1 /*
2 * Licensed to the Apache Software Foundation (ASF) under one
3 * or more contributor license agreements. See the NOTICE file
4 * distributed with this work for additional information
5 * regarding copyright ownership. The ASF licenses this file
6 * to you under the Apache License, Version 2.0 (the
7 * "License"); you may not use this file except in compliance
8 * with the License. You may obtain a copy of the License at
9 *
10 * http://www.apache.org/licenses/LICENSE-2.0
11 *
12 * Unless required by applicable law or agreed to in writing, software
13 * distributed under the License is distributed on an "AS IS" BASIS,
14 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
15 * See the License for the specific language governing permissions and
16 * limitations under the License.
17 */
18 package org.apache.giraph.jython;
19
20 import org.apache.giraph.graph.AbstractComputation;
21 import org.apache.giraph.graph.GraphType;
22 import org.apache.giraph.graph.Language;
23 import org.apache.giraph.graph.Vertex;
24 import org.apache.giraph.jython.wrappers.JythonWritableWrapper;
25 import org.apache.hadoop.io.Writable;
26 import org.apache.hadoop.io.WritableComparable;
27 import org.python.core.PyObject;
28
29 import com.google.common.base.Preconditions;
30
31 import java.io.IOException;
32
33 /**
34 * The {@link org.apache.giraph.graph.Computation} class for using
35 * Jython with Giraph. This class implements the Giraph necessary
36 * interfaces but it actually holds a reference to the
37 * {@link JythonComputation} which does the real work.
38 *
39 * The two classes are linked and together they allow us to coerce Jython types
40 * to Writables.
41 *
42 * @param <I> Vertex ID
43 * @param <V> Vertex value
44 * @param <E> Edge value
45 * @param <M1> Incoming message value
46 * @param <M2> Outgoing message value
47 */
48 public class JythonGiraphComputation<I extends WritableComparable,
49 V extends Writable, E extends Writable, M1 extends Writable,
50 M2 extends Writable>
51 extends AbstractComputation<I, V, E, M1, M2> {
52 /** The user's computation class */
53 private final JythonComputation jythonComputation;
54
55 /**
56 * Constructor
57 *
58 * @param jythonComputation the user's Jython computation
59 */
60 public JythonGiraphComputation(JythonComputation jythonComputation) {
61 this.jythonComputation = jythonComputation;
62 }
63
64 @Override public void compute(Vertex<I, V, E> vertex, Iterable<M1> messages)
65 throws IOException {
66 jythonComputation.compute(vertex, messages);
67 }
68
69 /**
70 * Wrap a vertex id in a {@link WritableComparable} wrapper if necessary
71 *
72 * @param object data to wrap
73 * @return writable value
74 */
75 public WritableComparable wrapIdIfNecessary(Object object) {
76 return wrapIfNecessary(object, GraphType.VERTEX_ID);
77 }
78
79 /**
80 * Wrap a user value (IVEMM) in a {@link Writable} wrapper if necessary
81 *
82 * @param object data to wrap
83 * @param graphType type of data (IVEMM)
84 * @param <W> writable type
85 * @return writable value
86 */
87 public <W extends Writable> W
88 wrapIfNecessary(Object object, GraphType graphType) {
89 if (graphType.interfaceClass().isInstance(object)) {
90 return (W) object;
91 }
92 if (getConf().getValueLanguages().get(graphType) == Language.JYTHON &&
93 getConf().getValueNeedsWrappers().get(graphType)) {
94 Preconditions.checkArgument(object instanceof PyObject);
95 return (W) new JythonWritableWrapper((PyObject) object);
96 } else {
97 return (W) object;
98 }
99 }
100 }