// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2025 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package classification import ( "sync" "time" "github.com/sirupsen/logrus" enterrors "github.com/weaviate/weaviate/entities/errors" "github.com/weaviate/weaviate/entities/errorcompounder" "github.com/weaviate/weaviate/entities/search" "github.com/weaviate/weaviate/usecases/objects" ) type batchWriterResults struct { successCount int64 errorCount int64 err error } func (w batchWriterResults) SuccessCount() int64 { return w.successCount } func (w batchWriterResults) ErrorCount() int64 { return w.errorCount } func (w batchWriterResults) Err() error { return w.err } type batchWriter struct { mutex sync.RWMutex vectorRepo vectorRepo batchItemsCount int batchIndex int batchObjects objects.BatchObjects saveObjectItems chan objects.BatchObjects errorCount int64 ec *errorcompounder.SafeErrorCompounder cancel chan struct{} batchThreshold int logger logrus.FieldLogger } func newBatchWriter(vectorRepo vectorRepo, logger logrus.FieldLogger) Writer { return &batchWriter{ vectorRepo: vectorRepo, batchItemsCount: 0, batchObjects: objects.BatchObjects{}, saveObjectItems: make(chan objects.BatchObjects), errorCount: 0, ec: &errorcompounder.SafeErrorCompounder{}, cancel: make(chan struct{}), batchThreshold: 100, logger: logger, } } // Store puts an item to batch list func (r *batchWriter) Store(item search.Result) error { r.mutex.Lock() defer r.mutex.Unlock() return r.storeObject(item) } // Start starts the batch save goroutine func (r *batchWriter) Start() { enterrors.GoWrapper(func() { r.batchSave() }, r.logger) } // Stop stops the batch save goroutine and saves the last items func (r *batchWriter) Stop() WriterResults { r.cancel <- struct{}{} r.saveObjects(r.batchObjects) return batchWriterResults{int64(r.batchItemsCount) - r.errorCount, r.errorCount, r.ec.ToError()} } func (r *batchWriter) storeObject(item search.Result) error { batchObject := objects.BatchObject{ UUID: item.ID, Object: item.Object(), OriginalIndex: r.batchIndex, } r.batchItemsCount++ r.batchIndex++ r.batchObjects = append(r.batchObjects, batchObject) if len(r.batchObjects) >= r.batchThreshold { r.saveObjectItems <- r.batchObjects r.batchObjects = objects.BatchObjects{} r.batchIndex = 0 } return nil } // This goroutine is created in order to make possible the batch save operation to be run in background // and not to block the Store(item) operation invocation which is being done by the worker threads func (r *batchWriter) batchSave() { for { select { case <-r.cancel: return case items := <-r.saveObjectItems: r.saveObjects(items) } } } func (r *batchWriter) saveObjects(items objects.BatchObjects) { // we need to allow quite some time as this is now a batch, no longer just a // single item and we don't have any control over what other load is // currently going on, such as imports. TODO: should this be // user-configurable? ctx, cancel := contextWithTimeout(30 * time.Second) defer cancel() if len(items) > 0 { saved, err := r.vectorRepo.BatchPutObjects(ctx, items, nil, 0) if err != nil { r.ec.Add(err) } for i := range saved { if saved[i].Err != nil { r.ec.Add(saved[i].Err) r.errorCount++ } } } }