This commit is contained in:
史典卓
2025-03-28 15:19:42 +08:00
parent ad4eb162a5
commit 0216f6053a
396 changed files with 18278 additions and 9899 deletions

166
utils/jobAnalyzer.js Normal file
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/**
* 岗位数据分析模块
*/
const jobAnalyzer = {
/**
* 清洗无效薪资数据
* @param {Array} jobs 原始岗位数据
* @returns {Array} 有效岗位数据
*/
cleanData: (jobs) => {
if (!Array.isArray(jobs)) return []
return jobs.filter(job =>
Number(job.minSalary) > 0 &&
Number(job.maxSalary) > 0
)
},
/**
* 执行完整分析流程
* @param {Array} jobs 原始岗位数据
* @param {Object} options 配置选项
* @returns {Object} 分析结果
*/
analyze: (jobs, options = {
verbose: false
}) => {
// 数据校验
if (!Array.isArray(jobs)) {
throw new Error('Invalid jobs data format')
}
// 数据清洗
const validJobs = jobAnalyzer.cleanData(jobs)
if (validJobs.length === 0) {
return {
warning: 'No valid job data available'
}
}
// 执行分析
const results = {
salary: jobAnalyzer.analyzeSalaries(validJobs),
categories: jobAnalyzer.countCategories(validJobs),
experience: jobAnalyzer.analyzeExperience(validJobs),
areas: jobAnalyzer.analyzeAreas(validJobs)
}
// 按需控制台输出
if (options.verbose) {
jobAnalyzer.printResults(results)
}
return results
},
/** 薪资分析 */
analyzeSalaries: (jobs) => {
const stats = jobs.reduce((acc, job) => {
acc.totalMin += job.minSalary
acc.totalMax += job.maxSalary
acc.highPay += (job.maxSalary >= 10000) ? 1 : 0
return acc
}, {
totalMin: 0,
totalMax: 0,
highPay: 0
})
return {
avgMin: Math.round(stats.totalMin / jobs.length),
avgMax: Math.round(stats.totalMax / jobs.length),
highPayRatio: Math.round((stats.highPay / jobs.length) * 100)
}
},
/** 岗位类别统计 */
countCategories: (jobs) => {
return jobs.reduce((map, job) => {
map[job.jobCategory] = (map[job.jobCategory] || 0) + 1
return map
}, {})
},
/** 经验要求分析 */
analyzeExperience: (jobs) => {
return jobs.reduce((stats, job) => {
const label = job.experIenceLabel || '未知'
stats[label] = (stats[label] || 0) + 1
return stats
}, {})
},
/** 地区分布分析 */
analyzeAreas: (jobs) => {
return jobs.reduce((map, job) => {
const area = job.jobLocationAreaCodeLabel || '未知'
map[area] = (map[area] || 0) + 1
return map
}, {})
},
/** 格式化输出结果 */
printResults: (results) => {
console.log('【高薪岗位分析】')
console.log(`- 平均月薪范围:${results.salary.avgMin}k ~ ${results.salary.avgMax}k`)
console.log(`- 月薪≥10k的岗位占比${results.salary.highPayRatio}%`)
console.log('\n【热门岗位类别】')
console.log(Object.entries(results.categories)
.sort((a, b) => b[1] - a[1])
.map(([k, v]) => `- ${k} (${v}个)`)
.join('\n'))
console.log('\n【经验要求分布】')
console.log(Object.entries(results.experience)
.map(([k, v]) => `- ${k}: ${v}`)
.join('\n'))
console.log('\n【工作地区分布】')
console.log(Object.entries(results.areas)
.sort((a, b) => b[1] - a[1])
.map(([k, v]) => `- ${k}: ${v}`)
.join('\n'))
},
/** 合并所有统计属性并添加类型前缀 */
_mergeAllStats: (results) => {
const merged = {}
// 合并岗位类别(添加前缀)
Object.entries(results.categories).forEach(([k, v]) => {
merged[`岗位:${k}`] = v
})
// 合并工作地区(添加前缀)
Object.entries(results.areas).forEach(([k, v]) => {
merged[`地区:${k}`] = v
})
// 合并经验要求(添加前缀)
Object.entries(results.experience).forEach(([k, v]) => {
merged[`经验:${k}`] = v
})
return merged
},
/** 全属性统一排序输出 */
printUnifiedResults: (results, options = {
log: false
}) => {
