鸿蒙编程学习助手应用开发指南 原创

进修的泡芙
发布于 2025-6-22 18:06
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鸿蒙编程学习助手应用开发指南

一、系统架构设计

基于HarmonyOS的分布式能力和AI技术,我们设计了一套交互式编程学习系统,主要功能包括:
代码练习:提供交互式编程练习环境

智能指导:AI分析代码并提供实时反馈

多设备协同:跨设备同步学习进度和代码

课程管理:组织编程课程和学习路径

成就系统:激励用户完成学习目标

!https://example.com/harmony-code-learning-arch.png

二、核心代码实现
代码执行服务

// CodeExecutionService.ets
import codeRunner from ‘@ohos.codeRunner’;

class CodeExecutionService {
private static instance: CodeExecutionService;
private runner: codeRunner.CodeRunner;

private constructor() {
this.runner = codeRunner.createRunner();
public static getInstance(): CodeExecutionService {

if (!CodeExecutionService.instance) {
  CodeExecutionService.instance = new CodeExecutionService();

return CodeExecutionService.instance;

public async executeCode(code: string, language: string): Promise<ExecutionResult> {

return new Promise((resolve, reject) => {
  this.runner.run(

code,

      language,
      timeout: 5000
    },
    (err, result) => {
      if (err) {
        reject(err);

else {

        resolve(this.processResult(result));

}

  );
});

private processResult(rawData: any): ExecutionResult {

return {
  output: rawData.output || '',
  errors: rawData.errors || [],
  warnings: rawData.warnings || [],
  executionTime: rawData.executionTime || 0,
  memoryUsage: rawData.memoryUsage || 0,
  success: rawData.success || false
};

public async checkCodeStyle(code: string, language: string): Promise<CodeStyleReport> {

return new Promise((resolve, reject) => {
  this.runner.analyze(

code,

      language,
      checks: ['style', 'complexity']
    },
    (err, report) => {
      if (err) {
        reject(err);

else {

        resolve(this.processStyleReport(report));

}

  );
});

private processStyleReport(rawData: any): CodeStyleReport {

return {
  issues: rawData.issues || [],
  complexity: rawData.complexity || 0,
  readability: rawData.readability || 0,
  styleScore: rawData.styleScore || 0
};

}

export const codeExecutionService = CodeExecutionService.getInstance();

学习进度服务

// LearningProgressService.ets
import distributedData from ‘@ohos.data.distributedData’;

class LearningProgressService {
private static instance: LearningProgressService;
private kvManager: distributedData.KVManager;
private kvStore: distributedData.KVStore;

private constructor() {
this.initKVStore();
private async initKVStore(): Promise<void> {

const config = {
  bundleName: 'com.example.codeLearning',
  userInfo: { userId: 'currentUser' }
};

this.kvManager = distributedData.createKVManager(config);
this.kvStore = await this.kvManager.getKVStore('learning_progress', {
  createIfMissing: true
});

this.kvStore.on('dataChange', (data) => {
  this.handleRemoteUpdate(data);
});

public static getInstance(): LearningProgressService {

if (!LearningProgressService.instance) {
  LearningProgressService.instance = new LearningProgressService();

return LearningProgressService.instance;

public async saveProgress(progress: LearningProgress): Promise<void> {

await this.kvStore.put(progress_${progress.courseId}, JSON.stringify(progress));

public async getProgress(courseId: string): Promise<LearningProgress | null> {

const value = await this.kvStore.get(progress_${courseId});
return value ? JSON.parse(value) : null;

public async getCompletedLessons(courseId: string): Promise<string[]> {

const progress = await this.getProgress(courseId);
return progress?.completedLessons || [];

public async completeLesson(courseId: string, lessonId: string): Promise<void> {

const progress = await this.getProgress(courseId) || {
  courseId,
  completedLessons: [],
  lastAccessed: Date.now()
};

if (!progress.completedLessons.includes(lessonId)) {
  progress.completedLessons.push(lessonId);
  progress.lastAccessed = Date.now();
  await this.saveProgress(progress);

}

public async syncProgressToDevice(deviceId: string): Promise<void> {
const entries = await this.kvStore.getEntries(‘progress_’);
const ability = await featureAbility.startAbility({
bundleName: ‘com.example.codeLearning’,
abilityName: ‘ProgressSyncAbility’,
deviceId
});

await ability.call({
  method: 'receiveProgressData',
  parameters: [Array.from(entries)]
});

private handleRemoteUpdate(data: distributedData.ChangeInfo): void {

if (data.deviceId === deviceInfo.deviceId) return;

const key = data.key as string;
if (key.startsWith('progress_')) {
  const progress = JSON.parse(data.value);
  EventBus.emit('progressUpdated', progress);

