Files
ragflow/internal/dao/database.go
Jin Hai e96bc37d06 Go: use NATS as the message queue (#15327)
### What problem does this PR solve?

```
RAGFlow(admin)> mq publish 'msg2';
SUCCESS
RAGFlow(admin)> mq publish 'msg3';
SUCCESS
RAGFlow(admin)> mq list;
+---------+---------------+
| message | subject       |
+---------+---------------+
| msg1    | tasks.RAGFLOW |
| msg2    | tasks.RAGFLOW |
| msg3    | tasks.RAGFLOW |
+---------+---------------+
RAGFlow(admin)> mq pull 2;
+---------+---------------+
| message | subject       |
+---------+---------------+
| msg1    | tasks.RAGFLOW |
| msg2    | tasks.RAGFLOW |
+---------+---------------+
RAGFlow(admin)> mq pull noack;
+---------+---------------+
| message | subject       |
+---------+---------------+
| abc     | tasks.RAGFLOW |
+---------+---------------+
RAGFlow(admin)> mq show
+-------------------+----------------+--------+---------------+---------------+-------------------+---------------+
| ack_pending_count | consumer_count | memory | message_count | pending_count | redelivered_count | waiting_count |
+-------------------+----------------+--------+---------------+---------------+-------------------+---------------+
| 2                 | 1              | 0      | 2             | 0             | 1                 | 0             |
+-------------------+----------------+--------+---------------+---------------+-------------------+---------------+

RAGFlow(admin)> list ingestors;
+--------------+-------------------------------------------+--------+
| host         | name                                      | status |
+--------------+-------------------------------------------+--------+
| 192.168.1.38 | ingestor-8f0e4bd5650a4ac58b0151969fbf6935 | alive  |
+--------------+-------------------------------------------+--------+

RAGFlow(admin)> list ingestion tasks;
+----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+
| document_id                      | id                               | status    | step | user        | user_id                          |
+----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+
| ffe64fae423411f1a2d938a74640adcc | 90d3d0f6528941c1ac8eb0360effccc4 | COMPLETED | 5    | aaa@aaa.com | 2ba4881420fa11f19e9c38a74640adcc |
+----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+

RAGFlow(admin)> remove ingestion tasks '90d3d0f6528941c1ac8eb0360effccc4';
+---------+----------------------------------+
| delete  | task_id                          |
+---------+----------------------------------+
| success | 90d3d0f6528941c1ac8eb0360effccc4 |
+---------+----------------------------------+

RAGFlow(admin)> stop ingestion tasks 'e89e20d9a25848a1b79bd9345ddbfe1d';
+----------+----------------------------------+
| status   | task_id                          |
+----------+----------------------------------+
| STOPPING | e89e20d9a25848a1b79bd9345ddbfe1d |
+----------+----------------------------------+

# Publish a message
RAGFlow(admin)> mq publish 'cdd';
SUCCESS

# List current tasks in the message queue
RAGFlow(admin)> mq list
+----------------------------------+---------------+
| message                          | subject       |
+----------------------------------+---------------+
| 7ce392a3c1624cd2be4b5276e8825059 | tasks.RAGFLOW |
+----------------------------------+---------------+

# Consume a task from the message queue
RAGFlow(admin)> mq pull
+------+-----+----------------+
| ack  | id  | type           |
+------+-----+----------------+
| true | cdd | ingestion_test |
+------+-----+----------------+

# User mode
# List ingestion tasks, followed by dataset id
RAGFlow(user)> list ingestion tasks from '0abe79f9423311f1ad8d38a74640adcc';
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| create_date               | create_time   | dataset_id                       | document_id                      | id                               | schema | status    | update_date               | update_time   | user_id                          |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d |        | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+

RAGFlow(user)> list ingestion tasks;
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| create_date               | create_time   | dataset_id                       | document_id                      | id                               | schema | status    | update_date               | update_time   | user_id                          |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| 2026-06-02T19:02:31+08:00 | 1780398151417 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | e89e20d9a25848a1b79bd9345ddbfe1d |        | COMPLETED | 2026-06-02T19:02:52+08:00 | 1780398172208 | 2ba4881420fa11f19e9c38a74640adcc |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+

# Create an ingestion task
# First argument is document id, second argument is dataset id
RAGFlow(user)> start ingestion 'ffe64fae423411f1a2d938a74640adcc' from '0abe79f9423311f1ad8d38a74640adcc';
+----------------------------------+-------------------------------------------+
| document_id                      | result                                    |
+----------------------------------+-------------------------------------------+
| ffe64fae423411f1a2d938a74640adcc | task_id: 8d758cd14a8b4ba8ab505003fb52017d |
+----------------------------------+-------------------------------------------+

# Pause an ingestion task, first argument is ingestion id
RAGFlow(user)> stop ingestion '8d758cd14a8b4ba8ab505003fb52017d';
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| create_date               | create_time   | dataset_id                       | document_id                      | id                               | schema | status    | update_date               | update_time   | user_id                          |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d |        | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+

# Delete an ingestion task
RAGFlow(api/default)> remove ingestion tasks 'f366450a27d54677aec1c7090add30f0';
+---------+----------------------------------+
| remove  | task_id                          |
+---------+----------------------------------+
| success | f366450a27d54677aec1c7090add30f0 |
+---------+----------------------------------+