const mergedData = jobAnalyzer._mergeAllStats(results)
const sortedEntries = Object.entries(mergedData)
.sort((a, b) => b[1] - a[1])
if (options.log) {
// 格式化输出
console.log('【全维度排序分析】')
console.log(sortedEntries
.map(([k, v]) => `- ${k}: ${v}`)
.join('\n'))
}
return sortedEntries
}
}
export default jobAnalyzer

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utils/markdownParser.js Normal file
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import MarkdownIt from '@/lib/markdown-it.min.js';
// import MarkdownIt from '@/lib/markdown-it.esm.js'
import hljs from "@/lib/highlight/highlight-uni.min.js";
import parseHtml from '@/lib/html-parser.js';
// import DOMPurify from '@/lib/dompurify@3.2.4es.js';
export let codeDataList = []
const md = new MarkdownIt({
html: true, // 允许 HTML 标签
linkify: true, // 自动解析 URL
typographer: true, // 美化标点符号
tables: true,
breaks: true, // 让 \n 自动换行
langPrefix: 'language-', // 代码高亮前缀
// 如果结果以 <pre ... 开头,内部包装器则会跳过。
highlight: function(str, lang) {
let preCode = ""
try {
preCode = hljs.highlightAuto(str).value
} catch (err) {
preCode = markdownIt.utils.escapeHtml(str);
}
// 以换行进行分割
// 按行拆分代码
const lines = preCode.split(/\n/).slice(0, -1);
const html = lines
.map((line, index) =>
line ?
`<li><span class="line-num" data-line="${index + 1}"></span>${line}</li>` :
''
)
.join('');
// 代码复制功能
const cacheIndex = codeDataList.length;
codeDataList.push(str);
return `
<div class="code-container">
<div class="code-header">
<span class="lang-label">${lang || 'plaintext'}</span>
<a class="copy-btn" data-copy-index="${cacheIndex}">复制代码</a>
</div>
<pre class="hljs"><code><ol>${html}</ol></code></pre>
</div>
`;
}
})
export function parseMarkdown(content) {
if (!content) {
return //处理特殊情况,比如网络异常导致的响应的 content 的值为空
}
const unsafeHtml = md.render(content || '')
return unsafeHtml
}

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@@ -1,12 +1,12 @@
import config from "@/config.js"
import useUserStore from '@/stores/useUserStore';
const request = ({
export function request({
url,
method = 'GET',
data = {},
load = false,
header = {}
} = {}) => {
} = {}) {
return new Promise((resolve, reject) => {
if (load) {
@@ -15,7 +15,6 @@ const request = ({
mask: true
});
}
console.log(useUserStore())
let Authorization = ''
if (useUserStore().token) {
Authorization = `${useUserStore().userInfo.token}${useUserStore().token}`
@@ -26,28 +25,30 @@ const request = ({
data: data,
header: {
'Authorization': Authorization || '',
...header
},
success: resData => {
// 响应拦截
if (resData.statusCode === 200) {
const {
code,
data,
message
msg
} = resData.data
if (code === 200) {
resolve(data)
resolve(resData.data)
return
}
uni.showToast({
title: message,
title: msg,
icon: 'none'
})
}
if (resData.data?.code === 401 || resData.data?.code === 402) {
store.commit('logout')
uni.clearStorageSync('userInfo')
useUserStore().logOut()
uni.showToast({
title: '登录过期,请重新登录',
icon: 'none'
})
return
}
const err = new Error('请求出现异常,请联系工作人员')
err.error = resData
@@ -63,4 +64,104 @@ const request = ({
})
}
export default request
/**
* @param url String请求的地址默认none
* @param data Object请求的参数默认{}
* @param method String请求的方式默认GET
* @param loading Boolean是否需要loading 默认false
* @param header Objectheaders默认{}
* @returns promise
