-
Notifications
You must be signed in to change notification settings - Fork 3.8k
/
vec.go
329 lines (296 loc) · 9.08 KB
/
vec.go
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
// Copyright 2018 The Cockroach Authors.
//
// Use of this software is governed by the Business Source License
// included in the file licenses/BSL.txt.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0, included in the file
// licenses/APL.txt.
// Package coldata exposes utilities for handling columnarized data.
package coldata
import (
"fmt"
"github.com/cockroachdb/cockroach/pkg/col/typeconv"
"github.com/cockroachdb/cockroach/pkg/sql/types"
)
// Column is an interface that represents a raw array of a Go native type.
type Column interface {
// Len returns the number of elements in the Column.
Len() int
}
// SliceArgs represents the arguments passed in to Vec.Append and Nulls.set.
type SliceArgs struct {
// Src is the data being appended.
Src *Vec
// Sel is an optional slice specifying indices to append to the destination
// slice. Note that Src{Start,End}Idx apply to Sel.
Sel []int
// DestIdx is the first index that Append will append to.
DestIdx int
// SrcStartIdx is the index of the first element in Src that Append will
// append.
SrcStartIdx int
// SrcEndIdx is the exclusive end index of Src. i.e. the element in the index
// before SrcEndIdx is the last element appended to the destination slice,
// similar to Src[SrcStartIdx:SrcEndIdx].
SrcEndIdx int
}
// Vec is a column vector that's accessible by Go native types.
// TODO(yuzefovich): consider storing / passing vectors by value rather than
// pointer.
type Vec struct {
t *types.T
canonicalTypeFamily types.Family
col Column
nulls Nulls
}
// ColumnFactory is an interface that can construct columns for Batches.
type ColumnFactory interface {
MakeColumn(t *types.T, length int) Column
// MakeColumns batch-allocates columns of the given type and the given
// length. Note that datum-backed vectors will be incomplete - the caller
// must set the correct type on each one.
MakeColumns(columns []Column, t *types.T, length int)
}
type defaultColumnFactory struct{}
// StandardColumnFactory is a factory that produces columns of types that are
// explicitly supported by the vectorized engine (i.e. not datum-backed).
var StandardColumnFactory ColumnFactory = &defaultColumnFactory{}
func (cf *defaultColumnFactory) MakeColumn(t *types.T, length int) Column {
switch canonicalTypeFamily := typeconv.TypeFamilyToCanonicalTypeFamily(t.Family()); canonicalTypeFamily {
case types.BoolFamily:
return make(Bools, length)
case types.BytesFamily:
return NewBytes(length)
case types.IntFamily:
switch t.Width() {
case 16:
return make(Int16s, length)
case 32:
return make(Int32s, length)
case 0, 64:
return make(Int64s, length)
default:
panic(fmt.Sprintf("unexpected integer width: %d", t.Width()))
}
case types.FloatFamily:
return make(Float64s, length)
case types.DecimalFamily:
return make(Decimals, length)
case types.TimestampTZFamily:
return make(Times, length)
case types.IntervalFamily:
return make(Durations, length)
case types.JsonFamily:
return NewJSONs(length)
default:
panic(fmt.Sprintf("StandardColumnFactory doesn't support %s", t))
}
}
func (cf *defaultColumnFactory) MakeColumns(columns []Column, t *types.T, length int) {
allocLength := len(columns) * length
switch canonicalTypeFamily := typeconv.TypeFamilyToCanonicalTypeFamily(t.Family()); canonicalTypeFamily {
case types.BoolFamily:
alloc := make(Bools, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
case types.BytesFamily:
alloc := make([]element, allocLength)
wrapperAlloc := make([]Bytes, len(columns))
for i := range columns {
wrapperAlloc[i].elements = alloc[:length:length]
columns[i] = &wrapperAlloc[i]
alloc = alloc[length:]
}
case types.IntFamily:
switch t.Width() {
case 16:
alloc := make(Int16s, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
case 32:
alloc := make(Int32s, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
case 0, 64:
alloc := make(Int64s, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
default:
panic(fmt.Sprintf("unexpected integer width: %d", t.Width()))
}
case types.FloatFamily:
alloc := make(Float64s, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
case types.DecimalFamily:
alloc := make(Decimals, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
case types.TimestampTZFamily:
alloc := make(Times, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
case types.IntervalFamily:
alloc := make(Durations, allocLength)
for i := range columns {
columns[i] = alloc[:length:length]
alloc = alloc[length:]
}
case types.JsonFamily:
alloc := make([]element, allocLength)
wrapperAlloc := make([]JSONs, len(columns))
for i := range columns {
wrapperAlloc[i].elements = alloc[:length:length]
columns[i] = &wrapperAlloc[i]
alloc = alloc[length:]
}
default:
panic(fmt.Sprintf("StandardColumnFactory doesn't support %s", t))
}
}
// NewVec returns a new Vec, initialized with a length using the given column
// factory.
