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restic/vendor/cloud.google.com/go/bigquery/service.go
2017-09-13 14:09:48 +02:00

835 lines
25 KiB
Go

// Copyright 2015 Google Inc. All Rights Reserved.
//
// 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 bigquery
import (
"errors"
"fmt"
"io"
"net/http"
"time"
"cloud.google.com/go/internal"
"cloud.google.com/go/internal/optional"
"cloud.google.com/go/internal/version"
gax "github.com/googleapis/gax-go"
"golang.org/x/net/context"
bq "google.golang.org/api/bigquery/v2"
"google.golang.org/api/googleapi"
)
// service provides an internal abstraction to isolate the generated
// BigQuery API; most of this package uses this interface instead.
// The single implementation, *bigqueryService, contains all the knowledge
// of the generated BigQuery API.
type service interface {
// Jobs
insertJob(ctx context.Context, projectId string, conf *insertJobConf) (*Job, error)
getJob(ctx context.Context, projectId, jobID string) (*Job, error)
jobCancel(ctx context.Context, projectId, jobID string) error
jobStatus(ctx context.Context, projectId, jobID string) (*JobStatus, error)
// Tables
createTable(ctx context.Context, conf *createTableConf) error
getTableMetadata(ctx context.Context, projectID, datasetID, tableID string) (*TableMetadata, error)
deleteTable(ctx context.Context, projectID, datasetID, tableID string) error
// listTables returns a page of Tables and a next page token. Note: the Tables do not have their c field populated.
listTables(ctx context.Context, projectID, datasetID string, pageSize int, pageToken string) ([]*Table, string, error)
patchTable(ctx context.Context, projectID, datasetID, tableID string, conf *patchTableConf, etag string) (*TableMetadata, error)
// Table data
readTabledata(ctx context.Context, conf *readTableConf, pageToken string) (*readDataResult, error)
insertRows(ctx context.Context, projectID, datasetID, tableID string, rows []*insertionRow, conf *insertRowsConf) error
// Datasets
insertDataset(ctx context.Context, datasetID, projectID string) error
deleteDataset(ctx context.Context, datasetID, projectID string) error
getDatasetMetadata(ctx context.Context, projectID, datasetID string) (*DatasetMetadata, error)
patchDataset(ctx context.Context, projectID, datasetID string, dm *DatasetMetadataToUpdate, etag string) (*DatasetMetadata, error)
// Misc
// Waits for a query to complete.
waitForQuery(ctx context.Context, projectID, jobID string) (Schema, error)
// listDatasets returns a page of Datasets and a next page token. Note: the Datasets do not have their c field populated.
listDatasets(ctx context.Context, projectID string, maxResults int, pageToken string, all bool, filter string) ([]*Dataset, string, error)
}
var xGoogHeader = fmt.Sprintf("gl-go/%s gccl/%s", version.Go(), version.Repo)
func setClientHeader(headers http.Header) {
headers.Set("x-goog-api-client", xGoogHeader)
}
type bigqueryService struct {
s *bq.Service
}
func newBigqueryService(client *http.Client, endpoint string) (*bigqueryService, error) {
s, err := bq.New(client)
if err != nil {
return nil, fmt.Errorf("constructing bigquery client: %v", err)
}
s.BasePath = endpoint
return &bigqueryService{s: s}, nil
}
// getPages calls the supplied getPage function repeatedly until there are no pages left to get.
// token is the token of the initial page to start from. Use an empty string to start from the beginning.
func getPages(token string, getPage func(token string) (nextToken string, err error)) error {
for {
var err error
token, err = getPage(token)
if err != nil {
return err
}
if token == "" {
return nil
}
}
}
type insertJobConf struct {
job *bq.Job
media io.Reader
}
// Calls the Jobs.Insert RPC and returns a Job. Callers must set the returned Job's
// client.
func (s *bigqueryService) insertJob(ctx context.Context, projectID string, conf *insertJobConf) (*Job, error) {
call := s.s.Jobs.Insert(projectID, conf.job).Context(ctx)
setClientHeader(call.Header())
if conf.media != nil {
call.Media(conf.media)
}
var res *bq.Job
var err error
invoke := func() error {
res, err = call.Do()
return err
}
// A job with a client-generated ID can be retried; the presence of the
// ID makes the insert operation idempotent.
// We don't retry if there is media, because it is an io.Reader. We'd
// have to read the contents and keep it in memory, and that could be expensive.
