596 lines
23 KiB
Go
596 lines
23 KiB
Go
/*
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* Copyright 2025 coze-dev Authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package service
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import (
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"bytes"
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"context"
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"errors"
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"fmt"
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"strconv"
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"time"
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"github.com/bytedance/sonic"
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"github.com/cloudwego/eino/components/document/parser"
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"github.com/cloudwego/eino/schema"
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"github.com/coze-dev/coze-studio/backend/api/model/crossdomain/knowledge"
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"github.com/coze-dev/coze-studio/backend/domain/knowledge/entity"
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"github.com/coze-dev/coze-studio/backend/domain/knowledge/internal/consts"
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"github.com/coze-dev/coze-studio/backend/domain/knowledge/internal/convert"
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"github.com/coze-dev/coze-studio/backend/domain/knowledge/internal/dal/model"
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"github.com/coze-dev/coze-studio/backend/domain/knowledge/internal/events"
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"github.com/coze-dev/coze-studio/backend/infra/contract/document"
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"github.com/coze-dev/coze-studio/backend/infra/contract/document/searchstore"
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"github.com/coze-dev/coze-studio/backend/infra/contract/eventbus"
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"github.com/coze-dev/coze-studio/backend/infra/contract/rdb"
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"github.com/coze-dev/coze-studio/backend/infra/contract/storage"
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"github.com/coze-dev/coze-studio/backend/infra/impl/document/progressbar"
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"github.com/coze-dev/coze-studio/backend/pkg/errorx"
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"github.com/coze-dev/coze-studio/backend/pkg/lang/slices"
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"github.com/coze-dev/coze-studio/backend/pkg/logs"
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"github.com/coze-dev/coze-studio/backend/types/errno"
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)
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func (k *knowledgeSVC) HandleMessage(ctx context.Context, msg *eventbus.Message) (err error) {
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defer func() {
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if err != nil {
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var statusError errorx.StatusError
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if errors.As(err, &statusError) && statusError.Code() == errno.ErrKnowledgeNonRetryableCode {
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logs.Errorf("[HandleMessage][no-retry] failed, %v", err)
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err = nil
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} else {
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logs.Errorf("[HandleMessage][retry] failed, %v", err)
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}
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} else {
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logs.Infof("[HandleMessage] knowledge event handle success, body=%s", string(msg.Body))
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}
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}()
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event := &entity.Event{}
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if err = sonic.Unmarshal(msg.Body, event); err != nil {
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return errorx.New(errno.ErrKnowledgeParseJSONCode, errorx.KV("msg", fmt.Sprintf("unmarshal event failed, err: %v", err)))
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}
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switch event.Type {
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case entity.EventTypeIndexDocuments:
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if err = k.indexDocuments(ctx, event); err != nil {
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return err
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}
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case entity.EventTypeIndexDocument:
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if err = k.indexDocument(ctx, event); err != nil {
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return err
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}
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case entity.EventTypeIndexSlice:
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if err = k.indexSlice(ctx, event); err != nil {
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return err
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}
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case entity.EventTypeDeleteKnowledgeData:
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err = k.deleteKnowledgeDataEventHandler(ctx, event)
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if err != nil {
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logs.CtxErrorf(ctx, "[HandleMessage] delete knowledge failed, err: %v", err)
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return err
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}
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case entity.EventTypeDocumentReview:
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if err = k.documentReviewEventHandler(ctx, event); err != nil {
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logs.CtxErrorf(ctx, "[HandleMessage] document review failed, err: %v", err)
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return err
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}
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default:
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return errorx.New(errno.ErrKnowledgeNonRetryableCode, errorx.KV("reason", fmt.Sprintf("unknown event type=%s", event.Type)))
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}