func NewVec(t *types.T, length int, factory ColumnFactory) *Vec {
return &Vec{
t: t,
canonicalTypeFamily: typeconv.TypeFamilyToCanonicalTypeFamily(t.Family()),
col: factory.MakeColumn(t, length),
nulls: NewNulls(length),
}
}
// Type returns the type of data stored in this Vec. Consider whether
// CanonicalTypeFamily() should be used instead.
func (v *Vec) Type() *types.T {
return v.t
}
// CanonicalTypeFamily returns the canonical type family of data stored in this
// Vec.
func (v *Vec) CanonicalTypeFamily() types.Family {
return v.canonicalTypeFamily
}
// SetCol sets the member column (in the case of mutable columns).
func (v *Vec) SetCol(col Column) {
v.col = col
}
// Bool returns a bool list.
func (v *Vec) Bool() Bools {
return v.col.(Bools)
}
// Int16 returns an int16 slice.
func (v *Vec) Int16() Int16s {
return v.col.(Int16s)
}
// Int32 returns an int32 slice.
func (v *Vec) Int32() Int32s {
return v.col.(Int32s)
}
// Int64 returns an int64 slice.
func (v *Vec) Int64() Int64s {
return v.col.(Int64s)
}
// Float64 returns a float64 slice.
func (v *Vec) Float64() Float64s {
return v.col.(Float64s)
}
// Bytes returns a flat Bytes representation.
func (v *Vec) Bytes() *Bytes {
return v.col.(*Bytes)
}
// Decimal returns an apd.Decimal slice.
func (v *Vec) Decimal() Decimals {
return v.col.(Decimals)
}
// Timestamp returns a time.Time slice.
func (v *Vec) Timestamp() Times {
return v.col.(Times)
}
// Interval returns a duration.Duration slice.
func (v *Vec) Interval() Durations {
return v.col.(Durations)
}
// JSON returns a vector of JSONs.
func (v *Vec) JSON() *JSONs {
return v.col.(*JSONs)
}
// Datum returns a vector of Datums.
func (v *Vec) Datum() DatumVec {
return v.col.(DatumVec)
}
// Col returns the raw, typeless backing storage for this Vec.
func (v *Vec) Col() Column {
return v.col
}
// TemplateType returns an []interface{} and is used for operator templates.
// Do not call this from normal code - it'll always panic.
func (v *Vec) TemplateType() []interface{} {
panic("don't call this from non template code")
}
// MaybeHasNulls returns true if the column possibly has any null values, and
// returns false if the column definitely has no null values.
func (v *Vec) MaybeHasNulls() bool {
return v.nulls.maybeHasNulls
}
// Nulls returns the nulls vector for the column.
func (v *Vec) Nulls() *Nulls {
return &v.nulls
}
// SetNulls sets the nulls vector for this column.
func (v *Vec) SetNulls(n Nulls) {
v.nulls = n
}
// Length returns the length of the slice that is underlying this Vec.
func (v *Vec) Length() int {
return v.col.Len()
}
// Capacity returns the capacity of the Golang's slice that is underlying
// this Vec. Note that if there is no "slice" (like in case of flat bytes),
// then "capacity" of such object is equal to the number of elements.
func (v *Vec) Capacity() int {
switch v.CanonicalTypeFamily() {
case types.BoolFamily:
return cap(v.col.(Bools))
case types.BytesFamily:
return v.Bytes().Len()
case types.IntFamily:
switch v.t.Width() {
case 16:
return cap(v.col.(Int16s))
case 32:
return cap(v.col.(Int32s))
case 0, 64:
return cap(v.col.(Int64s))
default:
panic(fmt.Sprintf("unexpected int width: %d", v.t.Width()))
}
case types.FloatFamily:
return cap(v.col.(Float64s))
case types.DecimalFamily:
return cap(v.col.(Decimals))
case types.TimestampTZFamily:
return cap(v.col.(Times))
case types.IntervalFamily:
return cap(v.col.(Durations))
case types.JsonFamily:
return v.JSON().Len()
case typeconv.DatumVecCanonicalTypeFamily:
return v.col.(DatumVec).Cap()
default:
panic(fmt.Sprintf("unhandled type %s", v.t))
}
}