// TODO(jba): Look into retrying if media != nil.
if conf.job.JobReference != nil && conf.media == nil {
err = runWithRetry(ctx, invoke)
} else {
err = invoke()
}
if err != nil {
return nil, err
}
var dt *bq.TableReference
if qc := res.Configuration.Query; qc != nil {
dt = qc.DestinationTable
}
return &Job{
projectID: projectID,
jobID: res.JobReference.JobId,
destinationTable: dt,
}, nil
}
type pagingConf struct {
recordsPerRequest int64
setRecordsPerRequest bool
startIndex uint64
}
type readTableConf struct {
projectID, datasetID, tableID string
paging pagingConf
schema Schema // lazily initialized when the first page of data is fetched.
}
func (conf *readTableConf) fetch(ctx context.Context, s service, token string) (*readDataResult, error) {
return s.readTabledata(ctx, conf, token)
}
func (conf *readTableConf) setPaging(pc *pagingConf) { conf.paging = *pc }
type readDataResult struct {
pageToken string
rows [][]Value
totalRows uint64
schema Schema
}
func (s *bigqueryService) readTabledata(ctx context.Context, conf *readTableConf, pageToken string) (*readDataResult, error) {
// Prepare request to fetch one page of table data.
req := s.s.Tabledata.List(conf.projectID, conf.datasetID, conf.tableID)
setClientHeader(req.Header())
if pageToken != "" {
req.PageToken(pageToken)
} else {
req.StartIndex(conf.paging.startIndex)
}
if conf.paging.setRecordsPerRequest {
req.MaxResults(conf.paging.recordsPerRequest)
}
// Fetch the table schema in the background, if necessary.
errc := make(chan error, 1)
if conf.schema != nil {
errc <- nil
} else {
go func() {
var t *bq.Table
err := runWithRetry(ctx, func() (err error) {
t, err = s.s.Tables.Get(conf.projectID, conf.datasetID, conf.tableID).
Fields("schema").
Context(ctx).
Do()
return err
})
if err == nil && t.Schema != nil {
conf.schema = convertTableSchema(t.Schema)
}
errc <- err
}()
}
var res *bq.TableDataList
err := runWithRetry(ctx, func() (err error) {
res, err = req.Context(ctx).Do()
return err
})
if err != nil {
return nil, err
}
err = <-errc
if err != nil {
return nil, err
}
result := &readDataResult{
pageToken: res.PageToken,
totalRows: uint64(res.TotalRows),
schema: conf.schema,
}
result.rows, err = convertRows(res.Rows, conf.schema)
if err != nil {
return nil, err
}
return result, nil
}
func (s *bigqueryService) waitForQuery(ctx context.Context, projectID, jobID string) (Schema, error) {
// Use GetQueryResults only to wait for completion, not to read results.
req := s.s.Jobs.GetQueryResults(projectID, jobID).Context(ctx).MaxResults(0)
setClientHeader(req.Header())
backoff := gax.Backoff{
Initial: 1 * time.Second,
Multiplier: 2,
Max: 60 * time.Second,
}
var res *bq.GetQueryResultsResponse
err := internal.Retry(ctx, backoff, func() (stop bool, err error) {
res, err = req.Do()
if err != nil {
return !retryableError(err), err
}
if !res.JobComplete { // GetQueryResults may return early without error; retry.
