const fs = require('fs') const path = require('path') const http = require('http') const https = require('https') const ROOT = path.resolve(__dirname, '..') const DOCS_DIR = path.join(ROOT, 'docs') const ENV_FILE = path.join(__dirname, '.env.local') const KNOWLEDGE_FILE = path.join(DOCS_DIR, 'wc-spc-knowledge-base.json') function loadLocalEnv() { if (!fs.existsSync(ENV_FILE)) return fs.readFileSync(ENV_FILE, 'utf8').split(/\r?\n/).forEach(line => { const text = line.trim() if (!text || text[0] === '#') return const index = text.indexOf('=') if (index <= 0) return const key = text.slice(0, index).trim() const value = text.slice(index + 1).trim().replace(/^["']|["']$/g, '') if (key && process.env[key] == null) process.env[key] = value }) } loadLocalEnv() const PORT = Number(process.env.AI_MCP_PORT || 3100) const DEEPSEEK_API_KEY = process.env.DEEPSEEK_API_KEY || '' const DEEPSEEK_BASE_URL = (process.env.DEEPSEEK_BASE_URL || 'https://api.deepseek.com').replace(/\/$/, '') const DEEPSEEK_MODEL = process.env.DEEPSEEK_MODEL || 'deepseek-v4-pro' const MES_BACKEND_URL = process.env.MES_BACKEND_URL || 'http://127.0.0.1:10050/submit/MESCommonBase.ashx' const SPC_BACKEND_URL = (process.env.SPC_BACKEND_URL || 'http://localhost:57966').replace(/\/$/, '') const ALLOW_BACKEND_CALLS = process.env.AI_MCP_ALLOW_BACKEND_CALLS === 'true' const HOME_PAGE_URL = process.env.AI_HOME_PAGE_URL || 'http://127.0.0.1:1997/#/dashboard' const HOME_PAGE_PATH = '/dashboard' const QUALITY_DATA_DEFAULT_LIMIT = 50 function readJson(file, fallback) { try { return JSON.parse(fs.readFileSync(file, 'utf8')) } catch (error) { return fallback } } function emptyKnowledgeBase() { return { generatedAt: null, modules: [], apiMappings: [], sqlTables: [], qualityModules: [], qualityDataQueries: [], spcCharts: [], queryHints: [] } } let knowledgeBase = readJson(KNOWLEDGE_FILE, emptyKnowledgeBase()) const QUALITY_DATA_QUERY_PROFILE = { key: 'assembly-quality-data', title: '质量数据查询', routePath: '/QualityAssurance/AssemblyQualitydataQuery', view: 'src\\views\\QualityAssurance\\AssemblyQualitydataQuery\\index.vue', module: 'QualityAssurance', method: 'selectDate', type: '11', nameOrSql: '质量数据_发动机质量数据_各个工位_视图_发动机型号_综合查询', exportType: '2001', exportNameOrSql: '质量数据查询_综合查询新', description: '按时间、工位、工件编号、订货号、订货号ID、机型号、工单ID、工单号、是否合格、测量位置、测量项目查询发动机各工位质量数据;无筛选条件时按全时间范围返回最新 50 条。', defaultStrategy: '无查询条件时使用 1900-01-01 00:00:00 至 2099-12-31 23:59:59、全部筛选_ischeck=0、PageCurrent=1、PageSize=50,并按生产日期等时间字段倒序展示最新 50 条。', latestSortFields: ['生产日期', '操作时间', '完成时间', '到达时间', '离开时间', '时间'], parameters: [ { name: '开始时间', arg: 'startTime', defaultValue: '1900-01-01 00:00:00', required: true }, { name: '结束时间', arg: 'endTime', defaultValue: '2099-12-31 23:59:59', required: true }, { name: '工位号_ischeck', arg: 'stationNumber', checkFor: '工位号' }, { name: '工位号', arg: 'stationNumber' }, { name: 'PageCurrent', arg: 'pageCurrent', defaultValue: 1 }, { name: 'PageSize', arg: 'pageSize', defaultValue: 50 }, { name: 'PageCount', defaultValue: '1111', type: 'int', output: '1' }, { name: 'ItemCount', defaultValue: '1111', type: 'int', output: '1' }, { name: '工件编号_ischeck', arg: 'engineId', checkFor: '工件编号' }, { name: '工件编号', arg: 'engineId' }, { name: '订货号_ischeck', arg: 'orderCode', checkFor: '订货号' }, { name: '订货号', arg: 'orderCode' }, { name: '订货号ID_ischeck', arg: 'orderCodeId', checkFor: '订货号ID' }, { name: '订货号ID', arg: 'orderCodeId' }, { name: '机型号_ischeck', arg: 'engineType', checkFor: '机型号' }, { name: '机型号', arg: 'engineType' }, { name: '工单ID_ischeck', arg: 'workOrderId', checkFor: '工单ID' }, { name: '工单ID', arg: 'workOrderId' }, { name: '工单号_ischeck', arg: 'workOrderCode', checkFor: '工单号' }, { name: '工单号', arg: 'workOrderCode' }, { name: '是否合格', arg: 'isOk', defaultValue: '0' }, { name: '测量位置_ischeck', arg: 'testPosition', checkFor: '测量位置' }, { name: '测量位置', arg: 'testPosition' }, { name: '测量项目_ischeck', arg: 'testItem', checkFor: '测量项目' }, { name: '测量项目', arg: 'testItem' } ], tableFields: [ { label: '工位名称', prop: '工序名称' }, { label: '工件编号', prop: '发动机号' }, { label: '机型号', prop: '机型号' }, { label: '订货号', prop: '订货号' }, { label: '订货号ID', prop: '订货号ID' }, { label: '工单ID', prop: '工单ID' }, { label: '工单号', prop: '工单号' }, { label: '测量位置', prop: '测量位置' }, { label: '测量项目', prop: '测量项目' }, { label: '测量值', prop: '测量值' }, { label: '理论值', prop: '理论值' }, { label: '上限值', prop: '上限值' }, { label: '下限值', prop: '下限值' }, { label: '测量单位', prop: '测量单位' }, { label: '生产日期', prop: '生产日期' }, { label: '合格标志', prop: '合格标志' } ] } function lower(value) { return String(value || '').toLowerCase() } function unique(values) { return Array.from(new Set(values.filter(Boolean))) } function escapeHtml(value) { return String(value == null ? '' : value) .replace(/&/g, '&') .replace(//g, '>') .replace(/"/g, '"') .replace(/'/g, ''') } function table(headers, rows) { const dataRows = Array.isArray(rows) ? rows : [] let html = '' headers.forEach(header => { html += '' }) html += '' if (!dataRows.length) { html += '' } else { dataRows.forEach(row => { html += '' headers.forEach(header => { const value = row && row[header.key] html += '' }) html += '' }) } html += '
' + escapeHtml(header.label) + '
无匹配数据
' + escapeHtml(Array.isArray(value) ? value.join(', ') : value) + '
' return html } function isNgValue(value) { const text = String(value == null ? '' : value).trim() return /不合格|NG|false/i.test(text) || text === '0' } function firstValue(row, keys) { for (let i = 0; i < keys.length; i++) { const value = row && row[keys[i]] if (value != null && value !== '') return value } return '' } function detailTable(headers, rows) { const dataRows = Array.isArray(rows) ? rows : [] let html = '
' headers.forEach(header => { html += '' }) html += '' if (!dataRows.length) { html += '' } else { dataRows.forEach(row => { html += '' headers.forEach(header => { const value = row && row[header.key] const className = header.status ? (isNgValue(value) ? ' class="ai-status-ng"' : '') : '' html += '' + escapeHtml(Array.isArray(value) ? value.join(', ') : value) + '' }) html += '' }) } html += '
' + escapeHtml(header.label) + '
无数据
' return html } function normalizeRows(rows, limit) { if (!Array.isArray(rows)) return [] return rows.slice(0, limit || 30).map(row => { if (!row || typeof row !== 'object') return { value: row } return row }) } function htmlForRows(title, rows, limit) { const normalized = normalizeRows(rows, limit || 30) const keys = unique(normalized.flatMap(row => Object.keys(row))).slice(0, 12) if (!keys.length) return '

' + escapeHtml(title) + '

' + table([{ key: 'message', label: '结果' }], [{ message: '无数据' }]) return '

' + escapeHtml(title) + '

' + table(keys.map(key => ({ key, label: key })), normalized) } function qualityDetailRows(rows) { return normalizeRows(rows, 50).map(row => ({ productionDate: firstValue(row, ['生产日期', '操作时间', '完成时间', '到达时间', '离开时间', '时间']), stationName: firstValue(row, ['工序名称', '工位名称', '工位号', '指南工位号']), workpieceNo: firstValue(row, ['发动机号', '工件编号', '工件号', '总成号']), measureItem: firstValue(row, ['测量项目', '测量内容', '项目']), measurePosition: firstValue(row, ['测量位置', '位置']), measureValue: firstValue(row, ['测量值', '实际值', '值']), upperLimit: firstValue(row, ['上限值', '上限']), lowerLimit: firstValue(row, ['下限值', '下限']), passFlag: firstValue(row, ['合格标志', '是否合格', '合格']) })) } function htmlForQualityDetailRows(rows) { return '

质量数据明细(部分,按生产日期倒序,最多50条)