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return nil
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}
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func (k *knowledgeSVC) deleteKnowledgeDataEventHandler(ctx context.Context, event *entity.Event) error {
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// 删除知识库在各个存储里的数据
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for _, manager := range k.searchStoreManagers {
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s, err := manager.GetSearchStore(ctx, getCollectionName(event.KnowledgeID))
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if err != nil {
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return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("get search store failed, err: %v", err)))
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}
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if err := s.Delete(ctx, slices.Transform(event.SliceIDs, func(id int64) string {
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return strconv.FormatInt(id, 10)
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})); err != nil {
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logs.Errorf("delete knowledge failed, err: %v", err)
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return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("delete search store failed, err: %v", err)))
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}
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}
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return nil
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}
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func (k *knowledgeSVC) indexDocuments(ctx context.Context, event *entity.Event) (err error) {
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if len(event.Documents) == 0 {
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logs.CtxWarnf(ctx, "[indexDocuments] documents not provided")
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return nil
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}
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for i := range event.Documents {
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doc := event.Documents[i]
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if doc == nil {
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logs.CtxWarnf(ctx, "[indexDocuments] document not provided")
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continue
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}
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e := events.NewIndexDocumentEvent(doc.KnowledgeID, doc)
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msgData, err := sonic.Marshal(e)
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if err != nil {
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logs.CtxErrorf(ctx, "[indexDocuments] marshal event failed, err: %v", err)
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return errorx.New(errno.ErrKnowledgeParseJSONCode, errorx.KV("msg", fmt.Sprintf("marshal event failed, err: %v", err)))
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}
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err = k.producer.Send(ctx, msgData, eventbus.WithShardingKey(strconv.FormatInt(doc.KnowledgeID, 10)))
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if err != nil {
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logs.CtxErrorf(ctx, "[indexDocuments] send message failed, err: %v", err)
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return errorx.New(errno.ErrKnowledgeMQSendFailCode, errorx.KV("msg", fmt.Sprintf("send message failed, err: %v", err)))
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}
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}
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return nil
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}
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func (k *knowledgeSVC) indexDocument(ctx context.Context, event *entity.Event) (err error) {
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doc := event.Document
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if doc == nil {
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return errorx.New(errno.ErrKnowledgeNonRetryableCode, errorx.KV("reason", "[indexDocument] document not provided"))
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}
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// 1. retry 队列和普通队列中对同一文档的 index 操作并发，同一个文档数据写入两份（在后端 bugfix 上线时产生）
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// 2. rebalance 重复消费同一条消息
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// check knowledge and document status
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if valid, err := k.isWritableKnowledgeAndDocument(ctx, doc.KnowledgeID, doc.ID); err != nil {
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return err
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} else if !valid {
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return errorx.New(errno.ErrKnowledgeNonRetryableCode,
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errorx.KVf("reason", "[indexDocument] not writable, knowledge_id=%d, document_id=%d", event.KnowledgeID, doc.ID))
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}
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defer func() {
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if e := recover(); e != nil {
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err = errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", fmt.Sprintf("panic: %v", e)))
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logs.CtxErrorf(ctx, "[indexDocument] panic, err: %v", err)
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if setStatusErr := k.documentRepo.SetStatus(ctx, event.Document.ID, int32(entity.DocumentStatusFailed), err.Error()); setStatusErr != nil {
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logs.CtxErrorf(ctx, "[indexDocument] set document status failed, err: %v", setStatusErr)
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}
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return
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}
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if err != nil {
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var statusError errorx.StatusError
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if errors.As(err, &statusError) && statusError.Code() == errno.ErrKnowledgeNonRetryableCode {
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if setStatusErr := k.documentRepo.SetStatus(ctx, event.Document.ID, int32(entity.DocumentStatusFailed), err.Error()); setStatusErr != nil {