return false, nil
}
return true, nil
})
if err != nil {
return nil, err
}
return convertTableSchema(res.Schema), nil
}
type insertRowsConf struct {
templateSuffix string
ignoreUnknownValues bool
skipInvalidRows bool
}
func (s *bigqueryService) insertRows(ctx context.Context, projectID, datasetID, tableID string, rows []*insertionRow, conf *insertRowsConf) error {
req := &bq.TableDataInsertAllRequest{
TemplateSuffix: conf.templateSuffix,
IgnoreUnknownValues: conf.ignoreUnknownValues,
SkipInvalidRows: conf.skipInvalidRows,
}
for _, row := range rows {
m := make(map[string]bq.JsonValue)
for k, v := range row.Row {
m[k] = bq.JsonValue(v)
}
req.Rows = append(req.Rows, &bq.TableDataInsertAllRequestRows{
InsertId: row.InsertID,
Json: m,
})
}
call := s.s.Tabledata.InsertAll(projectID, datasetID, tableID, req).Context(ctx)
setClientHeader(call.Header())
var res *bq.TableDataInsertAllResponse
err := runWithRetry(ctx, func() (err error) {
res, err = call.Do()
return err
})
if err != nil {
return err
}
if len(res.InsertErrors) == 0 {
return nil
}
var errs PutMultiError
for _, e := range res.InsertErrors {
if int(e.Index) > len(rows) {
return fmt.Errorf("internal error: unexpected row index: %v", e.Index)
}
rie := RowInsertionError{
InsertID: rows[e.Index].InsertID,
RowIndex: int(e.Index),
}
for _, errp := range e.Errors {
rie.Errors = append(rie.Errors, errorFromErrorProto(errp))
}
errs = append(errs, rie)
}
return errs
}
func (s *bigqueryService) getJob(ctx context.Context, projectID, jobID string) (*Job, error) {
job, err := s.getJobInternal(ctx, projectID, jobID, "configuration")
if err != nil {
return nil, err
}
var isQuery bool
var dest *bq.TableReference
if job.Configuration.Query != nil {
isQuery = true
dest = job.Configuration.Query.DestinationTable
}
return &Job{
projectID: projectID,
jobID: jobID,
isQuery: isQuery,
destinationTable: dest,
}, nil
}
func (s *bigqueryService) jobStatus(ctx context.Context, projectID, jobID string) (*JobStatus, error) {
job, err := s.getJobInternal(ctx, projectID, jobID, "status", "statistics")
if err != nil {
return nil, err
}
st, err := jobStatusFromProto(job.Status)
if err != nil {
return nil, err
}
st.Statistics = jobStatisticsFromProto(job.Statistics)
return st, nil
}
func (s *bigqueryService) getJobInternal(ctx context.Context, projectID, jobID string, fields ...googleapi.Field) (*bq.Job, error) {
var job *bq.Job
call := s.s.Jobs.Get(projectID, jobID).
Fields(fields...).
Context(ctx)
setClientHeader(call.Header())
err := runWithRetry(ctx, func() (err error) {
job, err = call.Do()
return err
})
if err != nil {
return nil, err
}
return job, nil
}
func (s *bigqueryService) jobCancel(ctx context.Context, projectID, jobID string) error {
// Jobs.Cancel returns a job entity, but the only relevant piece of
// data it may contain (the status of the job) is unreliable. From the
// docs: "This call will return immediately, and the client will need
// to poll for the job status to see if the cancel completed
// successfully". So it would be misleading to return a status.
call := s.s.Jobs.Cancel(projectID, jobID).
Fields(). // We don't need any of the response data.
Context(ctx)
setClientHeader(call.Header())
return runWithRetry(ctx, func() error {
_, err := call.Do()
return err
})
}
var stateMap = map[string]State{"PENDING": Pending, "RUNNING": Running, "DONE": Done}
func jobStatusFromProto(status *bq.JobStatus) (*JobStatus, error) {
state, ok := stateMap[status.State]
if !ok {
return nil, fmt.Errorf("unexpected job state: %v", status.State)
}
newStatus := &JobStatus{
State: state,
err: nil,
}
if err := errorFromErrorProto(status.ErrorResult); state == Done && err != nil {
newStatus.err = err
}
for _, ep := range status.Errors {
newStatus.Errors = append(newStatus.Errors, errorFromErrorProto(ep))
}
return newStatus, nil
}