' + detailTable([ { key: 'productionDate', label: '生产日期' }, { key: 'stationName', label: '工位名称' }, { key: 'workpieceNo', label: '工件编号' }, { key: 'measureItem', label: '测量项目' }, { key: 'measurePosition', label: '测量位置' }, { key: 'measureValue', label: '测量值' }, { key: 'upperLimit', label: '上限值' }, { key: 'lowerLimit', label: '下限值' }, { key: 'passFlag', label: '合格标志', status: true } ], qualityDetailRows(rows)) } function tokens(query) { const source = lower(query) const parts = source .replace(/[^\w\u4e00-\u9fa5]+/g, ' ') .split(/\s+/) .map(item => item.trim()) .filter(item => item && item.length > 1) const grams = [] parts.forEach(part => { if (/[\u4e00-\u9fa5]/.test(part) && part.length > 2) { for (let size = 2; size <= Math.min(4, part.length); size++) { for (let index = 0; index <= part.length - size; index++) { grams.push(part.substr(index, size)) } } } }) return unique(parts.concat(grams)).filter(item => ['页面', '接口', '数据', '查询', '功能', '模块'].indexOf(item) === -1) } function scoreText(text, query) { const haystack = lower(text) const compactHaystack = haystack.replace(/\s+/g, '') const q = lower(query) const compactQuery = q.replace(/\s+/g, '') if (!q) return 1 let score = compactQuery && compactHaystack.indexOf(compactQuery) > -1 ? 50 : 0 tokens(query).forEach(part => { if (haystack.indexOf(part) > -1) score += part.length }) return score } function pick(rows, query, fields, limit) { return (rows || []) .map(row => { const text = fields.map(field => { const value = row[field] return Array.isArray(value) ? value.join(' ') : value }).join(' ') return { row, score: scoreText(text, query) } }) .filter(item => item.score > 0) .sort((a, b) => b.score - a.score) .slice(0, limit || 20) .map(item => item.row) } function routeCandidates(question, limit) { const query = String(question || '').replace(/打开|跳转|进入|导航|前往|去到|查看|页面|模块/g, ' ') return (knowledgeBase.modules || []) .filter(row => row.routePath) .map(row => { const text = [row.module, row.title, row.view, row.routePath, row.domains, row.functionNames, row.keywords].join(' ') let score = scoreText(text, query || question) const compactQuestion = String(question || '').replace(/\s+/g, '').toLowerCase() const compactPath = String(row.routePath || '').replace(/[\/_\s]+/g, '').toLowerCase() const compactTitle = String(row.title || '').replace(/[\/_\s]+/g, '').toLowerCase() if (compactQuestion.indexOf('spc分析') > -1 && compactPath.indexOf('searchdataspcanalysis') > -1) score += 100 if (compactQuestion.indexOf('spc') > -1 && compactTitle.indexOf('spc') > -1) score += 30 if (compactQuestion.indexOf('质量andon') > -1 && compactPath.indexOf('qualityandon') > -1) score += 40 if (compactQuestion.indexOf('统计') === -1 && compactQuestion.indexOf('质量andon') > -1 && compactPath.indexOf('qualityandonstatistics') > -1) score -= 25 if (compactQuestion.indexOf('统计') > -1 && compactPath.indexOf('statistics') > -1) score += 40 return Object.assign({ score }, row) }) .filter(row => row.score > 0) .sort((a, b) => b.score - a.score) .slice(0, limit || 8) } function moduleFeatureRows() { if (Array.isArray(knowledgeBase.moduleFeatureProfiles) && knowledgeBase.moduleFeatureProfiles.length) { return knowledgeBase.moduleFeatureProfiles } return (knowledgeBase.modules || []).map(row => Object.assign({ view: row.view, module: row.module, title: row.title, routePath: row.routePath, filters: [], buttons: [], tableFields: [], lifecycle: [], methods: [], backendCalls: row.calls || [], actions: [], riskLevel: row.queryable ? '包含查询入口' : '未识别到数据调用', description: row.title || row.view, keywords: row.keywords || [] }, row.featureProfile || {})) } function moduleFeatureCandidates(question, limit) { const q = String(question || '') return moduleFeatureRows() .map(row => { const text = [ row.module, row.title, row.view, row.routePath, row.description, row.actions, (row.filters || []).map(item => [item.label, item.model, item.control].join(' ')).join(' '), (row.buttons || []).map(item => [item.label, item.method, item.action].join(' ')).join(' '), (row.tableFields || []).map(item => [item.label, item.prop].join(' ')).join(' '), (row.backendCalls || []).map(item => item.nameOrSql || item.NameOrSql).join(' '), row.keywords ].join(' ') let score = scoreText(text, question) if (/统计/.test(q) && /Statistics/i.test(row.view + ' ' + row.routePath + ' ' + row.title)) score += 40 if (!/统计/.test(q) && /(页面|查询页面|模块|功能|有什么)/.test(q) && /Statistics/i.test(row.view + ' ' + row.routePath + ' ' + row.title)) score -= 25 if (/质量.*Andon|Andon.*质量/i.test(q) && /qualityAndon\\index\.vue/i.test(row.view)) score += 40 return Object.assign({ score }, row) }) .filter(row => row.score > 0) .sort((a, b) => b.score - a.score) .slice(0, limit || 8) } function isFeatureQuestion(question) { const text = String(question || '') return /(功能|有什么|有哪些|介绍|说明|页面|模块|按钮|字段|表格|筛选|条件|接口|入口|怎么用|如何使用|对应.*代码|功能代码|详细解析)/i.test(text) && !/(查数据|查询数据|数据库|明细数据|最近\s*\d+\s*天.*数据|按.*查询.*数据|统计数据|实际数据|返回数据)/i.test(text) } function isNavigationQuestion(question) { return /(打开|跳转|进入|导航|前往|去到|切换到)/.test(String(question || '')) || /查看.*页面/.test(String(question || '')) } function isHomeNavigationQuestion(question) { const text = String(question || '').replace(/\s+/g, '') return /(打开|跳转|进入|导航|前往|去到|切换到|返回|回到).*(主页|首页|主页面|仪表盘|dashboard)/i.test(text) || /(主页|首页|主页面|仪表盘|dashboard).*(打开|跳转|进入|导航|前往|去到|切换到)/i.test(text) } function navigationResponse(question) { if (!isNavigationQuestion(question)) return null if (isHomeNavigationQuestion(question)) { const target = { title: '主页', routePath: HOME_PAGE_PATH, url: HOME_PAGE_URL, view: 'dashboard' } return { html: '

页面导航

' + table([ { key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'url', label: '目标地址' } ], [target]), actions: [{ type: 'navigate', path: HOME_PAGE_PATH, url: HOME_PAGE_URL, title: target.title, view: target.view }] } } const candidates = routeCandidates(question, 8) if (!candidates.length) { return { html: table([{ key: '提示', label: '提示' }], [{ 提示: '未找到匹配页面,请换一个页面名或模块名。' }]), actions: [] } } const target = candidates[0] return { html: '

页面导航

' + table([ { key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'view', label: '源码文件' } ], [target]), actions: [{ type: 'navigate', path: target.routePath, title: target.title, view: target.view }] } } function isQualityQuestion(question) { return /质量|SPC|巡检|条码|Andon|安灯|测量|工位|过程能力|趋势|直方|正态|排列|X-R|XR|X-S|XS/i.test(String(question || '')) } function listQualityModules(limit) { return (knowledgeBase.qualityModules || []).slice(0, limit || 50).map(row => ({ title: row.Title, routePath: row.RoutePath, domains: row.Domains, queryable: row.Queryable, view: row.View })) } function qualitySearchResponse(question) { const rows = pick(knowledgeBase.qualityModules, question, ['Title', 'View', 'Domains', 'QueryNames'], 12) return '

质量管理匹配模块

' + table([ { key: 'Title', label: '页面' }, { key: 'RoutePath', label: '路由' }, { key: 'Domains', label: '业务域' }, { key: 'Queryable', label: '可查询' } ], rows) } function isSimpleLookupQuestion(question) { const text = String(question || '') return /^(项目|功能|模块|页面|查询质量数据|质量数据查询|质量Andon|Andon)/i.test(text) || /查看.*页面/.test(text) } function featureSummaryRows(profile) { return [ { name: '页面', value: profile.title || '' }, { name: '路由', value: profile.routePath || '' }, { name: '源码', value: profile.view || '' }, { name: '一级模块', value: profile.module || '' }, { name: '功能概要', value: profile.description || '' }, { name: '读写风险', value: profile.riskLevel || '' } ] } function qualityDataProfileRows(profile) { return [ { name: '功能名称', value: profile.title || '' }, { name: '页面路由', value: profile.routePath || '' }, { name: '源码文件', value: profile.view || '' }, { name: '默认查询入口', value: profile.nameOrSql || '' }, { name: '导出入口', value: profile.exportNameOrSql || '' }, { name: '说明', value: profile.description || '' } ] } function qualityDataParameterRows(profile, args) { const inputs = buildStructuredQualityDataParams(args || {}, profile) return inputs.map(item => ({ name: item.name, value: item.value, output: item.output || '', type: item.type || '' })) } function describeQualityDataQuery(profile, args) { let html = '

质量数据查询功能

' + table([ { key: 'name', label: '项目' }, { key: 'value', label: '内容' } ], qualityDataProfileRows(profile)) html += '

查询参数

' + table([ { key: 'name', label: '参数' }, { key: 'value', label: '值' }, { key: 'type', label: '类型' }, { key: 'output', label: '输出' } ], qualityDataParameterRows(profile, args)) html += '

结果字段

' + table([ { key: 'label', label: '字段' }, { key: 'prop', label: '数据字段' }, { key: 'width', label: '宽度' } ], profile.tableFields || []) html += '

查询入口

' + table([ { key: 'type', label: '类型' }, { key: 'nameOrSql', label: '入口名称' }, { key: 'role', label: '角色' } ], [{ type: profile.type, nameOrSql: profile.nameOrSql, role: '页面已有查询方法 selectDate() 的主查询入口' }]) html += '