```

### Type of change

- [x] New Feature (non-breaking change which adds functionality)

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-06-12 14:56:44 +08:00

229 lines
6.0 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 dao
import (
"fmt"
"log"
"ragflow/internal/common"
"ragflow/internal/entity"
"ragflow/internal/entity/models"
"strings"
"time"
"ragflow/internal/server"
"go.uber.org/zap"
gormLogger "gorm.io/gorm/logger"
"gorm.io/driver/mysql"
"gorm.io/gorm"
)
var DB *gorm.DB
var modelProviderManager *models.ProviderManager
// LLMFactoryConfig represents a single LLM factory configuration
type LLMFactoryConfig struct {
Name string `json:"name"`
Logo string `json:"logo"`
Tags string `json:"tags"`
Status string `json:"status"`
Rank string `json:"rank"`
LLM []LLMConfig `json:"llm"`
}
// LLMConfig represents a single LLM model configuration
type LLMConfig struct {
LLMName string `json:"llm_name"`
Tags string `json:"tags"`
MaxTokens int64 `json:"max_tokens"`
ModelType string `json:"model_type"`
IsTools bool `json:"is_tools"`
}
// LLMFactoriesFile represents the structure of llm_factories.json
type LLMFactoriesFile struct {
FactoryLLMInfos []LLMFactoryConfig `json:"factory_llm_infos"`
}
// InitDB initialize database connection
func InitDB() error {
cfg := server.GetConfig()
dbCfg := cfg.Database
dsn := fmt.Sprintf("%s:%s@tcp(%s:%d)/%s?charset=%s&parseTime=True&loc=Local",
dbCfg.Username,
dbCfg.Password,
dbCfg.Host,
dbCfg.Port,
dbCfg.Database,
dbCfg.Charset,
)
// Set log level
var gormLogLevel gormLogger.LogLevel
if cfg.Server.Mode == "debug" {
gormLogLevel = gormLogger.Info
} else {
gormLogLevel = gormLogger.Silent
}
// Connect to database
var err error
DB, err = gorm.Open(mysql.Open(dsn), &gorm.Config{
Logger: gormLogger.Default.LogMode(gormLogLevel),
NowFunc: func() time.Time {
return time.Now().Local()
},
TranslateError: true,
})
if err != nil {
return fmt.Errorf("failed to connect database: %w", err)
}
// Get general database object sql.DB
sqlDB, err := DB.DB()
if err != nil {
return fmt.Errorf("failed to get database instance: %w", err)
}
// Set connection pool
sqlDB.SetMaxIdleConns(10)
sqlDB.SetMaxOpenConns(100)
sqlDB.SetConnMaxLifetime(time.Hour)
// Auto migrate all dataModels
dataModels := []interface{}{
&entity.User{},
&entity.Tenant{},
&entity.UserTenant{},
&entity.File{},
&entity.File2Document{},
&entity.TenantLLM{},
&entity.Chat{},
&entity.ChatSession{},
&entity.Task{},
&entity.APIToken{},
&entity.API4Conversation{},
&entity.Knowledgebase{},
&entity.InvitationCode{},
&entity.Document{},
&entity.UserCanvas{},
&entity.CanvasTemplate{},
&entity.UserCanvasVersion{},
&entity.LLMFactories{},
&entity.LLM{},
&entity.TenantLangfuse{},
