Flowise/packages/components/nodes/utilities/CustomFunction/CustomFunction.ts

152 lines
5.4 KiB
TypeScript

import { flatten } from 'lodash'
import { type StructuredTool } from '@langchain/core/tools'
import { DataSource } from 'typeorm'
import { getVars, handleEscapeCharacters, executeJavaScriptCode, createCodeExecutionSandbox } from '../../../src/utils'
import { ICommonObject, IDatabaseEntity, INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface'
class CustomFunction_Utilities implements INode {
label: string
name: string
version: number
description: string
type: string
icon: string
category: string
tags: string[]
baseClasses: string[]
inputs: INodeParams[]
outputs: INodeOutputsValue[]
constructor() {
this.label = 'Custom JS Function'
this.name = 'customFunction'
this.version = 3.0
this.type = 'CustomFunction'
this.icon = 'customfunction.svg'
this.category = 'Utilities'
this.description = `Execute custom javascript function`
this.baseClasses = [this.type, 'Utilities']
this.tags = ['Utilities']
this.inputs = [
{
label: 'Input Variables',
name: 'functionInputVariables',
description: 'Input variables can be used in the function with prefix $. For example: $var',
type: 'json',
optional: true,
acceptVariable: true,
list: true
},
{
label: 'Function Name',
name: 'functionName',
type: 'string',
optional: true,
placeholder: 'My Function'
},
{
label: 'Additional Tools',
description: 'Tools can be used in the function with $tools.{tool_name}.invoke(args)',
name: 'tools',
type: 'Tool',
list: true,
optional: true
},
{
label: 'Javascript Function',
name: 'javascriptFunction',
type: 'code'
}
]
this.outputs = [
{
label: 'Output',
name: 'output',
baseClasses: ['string', 'number', 'boolean', 'json', 'array']
},
{
label: 'Ending Node',
name: 'EndingNode',
baseClasses: [this.type]
}
]
}
async init(nodeData: INodeData, input: string, options: ICommonObject): Promise<any> {
const isEndingNode = nodeData?.outputs?.output === 'EndingNode'
if (isEndingNode && !options.isRun) return // prevent running both init and run twice
const javascriptFunction = nodeData.inputs?.javascriptFunction as string
const functionInputVariablesRaw = nodeData.inputs?.functionInputVariables
const appDataSource = options.appDataSource as DataSource
const databaseEntities = options.databaseEntities as IDatabaseEntity
const tools = Object.fromEntries((flatten(nodeData.inputs?.tools) as StructuredTool[])?.map((tool) => [tool.name, tool]) ?? [])
const variables = await getVars(appDataSource, databaseEntities, nodeData, options)
const flow = {
chatflowId: options.chatflowid,
sessionId: options.sessionId,
chatId: options.chatId,
rawOutput: options.rawOutput || '',
input
}
let inputVars: ICommonObject = {}
if (functionInputVariablesRaw) {
try {
inputVars =
typeof functionInputVariablesRaw === 'object' ? functionInputVariablesRaw : JSON.parse(functionInputVariablesRaw)
} catch (exception) {
throw new Error('Invalid JSON in the Custom Function Input Variables: ' + exception)
}
}
// Some values might be a stringified JSON, parse it
for (const key in inputVars) {
let value = inputVars[key]
if (typeof value === 'string') {
value = handleEscapeCharacters(value, true)
if (value.startsWith('{') && value.endsWith('}')) {
try {
value = JSON.parse(value)
} catch (e) {
// ignore
}
}
inputVars[key] = value
}
}
// Create additional sandbox variables
const additionalSandbox: ICommonObject = {
$tools: tools
}
// Add input variables to sandbox
if (Object.keys(inputVars).length) {
for (const item in inputVars) {
additionalSandbox[`$${item}`] = inputVars[item]
}
}
const sandbox = createCodeExecutionSandbox(input, variables, flow, additionalSandbox)
try {
const response = await executeJavaScriptCode(javascriptFunction, sandbox)
if (typeof response === 'string' && !isEndingNode) {
return handleEscapeCharacters(response, false)
}
return response
} catch (e) {
throw new Error(e)
}
}
async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
return await this.init(nodeData, input, { ...options, isRun: true })
}
}
module.exports = { nodeClass: CustomFunction_Utilities }