导出入口

' + table([ { key: 'exportType', label: '类型' }, { key: 'exportNameOrSql', label: '导出入口' } ], [{ exportType: profile.exportType, exportNameOrSql: profile.exportNameOrSql }]) return html } function describeModuleFeatures(question, limit) { const candidates = moduleFeatureCandidates(question || '', limit || 5) if (!candidates.length) { return '

模块功能说明

' + table([{ key: 'message', label: '提示' }], [{ message: '未找到匹配模块,请换一个页面名、路由或业务关键词。' }]) } const target = candidates[0] let html = '

模块功能说明

' + table([ { key: 'name', label: '项目' }, { key: 'value', label: '内容' } ], featureSummaryRows(target)) html += '

筛选条件

' + table([ { key: 'label', label: '条件' }, { key: 'model', label: '绑定字段' }, { key: 'control', label: '控件' }, { key: 'type', label: '类型' } ], target.filters || []) html += '

页面操作

' + table([ { key: 'label', label: '按钮/操作' }, { key: 'action', label: '动作' }, { key: 'method', label: '方法' }, { key: 'icon', label: '图标' } ], target.buttons || []) html += '

表格字段

' + table([ { key: 'label', label: '显示字段' }, { key: 'prop', label: '数据字段' }, { key: 'width', label: '宽度' } ], target.tableFields || []) html += '

自动加载

' + table([ { key: 'hook', label: '生命周期' }, { key: 'calls', label: '调用方法' } ], target.lifecycle || []) html += '

后端数据入口

' + table([ { key: 'source', label: '来源' }, { key: 'type', label: '类型' }, { key: 'action', label: '动作' }, { key: 'domain', label: '业务域' }, { key: 'nameOrSql', label: '查询入口/SQL' }, { key: 'role', label: '说明' } ], target.backendCalls || []) if (candidates.length > 1) { html += '

其他匹配模块

' + table([ { key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'riskLevel', label: '读写风险' } ], candidates.slice(1, 6)) } return html } function searchModuleFeatures(question, limit) { const rows = moduleFeatureCandidates(question || '', limit || 20).map(row => ({ title: row.title, routePath: row.routePath, module: row.module, actions: (row.actions || []).join('、'), filters: (row.filters || []).map(item => item.label).slice(0, 6).join('、'), buttons: (row.buttons || []).map(item => item.label).slice(0, 6).join('、'), riskLevel: row.riskLevel })) return '

模块功能匹配结果

' + table([ { key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'module', label: '一级模块' }, { key: 'actions', label: '动作' }, { key: 'filters', label: '筛选条件' }, { key: 'buttons', label: '页面按钮' }, { key: 'riskLevel', label: '读写风险' } ], rows) } function spcChartType(question) { const text = String(question || '') const rules = [ { type: 'xr', re: /X-R|XR|极差|均值.*极差/i }, { type: 'xs', re: /X-S|XS|标准差|均值.*标准差/i }, { type: 'pareto', re: /排列|帕累托|pareto/i }, { type: 'processCapability', re: /过程能力|CPK|CP|能力/i }, { type: 'normalDistribution', re: /正态|分布|normal/i }, { type: 'histogram', re: /直方|频数|histogram/i }, { type: 'sampleTrend', re: /样本趋势|样本/i }, { type: 'basicTrend', re: /基本趋势|趋势|折线/i } ] const match = rules.find(rule => rule.re.test(text)) return match ? match.type : '' } function parseDateRange(question) { const text = String(question || '') const explicit = text.match(/(\d{4}[-/]\d{1,2}[-/]\d{1,2}).{0,8}(\d{4}[-/]\d{1,2}[-/]\d{1,2})/) if (explicit) return { startTime: explicit[1].replace(/\//g, '-'), endTime: explicit[2].replace(/\//g, '-') } const today = new Date() const end = today.toISOString().slice(0, 10) const daysMatch = text.match(/最近\s*(\d+)\s*天/) const days = daysMatch ? Math.min(Math.max(Number(daysMatch[1]), 1), 90) : 7 const startDate = new Date(today.getTime() - (days - 1) * 24 * 60 * 60 * 1000) return { startTime: startDate.toISOString().slice(0, 10), endTime: end } } function parseQuotedOrNamed(question, names) { const text = String(question || '') const quoted = text.match(/[“"']([^“”"']+)[”"']/) if (quoted) return quoted[1] for (let i = 0; i < names.length; i++) { const name = names[i] const re = new RegExp(name + '\\s*[::]?\\s*([^,,。\\s]+)') const match = text.match(re) if (match) return match[1] } return '' } function parseSpcParams(question) { const dateRange = parseDateRange(question) const sampleSize = (String(question).match(/样本容量\s*[::]?\s*(\d+)/) || [])[1] || '5' const sampleNumber = (String(question).match(/样本(?:个数|数量)\s*[::]?\s*(\d+)/) || [])[1] || '20' const usl = (String(question).match(/USL|上限|上规格限/i) || {}).index != null ? ((String(question).match(/(?:USL|上限|上规格限)\s*[::]?\s*(-?\d+(?:\.\d+)?)/i) || [])[1] || '') : '' const lsl = (String(question).match(/LSL|下限|下规格限/i) || {}).index != null ? ((String(question).match(/(?:LSL|下限|下规格限)\s*[::]?\s*(-?\d+(?:\.\d+)?)/i) || [])[1] || '') : '' return Object.assign({ opName: parseQuotedOrNamed(question, ['工位', '工位号', '工位名称']), model: parseQuotedOrNamed(question, ['机型', '型号', '零件号']), measureName: parseQuotedOrNamed(question, ['测量位置', '位置']), measureContent: parseQuotedOrNamed(question, ['测量项目', '测量内容', '项目']), sampleSize, sampleNumber, usl, lsl, pageSize: 20, pageCurrent: 1 }, dateRange) } function missingSpcParams(params) { const missing = [] if (!params.opName) missing.push('工位') if (!params.measureName) missing.push('测量位置') if (!params.measureContent) missing.push('测量项目') return missing } function buildUrl(endpoint, type, params) { const query = { type, OPNameCheck: params.opName ? 'true' : 'false', OPName: params.opName || '', shaftNameCheck: params.measureName ? 'true' : 'false', shaftName: params.measureName || '', EngineTypeIDCheck: params.model ? 'true' : 'false', EngineTypeID: params.model || '', itemNameCheck: params.measureContent ? 'true' : 'false', itemName: params.measureContent || '', startTime: params.startTime, endTime: params.endTime, Yangben: params.sampleSize || '5', Num: params.sampleNumber || '20' } if (params.usl) query.Usl = params.usl if (params.lsl) query.Lsl = params.lsl if (type === 'GetDataTableByConditent') { query.page = params.pageCurrent || 1 query.rows = params.pageSize || 20 } const qs = Object.keys(query).map(key => encodeURIComponent(key) + '=' + encodeURIComponent(query[key])).join('&') return SPC_BACKEND_URL + '/submit/' + endpoint + '?' + qs } function getJson(url) { return new Promise((resolve, reject) => { const target = new URL(url) const client = target.protocol === 'https:' ? https : http const req = client.request({ method: 'POST', hostname: target.hostname, port: target.port || (target.protocol === 'https:' ? 443 : 80), path: target.pathname + target.search }, res => { let text = '' res.setEncoding('utf8') res.on('data', chunk => { text += chunk }) res.on('end', () => { try { resolve(JSON.parse(text)) } catch (error) { resolve(text) } }) }) req.on('error', reject) req.end() }) } function numericValuesFromRows(rows) { return normalizeRows(rows, 1000).map(row => { const keys = Object.keys(row) const key = keys.find(item => /测量值|value|Value|数值/i.test(item)) || keys.find(item => !Number.isNaN(Number(row[item]))) return key ? Number(row[key]) : NaN }).filter(value => !Number.isNaN(value)) } function summaryForValues(values) { if (!values.length) return [] const sum = values.reduce((acc, item) => acc + item, 0) const avg = sum / values.length const variance = values.reduce((acc, item) => acc + Math.pow(item - avg, 2), 0) / values.length return [ { name: '样本数', value: values.length }, { name: '最小值', value: Math.min.apply(null, values).toFixed(4) }, { name: '最大值', value: Math.max.apply(null, values).toFixed(4) }, { name: '平均值', value: avg.toFixed(4) }, { name: '标准差', value: Math.sqrt(variance).toFixed(4) } ] } function simpleLineChart(title, values) { return { id: 'chart_' + Date.now() + '_' + Math.floor(Math.random() * 10000), title, option: { title: { text: title, left: 'center' }, tooltip: { trigger: 'axis' }, grid: { left: 45, right: 20, top: 55, bottom: 35 }, xAxis: { type: 'category', data: values.map((_, index) => String(index + 1)) }, yAxis: { type: 'value', scale: true }, series: [{ name: '测量值', type: 'line', smooth: true, data: values }] } } } function simpleBarChart(title, values) { const bins = {} values.forEach(value => { const key = value.toFixed(2) bins[key] = (bins[key] || 0) + 1 }) const keys = Object.keys(bins).sort((a, b) => Number(a) - Number(b)) return { id: 'chart_' + Date.now() + '_' + Math.floor(Math.random() * 10000), title, option: { title: { text: title, left: 'center' }, tooltip: { trigger: 'axis' }, grid: { left: 45, right: 20, top: 55, bottom: 45 }, xAxis: { type: 'category', data: keys }, yAxis: { type: 'value' }, series: [{ name: '频数', type: 'bar', data: keys.map(key => bins[key]) }] } } } async function querySpcChart(args) { const chartType = args.chartType || spcChartType(args.query || '') || 'basicTrend' const params = Object.assign(parseSpcParams(args.query || ''), args) const missing = missingSpcParams(params) if (missing.length) { return { html: '