**/
export function createRequest(url, data = {}, method = 'GET', loading = false, headers = {}) {
if (loading) {
uni.showLoading({
title: '请稍后',
mask: true
})
}
let Authorization = ''
if (useUserStore().token) {
Authorization = `${useUserStore().token}`
}
const header = headers || {};
header["Authorization"] = encodeURIComponent(Authorization);
return new Promise((resolve, reject) => {
uni.request({
url: config.baseUrl + url,
method: method,
data: data,
header,
success: resData => {
// 响应拦截
if (resData.statusCode === 200) {
const {
code,
msg
} = resData.data
if (code === 200) {
resolve(resData.data)
return
}
uni.showToast({
title: msg,
icon: 'none'
})
}
if (resData.data?.code === 401 || resData.data?.code === 402) {
useUserStore().logOut()
}
const err = new Error('请求出现异常,请联系工作人员')
err.error = resData
reject(err)
},
fail: (err) => {
reject(err)
},
complete: () => {
if (loading) {
uni.hideLoading();
}
}
});
})
}
export function uploadFile(tempFilePaths, loading = false) {
if (loading) {
uni.showLoading({
title: '请稍后',
mask: true
})
}
let Authorization = ''
if (useUserStore().token) {
Authorization = `${useUserStore().token}`
}
const header = {};
header["Authorization"] = encodeURIComponent(Authorization);
return new Promise((resolve, reject) => {
uni.uploadFile({
url: config.baseUrl + '/app/file/upload',
filePath: tempFilePaths,
name: 'file',
header,
success: (uploadFileRes) => {
if (uploadFileRes.statusCode === 200) {
return resolve(uploadFileRes.data)
}
},
fail: (err) => {
reject(err)
},
complete: () => {
if (loading) {
uni.hideLoading();
}
}
})
})
}

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utils/similarity_Job.js Normal file
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// 使用Intl.Segmenter对中文文本进行分词
function segmentText(text) {
const segmenter = new Intl.Segmenter('zh-Hans', {
granularity: 'word'
}); // 使用中文简体语言
const segments = [];
for (let segment of segmenter.segment(text.toLowerCase())) { // 转为小写后进行分词
segments.push(segment.segment);
}
return segments;
}
// 语气 停用次
const stopWords = ['的', '了', '啊', '哦', '/', '、', ' ', '', '-', '', '', '(', ')', '+', "=", "~", "!", "<", ">", "?",
"[", "]", "{", "}"
]
function cleanKeywords(arr) {
return arr.filter(word => word && !stopWords.includes(word))
}
function calculateMatchScore(source, target) {
const sourceSet = new Set(cleanKeywords(source))
const targetSet = new Set(cleanKeywords(target))
let matchCount = 0
for (let word of sourceSet) {
if (targetSet.has(word)) {
matchCount++
}
}
// 匹配度 = source中匹配到的词 / source总词数
return matchCount / sourceSet.size
}
class CsimilarityJobs {
config = {
thresholdVal: 0.69,
titleSimilarityWeight: 0.4,
salaryMatchWeight: 0.2,
areaMatchWeight: 0.2,
educationMatchWeight: 0.2,
experiencenMatchWeight: 0.1
}
userTitle = ['Java', 'C', '全栈工程师'];
userSalaryMin = 10000;
userSalaryMax = 15000;
userArea = 0; // 用户指定的区域(例如:市南区)
userEducation = 4; // 用户学历假设4为本科
userExperience = 2; // 用户工作经验
jobTitle = '';
jobMinSalary = 10000
jobMaxSalary = 15000
jobLocationAreaCode = 0
jobEducation = 4
jobExperience = 2
jobCategory = ''
// 系统
log = false
constructor() {}
setUserInfo(resume) {
this.userTitle = resume.jobTitle
this.userSalaryMax = Number(resume.salaryMax)
this.userSalaryMin = Number(resume.salaryMin)