}

export const progressService = LearningProgressService.getInstance();

AI代码分析服务

// CodeAnalysisService.ets
import http from ‘@ohos.net.http’;

class CodeAnalysisService {
private static instance: CodeAnalysisService;
private httpClient: http.HttpRequest;
private apiKey = ‘YOUR_CODE_ANALYSIS_API_KEY’;

private constructor() {
this.httpClient = http.createHttp();
public static getInstance(): CodeAnalysisService {

if (!CodeAnalysisService.instance) {
  CodeAnalysisService.instance = new CodeAnalysisService();

return CodeAnalysisService.instance;

public async analyzeCode(code: string, language: string): Promise<CodeAnalysis> {

return new Promise((resolve, reject) => {
  this.httpClient.request(
    'https://code-analysis-api.example.com/analyze',

method: ‘POST’,

      header: { 'Content-Type': 'application/json' },
      extraData: JSON.stringify({
        code,
        language,
        api_key: this.apiKey
      })
    },
    (err, data) => {
      if (err) {
        reject(err);

else {

        const result = JSON.parse(data.result);
        resolve(this.processAnalysisResult(result));

}

  );
});

private processAnalysisResult(rawData: any): CodeAnalysis {

return {
  qualityScore: rawData.qualityScore || 0,
  issues: rawData.issues?.map((issue: any) => ({
    type: issue.type,
    message: issue.message,
    line: issue.line,
    column: issue.column,
    severity: issue.severity,
    suggestion: issue.suggestion
  })) || [],
  complexity: rawData.complexity || 0,
  maintainability: rawData.maintainability || 0,
  bestPractices: rawData.bestPractices || []
};

public async explainCode(code: string, language: string): Promise<CodeExplanation> {

return new Promise((resolve, reject) => {
  this.httpClient.request(
    'https://code-analysis-api.example.com/explain',

method: ‘POST’,

      header: { 'Content-Type': 'application/json' },
      extraData: JSON.stringify({
        code,
        language,
        api_key: this.apiKey
      })
    },
    (err, data) => {
      if (err) {
        reject(err);

else {

        const result = JSON.parse(data.result);
        resolve(this.processExplanationResult(result));

}

  );
});

private processExplanationResult(rawData: any): CodeExplanation {

return {
  overview: rawData.overview || '',
  lineByLine: rawData.lineByLine || [],
  keyConcepts: rawData.keyConcepts || [],
  relatedTopics: rawData.relatedTopics || []
};

public async suggestImprovement(code: string, language: string): Promise<CodeImprovement> {

return new Promise((resolve, reject) => {
  this.httpClient.request(
    'https://code-analysis-api.example.com/improve',

method: ‘POST’,

      header: { 'Content-Type': 'application/json' },
      extraData: JSON.stringify({
        code,
        language,
        api_key: this.apiKey
      })
    },
    (err, data) => {
      if (err) {
        reject(err);

else {

        const result = JSON.parse(data.result);
        resolve(this.processImprovementResult(result));

}

  );
});

private processImprovementResult(rawData: any): CodeImprovement {

return {
  improvedCode: rawData.improvedCode || '',
  changes: rawData.changes || [],
  benefits: rawData.benefits || [],
  beforeMetrics: rawData.beforeMetrics || {},
  afterMetrics: rawData.afterMetrics || {}
};

}

export const codeAnalysisService = CodeAnalysisService.getInstance();

三、主界面实现
代码练习界面

// CodePracticeView.ets
@Component
struct CodePracticeView {
@State currentLesson: Lesson | null = null;
@State userCode: string = ‘’;
@State executionResult: ExecutionResult | null = null;
@State analysisResult: CodeAnalysis | null = null;
@State isRunning: boolean = false;
@State isAnalyzing: boolean = false;

aboutToAppear() {
this.loadLesson();
build() {

Column() {
  if (!this.currentLesson) {
    LoadingProgress()
      .width(50)
      .height(50)
      .margin({ top: 32 })

else {

    // 课程标题和描述
    Text(this.currentLesson.title)
      .fontSize(20)
      .fontWeight(FontWeight.Bold)
    
    Text(this.currentLesson.description)
      .fontSize(16)
      .margin({ top: 8 })
    