SPC 查询条件不足

' + table([ { key: 'field', label: '缺少条件' }, { key: 'example', label: '示例' } ], missing.map(field => ({ field, example: field + ':请在问题中明确指定' }))), charts: [], data: { missing, params } } } const chartMap = { basicTrend: { endpoint: 'QualityData_TrendPictureBasic.ashx', type: 'GetBaseTrendData', title: '基本趋势图' }, sampleTrend: { endpoint: 'QualityData_TrendPicture.ashx', type: 'GetBaseTrendData', title: '样本趋势图' }, histogram: { endpoint: 'QualityData_Histogram.ashx', type: 'GetDataTableByConditent', title: '直方图' }, normalDistribution: { endpoint: 'QualityData_NormalDistribution.ashx', type: 'GetBaseTrendData', title: '正态分布图' }, processCapability: { endpoint: 'QualityData_NormalDistribution.ashx', type: 'GetBaseTrendData', title: '过程能力分析' }, pareto: { endpoint: 'QualityData_Pareto.ashx', type: 'GetChart', title: '排列图' }, xr: { endpoint: 'QualityData_XR.ashx', type: 'GetBaseTrendData', title: 'X-R 控制图' }, xs: { endpoint: 'QualityData_XS.ashx', type: 'GetBaseTrendData', title: 'X-S 控制图' } } const meta = chartMap[chartType] || chartMap.basicTrend const url = buildUrl(meta.endpoint, meta.type, params) let raw try { raw = await getJson(url) } catch (error) { return { html: '

SPC 接口调用失败

' + table([ { key: 'name', label: '项目' }, { key: 'value', label: '内容' } ], [ { name: '错误', value: error.message }, { name: '接口', value: url } ]), charts: [], data: { error: error.message, params, url } } } const rows = Array.isArray(raw) ? raw : (raw && Array.isArray(raw.rows) ? raw.rows : []) const values = numericValuesFromRows(rows) const charts = values.length ? [ /histogram|normalDistribution|processCapability|pareto/.test(chartType) ? simpleBarChart(meta.title, values) : simpleLineChart(meta.title, values) ] : [] const conditionRows = [ { name: '图表类型', value: meta.title }, { name: '开始时间', value: params.startTime }, { name: '结束时间', value: params.endTime }, { name: '工位', value: params.opName }, { name: '测量位置', value: params.measureName }, { name: '测量项目', value: params.measureContent }, { name: '样本容量', value: params.sampleSize }, { name: '样本个数', value: params.sampleNumber } ] const summaryRows = summaryForValues(values) const sourceRows = [{ endpoint: meta.endpoint, type: meta.type, url }] let html = '

SPC 查询条件

' + table([{ key: 'name', label: '条件' }, { key: 'value', label: '值' }], conditionRows) html += '

SPC 统计摘要

' + table([{ key: 'name', label: '指标' }, { key: 'value', label: '值' }], summaryRows) html += htmlForRows('明细数据', rows, 20) html += '

数据来源

' + table([{ key: 'endpoint', label: '接口' }, { key: 'type', label: '类型' }, { key: 'url', label: '调用地址' }], sourceRows) if (!rows.length && typeof raw === 'string') { html += '

