-
Notifications
You must be signed in to change notification settings - Fork 1.3k
/
batch.go
451 lines (415 loc) · 15.3 KB
/
batch.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
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
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
/*
Copyright 2018 Google LLC
Licensed 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 spanner
import (
"bytes"
"context"
"encoding/gob"
"log"
"time"
"cloud.google.com/go/internal/trace"
sppb "cloud.google.com/go/spanner/apiv1/spannerpb"
"github.com/golang/protobuf/proto"
"github.com/googleapis/gax-go/v2"
"google.golang.org/grpc"
"google.golang.org/grpc/metadata"
)
// BatchReadOnlyTransaction is a ReadOnlyTransaction that allows for exporting
// arbitrarily large amounts of data from Cloud Spanner databases.
// BatchReadOnlyTransaction partitions a read/query request. Read/query request
// can then be executed independently over each partition while observing the
// same snapshot of the database. BatchReadOnlyTransaction can also be shared
// across multiple clients by passing around the BatchReadOnlyTransactionID and
// then recreating the transaction using Client.BatchReadOnlyTransactionFromID.
//
// Note: if a client is used only to run partitions, you can
// create it using a ClientConfig with both MinOpened and MaxIdle set to
// zero to avoid creating unnecessary sessions. You can also avoid excess
// gRPC channels by setting ClientConfig.NumChannels to the number of
// concurrently active BatchReadOnlyTransactions you expect to have.
type BatchReadOnlyTransaction struct {
ReadOnlyTransaction
ID BatchReadOnlyTransactionID
}
// BatchReadOnlyTransactionID is a unique identifier for a
// BatchReadOnlyTransaction. It can be used to re-create a
// BatchReadOnlyTransaction on a different machine or process by calling
// Client.BatchReadOnlyTransactionFromID.
type BatchReadOnlyTransactionID struct {
// unique ID for the transaction.
tid transactionID
// sid is the id of the Cloud Spanner session used for this transaction.
sid string
// rts is the read timestamp of this transaction.
rts time.Time
}
// Partition defines a segment of data to be read in a batch read or query. A
// partition can be serialized and processed across several different machines
// or processes.
type Partition struct {
pt []byte
qreq *sppb.ExecuteSqlRequest
rreq *sppb.ReadRequest
}
// PartitionOptions specifies options for a PartitionQueryRequest and
// PartitionReadRequest. See
// https://godoc.org/google.golang.org/genproto/googleapis/spanner/v1#PartitionOptions
// for more details.
type PartitionOptions struct {
// The desired data size for each partition generated.
PartitionBytes int64
// The desired maximum number of partitions to return.
MaxPartitions int64
}
// toProto converts a spanner.PartitionOptions into a sppb.PartitionOptions
func (opt PartitionOptions) toProto() *sppb.PartitionOptions {
return &sppb.PartitionOptions{
PartitionSizeBytes: opt.PartitionBytes,
MaxPartitions: opt.MaxPartitions,
}
}
// PartitionRead returns a list of Partitions that can be used to read rows from
// the database. These partitions can be executed across multiple processes,
// even across different machines. The partition size and count hints can be
// configured using PartitionOptions.
func (t *BatchReadOnlyTransaction) PartitionRead(ctx context.Context, table string, keys KeySet, columns []string, opt PartitionOptions) ([]*Partition, error) {
return t.PartitionReadUsingIndex(ctx, table, "", keys, columns, opt)
}
// PartitionReadWithOptions returns a list of Partitions that can be used to
// read rows from the database. These partitions can be executed across multiple
// processes, even across different machines. The partition size and count hints
// can be configured using PartitionOptions. Pass a ReadOptions to modify the
// read operation.
func (t *BatchReadOnlyTransaction) PartitionReadWithOptions(ctx context.Context, table string, keys KeySet, columns []string, opt PartitionOptions, readOptions ReadOptions) ([]*Partition, error) {
return t.PartitionReadUsingIndexWithOptions(ctx, table, "", keys, columns, opt, t.ReadOnlyTransaction.txReadOnly.ro.merge(readOptions))
}
// PartitionReadUsingIndex returns a list of Partitions that can be used to read
// rows from the database using an index.
