Merge pull request #761 from lpongetti/feature/add-some-db-type-to-sql-chain

Issue #740: Added postgres, mssql and mysql to Sql Database Chain
This commit is contained in:
Henry Heng
2023-08-16 01:57:09 +01:00
committed by GitHub
@@ -5,6 +5,9 @@ import { DataSource } from 'typeorm'
import { SqlDatabase } from 'langchain/sql_db'
import { BaseLanguageModel } from 'langchain/base_language'
import { ConsoleCallbackHandler, CustomChainHandler } from '../../../src/handler'
import { DataSourceOptions } from 'typeorm/data-source'
type DatabaseType = 'sqlite' | 'postgres' | 'mssql' | 'mysql'
class SqlDatabaseChain_Chains implements INode {
label: string
@@ -38,36 +41,48 @@ class SqlDatabaseChain_Chains implements INode {
type: 'options',
options: [
{
label: 'SQlite',
label: 'SQLite',
name: 'sqlite'
},
{
label: 'PostgreSQL',
name: 'postgres'
},
{
label: 'MSSQL',
name: 'mssql'
},
{
label: 'MySQL',
name: 'mysql'
}
],
default: 'sqlite'
},
{
label: 'Database File Path',
name: 'dbFilePath',
label: 'Connection string or file path (sqlite only)',
name: 'url',
type: 'string',
placeholder: 'C:/Users/chinook.db'
placeholder: '1270.0.0.1:5432/chinook'
}
]
}
async init(nodeData: INodeData): Promise<any> {
const databaseType = nodeData.inputs?.database as 'sqlite'
const databaseType = nodeData.inputs?.database as DatabaseType
const model = nodeData.inputs?.model as BaseLanguageModel
const dbFilePath = nodeData.inputs?.dbFilePath
const url = nodeData.inputs?.url
const chain = await getSQLDBChain(databaseType, dbFilePath, model)
const chain = await getSQLDBChain(databaseType, url, model)
return chain
}
async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
const databaseType = nodeData.inputs?.database as 'sqlite'
const databaseType = nodeData.inputs?.database as DatabaseType
const model = nodeData.inputs?.model as BaseLanguageModel
const dbFilePath = nodeData.inputs?.dbFilePath
const url = nodeData.inputs?.url
const chain = await getSQLDBChain(databaseType, dbFilePath, model)
const chain = await getSQLDBChain(databaseType, url, model)
const loggerHandler = new ConsoleCallbackHandler(options.logger)
if (options.socketIO && options.socketIOClientId) {
@@ -81,11 +96,18 @@ class SqlDatabaseChain_Chains implements INode {
}
}
const getSQLDBChain = async (databaseType: 'sqlite', dbFilePath: string, llm: BaseLanguageModel) => {
const datasource = new DataSource({
type: databaseType,
database: dbFilePath
})
const getSQLDBChain = async (databaseType: DatabaseType, url: string, llm: BaseLanguageModel) => {
const datasource = new DataSource(
databaseType === 'sqlite'
? {
type: databaseType,
database: url
}
: ({
type: databaseType,
url: url
} as DataSourceOptions)
)
const db = await SqlDatabase.fromDataSourceParams({
appDataSource: datasource