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logs.CtxErrorf(ctx, "[indexDocument] set document status failed, err: %v", setStatusErr)
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}
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}
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}
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}()
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// clear
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collectionName := getCollectionName(doc.KnowledgeID)
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if !doc.IsAppend {
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ids, err := k.sliceRepo.GetDocumentSliceIDs(ctx, []int64{doc.ID})
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if err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("get document slice ids failed, err: %v", err)))
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}
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if len(ids) > 0 {
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if err = k.sliceRepo.DeleteByDocument(ctx, doc.ID); err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("delete document slice failed, err: %v", err)))
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}
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for _, manager := range k.searchStoreManagers {
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s, err := manager.GetSearchStore(ctx, collectionName)
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if err != nil {
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return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("get search store failed, err: %v", err)))
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}
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if err := s.Delete(ctx, slices.Transform(event.SliceIDs, func(id int64) string {
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return strconv.FormatInt(id, 10)
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})); err != nil {
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logs.Errorf("[indexDocument] delete knowledge failed, err: %v", err)
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return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("delete search store failed, err: %v", err)))
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}
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}
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}
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}
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// set chunk status
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if err = k.documentRepo.SetStatus(ctx, doc.ID, int32(entity.DocumentStatusChunking), ""); err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("set document status failed, err: %v", err)))
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}
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// parse & chunk
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bodyBytes, err := k.storage.GetObject(ctx, doc.URI)
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if err != nil {
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return errorx.New(errno.ErrKnowledgeGetObjectFailCode, errorx.KV("msg", fmt.Sprintf("get object failed, err: %v", err)))
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}
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docParser, err := k.parseManager.GetParser(convert.DocumentToParseConfig(doc))
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if err != nil {
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return errorx.New(errno.ErrKnowledgeGetParserFailCode, errorx.KV("msg", fmt.Sprintf("get parser failed, err: %v", err)))
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}
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parseResult, err := docParser.Parse(ctx, bytes.NewReader(bodyBytes), parser.WithExtraMeta(map[string]any{
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document.MetaDataKeyCreatorID: doc.CreatorID,
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document.MetaDataKeyExternalStorage: map[string]any{
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"document_id": doc.ID,
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},
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}))
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if err != nil {
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return errorx.New(errno.ErrKnowledgeParserParseFailCode, errorx.KV("msg", fmt.Sprintf("parse document failed, err: %v", err)))
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}
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if doc.Type == knowledge.DocumentTypeTable {
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noData, err := document.GetDocumentsColumnsOnly(parseResult)
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if err != nil { // unexpected
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return errorx.New(errno.ErrKnowledgeNonRetryableCode,
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errorx.KVf("reason", "[indexDocument] get table data status failed, err: %v", err))
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}
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if noData {
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parseResult = nil // clear parse result
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}
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}
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// set id
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allIDs := make([]int64, 0, len(parseResult))
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for l := 0; l < len(parseResult); l += 100 {
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r := min(l+100, len(parseResult))
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batchSize := r - l
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ids, err := k.idgen.GenMultiIDs(ctx, batchSize)
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if err != nil {
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return errorx.New(errno.ErrKnowledgeIDGenCode, errorx.KV("msg", fmt.Sprintf("GenMultiIDs failed, err: %v", err)))
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}
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allIDs = append(allIDs, ids...)
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for i := 0; i < batchSize; i++ {
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id := ids[i]
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index := l + i
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parseResult[index].ID = strconv.FormatInt(id, 10)
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}
