Files
ragflow/internal/service/metadata.go
qinling0210 7b86f577be Implement metadata search in Infinity in GO (#13706)
### What problem does this PR solve?

Add cli

LIST DOCUMENTS OF DATASET quoted_string ";"
LIST METADATA OF DATASETS quoted_string ("," quoted_string)* ";"
LIST METADATA SUMMARY OF DATASET quoted_string (DOCUMENTS quoted_string
("," quoted_string)*)? ";"

### Type of change

- [x] Refactoring
2026-03-21 18:10:00 +08:00

270 lines
7.1 KiB
Go

//
// Copyright 2026 The InfiniFlow Authors. 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 service
import (
"context"
"encoding/json"
"fmt"
"ragflow/internal/dao"
"ragflow/internal/engine"
"ragflow/internal/engine/types"
)
// MetadataService provides common metadata operations
type MetadataService struct {
kbDAO *dao.KnowledgebaseDAO
docEngine engine.DocEngine
}
// NewMetadataService creates a new metadata service
func NewMetadataService() *MetadataService {
return &MetadataService{
kbDAO: dao.NewKnowledgebaseDAO(),
docEngine: engine.Get(),
}
}
// BuildMetadataIndexName constructs the metadata index name for a tenant
func BuildMetadataIndexName(tenantID string) string {
return fmt.Sprintf("ragflow_doc_meta_%s", tenantID)
}
// GetTenantIDByKBID retrieves tenant ID from knowledge base ID
func (s *MetadataService) GetTenantIDByKBID(kbID string) (string, error) {
kb, err := s.kbDAO.GetByID(kbID)
if err != nil {
return "", fmt.Errorf("knowledgebase not found: %w", err)
}
return kb.TenantID, nil
}
// GetTenantIDByKBIDs retrieves tenant ID from the first knowledge base ID in the list
func (s *MetadataService) GetTenantIDByKBIDs(kbIDs []string) (string, error) {
if len(kbIDs) == 0 {
return "", fmt.Errorf("no kb_ids provided")
}
kb, err := s.kbDAO.GetByID(kbIDs[0])
if err != nil {
return "", fmt.Errorf("knowledgebase not found: %w", err)
}
return kb.TenantID, nil
}
// SearchMetadataResult holds the result of a metadata search
type SearchMetadataResult struct {
IndexName string
Chunks []map[string]interface{}
}
// SearchMetadata searches the metadata index with the given parameters
func (s *MetadataService) SearchMetadata(kbID, tenantID string, docIDs []string, size int) (*SearchMetadataResult, error) {
indexName := BuildMetadataIndexName(tenantID)
searchReq := &types.SearchRequest{
IndexNames: []string{indexName},
KbIDs: []string{kbID},
DocIDs: docIDs,
Page: 1,
Size: size,
KeywordOnly: true,
}
result, err := s.docEngine.Search(context.Background(), searchReq)
if err != nil {
return nil, fmt.Errorf("search failed: %w", err)
}
searchResp, ok := result.(*types.SearchResponse)
if !ok {
return nil, fmt.Errorf("invalid search response type")
}
return &SearchMetadataResult{
IndexName: indexName,
Chunks: searchResp.Chunks,
}, nil
}
// SearchMetadataByKBs searches the metadata index for multiple knowledge bases
func (s *MetadataService) SearchMetadataByKBs(kbIDs []string, size int) (*SearchMetadataResult, error) {
if len(kbIDs) == 0 {
return &SearchMetadataResult{Chunks: []map[string]interface{}{}}, nil
}
tenantID, err := s.GetTenantIDByKBIDs(kbIDs)
if err != nil {
return nil, err
}
indexName := BuildMetadataIndexName(tenantID)
searchReq := &types.SearchRequest{
IndexNames: []string{indexName},
KbIDs: kbIDs,
Page: 1,
Size: size,
KeywordOnly: true,
}
result, err := s.docEngine.Search(context.Background(), searchReq)
if err != nil {
return nil, fmt.Errorf("search failed: %w", err)