原始返回

' + escapeHtml(raw.slice(0, 1000)) + '
' } return { html, charts, data: { params, raw, rows, values, url } } } function postJson(url, payload, headers) { return new Promise((resolve, reject) => { const target = new URL(url) const client = target.protocol === 'https:' ? https : http const body = typeof payload === 'string' ? payload : JSON.stringify(payload) const bodyBuffer = Buffer.from(body, 'utf8') const req = client.request({ method: 'POST', hostname: target.hostname, port: target.port || (target.protocol === 'https:' ? 443 : 80), path: target.pathname + target.search, headers: Object.assign({ 'Content-Type': 'application/json; charset=utf-8', 'Content-Length': bodyBuffer.length }, headers || {}) }, res => { let text = '' res.setEncoding('utf8') res.on('data', chunk => { text += chunk }) res.on('end', () => { try { resolve(JSON.parse(text)) } catch (error) { resolve({ raw: text, statusCode: res.statusCode }) } }) }) req.on('error', reject) req.write(bodyBuffer) req.end() }) } function isQualityDataQuestion(question) { const text = String(question || '') if (isFeatureQuestion(text)) return false if (/质量数据/.test(text) && /(查|查询|查找|获取|显示|展示|列出|返回|最近|最新|明细|数据)/.test(text)) return true return /(查询质量数据|质量数据查询|发动机质量数据|工件质量数据|测量值查询)/i.test(text) || /(查数据|查询数据|明细数据|实际数据|返回数据|最近\s*\d+\s*天.*数据|按.*查询.*数据|统计数据)/i.test(text) || /(查询|查看|统计|列出).*(质量|Andon|安灯|巡检|条码|测量|工位).*(数据|明细|记录|最近|今天|昨天)/i.test(text) || /ANDON_ANDON信息_备份_质量Andon综合查询/i.test(text) } function qualityDataQueryProfiles() { return [QUALITY_DATA_QUERY_PROFILE] } function findStructuredQualityDataProfile(args) { const queryText = [args.query, args.module, args.nameOrSql].filter(Boolean).join(' ') const exactName = String(args.nameOrSql || '').trim() return qualityDataQueryProfiles() .map(profile => { let score = 0 if (exactName && profile.nameOrSql === exactName) score += 1000 const text = [profile.title, profile.routePath, profile.view, profile.nameOrSql, profile.description, profile.defaultUseWhen, profile.keywords].join(' ') score += scoreText(text, queryText) if (/(查询质量数据|质量数据查询|发动机质量数据|工件质量数据|测量值查询)/i.test(queryText)) score += 300 return Object.assign({ score }, profile) }) .filter(profile => profile.score > 0) .sort((a, b) => b.score - a.score)[0] } function createDataQueries() { return (knowledgeBase.modules || []).flatMap(module => { return (module.primaryQueries || []) .filter(query => query && query.kind === 'create-data' && query.nameOrSql) .map(query => Object.assign({ moduleTitle: module.title, routePath: module.routePath, moduleName: module.module, qualityRelated: module.qualityRelated }, query)) }) } function findQualityDataQuery(args) { const exactName = String(args.nameOrSql || '').trim() const structured = exactName && exactName !== QUALITY_DATA_QUERY_PROFILE.nameOrSql ? null : QUALITY_DATA_QUERY_PROFILE if (structured) { return Object.assign({ view: structured.view, moduleTitle: structured.title, routePath: structured.routePath, moduleName: structured.module, queryTables: [], backendQueryName: structured.nameOrSql, structuredProfile: structured }, structured) } const queryText = [args.query, args.module, args.nameOrSql].filter(Boolean).join(' ') const rows = createDataQueries().filter(row => { if (exactName) return row.nameOrSql === exactName const text = [row.moduleTitle, row.routePath, row.view, row.domain, row.nameOrSql].join(' ') return row.qualityRelated || scoreText(text, queryText) > 0 }) return rows .map(row => { const text = [row.moduleTitle, row.routePath, row.view, row.domain, row.nameOrSql].join(' ') let score = exactName && row.nameOrSql === exactName ? 1000 : scoreText(text, queryText) if (/质量.*Andon|Andon.*质量|ANDON_ANDON信息/i.test(queryText) && /ANDON_ANDON信息_备份_质量Andon综合查询_分页/i.test(row.nameOrSql)) score += 300 if (String(row.type) === '11') score += 30 if (String(row.type) === '2001' || /导出|下载|excel/i.test(row.nameOrSql)) score -= 80 return Object.assign({ score }, row) }) .filter(row => row.score > 0) .sort((a, b) => b.score - a.score)[0] } function normalizeMesParams(params) { if (Array.isArray(params)) { return params.map(item => { if (Array.isArray(item)) return { name: item[0], value: item[1], type: item[2], output: item[3] } return item }).filter(item => item && item.name) } if (params && typeof params === 'object') { return Object.keys(params).map(key => ({ name: key, value: params[key] })) } return [] } function buildQualityAndonParams(args) { const range = Object.assign(parseDateRange(args.query || ''), { startTime: args.startTime, endTime: args.endTime }) const stationNumber = args.stationNumber || args.opName || parseQuotedOrNamed(args.query || '', ['工位号', '工位', '工位名称']) const pageCurrent = Math.max(Number(args.pageCurrent || 1), 1) const pageSize = Math.min(Math.max(Number(args.pageSize || args.limit || 30), 1), 100) return [ { name: '开始时间', value: range.startTime }, { name: '结束时间', value: range.endTime }, { name: '工位号_ischeck', value: stationNumber ? 1 : 0 }, { name: '工位号', value: stationNumber || '' }, { name: 'PageCurrent', value: pageCurrent }, { name: 'PageSize', value: pageSize }, { name: 'PageCount', value: '1111', type: 'int', output: '1' }, { name: 'ItemCount', value: '1111', type: 'int', output: '1' } ] } function withDateTime(value, endOfDay) { if (!value) return '' const text = String(value) if (/\d{1,2}:\d{2}/.test(text)) return text return text + (endOfDay ? ' 23:59:59' : ' 00:00:00') } function normalizePassFlag(value) { const text = String(value == null ? '' : value).trim() if (!text || text === '全部') return '0' if (/不合格|NG|false/i.test(text)) return '2' if (/合格|OK|true/i.test(text)) return '1' return text } function parsePassFlagFromQuery(query) { const text = String(query || '') if (/不合格|NG/i.test(text)) return '2' if (/全部/.test(text)) return '0' if (/合格|OK/i.test(text)) return '1' return '' } function pickArg(args, names) { for (let i = 0; i < names.length; i++) { const value = args[names[i]] if (value != null && value !== '') return value } return '' } function hasExplicitDateRange(args) { const text = String(args.query || '') return Boolean(args.startTime || args.endTime || /(\d{4}[-/]\d{1,2}[-/]\d{1,2})|今天|昨日|昨天|最近\s*\d+\s*天/.test(text)) } function buildStructuredQualityDataParams(args, profile) { const range = hasExplicitDateRange(args) ? Object.assign(parseDateRange(args.query || ''), { startTime: args.startTime, endTime: args.endTime }) : { startTime: '1900-01-01', endTime: '2099-12-31' } const values = { startTime: withDateTime(range.startTime, false), endTime: withDateTime(range.endTime, true), stationNumber: pickArg(args, ['stationNumber', 'opName']) || parseQuotedOrNamed(args.query || '', ['工位号', '工位']), engineId: pickArg(args, ['engineId', 'workpieceNo']) || parseQuotedOrNamed(args.query || '', ['工件编号', '工件号', '发动机号', '总成号']), orderCode: pickArg(args, ['orderCode']) || parseQuotedOrNamed(args.query || '', ['订货号']), orderCodeId: pickArg(args, ['orderCodeId']) || parseQuotedOrNamed(args.query || '', ['订货号ID']), engineType: pickArg(args, ['engineType', 'model']) || parseQuotedOrNamed(args.query || '', ['机型号', '机型', '型号']), workOrderId: pickArg(args, ['workOrderId']) || parseQuotedOrNamed(args.query || '', ['工单ID']), workOrderCode: pickArg(args, ['workOrderCode']) || parseQuotedOrNamed(args.query || '', ['工单号']), isOk: normalizePassFlag(pickArg(args, ['isOk', 'qualified', 'passFlag']) || parseQuotedOrNamed(args.query || '', ['是否合格', '合格标志']) || parsePassFlagFromQuery(args.query || '')), testPosition: pickArg(args, ['testPosition', 'measurePosition', 'measureName']) || parseQuotedOrNamed(args.query || '', ['测量位置', '位置']), testItem: pickArg(args, ['testItem', 'measureItem', 'measureContent']) || parseQuotedOrNamed(args.query || '', ['测量项目', '测量内容', '项目']), pageCurrent: Math.max(Number(args.pageCurrent || 1), 1), pageSize: Math.min(Math.max(Number(args.pageSize || args.limit || 50), 1), 50) } return (profile.parameters || []).map(param => { if (param.output) return { name: param.name, value: param.defaultValue, type: param.type, output: param.output } if (param.checkFor) { const value = values[param.arg] return { name: param.name, value: value ? 1 : 0 } } return { name: param.name, value: values[param.arg] != null && values[param.arg] !== '' ? values[param.arg] : (param.defaultValue == null ? '' : param.defaultValue) } }) } function buildMesPayload(query, args) { const providedParams = normalizeMesParams(args.params) const params = providedParams.length ? providedParams : (query.structuredProfile ? buildStructuredQualityDataParams(args, query.structuredProfile) : (/ANDON_ANDON信息_备份_质量Andon综合查询/i.test(query.nameOrSql) ? buildQualityAndonParams(args) : [])) return { type: String(args.type || query.type || '11'), name: query.nameOrSql, param: JSON.stringify(params), pageSize: args.pageSize, pageList: args.pageList, UserID: args.userId || 'AI', ModularID: query.routePath || query.view || '/AI' } } function parsePossibleJson(value) { if (typeof value !== 'string') return value try { return JSON.parse(value) } catch (error) { return value } } function unwrapMesResponse(response) { let body = response if (body && typeof body === 'object' && typeof body.raw === 'string') body = parsePossibleJson(body.raw) if (typeof body === 'string') body = parsePossibleJson(body) if (body && typeof body === 'object' && typeof body.d === 'string') body = parsePossibleJson(body.d) if (body && typeof body === 'object' && typeof body.data === 'string') body.data = parsePossibleJson(body.data) const data = body && body.data && typeof body.data === 'object' ? body.data : body const rows = Array.isArray(data) ? data : (data && Array.isArray(data.result)) ? data.result : (data && Array.isArray(data.rows)) ? data.rows : (data && Array.isArray(data.data)) ? data.data : [] return { body, data, rows, output: data && Array.isArray(data.output) ? data.output : [] } } function parseDateValue(value) { if (value == null || value === '') return 0 const text = String(value).replace(/\//g, '-') const time = Date.parse(text) return Number.isNaN(time) ? 