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}
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convertFn := d2sMapping[doc.Type]
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if convertFn == nil {
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return errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", "convertFn is empty"))
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}
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sliceEntities, err := slices.TransformWithErrorCheck(parseResult, func(a *schema.Document) (*entity.Slice, error) {
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return convertFn(a, doc.KnowledgeID, doc.ID, doc.CreatorID)
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})
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if err != nil {
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return errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", fmt.Sprintf("convert document failed, err: %v", err)))
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}
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// save slices
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if doc.Type == knowledge.DocumentTypeTable {
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// 表格类型，将数据插入到数据库中
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err = k.upsertDataToTable(ctx, &doc.TableInfo, sliceEntities)
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if err != nil {
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logs.CtxErrorf(ctx, "[indexDocument] insert data to table failed, err: %v", err)
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return err
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}
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}
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var seqOffset float64
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if doc.IsAppend {
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seqOffset, err = k.sliceRepo.GetLastSequence(ctx, doc.ID)
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if err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("get last sequence failed, err: %v", err)))
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}
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seqOffset += 1
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}
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sliceModels := make([]*model.KnowledgeDocumentSlice, 0, len(parseResult))
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for i, src := range parseResult {
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now := time.Now().UnixMilli()
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sliceModel := &model.KnowledgeDocumentSlice{
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ID: allIDs[i],
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KnowledgeID: doc.KnowledgeID,
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DocumentID: doc.ID,
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Content: parseResult[i].Content,
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Sequence: seqOffset + float64(i),
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CreatedAt: now,
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UpdatedAt: now,
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CreatorID: doc.CreatorID,
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SpaceID: doc.SpaceID,
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Status: int32(model.SliceStatusProcessing),
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FailReason: "",
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}
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if doc.Type == knowledge.DocumentTypeTable {
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sliceEntity, err := convertFn(src, doc.KnowledgeID, doc.ID, doc.CreatorID)
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if err != nil {
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logs.CtxErrorf(ctx, "[indexDocument] convert document failed, err: %v", err)
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return errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", fmt.Sprintf("convert document failed, err: %v", err)))
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}
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sliceModel.Content = sliceEntity.GetSliceContent()
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}
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sliceModels = append(sliceModels, sliceModel)
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}
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if err = k.sliceRepo.BatchCreate(ctx, sliceModels); err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("batch create slice failed, err: %v", err)))
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}
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defer func() {
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if err != nil { // set slice status
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if setStatusErr := k.sliceRepo.BatchSetStatus(ctx, allIDs, int32(model.SliceStatusFailed), err.Error()); setStatusErr != nil {
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logs.CtxErrorf(ctx, "[indexDocument] set slice status failed, err: %v", setStatusErr)
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}
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}
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}()
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// to vectorstore
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fields, err := k.mapSearchFields(doc)
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if err != nil {
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return err
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}
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indexingFields := getIndexingFields(fields)
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// reformat docs, mainly for enableCompactTable
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ssDocs, err := slices.TransformWithErrorCheck(sliceEntities, func(a *entity.Slice) (*schema.Document, error) {
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return k.slice2Document(ctx, doc, a)
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})
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if err != nil {
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return errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", fmt.Sprintf("reformat document failed, err: %v", err)))
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}
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progressbar := progressbar.NewProgressBar(ctx, doc.ID, int64(len(ssDocs)*len(k.searchStoreManagers)), k.cacheCli, true)
