aboutsummaryrefslogtreecommitdiffstats
path: root/src/main/java/parallelai/spyglass/hbase/HBaseScheme.java
blob: ba83a6364ab11c707494a2e5b9c3ab159cd81023 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
/*
 * Copyright (c) 2009 Concurrent, Inc.
 *
 * This work has been released into the public domain
 * by the copyright holder. This applies worldwide.
 *
 * In case this is not legally possible:
 * The copyright holder grants any entity the right
 * to use this work for any purpose, without any
 * conditions, unless such conditions are required by law.
 */

package parallelai.spyglass.hbase;

import parallelai.spyglass.hbase.HBaseConstants.SplitType;
import cascading.flow.FlowProcess;
import cascading.scheme.Scheme;
import cascading.scheme.SinkCall;
import cascading.scheme.SourceCall;
import cascading.tap.Tap;
import cascading.tuple.Fields;
import cascading.tuple.Tuple;
import cascading.tuple.TupleEntry;
import cascading.util.Util;
import org.apache.hadoop.hbase.client.Put;
import org.apache.hadoop.hbase.client.Result;
import org.apache.hadoop.hbase.io.ImmutableBytesWritable;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.OutputCollector;
import org.apache.hadoop.mapred.RecordReader;
//import org.mortbay.log.Log;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

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

/**
 * The HBaseScheme class is a {@link Scheme} subclass. It is used in conjunction with the {@HBaseTap} to
 * allow for the reading and writing of data to and from a HBase cluster.
 *
 * @see HBaseTap
 */
public class HBaseScheme
//    extends Scheme<JobConf, RecordReader, OutputCollector, Object[], Object[]> {
      extends Scheme<JobConf, RecordReader, OutputCollector, Object[], Object[]> {
  /** Field LOG */
  private static final Logger LOG = LoggerFactory.getLogger(HBaseScheme.class);

  /** Field keyFields */
  private Fields keyField;
  
  /** Long timestamp */
  private long timeStamp;
  private boolean useTimeStampInRead = false;
 
  /** String familyNames */
  private String[] familyNames;
  /** Field valueFields */
  private Fields[] valueFields;

  /** String columns */
  private transient String[] columns;
  /** Field fields */
//  private transient byte[][] fields;
  
  private boolean useSalt = false;

  private SplitType splitType = SplitType.GRANULAR;
 

  /**
   * Constructor HBaseScheme creates a new HBaseScheme instance.
   *
   * @param keyFields   of type Fields
   * @param familyName  of type String
   * @param valueFields of type Fields
   */
  public HBaseScheme(Fields keyFields, String familyName, Fields valueFields) {
    this(keyFields, new String[]{familyName}, Fields.fields(valueFields));
  }

  /**
   * Constructor HBaseScheme creates a new HBaseScheme instance.
   *
   * @param keyFields   of type Fields
   * @param familyNames of type String[]
   * @param valueFields of type Fields[]
   */
  public HBaseScheme(Fields keyFields, String[] familyNames, Fields[] valueFields) {
    this.keyField = keyFields;
    this.familyNames = familyNames;
    this.valueFields = valueFields;
    this.timeStamp = System.currentTimeMillis();
    
    setSourceSink(this.keyField, this.valueFields);

    validate();
  }

  /**
   * Constructor HBaseScheme creates a new HBaseScheme instance.
   *
   * @param keyFields   of type Fields
   * @param timeStamp   of type Long
   * @param familyNames of type String[]
   * @param valueFields of type Fields[]
   */
  public HBaseScheme(Fields keyFields, long timeStamp, String[] familyNames, Fields[] valueFields) {
    this.keyField = keyFields;
    this.timeStamp = timeStamp;
    this.familyNames = familyNames;
    this.valueFields = valueFields;
    this.useTimeStampInRead = (timeStamp > 0);

    setSourceSink(this.keyField, this.valueFields);

    validate();
  }  
    
  /**
   * Constructor HBaseScheme creates a new HBaseScheme instance using fully qualified column names
   *
   * @param keyField    of type String
   * @param valueFields of type Fields
   */
  public HBaseScheme(Fields keyField, Fields valueFields) {
    this(keyField, Fields.fields(valueFields));
  }