this.userArea = Number(resume.area)
this.userEducation = resume.education
this.userExperience = this.getUserExperience(Number(resume.age))
}
setJobInfo(jobInfo) {
this.jobTitle = jobInfo.jobTitle;
this.jobMinSalary = jobInfo.minSalary
this.jobMaxSalary = jobInfo.maxSalary
this.jobLocationAreaCode = jobInfo.jobLocationAreaCode
this.jobEducation = jobInfo.education
this.jobExperience = jobInfo.experience
this.jobCategory = jobInfo.jobCategory
}
calculationMatchingDegreeJob(resume) {
// 计算职位标题相似度
// const titleSimilarity = stringSimilarity.compareTwoStrings(this.userTitle, job.jobTitle);
let jobT = null
if (this.jobCategory) {
jobT = this.calculateBestJobCategoryMatch(resume.jobTitle || resume.jobTitleString || [], this
.jobCategory);
} else {
jobT = this.calculateBestJobMatch(resume.jobTitle || resume.jobTitleString || [], this.jobTitle);
}
const {
bestMatchJobTitle,
maxSimilarity
} = jobT
// 计算薪资匹配度
const salaryMatch = this.calculateSalaryMatch(Number(resume.salaryMin), Number(resume.salaryMax),
this
.jobMinSalary, this.jobMaxSalary);
// 计算区域匹配度
const areaMatch = this.calculateAreaMatch(Number(resume.area), this.jobLocationAreaCode);
// 计算学历匹配度
const educationMatch = this.calculateEducationMatch(resume.education, this.jobEducation);
// 计算工作经验匹配度
// const experiencenMatch = this.calculateExperienceMatch2(this.userExperience, job.experience);
// 综合匹配度 = 0.4 * 职位相似度 + 0.2 * 薪资匹配度 + 0.1 * 区域匹配度 + 0.2 * 学历匹配度 + 0.1 * 工作经验匹配度
const overallMatch = this.config.titleSimilarityWeight * maxSimilarity +
this.config.salaryMatchWeight * salaryMatch + this.config.areaMatchWeight * areaMatch +
this.config.educationMatchWeight * educationMatch
// console.log(`Job ${job.jobTitle}工作经验匹配度: ${experiencenMatch}`);
if (this.log) {
console.log(
`Job ${job.jobTitle} 标题相似度 ${maxSimilarity} 薪资匹配度: ${salaryMatch}学历匹配度: ${educationMatch} 区域匹配度: ${areaMatch} 综合匹配度: ${overallMatch.toFixed(2)}`
);
}
// 设置阈值进行岗位匹配判断
const threshold = this.config.thresholdVal;
return {
overallMatch: (overallMatch.toFixed(2) * 100) + '%',
data: resume,
maxSimilarity,
salaryMatch,
educationMatch,
areaMatch
}
}
calculationMatchingDegree(job) {
// 计算职位标题相似度
// console.log(this.userTitle, job.jobTitle)
// const titleSimilarity = stringSimilarity.compareTwoStrings(this.userTitle, job.jobTitle);
let jobT = null
if (job.jobCategory) {
jobT = this.calculateBestJobCategoryMatch(this.userTitle, job.jobCategory);
} else {
jobT = this.calculateBestJobMatch(this.userTitle, job.jobTitle);
}
const {
bestMatchJobTitle,
maxSimilarity
} = jobT
// 计算薪资匹配度
const salaryMatch = this.calculateSalaryMatch(this.userSalaryMin, this.userSalaryMax, job.minSalary,
job
.maxSalary);
// 计算区域匹配度
const areaMatch = this.calculateAreaMatch(this.userArea, job.jobLocationAreaCode);
// 计算学历匹配度
const educationMatch = this.calculateEducationMatch(this.userEducation, job.education);
// 计算工作经验匹配度
// const experiencenMatch = this.calculateExperienceMatch2(this.userExperience, job.experience);
// 综合匹配度 = 0.4 * 职位相似度 + 0.2 * 薪资匹配度 + 0.1 * 区域匹配度 + 0.2 * 学历匹配度 + 0.1 * 工作经验匹配度
const overallMatch = this.config.titleSimilarityWeight * maxSimilarity +
this.config.salaryMatchWeight * salaryMatch + this.config.areaMatchWeight * areaMatch +
this.config.educationMatchWeight * educationMatch