    // 代码编辑器
    CodeEditor({
      code: this.userCode,
      language: this.currentLesson.language,
      onCodeChange: (code) => this.userCode = code
    })
    .height(300)
    .margin({ top: 16 })
    
    // 操作按钮
    Row() {
      Button('运行代码')
        .onClick(() => this.runCode())
        .enabled(!this.isRunning)
        .margin({ right: 8 })
      
      Button('代码分析')
        .onClick(() => this.analyzeCode())
        .enabled(!this.isAnalyzing)

.margin({ top: 16 })

    // 执行结果
    if (this.executionResult) {
      ExecutionResultView({ result: this.executionResult })
        .margin({ top: 16 })

// 分析结果

    if (this.analysisResult) {
      CodeAnalysisView({ analysis: this.analysisResult })
        .margin({ top: 16 })

// 完成课程按钮

    if (this.isLessonComplete()) {
      Button('完成课程')
        .onClick(() => this.completeLesson())
        .margin({ top: 16 })

}

.padding(16)

private async loadLesson(): Promise<void> {

const lessonId = router.getParams()?.lessonId;
if (lessonId) {
  this.currentLesson = await courseService.getLesson(lessonId);
  this.userCode = this.currentLesson?.initialCode || '';

}

private async runCode(): Promise<void> {
if (!this.currentLesson || !this.userCode) return;

this.isRunning = true;
try {
  this.executionResult = await codeExecutionService.executeCode(
    this.userCode,
    this.currentLesson.language
  );

finally {

  this.isRunning = false;

}

private async analyzeCode(): Promise<void> {
if (!this.currentLesson || !this.userCode) return;

this.isAnalyzing = true;
try {
  this.analysisResult = await codeAnalysisService.analyzeCode(
    this.userCode,
    this.currentLesson.language
  );

finally {

  this.isAnalyzing = false;

}

private isLessonComplete(): boolean {
if (!this.currentLesson || !this.executionResult) return false;

// 检查是否满足课程完成条件
return this.currentLesson.successCondition.type === 'output'

this.executionResult.output.includes(this.currentLesson.successCondition.value)

this.executionResult.success;

private async completeLesson(): Promise<void> {

if (!this.currentLesson) return;

await progressService.completeLesson(
  this.currentLesson.courseId,
  this.currentLesson.id
);

router.back();

}

@Component
struct CodeEditor {
@State code: string;
private language: string;
private onCodeChange: (code: string) => void;

build() {
// 简化实现,实际应使用代码编辑器组件
TextArea({ text: this.code })
.onChange((value: string) => this.onCodeChange(value))
.fontSize(14)
.fontFamily(‘monospace’)
}

@Component
struct ExecutionResultView {
private result: ExecutionResult;

build() {
Column() {
Text(this.result.success ? ‘执行成功’ : ‘执行失败’)
.fontSize(18)
.fontColor(this.result.success ? ‘#4CAF50’ : ‘#F44336’)

  if (this.result.output) {
    Text('输出:')
      .fontSize(16)
      .margin({ top: 8 })
    
    Text(this.result.output)
      .fontSize(14)
      .fontFamily('monospace')
      .backgroundColor('#F5F5F5')
      .padding(8)

if (this.result.errors.length > 0) {

    Text('错误:')
      .fontSize(16)
      .margin({ top: 8 })
    
    ForEach(this.result.errors, (error) => {
      Text(error)
        .fontSize(14)
        .fontColor('#F44336')
        .fontFamily('monospace')
        .margin({ top: 4 })
    })

}

.padding(16)
.backgroundColor('#FFFFFF')
.borderRadius(8)

}

@Component
struct CodeAnalysisView {
private analysis: CodeAnalysis;

build() {
Column() {
Text(代码质量评分: ${this.analysis.qualityScore.toFixed(1)}/10)
.fontSize(18)
.fontColor(this.getScoreColor(this.analysis.qualityScore))

  Row() {
    Text(复杂度: ${this.analysis.complexity.toFixed(1)})
      .fontSize(14)
      .margin({ right: 16 })
    
    Text(可维护性: ${this.analysis.maintainability.toFixed(1)})
      .fontSize(14)

.margin({ top: 8 })

  if (this.analysis.issues.length > 0) {
    Text('发现问题:')
      .fontSize(16)
      .margin({ top: 16 })
    
    ForEach(this.analysis.issues, (issue) => {
      Column() {
        Row() {
          Text({issue.line}:{issue.column})
            .fontSize(12)
            .fontColor('#666666')
          