func jobStatisticsFromProto(s *bq.JobStatistics) *JobStatistics {
js := &JobStatistics{
CreationTime: unixMillisToTime(s.CreationTime),
StartTime: unixMillisToTime(s.StartTime),
EndTime: unixMillisToTime(s.EndTime),
TotalBytesProcessed: s.TotalBytesProcessed,
}
switch {
case s.Extract != nil:
js.Details = &ExtractStatistics{
DestinationURIFileCounts: []int64(s.Extract.DestinationUriFileCounts),
}
case s.Load != nil:
js.Details = &LoadStatistics{
InputFileBytes: s.Load.InputFileBytes,
InputFiles: s.Load.InputFiles,
OutputBytes: s.Load.OutputBytes,
OutputRows: s.Load.OutputRows,
}
case s.Query != nil:
var names []string
for _, qp := range s.Query.UndeclaredQueryParameters {
names = append(names, qp.Name)
}
var tables []*Table
for _, tr := range s.Query.ReferencedTables {
tables = append(tables, convertTableReference(tr))
}
js.Details = &QueryStatistics{
BillingTier: s.Query.BillingTier,
CacheHit: s.Query.CacheHit,
StatementType: s.Query.StatementType,
TotalBytesBilled: s.Query.TotalBytesBilled,
TotalBytesProcessed: s.Query.TotalBytesProcessed,
NumDMLAffectedRows: s.Query.NumDmlAffectedRows,
QueryPlan: queryPlanFromProto(s.Query.QueryPlan),
Schema: convertTableSchema(s.Query.Schema),
ReferencedTables: tables,
UndeclaredQueryParameterNames: names,
}
}
return js
}
func queryPlanFromProto(stages []*bq.ExplainQueryStage) []*ExplainQueryStage {
var res []*ExplainQueryStage
for _, s := range stages {
var steps []*ExplainQueryStep
for _, p := range s.Steps {
steps = append(steps, &ExplainQueryStep{
Kind: p.Kind,
Substeps: p.Substeps,
})
}
res = append(res, &ExplainQueryStage{
ComputeRatioAvg: s.ComputeRatioAvg,
ComputeRatioMax: s.ComputeRatioMax,
ID: s.Id,
Name: s.Name,
ReadRatioAvg: s.ReadRatioAvg,
ReadRatioMax: s.ReadRatioMax,
RecordsRead: s.RecordsRead,
RecordsWritten: s.RecordsWritten,
Status: s.Status,
Steps: steps,
WaitRatioAvg: s.WaitRatioAvg,
WaitRatioMax: s.WaitRatioMax,
WriteRatioAvg: s.WriteRatioAvg,
WriteRatioMax: s.WriteRatioMax,
})
}
return res
}
// listTables returns a subset of tables that belong to a dataset, and a token for fetching the next subset.
func (s *bigqueryService) listTables(ctx context.Context, projectID, datasetID string, pageSize int, pageToken string) ([]*Table, string, error) {
var tables []*Table
req := s.s.Tables.List(projectID, datasetID).
PageToken(pageToken).
Context(ctx)
setClientHeader(req.Header())
if pageSize > 0 {
req.MaxResults(int64(pageSize))
}
var res *bq.TableList
err := runWithRetry(ctx, func() (err error) {
res, err = req.Do()
return err
})
if err != nil {
return nil, "", err
}
for _, t := range res.Tables {
tables = append(tables, convertTableReference(t.TableReference))
}
return tables, res.NextPageToken, nil
}
type createTableConf struct {
projectID, datasetID, tableID string
expiration time.Time
viewQuery string
schema *bq.TableSchema
useStandardSQL bool
useLegacySQL bool
timePartitioning *TimePartitioning
}
// createTable creates a table in the BigQuery service.
// expiration is an optional time after which the table will be deleted and its storage reclaimed.
// If viewQuery is non-empty, the created table will be of type VIEW.
// Note: expiration can only be set during table creation.
// Note: after table creation, a view can be modified only if its table was initially created with a view.
func (s *bigqueryService) createTable(ctx context.Context, conf *createTableConf) error {
if conf.useStandardSQL && conf.useLegacySQL {
return errors.New("bigquery: cannot provide both UseStandardSQL and UseLegacySQL")
}
table := &bq.Table{
// TODO(jba): retry? Is this always idempotent?
TableReference: &bq.TableReference{
ProjectId: conf.projectID,
DatasetId: conf.datasetID,
TableId: conf.tableID,
},
}
if !conf.expiration.IsZero() {
table.ExpirationTime = conf.expiration.UnixNano() / 1e6
}
// TODO(jba): make it impossible to provide both a view query and a schema.