  /**
   * Constructor HBaseScheme creates a new HBaseScheme instance using fully qualified column names
   *
   * @param keyField    of type Field
   * @param valueFields of type Field[]
   */
  public HBaseScheme(Fields keyField, Fields[] valueFields) {
    this.keyField = keyField;
    this.valueFields = valueFields;
    this.timeStamp = System.currentTimeMillis();
    this.useTimeStampInRead = false;
    
    validate();

    setSourceSink(this.keyField, this.valueFields);
  }

  private void validate() {
    if (keyField.size() != 1) {
      throw new IllegalArgumentException("may only have one key field, found: " + keyField.print());
    }
  }

  private void setSourceSink(Fields keyFields, Fields[] columnFields) {
    Fields allFields = keyFields;

    if (columnFields.length != 0) {
      allFields = Fields.join(keyFields, Fields.join(columnFields)); // prepend
    }

    setSourceFields(allFields);
    setSinkFields(allFields);
  }

  /**
   * Method getFamilyNames returns the set of familyNames of this HBaseScheme object.
   *
   * @return the familyNames (type String[]) of this HBaseScheme object.
   */
  public String[] getFamilyNames() {
    HashSet<String> familyNameSet = new HashSet<String>();

    if (familyNames == null) {
      for (String columnName : columns(null, this.valueFields)) {
        int pos = columnName.indexOf(":");
        familyNameSet.add(hbaseColumn(pos > 0 ? columnName.substring(0, pos) : columnName));
      }
    } else {
      for (String familyName : familyNames) {
        familyNameSet.add(familyName);
      }
    }
    return familyNameSet.toArray(new String[0]);
  }

  @Override
  public void sourcePrepare(FlowProcess<JobConf> flowProcess,
      SourceCall<Object[], RecordReader> sourceCall) {
    Object[] pair =
        new Object[]{sourceCall.getInput().createKey(), sourceCall.getInput().createValue()};

    sourceCall.setContext(pair);
  }

  @Override
  public void sourceCleanup(FlowProcess<JobConf> flowProcess,
      SourceCall<Object[], RecordReader> sourceCall) {
    sourceCall.setContext(null);
  }

  @Override
  public boolean source(FlowProcess<JobConf> flowProcess,
      SourceCall<Object[], RecordReader> sourceCall) throws IOException {
    Tuple result = new Tuple();

    Object key = sourceCall.getContext()[0];
    Object value = sourceCall.getContext()[1];
    boolean hasNext = sourceCall.getInput().next(key, value);
    if (!hasNext) { return false; }

    // Skip nulls
    if (key == null || value == null) { return true; }

    ImmutableBytesWritable keyWritable = (ImmutableBytesWritable) key;
    Result row = (Result) value;
    result.add(keyWritable);

    for (int i = 0; i < this.familyNames.length; i++) {
      String familyName = this.familyNames[i];
      byte[] familyNameBytes = Bytes.toBytes(familyName);
      Fields fields = this.valueFields[i];
      for (int k = 0; k < fields.size(); k++) {
        String fieldName = (String) fields.get(k);
        byte[] fieldNameBytes = Bytes.toBytes(fieldName);
        byte[] cellValue = row.getValue(familyNameBytes, fieldNameBytes);
        result.add(cellValue != null ? new ImmutableBytesWritable(cellValue) : null);
      }
    }

    sourceCall.getIncomingEntry().setTuple(result);

    return true;
  }

  @Override
  public void sink(FlowProcess<JobConf> flowProcess, SinkCall<Object[], OutputCollector> sinkCall)
      throws IOException {
    TupleEntry tupleEntry = sinkCall.getOutgoingEntry();
    OutputCollector outputCollector = sinkCall.getOutput();
    Tuple key = tupleEntry.selectTuple(keyField);
    ImmutableBytesWritable keyBytes = (ImmutableBytesWritable) key.getObject(0);

    if (useSalt) {
      keyBytes = HBaseSalter.addSaltPrefix(keyBytes);
    }

    Put put;
    if (this.timeStamp == 0L) {
      put = new Put(keyBytes.get());
    } else {
      put = new Put(keyBytes.get(), this.timeStamp);
    }
    
    for (int i = 0; i < valueFields.length; i++) {
      Fields fieldSelector = valueFields[i];
      TupleEntry values = tupleEntry.selectEntry(fieldSelector);

      for (int j = 0; j < values.getFields().size(); j++) {
        Fields fields = values.getFields();
        Tuple tuple = values.getTuple();