// console.log(`Job ${job.jobTitle}工作经验匹配度: ${experiencenMatch}`);
if (this.log) {
console.log(
`Job ${job.jobTitle} 标题相似度 ${maxSimilarity} 薪资匹配度: ${salaryMatch}学历匹配度: ${educationMatch} 区域匹配度: ${areaMatch} 综合匹配度: ${overallMatch.toFixed(2)}`
);
}
// 设置阈值进行岗位匹配判断
const threshold = this.config.thresholdVal;
if (overallMatch > threshold) {
return {
overallMatch: (overallMatch.toFixed(2) * 100) + '%',
data: job,
maxSimilarity,
salaryMatch,
educationMatch,
areaMatch
}
}
}
// 根据用户年龄推算工作经验年限区间
getUserExperience(age) {
if (age = 0) { // 30以下
return {
min: 0,
max: 5
};
} else if (age <= 1) { // 40以下
return {
min: 5,
max: 10
};
} else if (age <= 2) { // 50以下
return {
min: 10,
max: 20
};
} else { // 50以上
return {
min: 20,
max: 40
};
}
}
// 计算经验匹配度
calculateExperienceMatch2(userExperience, jobExperience) {
const jobExperienceRange = this.mapJobExperience(jobExperience);
if (userExperience.min <= jobExperienceRange.max && userExperience.max >= jobExperienceRange.min) {
return 1;
}
if (
(userExperience.min <= jobExperienceRange.max && userExperience.max > jobExperienceRange.min) ||
(userExperience.max >= jobExperienceRange.min && userExperience.min < jobExperienceRange.max)
) {
return 0.5; // 部分匹配
}
return 0; // 不匹配
}
// 映射岗位经验要求到工作经验年限区间
mapJobExperience(jobExperience) {
const experienceMapping = {
"1": {
min: 0,
max: 0
},
"2": {
min: 0,
max: 1
},
"3": {
min: 0,
max: 1
},
"4": {
min: 1,
max: 3
},
"5": {
min: 3,
max: 5
},
"6": {
min: 5,
max: 10
},
"7": {
min: 10,
max: 20
},
"8": {
min: 0,
max: 40
}
};
return experienceMapping[jobExperience];
}
// 计算工作经验匹配度
calculateExperiencenMatch(userExperience, jobExperience) {
if (userExperience === jobExperience) {
return 1;
} else if (userExperience > jobExperience) {
return 0.75;
} else {
return 0;
}
}
calculateSalaryMatch(userMin, userMax, jobMin, jobMax) {
const isMinMatch = userMin >= jobMin && userMin <= jobMax;
const isMaxMatch = userMax >= jobMin && userMax <= jobMax;
if (isMinMatch || isMaxMatch) {
return 1;
}
const minDifference = Math.abs(userMin - jobMin);
const maxDifference = Math.abs(userMax - jobMax);
if (minDifference > 3000 && maxDifference > 3000) {
return 0;
}
return 0.5; // 部分匹配
}
// 计算区域匹配度
calculateAreaMatch(userArea, jobArea) {
return userArea === jobArea ? 1 : 0.5;
}
calculateBestJobCategoryMatch(userJobTitles, jobTitle) {
let maxSimilarity = 0;
let bestMatchJobTitle = '';
for (let i = 0; i < userJobTitles.length; i++) {
let userTitle = userJobTitles[i];
if (userTitle === jobTitle) {
maxSimilarity = 1;
bestMatchJobTitle = userTitle;
break
}
}
return {
bestMatchJobTitle,
maxSimilarity
};
}
// 计算职位匹配度
calculateBestJobMatch(userJobTitles, jobTitle) {
let maxSimilarity = 0;
let bestMatchJobTitle = '';
userJobTitles.forEach((userTitle) => {
const userSegments = segmentText(userTitle);
const jobSegments = segmentText(jobTitle);
// 比较分词的交集,计算匹配度
// const intersection = userSegments.filter(segment => jobSegments.includes(segment));
// const similarity = intersection.length / userSegments.length; // 计算匹配度
// 计算匹配度
const similarity = calculateMatchScore(userSegments, jobSegments)
// 记录匹配度最高的职位
if (similarity > maxSimilarity) {
maxSimilarity = similarity;
bestMatchJobTitle = userTitle;
}
});
return {
bestMatchJobTitle,