if conf.viewQuery != "" {
table.View = &bq.ViewDefinition{
Query: conf.viewQuery,
}
if conf.useStandardSQL {
table.View.UseLegacySql = false
table.View.ForceSendFields = append(table.View.ForceSendFields, "UseLegacySql")
}
if conf.useLegacySQL {
table.View.UseLegacySql = true
}
}
if conf.schema != nil {
table.Schema = conf.schema
}
if conf.timePartitioning != nil {
table.TimePartitioning = &bq.TimePartitioning{
Type: "DAY",
ExpirationMs: int64(conf.timePartitioning.Expiration.Seconds() * 1000),
}
}
req := s.s.Tables.Insert(conf.projectID, conf.datasetID, table).Context(ctx)
setClientHeader(req.Header())
_, err := req.Do()
return err
}
func (s *bigqueryService) getTableMetadata(ctx context.Context, projectID, datasetID, tableID string) (*TableMetadata, error) {
req := s.s.Tables.Get(projectID, datasetID, tableID).Context(ctx)
setClientHeader(req.Header())
var table *bq.Table
err := runWithRetry(ctx, func() (err error) {
table, err = req.Do()
return err
})
if err != nil {
return nil, err
}
return bqTableToMetadata(table), nil
}
func (s *bigqueryService) deleteTable(ctx context.Context, projectID, datasetID, tableID string) error {
req := s.s.Tables.Delete(projectID, datasetID, tableID).Context(ctx)
setClientHeader(req.Header())
return runWithRetry(ctx, func() error { return req.Do() })
}
func bqTableToMetadata(t *bq.Table) *TableMetadata {
md := &TableMetadata{
Description: t.Description,
Name: t.FriendlyName,
Type: TableType(t.Type),
ID: t.Id,
NumBytes: t.NumBytes,
NumRows: t.NumRows,
ExpirationTime: unixMillisToTime(t.ExpirationTime),
CreationTime: unixMillisToTime(t.CreationTime),
LastModifiedTime: unixMillisToTime(int64(t.LastModifiedTime)),
ETag: t.Etag,
}
if t.Schema != nil {
md.Schema = convertTableSchema(t.Schema)
}
if t.View != nil {
md.View = t.View.Query
}
if t.TimePartitioning != nil {
md.TimePartitioning = &TimePartitioning{
Expiration: time.Duration(t.TimePartitioning.ExpirationMs) * time.Millisecond,
}
}
if t.StreamingBuffer != nil {
md.StreamingBuffer = &StreamingBuffer{
EstimatedBytes: t.StreamingBuffer.EstimatedBytes,
EstimatedRows: t.StreamingBuffer.EstimatedRows,
OldestEntryTime: unixMillisToTime(int64(t.StreamingBuffer.OldestEntryTime)),
}
}
return md
}
func bqDatasetToMetadata(d *bq.Dataset) *DatasetMetadata {
/// TODO(jba): access
return &DatasetMetadata{
CreationTime: unixMillisToTime(d.CreationTime),
LastModifiedTime: unixMillisToTime(d.LastModifiedTime),
DefaultTableExpiration: time.Duration(d.DefaultTableExpirationMs) * time.Millisecond,
Description: d.Description,
Name: d.FriendlyName,
ID: d.Id,
Location: d.Location,
Labels: d.Labels,
ETag: d.Etag,
}
}
// Convert a number of milliseconds since the Unix epoch to a time.Time.
// Treat an input of zero specially: convert it to the zero time,
// rather than the start of the epoch.
func unixMillisToTime(m int64) time.Time {
if m == 0 {
return time.Time{}
}
return time.Unix(0, m*1e6)
}
func convertTableReference(tr *bq.TableReference) *Table {
return &Table{
ProjectID: tr.ProjectId,
DatasetID: tr.DatasetId,
TableID: tr.TableId,
}
}
// patchTableConf contains fields to be patched.
type patchTableConf struct {
// These fields are omitted from the patch operation if nil.
Description *string
Name *string
Schema Schema
ExpirationTime time.Time
}
func (s *bigqueryService) patchTable(ctx context.Context, projectID, datasetID, tableID string, conf *patchTableConf, etag string) (*TableMetadata, error) {
t := &bq.Table{}
forceSend := func(field string) {
t.ForceSendFields = append(t.ForceSendFields, field)
}
if conf.Description != nil {
t.Description = *conf.Description
forceSend("Description")
}
if conf.Name != nil {
t.FriendlyName = *conf.Name
forceSend("FriendlyName")
}
if conf.Schema != nil {
t.Schema = conf.Schema.asTableSchema()
forceSend("Schema")
}
if !conf.ExpirationTime.IsZero() {
t.ExpirationTime = conf.ExpirationTime.UnixNano() / 1e6
forceSend("ExpirationTime")
}
call := s.s.Tables.Patch(projectID, datasetID, tableID, t).Context(ctx)
setClientHeader(call.Header())
if etag != "" {
call.Header().Set("If-Match", etag)
}
table, err := call.Do()
if err != nil {
return nil, err
}
return bqTableToMetadata(table), nil
}
func (s *bigqueryService) insertDataset(ctx context.Context, datasetID, projectID string) error {
// TODO(jba): retry?