        ImmutableBytesWritable valueBytes = (ImmutableBytesWritable) tuple.getObject(j);
        if (valueBytes != null)
            put.add(Bytes.toBytes(familyNames[i]), Bytes.toBytes((String) fields.get(j)), valueBytes.get());
      }
    }

    outputCollector.collect(null, put);
  }

  @Override
  public void sinkConfInit(FlowProcess<JobConf> process,
      Tap<JobConf, RecordReader, OutputCollector> tap, JobConf conf) {
    conf.setOutputFormat(HBaseOutputFormat.class);

    conf.setOutputKeyClass(ImmutableBytesWritable.class);
    conf.setOutputValueClass(Put.class);
    
    String tableName = conf.get(HBaseOutputFormat.OUTPUT_TABLE);
    useSalt = conf.getBoolean(String.format(HBaseConstants.USE_SALT, tableName), false);
  }

  @Override
  public void sourceConfInit(FlowProcess<JobConf> process,
      Tap<JobConf, RecordReader, OutputCollector> tap, JobConf conf) {

      switch(splitType) {
          case GRANULAR:
          {
              conf.setInputFormat(HBaseInputFormatGranular.class);

              String columns = getColumns();
              LOG.debug("sourcing from columns: {}", columns);
              conf.set(HBaseInputFormatGranular.COLUMN_LIST, columns);
          }
          break;

          case REGIONAL:
          {
              conf.setInputFormat(HBaseInputFormatRegional.class);

              String columns = getColumns();
              LOG.debug("sourcing from columns: {}", columns);
              conf.set(HBaseInputFormatRegional.COLUMN_LIST, columns);
          }
          break;

          default:
              LOG.error("Unknown Split Type : " + splitType.toString());
      }
  }

  private String getColumns() {
    return Util.join(columns(this.familyNames, this.valueFields), " ");
  }

  private String[] columns(String[] familyNames, Fields[] fieldsArray) {
    if (columns != null) { return columns; }

    int size = 0;

    for (Fields fields : fieldsArray) { size += fields.size(); }

    columns = new String[size];

    int count = 0;

    for (int i = 0; i < fieldsArray.length; i++) {
      Fields fields = fieldsArray[i];

      for (int j = 0; j < fields.size(); j++) {
        if (familyNames == null) { columns[count++] = hbaseColumn((String) fields.get(j)); } else {
          columns[count++] = hbaseColumn(familyNames[i]) + (String) fields.get(j);
        }
      }
    }

    return columns;
  }

  private String hbaseColumn(String column) {
    if (column.indexOf(":") < 0) { return column + ":"; }

    return column;
  }

  @Override
  public boolean equals(Object object) {
    if (this == object) { return true; }
    if (object == null || getClass() != object.getClass()) { return false; }
    if (!super.equals(object)) { return false; }

    HBaseScheme that = (HBaseScheme) object;

    if (!Arrays.equals(familyNames, that.familyNames)) { return false; }
    if (keyField != null ? !keyField.equals(that.keyField) : that.keyField != null) {
      return false;
    }
    if (!Arrays.equals(valueFields, that.valueFields)) { return false; }

    return true;
  }

  @Override
  public int hashCode() {
    int result = super.hashCode();
    result = 31 * result + (keyField != null ? keyField.hashCode() : 0);
    result = 31 * result + (familyNames != null ? Arrays.hashCode(familyNames) : 0);
    result = 31 * result + (valueFields != null ? Arrays.hashCode(valueFields) : 0);
    return result;
  }

  public void setInputSplitTye(SplitType sType) {
      this.splitType = sType;
  }
}