&entity.SystemSettings{},
&entity.Connector{},
&entity.Connector2Kb{},
&entity.SyncLogs{},
&entity.MCPServer{},
&entity.Memory{},
&entity.Search{},
&entity.PipelineOperationLog{},
&entity.EvaluationDataset{},
&entity.EvaluationCase{},
&entity.EvaluationRun{},
&entity.EvaluationResult{},
&entity.TimeRecord{},
&entity.License{},
&entity.SkillSearchConfig{},
&entity.TenantModelInstance{},
&entity.TenantModel{},
&entity.TenantModelGroupMapping{},
&entity.TenantModelProvider{},
&entity.TenantModelGroup{},
&entity.IngestionTask{},
&entity.IngestionTaskLog{},
&entity.IngestionTasklet{},
&entity.IngestionTaskletLog{},
}
for _, m := range dataModels {
if err = autoMigrateSafely(DB, m); err != nil {
return fmt.Errorf("failed to migrate model %T: %w", m, err)
}
}
// Run manual migrations for complex schema changes
if err = RunMigrations(DB); err != nil {
return fmt.Errorf("failed to run manual migrations: %w", err)
}
common.Info("Database connected and migrated successfully")
err = models.InitProviderManager("conf/models")
if err != nil {
log.Fatal("Failed to load model providers:", err)
}
modelProviderManager = models.GetProviderManager()
common.Info("Model providers loaded successfully")
return nil
}
// GetDB get database instance
func GetDB() *gorm.DB {
return DB
}
// GetModelProviderManager get database instance
func GetModelProviderManager() *models.ProviderManager {
return modelProviderManager
}
// autoMigrateSafely runs AutoMigrate and ignores duplicate index errors
// This handles cases where indexes already exist (e.g., created by Python backend)
func autoMigrateSafely(db *gorm.DB, model interface{}) error {
err := db.AutoMigrate(model)
if err == nil {
return nil
}
// Check if error is MySQL duplicate index error (Error 1061)
errStr := err.Error()
if strings.Contains(errStr, "Error 1061") && strings.Contains(errStr, "Duplicate key name") {
common.Info("Index already exists, skipping", zap.String("error", errStr))
return nil
}
if strings.Contains(errStr, "Error 1060") && strings.Contains(errStr, "Duplicate column name") {
common.Info("Column already exists, skipping", zap.String("error", errStr))
return nil
}
if strings.Contains(errStr, "Error 1050") && strings.Contains(errStr, "Table") {
common.Info("Table already exists, skipping", zap.String("error", errStr))
return nil
}
if strings.Contains(errStr, "Error 1091") && strings.Contains(errStr, "Can't DROP") {
common.Info("Index/column already dropped, skipping", zap.String("error", errStr))
return nil
}
if strings.Contains(errStr, "Error 1138") && strings.Contains(errStr, "Invalid use of NULL") {
common.Info("NULL value in existing rows, skipping migration change", zap.String("error", errStr))
return nil
}
return err
}