Files
hudi-service/service-web/client/src/components/flow/FlowChecker.tsx

274 lines
9.5 KiB
TypeScript

import {type Connection, type Edge, getConnectedEdges, getIncomers, getOutgoers, type Node} from '@xyflow/react'
import {clone, find, findIdx, isEqual, lpad, toStr, uuid} from 'licia'
export class CheckError extends Error {
readonly id: string
constructor(
id: number,
message: string,
) {
super(message)
this.id = `E${lpad(toStr(id), 6, '0')}`
}
public toString(): string {
return `${this.id}: ${this.message}`
}
}
export const multiStartNodeError = () => new CheckError(100, '只能存在1个开始节点')
export const multiEndNodeError = () => new CheckError(101, '只能存在1个结束节点')
const getNodeById = (id: string, nodes: Node[]) => find(nodes, (n: Node) => isEqual(n.id, id))
// @ts-ignore
export const checkAddNode: (type: string, nodes: Node[], edges: Edge[]) => void = (type, nodes, edges) => {
if (isEqual(type, 'start-node') && findIdx(nodes, (node: Node) => isEqual(type, node.type)) > -1) {
throw multiStartNodeError()
}
if (isEqual(type, 'end-node') && findIdx(nodes, (node: Node) => isEqual(type, node.type)) > -1) {
throw multiEndNodeError()
}
}
export const sourceNodeNotFoundError = () => new CheckError(200, '连线起始节点未找到')
export const targetNodeNotFoundError = () => new CheckError(201, '连线目标节点未找到')
export const startNodeToEndNodeError = () => new CheckError(202, '开始节点不能直连结束节点')
export const nodeToSelfError = () => new CheckError(203, '节点不能直连自身')
export const hasCycleError = () => new CheckError(204, '禁止流程循环')
export const nodeNotOnlyToEndNode = () => new CheckError(206, '直连结束节点的节点不允许连接其他节点')
export const hasRedundantEdgeError = () => new CheckError(207, '禁止出现冗余边')
const hasCycle = (sourceNode: Node, targetNode: Node, nodes: Node[], edges: Edge[], visited = new Set<string>()) => {
if (visited.has(targetNode.id)) return false
visited.add(targetNode.id)
for (const outgoer of getOutgoers(targetNode, nodes, edges)) {
if (isEqual(outgoer.id, sourceNode.id)) return true
if (hasCycle(sourceNode, outgoer, nodes, edges, visited)) return true
}
}
/* 摘自Dify的流程合法性判断 */
type ParallelInfoItem = {
parallelNodeId: string
depth: number
isBranch?: boolean
}
type NodeParallelInfo = {
parallelNodeId: string
edgeHandleId: string
depth: number
}
type NodeHandle = {
node: Node
handle: string
}
type NodeStreamInfo = {
upstreamNodes: Set<string>
downstreamEdges: Set<string>
}
const groupBy = (array: Record<string, any>[], iteratee: string) => {
const result: Record<string, any[]> = {}
for (const item of array) {
// 获取属性值并转换为字符串键
const key = item[iteratee]
if (!result[key]) {
result[key] = []
}
result[key].push(item)
}
return result
}
// @ts-ignore
export const getParallelInfo = (nodes: Node[], edges: Edge[], parentNodeId?: string) => {
// 等到有子图的时候再考虑
/*if (parentNodeId) {
const parentNode = nodes.find(node => node.id === parentNodeId)
if (!parentNode)
throw new Error('Parent node not found')
startNode = nodes.find(node => node.id === (parentNode.data as (IterationNodeType | LoopNodeType)).start_node_id)
}
else {
startNode = nodes.find(node => isEqual(node.type, 'start_node'))
}*/
let startNode = nodes.find(node => isEqual(node.type, 'start-node'))
if (!startNode)
throw new Error('Start node not found')
const parallelList = [] as ParallelInfoItem[]
const nextNodeHandles = [{node: startNode, handle: 'source'}]
let hasAbnormalEdges = false
const traverse = (firstNodeHandle: NodeHandle) => {
const nodeEdgesSet = {} as Record<string, Set<string>>
const totalEdgesSet = new Set<string>()
const nextHandles = [firstNodeHandle]
const streamInfo = {} as Record<string, NodeStreamInfo>
const parallelListItem = {
parallelNodeId: '',
depth: 0,
} as ParallelInfoItem
const nodeParallelInfoMap = {} as Record<string, NodeParallelInfo>
nodeParallelInfoMap[firstNodeHandle.node.id] = {
parallelNodeId: '',
edgeHandleId: '',
depth: 0,
}
while (nextHandles.length) {
const currentNodeHandle = nextHandles.shift()!
