
| boolean sawNonNull = false; |
| for (Iterator<Tuple> it = values.iterator(); it.hasNext();) { |
| Tuple t = it.next(); |
| try { |
| Double d; |
| switch (expectedType) { |
| case DataType.BYTEARRAY: |
| DataByteArray dba = (DataByteArray)t.get(0); |
| d = dba != null ? Double.valueOf(dba.toString()): null; |
| break; |
| case DataType.DOUBLE: |
| d = (Double) t.get(0); |
| break; |
| default: |
| throw new ExecException("Unexpected type in AlgebraicByteArrayMath " |
| + DataType.findTypeName(expectedType)); |
| } |
| if (d == null) continue; |
| sawNonNull = true; |
| sofar = doWork(sofar, d, opProvider.getOp()); |
| }catch(RuntimeException exp) { |
| int errCode = 2103; |
| throw new ExecException("Problem doing work on Doubles", errCode, PigException.BUG, exp); |
| } |
| } |
| return sawNonNull ? sofar : null; |
| } |
| |
| @Override |
| public Double exec(Tuple input) throws IOException { |
| try { |
| return doTupleWork(input, opProvider, DataType.BYTEARRAY); |
| } catch (ExecException ee) { |
| throw ee; |
| } catch (Exception e) { |
| int errCode = 2106; |
| throw new ExecException("Error executing function on Doubles", errCode, PigException.BUG, e); |
| } |
| } |
| |
| static public abstract class Intermediate extends AlgebraicMathBase.Intermediate { |
| private static TupleFactory tfact = TupleFactory.getInstance(); |
| |
| @Override |
| public Tuple exec(Tuple input) throws IOException { |
| try { |
| return tfact.newTuple(doTupleWork(input, this, DataType.DOUBLE)); |
| } catch (ExecException ee) { |
| throw ee; |
| } catch (Exception e) { |
| int errCode = 2106; |
| throw new ExecException("Error executing function on Doubles", errCode, PigException.BUG, e); |
| } |
| } |
| } |
| |
| @Override |
| public String getInitial() { |
| return Initial.class.getName(); |
| } |
| |
| static public class Initial extends EvalFunc<Tuple> { |
| private static TupleFactory tfact = TupleFactory.getInstance(); |
| |
| @Override |
| public Tuple exec(Tuple input) throws IOException { |
| // Initial is called in the map. |
| // we just send the tuple down |
| try { |
| // input is a bag with one tuple containing |
| // the column we are trying to operate on |
| DataBag bg = (DataBag) input.get(0); |
| if (bg.iterator().hasNext()) { |
| DataByteArray dba = (DataByteArray) bg.iterator().next().get(0); |
| Double d = dba != null ? Double.valueOf(dba.toString()): null; |
| return tfact.newTuple(d); |
| } else { |
| // make sure that we call the object constructor, not the list constructor |
| return tfact.newTuple((Object) null); |
| } |
| } catch (ExecException e) { |
| throw e; |
| } catch (Exception e) { |
| int errCode = 2106; |
| throw new ExecException("Error executing an algebraic function", errCode, PigException.BUG, e); |
| } |
| } |
| } |
| |
| static public abstract class Final extends AlgebraicMathBase.Final<Double> { |
| @Override |
| public Double exec(Tuple input) throws IOException { |
| try { |
| return doTupleWork(input, this, DataType.DOUBLE); |
| } catch (ExecException ee) { |
| throw ee; |
| } catch (Exception e) { |
| int errCode = 2106; |
| throw new ExecException("Error executing function on Doubles", errCode, PigException.BUG, e); |
| } |
| } |
| } |
| |
| @Override |
| public Schema outputSchema(Schema input) { |
| return new Schema(new Schema.FieldSchema(null, DataType.DOUBLE)); |
| } |
| |
| /* Accumulator interface implementation*/ |
| private Double intermediateVal = null; |
| |
| @Override |
| public void accumulate(Tuple b) throws IOException { |
| try { |
| Double curVal = doTupleWork(b, opProvider, DataType.BYTEARRAY); |
| if (curVal == null) { |
| return; |
| } |
| if (intermediateVal == null) { |
| intermediateVal = getSeed(opProvider.getOp()); |
| } |
| intermediateVal = doWork(intermediateVal, curVal, opProvider.getOp()); |
| } catch (ExecException ee) { |
| throw ee; |
| } catch (Exception e) { |
| int errCode = 2106; |
| throw new ExecException("Error executing function on Doubles", errCode, PigException.BUG, e); |
| } |
| } |
| |
| @Override |
| public void cleanup() { |
| intermediateVal = null; |
| } |
| |
| @Override |
| public Double getValue() { |
| return intermediateVal; |
| } |
| } |