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for _, manager := range k.searchStoreManagers {
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now := time.Now()
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if err = manager.Create(ctx, &searchstore.CreateRequest{
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CollectionName: collectionName,
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Fields: fields,
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CollectionMeta: nil,
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}); err != nil {
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return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("create search store failed, err: %v", err)))
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}
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// 图片型知识库kn:doc:slice = 1:n:n，可能content为空，不需要写入
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if doc.Type == knowledge.DocumentTypeImage && len(ssDocs) == 1 && len(ssDocs[0].Content) == 0 {
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continue
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}
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ss, err := manager.GetSearchStore(ctx, collectionName)
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if err != nil {
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return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("get search store failed, err: %v", err)))
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}
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if _, err = ss.Store(ctx, ssDocs,
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searchstore.WithIndexerPartitionKey(fieldNameDocumentID),
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searchstore.WithPartition(strconv.FormatInt(doc.ID, 10)),
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searchstore.WithIndexingFields(indexingFields),
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searchstore.WithProgressBar(progressbar),
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); err != nil {
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return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("store search store failed, err: %v", err)))
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}
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logs.CtxDebugf(ctx, "[indexDocument] ss type=%v, len(docs)=%d, finished after %d ms",
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manager.GetType(), len(ssDocs), time.Now().Sub(now).Milliseconds())
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}
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// set slice status
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if err = k.sliceRepo.BatchSetStatus(ctx, allIDs, int32(model.SliceStatusDone), ""); err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("batch set slice status failed, err: %v", err)))
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}
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// set document status
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if err = k.documentRepo.SetStatus(ctx, doc.ID, int32(entity.DocumentStatusEnable), ""); err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("set document status failed, err: %v", err)))
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}
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if err = k.documentRepo.UpdateDocumentSliceInfo(ctx, event.Document.ID); err != nil {
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return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("update document slice info failed, err: %v", err)))
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}
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return nil
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}
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func (k *knowledgeSVC) upsertDataToTable(ctx context.Context, tableInfo *entity.TableInfo, slices []*entity.Slice) (err error) {
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if len(slices) == 0 {
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return nil
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}
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insertData, err := packInsertData(slices)
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if err != nil {
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logs.CtxErrorf(ctx, "[insertDataToTable] pack insert data failed, err: %v", err)
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return err
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}
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resp, err := k.rdb.UpsertData(ctx, &rdb.UpsertDataRequest{
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TableName: tableInfo.PhysicalTableName,
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Data: insertData,
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})
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if err != nil {
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logs.CtxErrorf(ctx, "[insertDataToTable] insert data failed, err: %v", err)
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return errorx.New(errno.ErrKnowledgeCrossDomainCode, errorx.KVf("msg", "insert data failed, err: %v", err))
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}
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if resp.AffectedRows+resp.UnchangedRows != int64(len(slices)) {
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logs.CtxErrorf(ctx, "[insertDataToTable] insert data failed, affected rows: %d, expect: %d", resp.AffectedRows, len(slices))
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return errorx.New(errno.ErrKnowledgeCrossDomainCode, errorx.KVf("msg", "insert data failed, affected rows: %d, expect: %d", resp.AffectedRows, len(slices)))
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}
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return nil
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}
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func packInsertData(slices []*entity.Slice) (data []map[string]interface{}, err error) {
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defer func() {
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if r := recover(); r != nil {
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logs.Errorf("[packInsertData] panic: %v", r)
|
||
err = errorx.New(errno.ErrKnowledgeSystemCode, errorx.KVf("msg", "panic: %v", r))
|
||
return
|
||
}
|
||
}()
|
||
|
||
for i := range slices {
|
||
dataMap := map[string]any{
|
||
consts.RDBFieldID: slices[i].ID,
|
||
}
|
||