          Text(issue.type)
            .fontSize(12)
            .fontColor(this.getSeverityColor(issue.severity))
            .margin({ left: 8 })

Text(issue.message)

          .fontSize(14)
          .margin({ top: 4 })
        
        if (issue.suggestion) {
          Text(建议: ${issue.suggestion})
            .fontSize(12)
            .fontColor('#4CAF50')
            .margin({ top: 4 })

}

      .padding(8)
      .margin({ top: 8 })
      .backgroundColor('#FAFAFA')
      .borderRadius(4)
    })

if (this.analysis.bestPractices.length > 0) {

    Text('最佳实践:')
      .fontSize(16)
      .margin({ top: 16 })
    
    ForEach(this.analysis.bestPractices, (practice) => {
      Text(• ${practice})
        .fontSize(14)
        .margin({ top: 4 })
    })

}

.padding(16)
.backgroundColor('#FFFFFF')
.borderRadius(8)

private getScoreColor(score: number): string {

if (score >= 8) return '#4CAF50';
if (score >= 5) return '#FFC107';
return '#F44336';

private getSeverityColor(severity: string): string {

const colors: Record<string, string> = {
  critical: '#F44336',
  high: '#FF5722',
  medium: '#FF9800',
  low: '#2196F3',
  info: '#607D8B'
};

return colors[severity.toLowerCase()] || '#000000';

}

课程列表界面

// CourseListView.ets
@Component
struct CourseListView {
@State courses: Course[] = [];
@State searchQuery: string = ‘’;

aboutToAppear() {
this.loadCourses();
build() {

Column() {
  Text('编程课程')
    .fontSize(24)
    .fontWeight(FontWeight.Bold)
    .margin({ top: 16 })
  
  // 搜索框
  TextInput({ placeholder: '搜索课程...' })
    .onChange((value: string) => this.searchQuery = value)
    .margin({ top: 16 })
  
  if (this.courses.length === 0) {
    Text('加载中...')
      .fontSize(16)
      .margin({ top: 32 })

else {

    List({ space: 10 }) {
      ForEach(this.filteredCourses, (course) => {
        ListItem() {
          CourseItem({ course })

})

.layoutWeight(1)

}

.padding(16)

private async loadCourses(): Promise<void> {

this.courses = await courseService.getAllCourses();

private get filteredCourses(): Course[] {

if (!this.searchQuery) return this.courses;

const query = this.searchQuery.toLowerCase();
return this.courses.filter(course => 
  course.title.toLowerCase().includes(query) |

course.description.toLowerCase().includes(query)
|
course.tags.some(tag => tag.toLowerCase().includes(query))
);
}

@Component
struct CourseItem {
private course: Course;
@State progress: number = 0;

aboutToAppear() {
this.loadProgress();
build() {

Row() {
  Image(this.course.image || 'resources/default_course.png')
    .width(80)
    .height(80)
    .borderRadius(8)
    .margin({ right: 12 })
  
  Column() {
    Text(this.course.title)
      .fontSize(18)
      .fontWeight(FontWeight.Bold)
    
    Text(this.course.description)
      .fontSize(14)
      .maxLines(2)
      .margin({ top: 4 })
    
    Row() {
      ForEach(this.course.tags.slice(0, 3), (tag) => {
        Text(tag)
          .fontSize(12)
          .padding(4)
          .backgroundColor('#E3F2FD')
          .borderRadius(4)
          .margin({ right: 4 })
      })

.margin({ top: 8 })

    if (this.progress > 0) {
      Progress({
        value: this.progress,
        total: 100,
        type: ProgressType.PROGRESS_TYPE_LINEAR
      })
      .width('100%')
      .margin({ top: 8 })
      
      Text(${Math.round(this.progress)}% 已完成)
        .fontSize(12)
        .fontColor('#666666')
        .margin({ top: 4 })

}

  .layoutWeight(1)

.padding(12)

.onClick(() => {
  router.push({ url: pages/course?courseId=${this.course.id} });
})

private async loadProgress(): Promise<void> {

const progress = await progressService.getProgress(this.course.id);
if (progress) {
  const totalLessons = await courseService.getLessonCount(this.course.id);
  this.progress = (progress.completedLessons.length / totalLessons) * 100;

}

课程详情界面

// CourseDetailView.ets
@Component
struct CourseDetailView {
@State course: Course | null = null;
@State lessons: Lesson[] = [];
@State progress: LearningProgress | null = null;

aboutToAppear() {
this.loadCourse();
EventBus.on(‘progressUpdated’, () => this.loadProgress());
build() {