0 : time } function isQualityChartQuestion(question) { const text = String(question || '') return isQualityDataQuestion(text) && qualityChartTypes(text).length > 0 } function qualityChartTypes(question) { const text = String(question || '') const types = [] const has = words => words.some(word => text.toLowerCase().indexOf(word.toLowerCase()) > -1) if (has(['\u6837\u672c\u8d8b\u52bf\u56fe'])) types.push('sampleTrend') if (has(['\u76f4\u65b9\u56fe'])) types.push('histogram') if (has(['\u5de5\u5e8f\u80fd\u529b\u5206\u6790\u56fe'])) types.push('processCapability') if (has(['\u6392\u5217\u56fe', 'Pareto'])) types.push('pareto') if (has(['\u5747\u503c\u6781\u5dee\u56fe'])) types.push('xr') if (has(['\u5747\u503c\u6807\u51c6\u5dee\u56fe'])) types.push('xs') if (has(['SPC\u57fa\u672c\u8d8b\u52bf\u56fe', '\u57fa\u672c\u8d8b\u52bf\u56fe'])) types.push('basicTrend') return unique(types) } function numericQualityValue(row) { const value = firstValue(row, ['测量值', '实际值', 'value', 'Value', '数值']) const number = Number(value) return Number.isNaN(number) ? NaN : number } function constantLineValue(rows, keys) { for (let i = 0; i < rows.length; i++) { const value = firstValue(rows[i], keys) const number = Number(value) if (!Number.isNaN(number)) return number } return NaN } function uniqueRowValues(rows, keys) { return unique((rows || []).map(row => firstValue(row, keys)).filter(Boolean)) } function qualityChartPoints(rows) { const sortedRows = normalizeRows(rows, QUALITY_DATA_DEFAULT_LIMIT).slice().sort((a, b) => { const diff = parseDateValue(firstValue(a, ['生产日期', '操作时间', '完成时间', '到达时间', '离开时间', '时间'])) - parseDateValue(firstValue(b, ['生产日期', '操作时间', '完成时间', '到达时间', '离开时间', '时间'])) return diff || 0 }) return sortedRows.map((row, index) => ({ row, value: numericQualityValue(row), label: firstValue(row, ['生产日期', '操作时间', '完成时间', '到达时间', '离开时间', '时间']) || String(index + 1) })).filter(point => !Number.isNaN(point.value)) } function qualityChartTitle(baseTitle, points) { const rows = points.map(point => point.row) const stationNames = uniqueRowValues(rows, ['工序名称', '工位名称', '工位号', '指南工位号']) const positions = uniqueRowValues(rows, ['测量位置', '位置']) return baseTitle + ' - ' + (stationNames.length === 1 ? stationNames[0] : '多工位') + ' / ' + (positions.length === 1 ? positions[0] : '多测量位置') } function mixedMeasurePosition(points) { return uniqueRowValues(points.map(point => point.row), ['测量位置', '位置']).length > 1 } function qualitySpecMarkLines(points) { const rows = points.map(point => point.row) const markLineData = [] const upper = constantLineValue(rows, ['上限值', '上限']) const lower = constantLineValue(rows, ['下限值', '下限']) const theory = constantLineValue(rows, ['理论值', '目标值']) if (!Number.isNaN(upper)) markLineData.push({ name: '上限值', yAxis: upper }) if (!Number.isNaN(lower)) markLineData.push({ name: '下限值', yAxis: lower }) if (!Number.isNaN(theory)) markLineData.push({ name: '理论值', yAxis: theory }) return markLineData } function polishChart(chart, palette) { if (!chart || !chart.option) return chart const colors = palette || ['#2563eb', '#16a34a', '#f97316', '#dc2626', '#7c3aed'] chart.option.color = colors chart.option.backgroundColor = '#ffffff' chart.option.title = Object.assign({ left: 'center', top: 10, textStyle: { color: '#1f2937', fontSize: 14, fontWeight: 600 } }, chart.option.title || {}) chart.option.tooltip = Object.assign({ trigger: 'axis', backgroundColor: 'rgba(17, 24, 39, 0.9)', borderWidth: 0, textStyle: { color: '#fff', fontSize: 12 }, axisPointer: { type: 'line', lineStyle: { color: '#94a3b8', width: 1, type: 'dashed' } } }, chart.option.tooltip || {}) chart.option.grid = Object.assign({ left: 54, right: 28, top: 72, bottom: 48, containLabel: true }, chart.option.grid || {}) const axisStyle = { axisLine: { lineStyle: { color: '#cbd5e1' } }, axisTick: { lineStyle: { color: '#cbd5e1' } }, axisLabel: { color: '#475569', fontSize: 11 }, splitLine: { lineStyle: { color: '#eef2f7', type: 'dashed' } } } if (Array.isArray(chart.option.xAxis)) { chart.option.xAxis = chart.option.xAxis.map(axis => Object.assign({}, axisStyle, axis)) } else { chart.option.xAxis = Object.assign({}, axisStyle, chart.option.xAxis || {}) } if (Array.isArray(chart.option.yAxis)) { chart.option.yAxis = chart.option.yAxis.map(axis => Object.assign({}, axisStyle, axis)) } else { chart.option.yAxis = Object.assign({}, axisStyle, chart.option.yAxis || {}) } chart.option.legend = Object.assign({ top: 36, textStyle: { color: '#475569', fontSize: 11 }, itemWidth: 12, itemHeight: 8 }, chart.option.legend || {}) if (Array.isArray(chart.option.series)) { chart.option.series = chart.option.series.map((series, index) => { const next = Object.assign({ symbol: series.type === 'line' ? 'circle' : undefined, symbolSize: series.type === 'line' ? 5 : undefined, lineStyle: series.type === 'line' ? { width: 2 } : undefined, itemStyle: { borderRadius: series.type === 'bar' ? [4, 4, 0, 0] : 0 } }, series) if (next.markLine) { next.markLine = Object.assign({ symbol: 'none', label: { color: '#64748b', fontSize: 11 }, lineStyle: { color: colors[(index + 2) % colors.length], width: 1.5, type: 'dashed' } }, next.markLine) } return next }) } return chart } function lineQualityChart(type, title, points, data, seriesName) { const markLineData = qualitySpecMarkLines(points) return polishChart({ id: 'chart_' + type + '_' + Date.now() + '_' + Math.floor(Math.random() * 10000), title, mixedMeasurePosition: mixedMeasurePosition(points), option: { title: { text: title, left: 'center' }, tooltip: { trigger: 'axis' }, grid: { left: 50, right: 24, top: 62, bottom: 48 }, xAxis: { type: 'category', data: points.map(point => point.label), axisLabel: { rotate: 35 } }, yAxis: { type: 'value', scale: true }, series: [{ name: seriesName || '测量值', type: 'line', smooth: true, data, markLine: markLineData.length ? { symbol: 'none', data: markLineData } : undefined }] } }) } function histogramQualityChart(points) { const values = points.map(point => point.value) const min = Math.min.apply(null, values) const max = Math.max.apply(null, values) const binCount = Math.min(10, Math.max(4, Math.ceil(Math.sqrt(values.length)))) const width = max === min ? 1 : (max - min) / binCount const bins = Array.from({ length: binCount }, (_, index) => ({ label: (min + index * width).toFixed(2) + '-' + (min + (index + 1) * width).toFixed(2), count: 0 })) values.forEach(value => { const index = max === min ? 0 : Math.min(Math.floor((value - min) / width), binCount - 1) bins[index].count += 1 }) const title = qualityChartTitle('直方图', points) return polishChart({ id: 'chart_histogram_' + Date.now() + '_' + Math.floor(Math.random() * 10000), title, mixedMeasurePosition: mixedMeasurePosition(points), option: { title: { text: title, left: 'center' }, tooltip: { trigger: 'axis' }, grid: { left: 48, right: 24, top: 62, bottom: 58 }, xAxis: { type: 'category', data: bins.map(bin => bin.label), axisLabel: { rotate: 35 } }, yAxis: { type: 'value' }, series: [{ name: '频数', type: 'bar', data: bins.map(bin => bin.count) }] } }, ['#2563eb']) } function processCapabilityQualityChart(points) { const values = points.map(point => point.value) const summary = summaryForValues(values) const upper = constantLineValue(points.map(point => point.row), ['上限值', '上限']) const lower = constantLineValue(points.map(point => point.row), ['下限值', '下限']) const avg = values.reduce((acc, item) => acc + item, 0) / values.length const variance = values.reduce((acc, item) => acc + Math.pow(item - avg, 2), 0) / values.length const sigma = Math.sqrt(variance) const cp = !Number.isNaN(upper) && !Number.isNaN(lower) && sigma > 0 ? (upper - lower) / (6 * sigma) : NaN const cpk = !Number.isNaN(upper) && !Number.isNaN(lower) && sigma > 0 ? Math.min((upper - avg) / (3 * sigma), (avg - lower) / (3 * sigma)) : NaN const title = qualityChartTitle('工序能力分析图', points) return polishChart({ id: 'chart_processCapability_' + Date.now() + '_' + Math.floor(Math.random() * 10000), title, mixedMeasurePosition: mixedMeasurePosition(points), option: { title: { text: title, left: 'center' }, tooltip: { trigger: 'axis' }, grid: { left: 60, right: 24, top: 72, bottom: 42 }, xAxis: { type: 'category', data: summary.map(item => item.name).concat(['CP', 'CPK']) }, yAxis: { type: 'value', scale: true }, series: [{ name: '能力指标', type: 'bar', data: summary.map(item => Number(item.value)).concat([Number.isNaN(cp) ? 0 : Number(cp.toFixed(4)), Number.isNaN(cpk) ? 0 : Number(cpk.toFixed(4))]) }] } }, ['#16a34a']) } function paretoQualityChart(points) { const counts = {} points.forEach(point => { const key = firstValue(point.row, ['合格标志', '是否合格', '测量项目', '测量位置']) || '数据项' counts[key] = (counts[key] || 0) + 1 }) const items = Object.keys(counts).map(name => ({ name, count: counts[name] })).sort((a, b) => b.count - a.count) const total = items.reduce((acc, item) => acc + item.count, 0) || 1 let cumulative = 0 const line = items.map(item => { cumulative += item.count; return Number((cumulative / total * 100).toFixed(2)) }) const title = qualityChartTitle('排列图', points) return polishChart({ id: 'chart_pareto_' + Date.now() + '_' + Math.floor(Math.random() * 10000), title, mixedMeasurePosition: mixedMeasurePosition(points), option: { title: { text: title, left: 'center' }, tooltip: { trigger: 'axis' }, legend: { top: 30 }, grid: { left: 48, right: 48, top: 76, bottom: 50 }, xAxis: { type: 'category', data: items.map(item => item.name), axisLabel: { rotate: 25 } }, yAxis: [{ type: 'value' }, { type: 'value', min: 0, max: 100, axisLabel: { formatter: '{value}%' } }], series: [{ name: '数量', type: 'bar', data: items.map(item => item.count) }, { name: '累计占比', type: 'line', yAxisIndex: 1, data: line }] } }, ['#2563eb', '#f97316']) } function groupedValues(values, size, mapper) { const result = [] for (let i = 0; i < values.length; i += size) { const group = values.slice(i, i + size) if (group.length) result.push(mapper(group)) } return result } function controlQualityChart(type, points) { const values = points.map(point => point.value) const size = 5 const labels = groupedValues(values, size, (_, index) => index).map((_, index) => '组' + (index + 1)) const averages = groupedValues(values, size, group => group.reduce((acc, item) => acc + item, 0) / group.length) const secondary = groupedValues(values, size, group => { if (type === 'xr') return Math.max.apply(null, group) - Math.min.apply(null, group) const avg = group.reduce((acc, item) => acc + item, 0) / group.length return Math.sqrt(group.reduce((acc, item) => acc + Math.pow(item - avg, 2), 0) / group.length) }) const title = qualityChartTitle(type === 'xr' ? '均值极差图' : '均值标准差图', points) return polishChart({ id: 'chart_' + type + '_' + Date.now() + '_' + Math.floor(Math.random() * 10000), title, mixedMeasurePosition: mixedMeasurePosition(points), option: { title: { text: title, left: 'center' }, tooltip: { trigger: 'axis' }, legend: { top: 30 }, grid: { left: 50, right: 44, top: 76, bottom: 42 }, xAxis: { type: 'category', data: labels }, yAxis: [{ type: 'value', scale: true }, { type: 'value', scale: true }], series: [{ name: '均值', type: 'line', smooth: true, data: averages }, { name: type === 'xr' ? '极差' : '标准差', type: 'line', smooth: true, yAxisIndex: 1, data: secondary }] } }, ['#2563eb', '#dc2626']) } function qualityDataCharts(rows, question) { const points = qualityChartPoints(rows) if (!points.length) return [] return qualityChartTypes(question).map(type => { if (type === 'histogram') return histogramQualityChart(points) if (type === 'processCapability') return processCapabilityQualityChart(points) if (type === 'pareto') return paretoQualityChart(points) if (type === 'xr') return controlQualityChart('xr', points) if (type === 'xs') return controlQualityChart('xs', points) if (type === 'sampleTrend') return lineQualityChart('sampleTrend', qualityChartTitle('样本趋势图', points), points, points.map(point => point.value), '测量值') return lineQualityChart('basicTrend', qualityChartTitle('SPC基本趋势图', points), points, points.map(point => point.value), '测量值') }).filter(Boolean) } function latestQualityRows(rows, profile, limit) { const source = Array.isArray(rows) ? rows.slice() : [] const maxRows = Math.min(Math.max(Number(limit || QUALITY_DATA_DEFAULT_LIMIT), 1), QUALITY_DATA_DEFAULT_LIMIT) const fields = (profile && profile.latestSortFields && profile.latestSortFields.length) ? profile.latestSortFields : ['生产日期', '操作时间', '完成时间', '到达时间', '离开时间', '时间'] const sortField = fields.find(field => source.some(row => row && row[field])) if (sortField) { source.sort((a, b) => parseDateValue(b && b[sortField]) - parseDateValue(a && a[sortField])) } return source.slice(0, maxRows) } async function queryQualityData(args) { const queryLimit = Math.min(Math.max(Number((args && (args.limit || args.pageSize)) || QUALITY_DATA_DEFAULT_LIMIT), 1), QUALITY_DATA_DEFAULT_LIMIT) const selected = findQualityDataQuery(args || {}) if (!selected) { const rows = pick(knowledgeBase.qualityModules, args.query || '', ['Title', 'View', 'Domains', 'QueryNames'], 10) return { html: '