maxSimilarity
};
}
// 计算学历匹配度
calculateEducationMatch(userEducation, jobEducation) {
if (userEducation === jobEducation) {
return 1;
} else if (userEducation > jobEducation) {
return 1;
} else {
return 0;
}
}
}
const similarityJobs = new CsimilarityJobs()
export default similarityJobs

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utils/streamRequest.js Normal file
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import config from "@/config.js"
import useUserStore from '@/stores/useUserStore';
/**
* @param url String请求的地址默认none
* @param data Object请求的参数默认{}
* @returns promise
**/
export default function StreamRequest(url, data = {}, onDataReceived, onError, onComplete) {
const userStore = useUserStore();
const Authorization = userStore.token ? encodeURIComponent(userStore.token) : '';
const headers = {
"Authorization": Authorization,
"Accept": "text/event-stream",
"Content-Type": "application/json;charset=UTF-8"
};
return new Promise(async (resolve, reject) => {
try {
const response = await fetch(config.StreamBaseURl + url, {
method: "POST",
headers,
body: JSON.stringify(data)
});
if (!response.ok) {
throw new Error(`HTTP 错误: ${response.status}`);
}
const reader = response.body.getReader();
const decoder = new TextDecoder("utf-8");
let buffer = "";
while (true) {
const {
done,
value
} = await reader.read();
if (done) break;
buffer += decoder.decode(value, {
stream: true
});
let lines = buffer.split("\n");
buffer = lines.pop(); // 可能是不完整的 JSON 片段,留待下次解析
for (let line of lines) {
if (line.startsWith("data: ")) {
const jsonData = line.slice(6).trim();
if (jsonData === "[DONE]") {
onComplete && onComplete();
resolve();
return;
}
try {
const parsedData = JSON.parse(jsonData);
const content = parsedData?.choices?.[0]?.delta?.content ??
parsedData?.choices?.[0]?.delta?.reasoning_content ??
"";
if (content) {
onDataReceived && onDataReceived(content);
}
} catch (e) {
console.error("JSON 解析失败:", e, "原始数据:", jsonData);
}
}
}
}
onComplete && onComplete();
resolve();
} catch (error) {
console.error("Stream 请求失败:", error);
onError && onError(error);
reject(error);
}
});
}
/**
* @param url String请求的地址默认none
* @param data Object请求的参数默认{}
* @param method String请求的方式默认GET
* @param loading Boolean是否需要loading 默认false
* @param header Objectheaders默认{}
* @returns promise
**/
export function chatRequest(url, data = {}, method = 'GET', loading = false, headers = {}) {
if (loading) {
uni.showLoading({
title: '请稍后',
mask: true
})
}
let Authorization = ''
if (useUserStore().token) {
Authorization = `${useUserStore().token}`
}
const header = headers || {};
header["Authorization"] = encodeURIComponent(Authorization);
return new Promise((resolve, reject) => {
uni.request({
url: config.StreamBaseURl + url,
method: method,
data: data,
header,
success: resData => {
// 响应拦截
if (resData.statusCode === 200) {
const {
code,
msg
} = resData.data
if (code === 200) {
resolve(resData.data)
return
}
uni.showToast({
title: msg,
icon: 'none'
})
}
if (resData.data?.code === 401 || resData.data?.code === 402) {
useUserStore().logOut()
}
const err = new Error('请求出现异常,请联系工作人员')
err.error = resData
reject(err)
},
fail: (err) => {
reject(err)
},
complete: () => {
if (loading) {
uni.hideLoading();
}
}
});
})
}