Column() {
  if (!this.course) {
    LoadingProgress()
      .width(50)
      .height(50)
      .margin({ top: 32 })

else {

    // 课程封面和标题
    Image(this.course.image || 'resources/default_course.png')
      .width('100%')
      .height(200)
      .objectFit(ImageFit.Cover)
    
    Text(this.course.title)
      .fontSize(24)
      .fontWeight(FontWeight.Bold)
      .margin({ top: 16 })
    
    Text(this.course.description)
      .fontSize(16)
      .margin({ top: 8 })
    
    // 课程标签
    Row() {
      ForEach(this.course.tags, (tag) => {
        Text(tag)
          .fontSize(12)
          .padding(6)
          .backgroundColor('#E3F2FD')
          .borderRadius(12)
          .margin({ right: 8 })
      })

.margin({ top: 16 })

    // 课程进度
    if (this.progress) {
      Row() {
        Text('学习进度:')
          .fontSize(16)
        
        Text({this.progress.completedLessons.length}/{this.lessons.length}课)
          .fontSize(16)
          .fontWeight(FontWeight.Bold)
          .margin({ left: 8 })

.margin({ top: 16 })

      Progress({
        value: (this.progress.completedLessons.length / this.lessons.length) * 100,
        total: 100,
        type: ProgressType.PROGRESS_TYPE_LINEAR
      })
      .width('100%')
      .margin({ top: 8 })

// 课程章节

    Text('课程内容')
      .fontSize(20)
      .fontWeight(FontWeight.Bold)
      .margin({ top: 24 })
    
    if (this.lessons.length === 0) {
      Text('暂无课程内容')
        .fontSize(16)
        .margin({ top: 32 })

else {

      List({ space: 10 }) {
        ForEach(this.lessons, (lesson) => {
          ListItem() {
            LessonItem({ 
              lesson,
              isCompleted: this.progress?.completedLessons.includes(lesson.id) || false
            })

})

.layoutWeight(1)

}

.padding(16)

private async loadCourse(): Promise<void> {

const courseId = router.getParams()?.courseId;
if (courseId) {
  this.course = await courseService.getCourse(courseId);
  this.lessons = await courseService.getLessons(courseId);
  this.loadProgress();

}

private async loadProgress(): Promise<void> {
if (!this.course) return;
this.progress = await progressService.getProgress(this.course.id);
}

@Component
struct LessonItem {
private lesson: Lesson;
private isCompleted: boolean;

build() {
Row() {
Column() {
Text(this.lesson.title)
.fontSize(16)
.fontWeight(FontWeight.Bold)
.fontColor(this.isCompleted ? ‘#4CAF50’ : ‘#000000’)

    Text(this.lesson.description)
      .fontSize(14)
      .maxLines(2)
      .margin({ top: 4 })

.layoutWeight(1)

  if (this.isCompleted) {
    Image('resources/checkmark.png')
      .width(24)
      .height(24)

}

.padding(12)
.onClick(() => {
  router.push({ url: pages/lesson?lessonId=${this.lesson.id} });
})

}

四、高级功能实现
多设备学习同步

// LearningSyncService.ets
import deviceManager from ‘@ohos.distributedHardware.deviceManager’;

class LearningSyncService {
private static instance: LearningSyncService;

private constructor() {}

public static getInstance(): LearningSyncService {
if (!LearningSyncService.instance) {
LearningSyncService.instance = new LearningSyncService();
return LearningSyncService.instance;

public async syncAllProgressToDevice(deviceId: string): Promise<void> {

const progressData = await progressService.getAllProgress();
const ability = await featureAbility.startAbility({
  bundleName: 'com.example.codeLearning',
  abilityName: 'ProgressSyncAbility',
  deviceId
});

await ability.call({
  method: 'receiveAllProgress',
  parameters: [progressData]
});

public async syncCourseProgressToDevice(deviceId: string, courseId: string): Promise<void> {

const progress = await progressService.getProgress(courseId);
if (!progress) return;

const ability = await featureAbility.startAbility({
  bundleName: 'com.example.codeLearning',
  abilityName: 'CourseProgressAbility',
  deviceId
});

await ability.call({
  method: 'receiveCourseProgress',
  parameters: [progress]
});

public async syncCodeToDevice(deviceId: string, code: CodeSnippet): Promise<void> {

const ability = await featureAbility.startAbility({
  bundleName: 'com.example.codeLearning',
  abilityName: 'CodeSyncAbility',
  deviceId
});

await ability.call({
  method: 'receiveCodeSnippet',
  parameters: [code]
});

public async requestProgressFromDevice(deviceId: string): Promise<LearningProgress[]> {

const ability = await featureAbility.startAbility({
  bundleName: 'com.example.codeLearning',
  abilityName: 'ProgressRequestAbility',
  deviceId
});

const result = await ability.call({
  method: 'getAllProgress',
  parameters: []
});

return JSON.parse(result);

