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async_worker_group.go
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async_worker_group.go
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package bqstreamer
import (
"errors"
"net/http"
"sync"
"time"
"golang.org/x/oauth2"
"golang.org/x/oauth2/jwt"
)
// AsyncWorkerGroup asynchronously streams rows to BigQuery in bulk.
type AsyncWorkerGroup struct {
// Sync worker slice.
workers []*asyncWorker
// Channel for sending rows to background Workers.
rowChan chan Row
// Insert errors are reported to this channel.
errorChan chan *InsertErrors
// Amount of background workers to use.
numWorkers int
// Max amount of rows to queue before flushing to BigQuery.
maxRows int
// Max delay between insert operations to BigQuery.
maxDelay time.Duration
// Maximum insert operation retries for non-rejected rows,
// e.g. GoogleAPI HTTP errors, generic HTTP errors, etc.
maxRetries int
// Sleep delay after a rejected insert,
// before retrying an insert operation.
retryInterval time.Duration
// Accept rows that contain values that do not match the schema.
// The unknown values are ignored.
// Default is false, which treats unknown values as errors.
ignoreUnknownValues bool
// Insert all valid rows of a request, even if invalid rows exist.
// The default value is false, which causes the entire request
// to fail if any invalid rows exist.
skipInvalidRows bool
}
// New returns a new AsyncWorkerGroup using given OAuth2/JWT configuration.
func NewAsyncWorkerGroup(jwtConfig *jwt.Config, options ...AsyncOptionFunc) (*AsyncWorkerGroup, error) {
if jwtConfig == nil {
return nil, errors.New("jwt.Config is nil")
}
// Create a new Streamer, with OAuth2/JWT http.Client constructor function.
newHTTPClient := func() *http.Client { return jwtConfig.Client(oauth2.NoContext) }
return newAsyncWorkerGroup(newHTTPClient, options...)
}
// newAsyncWorkerGroup returns a new AsyncWorkerGroup.
//
// It recieves an http.Client constructor, which is used to return an
// authenticated OAuth2/JWT client, or a no-op client for unit tests.
func newAsyncWorkerGroup(newHTTPClient func() *http.Client, options ...AsyncOptionFunc) (*AsyncWorkerGroup, error) {
m := AsyncWorkerGroup{}
// Override configuration defaults with options if given.
for _, option := range options {
if err := option(&m); err != nil {
return nil, err
}
}
m.rowChan = make(chan Row, m.maxRows*m.numWorkers)
m.workers = make([]*asyncWorker, m.numWorkers)
// Initialize workers and assign them a common row and error channel.
//
// NOTE AsyncWorkerGroup row length is set as following to avoid filling up
// in case workers get delayed with insert retries.
for i := 0; i < m.numWorkers; i++ {
syncWorker, err := NewSyncWorker(
newHTTPClient(),
SetSyncMaxRetries(m.maxRetries),
SetSyncRetryInterval(m.retryInterval),
SetSyncIgnoreUnknownValues(m.ignoreUnknownValues),
SetSyncSkipInvalidRows(m.skipInvalidRows),
)
if err != nil {
return nil, err
}
m.workers[i] = &asyncWorker{
worker: syncWorker,
rowChan: m.rowChan,
errorChan: m.errorChan,
maxRows: m.maxRows,
maxDelay: m.maxDelay,
done: make(chan struct{}),
closedChan: make(chan struct{}),
}
if err != nil {
return nil, err
}
}
return &m, nil
}
// Start starts all background workers.
//
// Workers read enqueued rows,
// and insert them to BigQuery until one of the following happens:
// - Enough time has passed according to configuration.
// - Amount of rows has been enqueued by a worker, also configurable.
//
// Insert errors will be reported to the error channel if set.
func (s *AsyncWorkerGroup) Start() {
for _, w := range s.workers {
w.Start()
}
}
// Close inserts any remaining rows enqueue by all workers,
// then closes them.
//
// NOTE that the AsyncWorkerGroup cannot be restarted.
// If you wish to perform any additional inserts to BigQuery,
// a new one must be initialized.
func (s *AsyncWorkerGroup) Close() {
var wg sync.WaitGroup
for _, w := range s.workers {
wg.Add(1)
go func(w *asyncWorker) {
defer wg.Done()
// Block until worker has closed.
<-w.Close()
}(w)
}
wg.Wait()
}
func (s *AsyncWorkerGroup) Enqueue(row Row) {
s.rowChan <- row
}