const {node: currentNode, handle: currentHandle = 'source'} = currentNodeHandle
const currentNodeHandleKey = currentNode.id
const connectedEdges = edges.filter(edge => edge.source === currentNode.id && edge.sourceHandle === currentHandle)
const connectedEdgesLength = connectedEdges.length
const outgoers = nodes.filter(node => connectedEdges.some(edge => edge.target === node.id))
const incomers = getIncomers(currentNode, nodes, edges)
if (!streamInfo[currentNodeHandleKey]) {
streamInfo[currentNodeHandleKey] = {
upstreamNodes: new Set<string>(),
downstreamEdges: new Set<string>(),
}
}
if (nodeEdgesSet[currentNodeHandleKey]?.size > 0 && incomers.length > 1) {
const newSet = new Set<string>()
for (const item of totalEdgesSet) {
if (!streamInfo[currentNodeHandleKey].downstreamEdges.has(item))
newSet.add(item)
}
if (isEqual(nodeEdgesSet[currentNodeHandleKey], newSet)) {
parallelListItem.depth = nodeParallelInfoMap[currentNode.id].depth
nextNodeHandles.push({node: currentNode, handle: currentHandle})
break
}
}
if (nodeParallelInfoMap[currentNode.id].depth > parallelListItem.depth)
parallelListItem.depth = nodeParallelInfoMap[currentNode.id].depth
outgoers.forEach((outgoer) => {
const outgoerConnectedEdges = getConnectedEdges([outgoer], edges).filter(edge => edge.source === outgoer.id)
const sourceEdgesGroup = groupBy(outgoerConnectedEdges, 'sourceHandle')
const incomers = getIncomers(outgoer, nodes, edges)
if (outgoers.length > 1 && incomers.length > 1)
hasAbnormalEdges = true
Object.keys(sourceEdgesGroup).forEach((sourceHandle) => {
nextHandles.push({node: outgoer, handle: sourceHandle})
})
if (!outgoerConnectedEdges.length)
nextHandles.push({node: outgoer, handle: 'source'})
const outgoerKey = outgoer.id
if (!nodeEdgesSet[outgoerKey])
nodeEdgesSet[outgoerKey] = new Set<string>()
if (nodeEdgesSet[currentNodeHandleKey]) {
for (const item of nodeEdgesSet[currentNodeHandleKey])
nodeEdgesSet[outgoerKey].add(item)
}
if (!streamInfo[outgoerKey]) {
streamInfo[outgoerKey] = {
upstreamNodes: new Set<string>(),
downstreamEdges: new Set<string>(),
}
}
if (!nodeParallelInfoMap[outgoer.id]) {
nodeParallelInfoMap[outgoer.id] = {
...nodeParallelInfoMap[currentNode.id],
}
}
if (connectedEdgesLength > 1) {
const edge = connectedEdges.find(edge => edge.target === outgoer.id)!
nodeEdgesSet[outgoerKey].add(edge.id)
totalEdgesSet.add(edge.id)
streamInfo[currentNodeHandleKey].downstreamEdges.add(edge.id)
streamInfo[outgoerKey].upstreamNodes.add(currentNodeHandleKey)
for (const item of streamInfo[currentNodeHandleKey].upstreamNodes)
streamInfo[item].downstreamEdges.add(edge.id)
if (!parallelListItem.parallelNodeId)
parallelListItem.parallelNodeId = currentNode.id
const prevDepth = nodeParallelInfoMap[currentNode.id].depth + 1
const currentDepth = nodeParallelInfoMap[outgoer.id].depth
nodeParallelInfoMap[outgoer.id].depth = Math.max(prevDepth, currentDepth)
} else {
for (const item of streamInfo[currentNodeHandleKey].upstreamNodes)
streamInfo[outgoerKey].upstreamNodes.add(item)
nodeParallelInfoMap[outgoer.id].depth = nodeParallelInfoMap[currentNode.id].depth
}
})
}
parallelList.push(parallelListItem)
}
while (nextNodeHandles.length) {
const nodeHandle = nextNodeHandles.shift()!
traverse(nodeHandle)
}
return {
parallelList,
hasAbnormalEdges,
}
}
export const checkAddConnection: (connection: Connection, nodes: Node[], edges: Edge[]) => void = (connection, nodes, edges) => {
let sourceNode = getNodeById(connection.source, nodes)
if (!sourceNode) {
throw sourceNodeNotFoundError()
}
let targetNode = getNodeById(connection.target, nodes)
if (!targetNode) {
throw targetNodeNotFoundError()
}
// 禁止短路整个流程
if (isEqual('start-node', sourceNode.type) && isEqual('end-node', targetNode.type)) {
throw startNodeToEndNodeError()
}
// 禁止流程出现环,必须是有向无环图
if (isEqual(sourceNode.id, targetNode.id)) {
throw nodeToSelfError()
} else if (hasCycle(sourceNode, targetNode, nodes, edges)) {
throw hasCycleError()
}
let newEdges = [...clone(edges), {...connection, id: uuid()}]
let {hasAbnormalEdges} = getParallelInfo(nodes, newEdges)
if (hasAbnormalEdges) {
throw hasRedundantEdgeError()
}
}
export const atLeastOneStartNodeError = () => new CheckError(300, '至少存在1个开始节点')
export const atLeastOneEndNodeError = () => new CheckError(301, '至少存在1个结束节点')
// @ts-ignore
export const checkSave: (nodes: Node[], edges: Edge[], data: any) => void = (nodes, edges, data) => {
if (nodes.filter(n => isEqual('start-node', n.type)).length < 1) {
throw atLeastOneStartNodeError()
}
if (nodes.filter(n => isEqual('end-node', n.type)).length < 1) {
throw atLeastOneEndNodeError()
}
}