func (t *BatchReadOnlyTransaction) PartitionReadUsingIndex(ctx context.Context, table, index string, keys KeySet, columns []string, opt PartitionOptions) ([]*Partition, error) {
return t.PartitionReadUsingIndexWithOptions(ctx, table, index, keys, columns, opt, t.ReadOnlyTransaction.txReadOnly.ro)
}
// PartitionReadUsingIndexWithOptions returns a list of Partitions that can be
// used to read rows from the database using an index. Pass a ReadOptions to
// modify the read operation.
func (t *BatchReadOnlyTransaction) PartitionReadUsingIndexWithOptions(ctx context.Context, table, index string, keys KeySet, columns []string, opt PartitionOptions, readOptions ReadOptions) ([]*Partition, error) {
sh, ts, err := t.acquire(ctx)
if err != nil {
return nil, err
}
sid, client := sh.getID(), sh.getClient()
var (
kset *sppb.KeySet
resp *sppb.PartitionResponse
partitions []*Partition
)
kset, err = keys.keySetProto()
// Request partitions.
if err != nil {
return nil, err
}
var md metadata.MD
resp, err = client.PartitionRead(contextWithOutgoingMetadata(ctx, sh.getMetadata(), t.disableRouteToLeader), &sppb.PartitionReadRequest{
Session: sid,
Transaction: ts,
Table: table,
Index: index,
Columns: columns,
KeySet: kset,
PartitionOptions: opt.toProto(),
}, gax.WithGRPCOptions(grpc.Header(&md)))
if getGFELatencyMetricsFlag() && md != nil && t.ct != nil {
if err := createContextAndCaptureGFELatencyMetrics(ctx, t.ct, md, "PartitionReadUsingIndexWithOptions"); err != nil {
trace.TracePrintf(ctx, nil, "Error in recording GFE Latency. Try disabling and rerunning. Error: %v", err)
}
}
// Prepare ReadRequest.
req := &sppb.ReadRequest{
Session: sid,
Transaction: ts,
Table: table,
Index: index,
Columns: columns,
KeySet: kset,
RequestOptions: createRequestOptions(readOptions.Priority, readOptions.RequestTag, ""),
DataBoostEnabled: readOptions.DataBoostEnabled,
}
// Generate partitions.
for _, p := range resp.GetPartitions() {
partitions = append(partitions, &Partition{
pt: p.PartitionToken,
rreq: req,
})
}
return partitions, err
}
// PartitionQuery returns a list of Partitions that can be used to execute a
// query against the database.
func (t *BatchReadOnlyTransaction) PartitionQuery(ctx context.Context, statement Statement, opt PartitionOptions) ([]*Partition, error) {
return t.partitionQuery(ctx, statement, opt, t.ReadOnlyTransaction.txReadOnly.qo)
}
// PartitionQueryWithOptions returns a list of Partitions that can be used to
// execute a query against the database. The sql query execution will be
// optimized based on the given query options.
func (t *BatchReadOnlyTransaction) PartitionQueryWithOptions(ctx context.Context, statement Statement, opt PartitionOptions, qOpts QueryOptions) ([]*Partition, error) {
return t.partitionQuery(ctx, statement, opt, t.ReadOnlyTransaction.txReadOnly.qo.merge(qOpts))
}
func (t *BatchReadOnlyTransaction) partitionQuery(ctx context.Context, statement Statement, opt PartitionOptions, qOpts QueryOptions) ([]*Partition, error) {
sh, ts, err := t.acquire(ctx)
if err != nil {
return nil, err
}
sid, client := sh.getID(), sh.getClient()
params, paramTypes, err := statement.convertParams()
if err != nil {
return nil, err
}
var md metadata.MD
// request Partitions
req := &sppb.PartitionQueryRequest{
Session: sid,
Transaction: ts,
Sql: statement.SQL,
PartitionOptions: opt.toProto(),
Params: params,
ParamTypes: paramTypes,
}
resp, err := client.PartitionQuery(contextWithOutgoingMetadata(ctx, sh.getMetadata(), t.disableRouteToLeader), req, gax.WithGRPCOptions(grpc.Header(&md)))
if getGFELatencyMetricsFlag() && md != nil && t.ct != nil {
if err := createContextAndCaptureGFELatencyMetrics(ctx, t.ct, md, "partitionQuery"); err != nil {
trace.TracePrintf(ctx, nil, "Error in recording GFE Latency. Try disabling and rerunning. Error: %v", err)
}
}
// prepare ExecuteSqlRequest
r := &sppb.ExecuteSqlRequest{
Session: sid,
Transaction: ts,
Sql: statement.SQL,
Params: params,
ParamTypes: paramTypes,
QueryOptions: qOpts.Options,
RequestOptions: createRequestOptions(qOpts.Priority, qOpts.RequestTag, ""),
DataBoostEnabled: qOpts.DataBoostEnabled,
}
// generate Partitions
var partitions []*Partition
for _, p := range resp.GetPartitions() {
partitions = append(partitions, &Partition{
pt: p.PartitionToken,
qreq: r,
})
}
return partitions, err
}
// release implements txReadEnv.release, noop.