未定位到质量查询入口

' + table([ { key: 'Title', label: '页面' }, { key: 'RoutePath', label: '路由' }, { key: 'QueryNames', label: '可用查询入口' } ], rows), data: { matched: false, candidates: rows } } } const payload = buildMesPayload(selected, args || {}) const sourceRows = [{ module: selected.moduleTitle, routePath: selected.routePath, type: payload.type, name: payload.name, note: 'MESCommonBase 查询入口,复用页面已有查询能力' }] let response try { response = await postJson(MES_BACKEND_URL, JSON.stringify(payload)) } catch (error) { return { html: '

质量数据查询入口已定位

' + table([ { key: 'module', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'type', label: '类型' }, { key: 'name', label: '查询入口' }, { key: 'note', label: '说明' } ], sourceRows) + '

接口调用失败

' + table([ { key: 'name', label: '项目' }, { key: 'value', label: '内容' } ], [ { name: '错误', value: error.message }, { name: '接口', value: MES_BACKEND_URL } ]), data: { matched: true, error: error.message, payload, query: selected } } } const parsed = unwrapMesResponse(response) const displayRows = selected.structuredProfile ? latestQualityRows(parsed.rows, selected.structuredProfile, queryLimit) : normalizeRows(parsed.rows, queryLimit) const paramRows = parsePossibleJson(payload.param) let html = '

质量数据查询入口

' + table([ { key: 'module', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'type', label: '类型' }, { key: 'name', label: '查询入口' }, { key: 'note', label: '说明' } ], sourceRows) html += '

查询条件

' + table([ { key: 'name', label: '参数' }, { key: 'value', label: '值' }, { key: 'output', label: '输出参数' } ], paramRows) html += htmlForQualityDetailRows(displayRows) if (parsed.output.length) html += '

输出参数

' + htmlForRows('分页信息', parsed.output, 5) if (!parsed.rows.length && typeof (response && response.raw) === 'string') { html += '

原始返回

' + escapeHtml(response.raw.slice(0, 1000)) + '
' } return { html, data: { matched: true, query: selected, payload, response, rows: displayRows, rawRows: parsed.rows, output: parsed.output } } } async function askDeepSeek(question, toolHtml, context, options) { const fallback = toolHtml || '

DeepSeek 未配置或暂不可用。

' if (!DEEPSEEK_API_KEY) return fallback const opts = options || {} const mergedContext = opts.useProjectContext ? Object.assign({ matchedModules: routeCandidates(question, 8), qualityModules: pick(knowledgeBase.qualityModules, question, ['Title', 'View', 'Domains', 'QueryNames'], 8), moduleFeatures: moduleFeatureCandidates(question, 8), qualityDataQueries: qualityDataQueryProfiles(), spcCharts: pick(knowledgeBase.spcCharts, question, ['chartType', 'title', 'apiFile', 'endpoint', 'functions'], 8) }, context || {}) : (context || {}) const system = [ '你是 WC-SPC MES-Manager_View 网页内置的 DeepSeekV4Pro AI 助手,回答以 DeepSeek 推理和表达为主。', '使用中文回答,优先输出规范 HTML 表格;必要时可补充简短段落。', '如果提供了工具调用结果,必须以工具结果为事实依据组织回答,不要编造工具结果中没有的数据。', '如果没有工具调用结果,就直接回答用户问题;涉及项目实时数据时,说明需要调用项目已有 HMI 查询入口。', '数据查询必须依赖项目人机界面中已有的函数、CreateData 查询入口、MESCommonBase.ashx 或已有 SPC 接口;禁止建议或执行数据库直连,回答中不要出现数据库直连方案。', '当上下文包含页面功能画像、质量数据查询画像或查询结果时,要说明如何通过页面已有查询入口完成查询,并用 HTML 表格组织结果。', '不要输出可执行 JavaScript;图表由系统结构化渲染。' ].join('\n') const messages = [{ role: 'system', content: system }] if (Object.keys(mergedContext).length) { messages.push({ role: 'user', content: '工具/项目上下文:\n' + JSON.stringify(mergedContext, null, 2) }) } if (toolHtml) messages.push({ role: 'user', content: '工具调用结果 HTML:\n' + toolHtml }) messages.push({ role: 'user', content: question }) try { const response = await postJson(DEEPSEEK_BASE_URL + '/chat/completions', { model: DEEPSEEK_MODEL, messages, temperature: 0.2 }, { Authorization: 'Bearer ' + DEEPSEEK_API_KEY }) return response && response.choices && response.choices[0] && response.choices[0].message ? response.choices[0].message.content : fallback } catch (error) { return fallback + '

DeepSeek 调用失败:' + escapeHtml(error.message) + '

' } } function localAnswer(question) { if (isQualityDataQuestion(question)) { const profile = findStructuredQualityDataProfile({ query: question }) || qualityDataQueryProfiles()[0] if (profile) return describeQualityDataQuery(profile, { query: question }) } if (isFeatureQuestion(question)) return describeModuleFeatures(question, 8) if (/项目|功能|模块|有哪些/.test(question)) { return '

项目功能概览

' + table([ { key: 'name', label: '项目' }, { key: 'value', label: '数量' } ], [ { name: '页面模块', value: knowledgeBase.modules.length }, { name: 'API 映射', value: knowledgeBase.apiMappings.length }, { name: '质量相关模块', value: knowledgeBase.qualityModules.length }, { name: '质量数据查询画像', value: qualityDataQueryProfiles().length }, { name: '页面功能画像', value: moduleFeatureRows().length }, { name: 'SPC 图表类型', value: knowledgeBase.spcCharts.length } ]) + '

质量相关模块

' + table([ { key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'domains', label: '业务域' } ], listQualityModules(12)) } if (isQualityQuestion(question)) return qualitySearchResponse(question) const rows = routeCandidates(question, 12) return '

项目知识库匹配结果

' + table([ { key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'view', label: '源码文件' }, { key: 'callCount', label: '调用数' } ], rows) } function buildAssistantContext(question) { return { matchedModules: routeCandidates(question, 8), moduleFeatures: moduleFeatureCandidates(question, 8), qualityModules: pick(knowledgeBase.qualityModules, question, ['Title', 'View', 'Domains', 'QueryNames'], 8), qualityDataQueries: qualityDataQueryProfiles(), spcCharts: pick(knowledgeBase.spcCharts, question, ['chartType', 'title', 'apiFile', 'endpoint', 'functions'], 8) } } function localResponse(question) { if (isQualityDataQuestion(question)) { const profile = findStructuredQualityDataProfile({ query: question }) || qualityDataQueryProfiles()[0] if (profile) return describeQualityDataQuery(profile, { query: question }) } if (isFeatureQuestion(question)) return describeModuleFeatures(question, 8) if (isQualityQuestion(question)) return qualitySearchResponse(question) return localAnswer(question) } const tools = [ { name: 'project_summary', description: '返回 WC-SPC 项目结构、知识库、质量模块和 SPC 图表概览。', inputSchema: { type: 'object', properties: {} } }, { name: 'search_project_functions', description: '按关键字搜索项目页面、接口和功能。', inputSchema: { type: 'object', properties: { query: { type: 'string' }, limit: { type: 'number' }}, required: ['query'] } }, { name: 'describe_module_features', description: '按模块名、页面名、路由或业务关键词返回页面功能画像,说明筛选条件、按钮、表格字段和后端入口,不调用数据库。', inputSchema: { type: 'object', properties: { query: { type: 'string' }, limit: { type: 'number' }}, required: ['query'] } }, { name: 'search_module_features', description: '搜索所有页面功能画像,返回匹配页面功能摘要,不调用数据库。', inputSchema: { type: 'object', properties: { query: { type: 'string' }, limit: { type: 'number' }}, required: ['query'] } }, { name: 'list_quality_modules', description: '列出质量管理相关页面。', inputSchema: { type: 'object', properties: { limit: { type: 'number' } } } }, { name: 'search_quality_functions', description: '搜索质量管理相关页面和查询入口。', inputSchema: { type: 'object', properties: { query: { type: 'string' }, limit: { type: 'number' }}, required: ['query'] } }, { name: 'describe_quality_data_query', description: '按查询质量数据相关问题返回页面已有查询入口、参数映射和结果字段,不调用数据库。', inputSchema: { type: 'object', properties: { query: { type: 'string' }, limit: { type: 'number' }}, required: ['query'] } }, { name: 'query_quality_data', description: '按项目 CreateData 查询入口调用质量管理数据,返回 HTML 表格结果。', inputSchema: { type: 'object', properties: { query: { type: 'string' }, nameOrSql: { type: 'string' }, params: { type: 'object' }, startTime: { type: 'string' }, endTime: { type: 'string' }, stationNumber: { type: 'string' }, pageCurrent: { type: 'number' }, pageSize: { type: 'number' }, limit: { type: 'number' } } } }, { name: 'list_spc_charts', description: '列出 SPC 图表类型与对应接口。', inputSchema: { type: 'object', properties: {} } }, { name: 'spc_query_chart', description: '根据条件调用 SPC 接口并返回图表、摘要和明细。', inputSchema: { type: 'object', properties: { query: { type: 'string' }, chartType: { type: 'string' }, opName: { type: 'string' }, measureName: { type: 'string' }, measureContent: { type: 'string' }, startTime: { type: 'string' }, endTime: { type: 'string' } } } }, { name: 'reload_project_index', description: '重新加载知识库。', inputSchema: { type: 'object', properties: {} } }, { name: 'call_mes_backend', description: '调用 MESCommonBase.ashx,默认禁用。', inputSchema: { type: 'object', properties: { payload: { type: 'object' }}, required: ['payload'] } } ] async function toolResult(name, args) { const limit = Math.min(Number(args.limit || 30), 100) if (name === 'project_summary') { const rows = [ { name: '知识库生成时间', value: knowledgeBase.generatedAt || '未生成' }, { name: '页面模块', value: knowledgeBase.modules.length }, { name: 'API 映射', value: knowledgeBase.apiMappings.length }, { name: '质量相关模块', value: knowledgeBase.qualityModules.length }, { name: 'SPC 图表类型', value: knowledgeBase.spcCharts.length }, { name: 'DeepSeek 已配置', value: Boolean(DEEPSEEK_API_KEY) }, { name: 'SPC 后端地址', value: SPC_BACKEND_URL } ] return { text: JSON.stringify(rows, null, 2), html: '