for j := range slices[i].RawContent[0].Table.Columns {
|
||
val := slices[i].RawContent[0].Table.Columns[j]
|
||
if val.ColumnName == consts.RDBFieldID {
|
||
continue
|
||
}
|
||
physicalColumnName := convert.ColumnIDToRDBField(val.ColumnID)
|
||
dataMap[physicalColumnName] = val.GetValue()
|
||
}
|
||
data = append(data, dataMap)
|
||
}
|
||
|
||
return data, nil
|
||
}
|
||
|
||
func (k *knowledgeSVC) indexSlice(ctx context.Context, event *entity.Event) (err error) {
|
||
slice := event.Slice
|
||
if slice == nil {
|
||
return errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", "slice not provided"))
|
||
}
|
||
if slice.ID == 0 {
|
||
return errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", "slice.id not set"))
|
||
}
|
||
if event.Document == nil {
|
||
doc, err := k.documentRepo.GetByID(ctx, slice.DocumentID)
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("get document failed, err: %v", err)))
|
||
}
|
||
event.Document, err = k.fromModelDocument(ctx, doc)
|
||
if err != nil {
|
||
return err
|
||
}
|
||
}
|
||
if slice.DocumentID == 0 {
|
||
slice.DocumentID = event.Document.ID
|
||
}
|
||
if slice.KnowledgeID == 0 {
|
||
slice.KnowledgeID = event.Document.KnowledgeID
|
||
}
|
||
defer func() {
|
||
if err != nil {
|
||
if setStatusErr := k.sliceRepo.BatchSetStatus(ctx, []int64{slice.ID}, int32(model.SliceStatusFailed), err.Error()); setStatusErr != nil {
|
||
logs.CtxErrorf(ctx, "[indexSlice] set slice status failed, err: %v", setStatusErr)
|
||
}
|
||
}
|
||
}()
|
||
|
||
fields, err := k.mapSearchFields(event.Document)
|
||
if err != nil {
|
||
return err
|
||
}
|
||
|
||
indexingFields := getIndexingFields(fields)
|
||
collectionName := getCollectionName(slice.KnowledgeID)
|
||
for _, manager := range k.searchStoreManagers {
|
||
ss, err := manager.GetSearchStore(ctx, collectionName)
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("get search store failed, err: %v", err)))
|
||
}
|
||
|
||
doc, err := k.slice2Document(ctx, event.Document, slice)
|
||
if err != nil {
|
||
return err
|
||
}
|
||
|
||
if _, err = ss.Store(ctx, []*schema.Document{doc},
|
||
searchstore.WithIndexerPartitionKey(fieldNameDocumentID),
|
||
searchstore.WithPartition(strconv.FormatInt(event.Document.ID, 10)),
|
||
searchstore.WithIndexingFields(indexingFields),
|
||
); err != nil {
|
||
return errorx.New(errno.ErrKnowledgeSearchStoreCode, errorx.KV("msg", fmt.Sprintf("store search store failed, err: %v", err)))
|
||
}
|
||
}
|
||
|
||
if err = k.sliceRepo.BatchSetStatus(ctx, []int64{slice.ID}, int32(model.SliceStatusDone), ""); err != nil {
|
||
return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("batch set slice status failed, err: %v", err)))
|
||
}
|
||
if err = k.documentRepo.UpdateDocumentSliceInfo(ctx, slice.DocumentID); err != nil {
|
||
return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("update document slice info failed, err: %v", err)))
|
||
}
|
||
return nil
|
||
}
|
||
|
||
type chunk struct {
|
||
ID string `json:"id"`
|
||
Text string `json:"text"`
|
||
Type string `json:"type"`
|
||
}
|
||
|
||
type chunkResult struct {
|
||
Chunks []*chunk `json:"chunks"`
|
||
}
|
||
|
||
func (k *knowledgeSVC) documentReviewEventHandler(ctx context.Context, event *entity.Event) (err error) {
|
||
review := event.DocumentReview
|
||
if review == nil {
|
||
return errorx.New(errno.ErrKnowledgeInvalidParamCode, errorx.KV("msg", "review not provided"))
|
||
}
|
||
if review.ReviewID == nil {
|
||
return errorx.New(errno.ErrKnowledgeInvalidParamCode, errorx.KV("msg", "review.id not set"))
|
||
}
|
||
reviewModel, err := k.reviewRepo.GetByID(ctx, *review.ReviewID)
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeDBCode, errorx.KV("msg", fmt.Sprintf("get review failed, err: %v", err)))
|
||
}
|
||
if reviewModel.Status == int32(entity.ReviewStatus_Enable) {
|
||
return nil
|
||
}
|
||
byteData, err := k.storage.GetObject(ctx, review.Uri)
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeGetObjectFailCode, errorx.KV("msg", fmt.Sprintf("get object failed, err: %v", err)))
|
||
}
|
||
p, err := k.parseManager.GetParser(convert.DocumentToParseConfig(event.Document))
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeGetParserFailCode, errorx.KV("msg", fmt.Sprintf("get parser failed, err: %v", err)))
|
||
}
|
||
result, err := p.Parse(ctx, bytes.NewReader(byteData))
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeParserParseFailCode, errorx.KV("msg", fmt.Sprintf("parse document failed, err: %v", err)))
|
||
}
|
||
ids, err := k.genMultiIDs(ctx, len(result))
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeIDGenCode, errorx.KV("msg", fmt.Sprintf("GenMultiIDs failed, err: %v", err)))
|
||
}
|
||
fn, ok := d2sMapping[event.Document.Type]
|
||
if !ok {
|
||
return errorx.New(errno.ErrKnowledgeSystemCode, errorx.KV("msg", "convertFn is empty"))
|
||
}
|
||
var chunks []*chunk
|
||
for i, doc := range result {
|
||
slice, err := fn(doc, event.Document.KnowledgeID, event.Document.ID, event.Document.CreatorID)
|
||
if err != nil {
|
||
return err
|
||
}
|
||
chunks = append(chunks, &chunk{
|
||
ID: strconv.FormatInt(ids[i], 10),
|
||
Text: slice.GetSliceContent(),
|
||
Type: "text",
|
||
})
|
||
}
|
||
chunkResp := &chunkResult{
|
||
Chunks: chunks,
|
||
}
|
||
chunksData, err := sonic.Marshal(chunkResp)
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgeParseJSONCode, errorx.KV("msg", fmt.Sprintf("marshal chunk failed, err: %v", err)))
|
||
}
|
||
tosUri := fmt.Sprintf("DocReview/%d_%d_%d.txt", reviewModel.CreatorID, time.Now().UnixMilli(), *review.ReviewID)
|
||
err = k.storage.PutObject(ctx, tosUri, chunksData, storage.WithContentType("text/plain; charset=utf-8"))
|
||
if err != nil {
|
||
return errorx.New(errno.ErrKnowledgePutObjectFailCode, errorx.KV("msg", fmt.Sprintf("put object failed, err: %v", err)))
|
||
}
|
||
return k.reviewRepo.UpdateReview(ctx, reviewModel.ID, map[string]interface{}{
|
||
"status": int32(entity.ReviewStatus_Enable),
|
||
"chunk_resp_uri": tosUri,
|
||
})
|
||
}
|
||
|
||
func (k *knowledgeSVC) mapSearchFields(doc *entity.Document) ([]*searchstore.Field, error) {
|
||
fn, found := fMapping[doc.Type]
|
||
if !found {
|
||
return nil, errorx.New(errno.ErrKnowledgeInvalidParamCode, errorx.KV("msg", fmt.Sprintf("document type invalid, type=%d", doc.Type)))
|
||
}
|
||
return fn(doc, k.enableCompactTable), nil
|
||
}
|
||
|
||
func (k *knowledgeSVC) slice2Document(ctx context.Context, src *entity.Document, slice *entity.Slice) (*schema.Document, error) {
|
||
fn, found := s2dMapping[src.Type]
|
||
if !found {
|
||
return nil, errorx.New(errno.ErrKnowledgeInvalidParamCode, errorx.KV("msg", fmt.Sprintf("document type invalid, type=%d", src.Type)))
|
||
}
|
||
return fn(ctx, slice, src.TableInfo.Columns, k.enableCompactTable)
|
||
}
|