func (t *BatchReadOnlyTransaction) release(err error) {
}
// setTimestamp implements txReadEnv.setTimestamp, noop.
//
// read timestamp is ready on txn initialization, avoid contending writing to it
// with future partitions.
func (t *BatchReadOnlyTransaction) setTimestamp(ts time.Time) {
}
// Close marks the txn as closed.
func (t *BatchReadOnlyTransaction) Close() {
t.mu.Lock()
defer t.mu.Unlock()
t.state = txClosed
}
// Cleanup cleans up all the resources used by this transaction and makes
// it unusable. Once this method is invoked, the transaction is no longer
// usable anywhere, including other clients/processes with which this
// transaction was shared.
//
// Calling Cleanup is optional, but recommended. If Cleanup is not called, the
// transaction's resources will be freed when the session expires on the backend
// and is deleted. For more information about recycled sessions, see
// https://cloud.google.com/spanner/docs/sessions.
func (t *BatchReadOnlyTransaction) Cleanup(ctx context.Context) {
t.Close()
t.mu.Lock()
defer t.mu.Unlock()
sh := t.sh
if sh == nil {
return
}
t.sh = nil
sid, client := sh.getID(), sh.getClient()
var md metadata.MD
err := client.DeleteSession(contextWithOutgoingMetadata(ctx, sh.getMetadata(), true), &sppb.DeleteSessionRequest{Name: sid}, gax.WithGRPCOptions(grpc.Header(&md)))
if getGFELatencyMetricsFlag() && md != nil && t.ct != nil {
if err := createContextAndCaptureGFELatencyMetrics(ctx, t.ct, md, "Cleanup"); err != nil {
trace.TracePrintf(ctx, nil, "Error in recording GFE Latency. Try disabling and rerunning. Error: %v", err)
}
}
if err != nil {
var logger *log.Logger
if sh.session != nil {
logger = sh.session.logger
}
logf(logger, "Failed to delete session %v. Error: %v", sid, err)
}
}
// Execute runs a single Partition obtained from PartitionRead or
// PartitionQuery.
func (t *BatchReadOnlyTransaction) Execute(ctx context.Context, p *Partition) *RowIterator {
var (
sh *sessionHandle
err error
rpc func(ct context.Context, resumeToken []byte) (streamingReceiver, error)
)
if sh, _, err = t.acquire(ctx); err != nil {
return &RowIterator{err: err}
}
client := sh.getClient()
if client == nil {
// Might happen if transaction is closed in the middle of a API call.
return &RowIterator{err: errSessionClosed(sh)}
}
// Read or query partition.