}
searchResp, ok := result.(*types.SearchResponse)
if !ok {
return nil, fmt.Errorf("invalid search response type")
}
return &SearchMetadataResult{
IndexName: indexName,
Chunks: searchResp.Chunks,
}, nil
}
// ExtractDocumentID extracts the document ID from a chunk
func ExtractDocumentID(chunk map[string]interface{}) (string, bool) {
docID, ok := chunk["id"].(string)
return docID, ok
}
// ExtractMetaFields extracts meta_fields from a chunk, handling different types
func ExtractMetaFields(chunk map[string]interface{}) (map[string]interface{}, error) {
metaFieldsVal := chunk["meta_fields"]
if metaFieldsVal == nil {
return make(map[string]interface{}), nil
}
var metaFields map[string]interface{}
switch v := metaFieldsVal.(type) {
case map[string]interface{}:
metaFields = v
case string:
if err := json.Unmarshal([]byte(v), &metaFields); err != nil {
return make(map[string]interface{}), nil
}
case []byte:
metaFields = ParseLengthPrefixedJSON(v)
if metaFields == nil {
if err := json.Unmarshal(v, &metaFields); err != nil {
return make(map[string]interface{}), nil
}
}
default:
return make(map[string]interface{}), nil
}
return metaFields, nil
}
// ParseLengthPrefixedJSON parses Infinity's length-prefixed JSON format
// Format: [4-byte length (little-endian)][JSON][4-byte length][JSON]...
// Returns the FIRST valid JSON object found
func ParseLengthPrefixedJSON(data []byte) map[string]interface{} {
if len(data) < 4 {
return nil
}
// Try to find the first valid JSON object by skipping length prefixes
offset := 0
for offset < len(data) {
// Skip non-'{' bytes
for offset < len(data) && data[offset] != '{' {
offset++
}
if offset >= len(data) {
break
}
// Try to parse JSON from current position
var result map[string]interface{}
err := json.Unmarshal(data[offset:], &result)
if err == nil {
return result
}
// Move forward to try next position
offset++
}
return nil
}
// ParseAllLengthPrefixedJSON parses Infinity's length-prefixed JSON format
// and returns ALL JSON objects found (for cases where multiple rows are concatenated)
// Format: [4-byte length (little-endian)][JSON][4-byte length][JSON]...
func ParseAllLengthPrefixedJSON(data []byte) []map[string]interface{} {
if len(data) < 4 {
return nil
}
var results []map[string]interface{}
offset := 0
// Use length prefix to extract each JSON
for offset+4 <= len(data) {
// Read 4-byte length (little-endian)
length := uint32(data[offset]) | uint32(data[offset+1])<<8 |
uint32(data[offset+2])<<16 | uint32(data[offset+3])<<24
// Check if length looks reasonable
if length == 0 || offset+4+int(length) > len(data) {
// Length invalid, try to find next '{'
nextBrace := -1
for i := offset + 4; i < len(data) && i < offset+104; i++ {
if data[i] == '{' {
nextBrace = i
break
}
}
if nextBrace > offset {
offset = nextBrace
continue
}
break
}
// Extract JSON bytes (skip the 4-byte length prefix)
jsonStart := offset + 4
jsonEnd := jsonStart + int(length)
jsonBytes := data[jsonStart:jsonEnd]
var result map[string]interface{}
if err := json.Unmarshal(jsonBytes, &result); err == nil {
results = append(results, result)
offset = jsonEnd
continue
} else {
// Try to find next '{'
nextBrace := -1
for i := offset + 4; i < len(data) && i < offset+104; i++ {
if data[i] == '{' {
nextBrace = i
break
}
}
if nextBrace > offset {
offset = nextBrace
continue
}
break
}
}
return results
}