aboutsummaryrefslogtreecommitdiff
path: root/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/SpecificMutableRow.scala
blob: 4615c55d676f46993df655c5fec7e5e10d56fc46 (plain) (blame)
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
/*
 * 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.spark.sql.catalyst.expressions

import org.apache.spark.sql.catalyst.InternalRow
import org.apache.spark.sql.types._

/**
 * A parent class for mutable container objects that are reused when the values are changed,
 * resulting in less garbage.  These values are held by a [[SpecificMutableRow]].
 *
 * The following code was roughly used to generate these objects:
 * {{{
 * val types = "Int,Float,Boolean,Double,Short,Long,Byte,Any".split(",")
 * types.map {tpe =>
 * s"""
 * final class Mutable$tpe extends MutableValue {
 *   var value: $tpe = 0
 *   def boxed = if (isNull) null else value
 *   def update(v: Any) = value = {
 *     isNull = false
 *     v.asInstanceOf[$tpe]
 *   }
 *   def copy() = {
 *     val newCopy = new Mutable$tpe
 *     newCopy.isNull = isNull
 *     newCopy.value = value
 *     newCopy
 *   }
 * }"""
 * }.foreach(println)
 *
 * types.map { tpe =>
 * s"""
 *   override def set$tpe(ordinal: Int, value: $tpe): Unit = {
 *     val currentValue = values(ordinal).asInstanceOf[Mutable$tpe]
 *     currentValue.isNull = false
 *     currentValue.value = value
 *   }
 *
 *   override def get$tpe(i: Int): $tpe = {
 *     values(i).asInstanceOf[Mutable$tpe].value
 *   }"""
 * }.foreach(println)
 * }}}
 */
abstract class MutableValue extends Serializable {
  var isNull: Boolean = true
  def boxed: Any
  def update(v: Any)
  def copy(): MutableValue
}

final class MutableInt extends MutableValue {
  var value: Int = 0
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = {
    isNull = false
    value = v.asInstanceOf[Int]
  }
  override def copy(): MutableInt = {
    val newCopy = new MutableInt
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

final class MutableFloat extends MutableValue {
  var value: Float = 0
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = {
    isNull = false
    value = v.asInstanceOf[Float]
  }
  override def copy(): MutableFloat = {
    val newCopy = new MutableFloat
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

final class MutableBoolean extends MutableValue {
  var value: Boolean = false
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = {
    isNull = false
    value = v.asInstanceOf[Boolean]
  }
  override def copy(): MutableBoolean = {
    val newCopy = new MutableBoolean
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

final class MutableDouble extends MutableValue {
  var value: Double = 0
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = {
    isNull = false
    value = v.asInstanceOf[Double]
  }
  override def copy(): MutableDouble = {
    val newCopy = new MutableDouble
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

final class MutableShort extends MutableValue {
  var value: Short = 0
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = value = {
    isNull = false
    v.asInstanceOf[Short]
  }
  override def copy(): MutableShort = {
    val newCopy = new MutableShort
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

final class MutableLong extends MutableValue {
  var value: Long = 0
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = value = {
    isNull = false
    v.asInstanceOf[Long]
  }
  override def copy(): MutableLong = {
    val newCopy = new MutableLong
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

final class MutableByte extends MutableValue {
  var value: Byte = 0
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = value = {
    isNull = false
    v.asInstanceOf[Byte]
  }
  override def copy(): MutableByte = {
    val newCopy = new MutableByte
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

final class MutableAny extends MutableValue {
  var value: Any = _
  override def boxed: Any = if (isNull) null else value
  override def update(v: Any): Unit = {
    isNull = false
    value = v.asInstanceOf[Any]
  }
  override def copy(): MutableAny = {
    val newCopy = new MutableAny
    newCopy.isNull = isNull
    newCopy.value = value
    newCopy
  }
}

/**
 * A row type that holds an array specialized container objects, of type [[MutableValue]], chosen
 * based on the dataTypes of each column.  The intent is to decrease garbage when modifying the
 * values of primitive columns.
 */
final class SpecificMutableRow(val values: Array[MutableValue])
  extends MutableRow with BaseGenericInternalRow {

  def this(dataTypes: Seq[DataType]) =
    this(
      dataTypes.map {
        case BooleanType => new MutableBoolean
        case ByteType => new MutableByte
        case ShortType => new MutableShort
        // We use INT for DATE internally
        case IntegerType | DateType => new MutableInt
        // We use Long for Timestamp internally
        case LongType | TimestampType => new MutableLong
        case FloatType => new MutableFloat
        case DoubleType => new MutableDouble
        case _ => new MutableAny
      }.toArray)

  def this() = this(Seq.empty)

  def this(schema: StructType) = this(schema.fields.map(_.dataType))

  override def numFields: Int = values.length

  override def setNullAt(i: Int): Unit = {
    values(i).isNull = true
  }

  override def isNullAt(i: Int): Boolean = values(i).isNull

  override def copy(): InternalRow = {
    val newValues = new Array[Any](values.length)
    var i = 0
    while (i < values.length) {
      newValues(i) = values(i).boxed
      i += 1
    }

    new GenericInternalRow(newValues)
  }

  override protected def genericGet(i: Int): Any = values(i).boxed

  override def update(ordinal: Int, value: Any) {
    if (value == null) {
      setNullAt(ordinal)
    } else {
      values(ordinal).update(value)
    }
  }

  override def setInt(ordinal: Int, value: Int): Unit = {
    val currentValue = values(ordinal).asInstanceOf[MutableInt]
    currentValue.isNull = false
    currentValue.value = value
  }

  override def getInt(i: Int): Int = {
    values(i).asInstanceOf[MutableInt].value
  }

  override def setFloat(ordinal: Int, value: Float): Unit = {
    val currentValue = values(ordinal).asInstanceOf[MutableFloat]
    currentValue.isNull = false
    currentValue.value = value
  }

  override def getFloat(i: Int): Float = {
    values(i).asInstanceOf[MutableFloat].value
  }

  override def setBoolean(ordinal: Int, value: Boolean): Unit = {
    val currentValue = values(ordinal).asInstanceOf[MutableBoolean]
    currentValue.isNull = false
    currentValue.value = value
  }

  override def getBoolean(i: Int): Boolean = {
    values(i).asInstanceOf[MutableBoolean].value
  }

  override def setDouble(ordinal: Int, value: Double): Unit = {
    val currentValue = values(ordinal).asInstanceOf[MutableDouble]
    currentValue.isNull = false
    currentValue.value = value
  }

  override def getDouble(i: Int): Double = {
    values(i).asInstanceOf[MutableDouble].value
  }

  override def setShort(ordinal: Int, value: Short): Unit = {
    val currentValue = values(ordinal).asInstanceOf[MutableShort]
    currentValue.isNull = false
    currentValue.value = value
  }

  override def getShort(i: Int): Short = {
    values(i).asInstanceOf[MutableShort].value
  }

  override def setLong(ordinal: Int, value: Long): Unit = {
    val currentValue = values(ordinal).asInstanceOf[MutableLong]
    currentValue.isNull = false
    currentValue.value = value
  }

  override def getLong(i: Int): Long = {
    values(i).asInstanceOf[MutableLong].value
  }

  override def setByte(ordinal: Int, value: Byte): Unit = {
    val currentValue = values(ordinal).asInstanceOf[MutableByte]
    currentValue.isNull = false
    currentValue.value = value
  }

  override def getByte(i: Int): Byte = {
    values(i).asInstanceOf[MutableByte].value
  }
}