if p.rreq != nil {
rpc = func(ctx context.Context, resumeToken []byte) (streamingReceiver, error) {
client, err := client.StreamingRead(ctx, &sppb.ReadRequest{
Session: p.rreq.Session,
Transaction: p.rreq.Transaction,
Table: p.rreq.Table,
Index: p.rreq.Index,
Columns: p.rreq.Columns,
KeySet: p.rreq.KeySet,
PartitionToken: p.pt,
RequestOptions: p.rreq.RequestOptions,
ResumeToken: resumeToken,
DataBoostEnabled: p.rreq.DataBoostEnabled,
})
if err != nil {
return client, err
}
md, err := client.Header()
if getGFELatencyMetricsFlag() && md != nil && t.ct != nil {
if err := createContextAndCaptureGFELatencyMetrics(ctx, t.ct, md, "Execute"); err != nil {
trace.TracePrintf(ctx, nil, "Error in recording GFE Latency. Try disabling and rerunning. Error: %v", err)
}
}
return client, err
}
} else {
rpc = func(ctx context.Context, resumeToken []byte) (streamingReceiver, error) {
client, err := client.ExecuteStreamingSql(ctx, &sppb.ExecuteSqlRequest{
Session: p.qreq.Session,
Transaction: p.qreq.Transaction,
Sql: p.qreq.Sql,
Params: p.qreq.Params,
ParamTypes: p.qreq.ParamTypes,
QueryOptions: p.qreq.QueryOptions,
PartitionToken: p.pt,
RequestOptions: p.qreq.RequestOptions,
ResumeToken: resumeToken,
DataBoostEnabled: p.qreq.DataBoostEnabled,
})
if err != nil {
return client, err
}
md, err := client.Header()
if getGFELatencyMetricsFlag() && md != nil && t.ct != nil {
if err := createContextAndCaptureGFELatencyMetrics(ctx, t.ct, md, "Execute"); err != nil {
trace.TracePrintf(ctx, nil, "Error in recording GFE Latency. Try disabling and rerunning. Error: %v", err)
}
}
return client, err
}
}
return stream(
contextWithOutgoingMetadata(ctx, sh.getMetadata(), t.disableRouteToLeader),
sh.session.logger,
rpc,
t.setTimestamp,
t.release)
}
// MarshalBinary implements BinaryMarshaler.
func (tid BatchReadOnlyTransactionID) MarshalBinary() (data []byte, err error) {
var buf bytes.Buffer
enc := gob.NewEncoder(&buf)
if err := enc.Encode(tid.tid); err != nil {
return nil, err
}
if err := enc.Encode(tid.sid); err != nil {
return nil, err
}
if err := enc.Encode(tid.rts); err != nil {
return nil, err
}
return buf.Bytes(), nil
}
// UnmarshalBinary implements BinaryUnmarshaler.
func (tid *BatchReadOnlyTransactionID) UnmarshalBinary(data []byte) error {
dec := gob.NewDecoder(bytes.NewReader(data))
if err := dec.Decode(&tid.tid); err != nil {
return err
}
if err := dec.Decode(&tid.sid); err != nil {
return err
}
return dec.Decode(&tid.rts)
}
// MarshalBinary implements BinaryMarshaler.
func (p Partition) MarshalBinary() (data []byte, err error) {
var buf bytes.Buffer
enc := gob.NewEncoder(&buf)
if err := enc.Encode(p.pt); err != nil {
return nil, err
}
var isReadPartition bool
var req proto.Message
if p.rreq != nil {
isReadPartition = true
req = p.rreq
} else {
isReadPartition = false
req = p.qreq
}
if err := enc.Encode(isReadPartition); err != nil {
return nil, err
}
if data, err = proto.Marshal(req); err != nil {
return nil, err
}
if err := enc.Encode(data); err != nil {
return nil, err
}
return buf.Bytes(), nil
}
// UnmarshalBinary implements BinaryUnmarshaler.
func (p *Partition) UnmarshalBinary(data []byte) error {
var (
isReadPartition bool
d []byte
err error
)
dec := gob.NewDecoder(bytes.NewReader(data))
if err := dec.Decode(&p.pt); err != nil {
return err
}
if err := dec.Decode(&isReadPartition); err != nil {
return err
}
if err := dec.Decode(&d); err != nil {
return err
}
if isReadPartition {
p.rreq = &sppb.ReadRequest{}
err = proto.Unmarshal(d, p.rreq)
} else {
p.qreq = &sppb.ExecuteSqlRequest{}
err = proto.Unmarshal(d, p.qreq)
}
return err
}