项目概览

' + table([{ key: 'name', label: '项目' }, { key: 'value', label: '值' }], rows), data: rows } } if (name === 'search_project_functions') { const rows = routeCandidates(args.query, limit) return { text: JSON.stringify(rows, null, 2), html: table([{ key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'view', label: '源码' }, { key: 'callCount', label: '调用数' }], rows), data: rows } } if (name === 'describe_module_features') { const rows = moduleFeatureCandidates(args.query, limit) return { text: JSON.stringify(rows, null, 2), html: describeModuleFeatures(args.query, limit), data: rows } } if (name === 'search_module_features') { const rows = moduleFeatureCandidates(args.query, limit) return { text: JSON.stringify(rows, null, 2), html: searchModuleFeatures(args.query, limit), data: rows } } if (name === 'list_quality_modules') { const rows = listQualityModules(limit) return { text: JSON.stringify(rows, null, 2), html: table([{ key: 'title', label: '页面' }, { key: 'routePath', label: '路由' }, { key: 'domains', label: '业务域' }, { key: 'queryable', label: '可查询' }], rows), data: rows } } if (name === 'search_quality_functions') { const rows = pick(knowledgeBase.qualityModules, args.query, ['Title', 'View', 'Domains', 'QueryNames'], limit) return { text: JSON.stringify(rows, null, 2), html: table([{ key: 'Title', label: '页面' }, { key: 'RoutePath', label: '路由' }, { key: 'Domains', label: '业务域' }, { key: 'QueryNames', label: '查询入口' }], rows), data: rows } } if (name === 'describe_quality_data_query') { const profile = findStructuredQualityDataProfile(args || {}) || qualityDataQueryProfiles()[0] const rows = profile ? qualityDataParameterRows(profile, args) : [] const html = profile ? describeQualityDataQuery(profile, args || {}) : '

质量数据查询功能

' + table([{ key: 'message', label: '提示' }], [{ message: '未找到质量数据查询画像' }]) return { text: JSON.stringify(profile || {}, null, 2), html, data: { profile, rows } } } if (name === 'query_quality_data') { const result = await queryQualityData(args || {}) return { text: JSON.stringify(result.data, null, 2), html: result.html, data: result.data } } if (name === 'list_spc_charts') { const rows = knowledgeBase.spcCharts || [] return { text: JSON.stringify(rows, null, 2), html: table([{ key: 'title', label: '图表' }, { key: 'chartType', label: '类型' }, { key: 'apiFile', label: 'API 文件' }, { key: 'endpoint', label: '后端接口' }], rows), data: rows } } if (name === 'spc_query_chart') { const result = await querySpcChart(args || {}) return { text: JSON.stringify(result.data, null, 2), html: result.html, data: result } } if (name === 'reload_project_index') { knowledgeBase = readJson(KNOWLEDGE_FILE, emptyKnowledgeBase()) return { text: 'reloaded', html: table([{ key: 'name', label: '项目' }, { key: 'value', label: '值' }], [{ name: '状态', value: '知识库已重新加载' }]), data: { ok: true } } } if (name === 'call_mes_backend') { if (!ALLOW_BACKEND_CALLS) { return { text: 'disabled', html: table([{ key: 'name', label: '项目' }, { key: 'value', label: '值' }], [{ name: '状态', value: '已禁用,避免 AI 直接修改业务数据' }]), data: { disabled: true } } } const response = await postJson(MES_BACKEND_URL, args.payload || {}) return { text: JSON.stringify(response, null, 2), html: htmlForRows('MES 后端返回', Array.isArray(response) ? response : [response], 30), data: response } } throw new Error('Unknown tool: ' + name) } async function handleMcp(body) { const id = body.id == null ? null : body.id try { if (body.method === 'initialize') { return { jsonrpc: '2.0', id, result: { protocolVersion: '2025-06-18', serverInfo: { name: 'wc-spc-mcp', version: '1.0.0' }, capabilities: { tools: {} } } } } if (body.method === 'tools/list') return { jsonrpc: '2.0', id, result: { tools } } if (body.method === 'tools/call') { const result = await toolResult(body.params && body.params.name, (body.params && body.params.arguments) || {}) return { jsonrpc: '2.0', id, result: { content: [{ type: 'text', text: result.text }, { type: 'text', text: result.html }], structuredContent: result.data } } } return { jsonrpc: '2.0', id, error: { code: -32601, message: 'Method not found' } } } catch (error) { return { jsonrpc: '2.0', id, error: { code: -32000, message: error.message } } } } function parseBody(req) { return new Promise((resolve, reject) => { const chunks = [] req.on('data', chunk => { chunks.push(Buffer.from(chunk)) }) req.on('end', () => { try { const text = Buffer.concat(chunks).toString('utf8') resolve(text ? JSON.parse(text) : {}) } catch (error) { reject(error) } }) req.on('error', reject) }) } function send(res, status, payload) { const body = typeof payload === 'string' ? payload : JSON.stringify(payload) res.writeHead(status, { 'Content-Type': typeof payload === 'string' ? 'text/html; charset=utf-8' : 'application/json; charset=utf-8', 'Access-Control-Allow-Origin': '*', 'Access-Control-Allow-Headers': 'Content-Type, Authorization', 'Access-Control-Allow-Methods': 'GET, POST, OPTIONS' }) res.end(body) } const server = http.createServer(async (req, res) => { if (req.method === 'OPTIONS') return send(res, 204, '') try { if (req.method === 'GET' && req.url === '/health') { return send(res, 200, { ok: true, model: DEEPSEEK_MODEL, apiKeyConfigured: Boolean(DEEPSEEK_API_KEY), knowledgeBase: { loaded: Boolean(knowledgeBase.generatedAt), modules: knowledgeBase.modules.length, qualityModules: knowledgeBase.qualityModules.length, spcCharts: knowledgeBase.spcCharts.length }, endpoints: { mes: MES_BACKEND_URL, spc: SPC_BACKEND_URL } }) } if (req.method === 'GET' && req.url === '/api/tools') return send(res, 200, { tools }) if (req.method === 'POST' && req.url === '/mcp') return send(res, 200, await handleMcp(await parseBody(req))) if (req.method === 'POST' && req.url === '/api/assistant/chat') { const body = await parseBody(req) const question = String(body.question || '').trim() if (!question) return send(res, 400, { error: 'question is required' }) const navigation = navigationResponse(question) if (navigation) return send(res, 200, navigation) if (!isFeatureQuestion(question) && isQualityChartQuestion(question)) { const profile = QUALITY_DATA_QUERY_PROFILE const queryResult = await queryQualityData({ query: question, nameOrSql: profile && profile.nameOrSql, limit: 50, pageSize: 50 }) const rows = queryResult.data && Array.isArray(queryResult.data.rows) ? queryResult.data.rows : [] const charts = qualityDataCharts(rows, question) let html = queryResult.html if (charts.some(chart => chart && chart.mixedMeasurePosition)) { html = '

图表提示

' + table([{ key: 'name', label: '项目' }, { key: 'value', label: '内容' }], [ { name: '提示', value: '当前结果包含多个测量位置,图表可能混合多个测点;建议指定单一测量位置。' } ]) + html } if (!charts.length) { html += '

SPC图表

' + table([{ key: 'name', label: '项目' }, { key: 'value', label: '内容' }], [ { name: '状态', value: '未绘制' }, { name: '原因', value: '质量数据查询结果中没有可识别的数值型测量值。' } ]) } return send(res, 200, Object.assign({}, queryResult, { html, charts })) } if (/图|趋势|直方|正态|过程能力|排列|X-R|XR|X-S|XS/i.test(question)) { const chartResult = await querySpcChart({ query: question }) const html = await askDeepSeek(question, chartResult.html, { tool: 'spc_query_chart', data: chartResult.data || chartResult }, { useProjectContext: false }) return send(res, 200, Object.assign({}, chartResult, { html })) } if (!isFeatureQuestion(question) && isQualityDataQuestion(question)) { const profile = QUALITY_DATA_QUERY_PROFILE const queryResult = await queryQualityData({ query: question, nameOrSql: profile && profile.nameOrSql, limit: 50, pageSize: 50 }) const rows = queryResult.data && Array.isArray(queryResult.data.rows) ? queryResult.data.rows : [] if (rows.length > 20) return send(res, 200, queryResult) const html = await askDeepSeek(question, queryResult.html, { tool: 'query_quality_data', query: queryResult.data && queryResult.data.query, payload: queryResult.data && queryResult.data.payload, rows, output: queryResult.data && queryResult.data.output }, { useProjectContext: false }) return send(res, 200, Object.assign({}, queryResult, { html })) } const html = await askDeepSeek(question, '', {}, { useProjectContext: false }) return send(res, 200, { html }) } return send(res, 404, { error: 'Not found' }) } catch (error) { return send(res, 500, { error: error.message }) } }) server.listen(PORT, () => { console.log('WC-SPC AI MCP server listening on http://127.0.0.1:' + PORT) console.log('DeepSeek model: ' + DEEPSEEK_MODEL + ', API key configured: ' + Boolean(DEEPSEEK_API_KEY)) console.log('Knowledge base loaded: ' + Boolean(knowledgeBase.generatedAt)) })