ds := &bq.Dataset{
DatasetReference: &bq.DatasetReference{DatasetId: datasetID},
}
req := s.s.Datasets.Insert(projectID, ds).Context(ctx)
setClientHeader(req.Header())
_, err := req.Do()
return err
}
func (s *bigqueryService) patchDataset(ctx context.Context, projectID, datasetID string, dm *DatasetMetadataToUpdate, etag string) (*DatasetMetadata, error) {
ds := bqDatasetFromMetadata(dm)
call := s.s.Datasets.Patch(projectID, datasetID, ds).Context(ctx)
setClientHeader(call.Header())
if etag != "" {
call.Header().Set("If-Match", etag)
}
ds2, err := call.Do()
if err != nil {
return nil, err
}
return bqDatasetToMetadata(ds2), nil
}
func bqDatasetFromMetadata(dm *DatasetMetadataToUpdate) *bq.Dataset {
ds := &bq.Dataset{}
forceSend := func(field string) {
ds.ForceSendFields = append(ds.ForceSendFields, field)
}
if dm.Description != nil {
ds.Description = optional.ToString(dm.Description)
forceSend("Description")
}
if dm.Name != nil {
ds.FriendlyName = optional.ToString(dm.Name)
forceSend("FriendlyName")
}
if dm.DefaultTableExpiration != nil {
dur := optional.ToDuration(dm.DefaultTableExpiration)
if dur == 0 {
// Send a null to delete the field.
ds.NullFields = append(ds.NullFields, "DefaultTableExpirationMs")
} else {
ds.DefaultTableExpirationMs = int64(dur.Seconds() * 1000)
}
}
if dm.setLabels != nil || dm.deleteLabels != nil {
ds.Labels = map[string]string{}
for k, v := range dm.setLabels {
ds.Labels[k] = v
}
if len(ds.Labels) == 0 && len(dm.deleteLabels) > 0 {
forceSend("Labels")
}
for l := range dm.deleteLabels {
ds.NullFields = append(ds.NullFields, "Labels."+l)
}
}
return ds
}
func (s *bigqueryService) deleteDataset(ctx context.Context, datasetID, projectID string) error {
req := s.s.Datasets.Delete(projectID, datasetID).Context(ctx)
setClientHeader(req.Header())
return runWithRetry(ctx, func() error { return req.Do() })
}
func (s *bigqueryService) getDatasetMetadata(ctx context.Context, projectID, datasetID string) (*DatasetMetadata, error) {
req := s.s.Datasets.Get(projectID, datasetID).Context(ctx)
setClientHeader(req.Header())
var ds *bq.Dataset
if err := runWithRetry(ctx, func() (err error) {
ds, err = req.Do()
return err
}); err != nil {
return nil, err
}
return bqDatasetToMetadata(ds), nil
}
func (s *bigqueryService) listDatasets(ctx context.Context, projectID string, maxResults int, pageToken string, all bool, filter string) ([]*Dataset, string, error) {
req := s.s.Datasets.List(projectID).
Context(ctx).
PageToken(pageToken).
All(all)
setClientHeader(req.Header())
if maxResults > 0 {
req.MaxResults(int64(maxResults))
}
if filter != "" {
req.Filter(filter)
}
var res *bq.DatasetList
err := runWithRetry(ctx, func() (err error) {
res, err = req.Do()
return err
})
if err != nil {
return nil, "", err
}
var datasets []*Dataset
for _, d := range res.Datasets {
datasets = append(datasets, s.convertListedDataset(d))
}
return datasets, res.NextPageToken, nil
}
func (s *bigqueryService) convertListedDataset(d *bq.DatasetListDatasets) *Dataset {
return &Dataset{
ProjectID: d.DatasetReference.ProjectId,
DatasetID: d.DatasetReference.DatasetId,
}
}
// runWithRetry calls the function until it returns nil or a non-retryable error, or
// the context is done.
// See the similar function in ../storage/invoke.go. The main difference is the
// reason for retrying.
func runWithRetry(ctx context.Context, call func() error) error {
backoff := gax.Backoff{
Initial: 2 * time.Second,
Max: 32 * time.Second,
Multiplier: 2,
}
return internal.Retry(ctx, backoff, func() (stop bool, err error) {
err = call()
if err == nil {
return true, nil
}
return !retryableError(err), err
})
}
// Use the criteria in https://cloud.google.com/bigquery/troubleshooting-errors.
func retryableError(err error) bool {
e, ok := err.(*googleapi.Error)
if !ok {
return false
}
var reason string
if len(e.Errors) > 0 {
reason = e.Errors[0].Reason
}
return reason == "backendError" && (e.Code == 500 || e.Code == 503)
}