}

export const learningSyncService = LearningSyncService.getInstance();

智能代码推荐

// CodeRecommendationService.ets
class CodeRecommendationService {
private static instance: CodeRecommendationService;

private constructor() {}

public static getInstance(): CodeRecommendationService {
if (!CodeRecommendationService.instance) {
CodeRecommendationService.instance = new CodeRecommendationService();
return CodeRecommendationService.instance;

public async recommendCode(lesson: Lesson, userCode: string): Promise<CodeRecommendation[]> {

const analysis = await codeAnalysisService.analyzeCode(userCode, lesson.language);
const recommendations: CodeRecommendation[] = [];

// 根据常见问题推荐
analysis.issues.forEach(issue => {
  recommendations.push({
    type: 'fix',
    description: issue.message,
    code: issue.suggestion || '',
    priority: this.getIssuePriority(issue.severity)
  });
});

// 根据最佳实践推荐
lesson.bestPractices.forEach(practice => {
  if (!userCode.includes(practice.pattern)) {
    recommendations.push({
      type: 'improvement',
      description: practice.description,
      code: practice.example,
      priority: 'medium'
    });

});

// 根据课程目标推荐
if (lesson.successCondition.type === 'pattern' && 
    !userCode.includes(lesson.successCondition.value)) {
  recommendations.push({
    type: 'hint',
    description: '尝试使用课程要求的模式',
    code: lesson.successHint || '',
    priority: 'high'
  });

return recommendations.sort(this.sortRecommendations);

private getIssuePriority(severity: string): string {

const priorityMap: Record<string, string> = {
  critical: 'high',
  high: 'high',
  medium: 'medium',
  low: 'low',
  info: 'low'
};

return priorityMap[severity] || 'medium';

private sortRecommendations(a: CodeRecommendation, b: CodeRecommendation): number {

const priorityOrder: Record<string, number> = {
  high: 3,
  medium: 2,
  low: 1
};

return (priorityOrder[b.priority] |0) - (priorityOrder[a.priority]

| 0);
public async generateChallenge(language: string, level: number): Promise<CodeChallenge> {

const challenges: Record<string, CodeChallenge[]> = {
  'javascript': [

id: ‘js-challenge-1’,

      title: '数组去重',
      description: '编写一个函数,去除数组中的重复元素',
      difficulty: 'easy',
      starterCode: 'function unique(arr) {\n  // 你的代码\n}',
      testCases: [

input: ‘[1,2,2,3]’, output: ‘[1,2,3]’ },

input: ‘[“a”,“b”,“a”]’, output: ‘[“a”,“b”]’ }

},

id: ‘js-challenge-2’,

      title: '深拷贝对象',
      description: '实现一个对象的深拷贝函数',
      difficulty: 'medium',
      starterCode: 'function deepClone(obj) {\n  // 你的代码\n}',
      testCases: [

input: ‘{a:1,b:{c:2}}’, output: ‘{“a”:1,“b”:{“c”:2}}’ }

}

  ],
  'python': [

id: ‘py-challenge-1’,

      title: '斐波那契数列',
      description: '生成斐波那契数列的前n项',
      difficulty: 'easy',
      starterCode: 'def fibonacci(n):\n  # 你的代码',
      testCases: [

input: ‘5’, output: ‘[0,1,1,2,3]’ },

input: ‘8’, output: ‘[0,1,1,2,3,5,8,13]’ }

}

};

const langChallenges = challenges[language] || [];
return langChallenges[level % langChallenges.length];

}

export const recommendationService = CodeRecommendationService.getInstance();

成就系统服务

// AchievementService.ets
import preferences from ‘@ohos.data.preferences’;

class AchievementService {
private static instance: AchievementService;

private constructor() {}

public static getInstance(): AchievementService {
if (!AchievementService.instance) {
AchievementService.instance = new AchievementService();
return AchievementService.instance;

public async checkAchievements(progress: LearningProgress): Promise<Achievement[]> {

const allAchievements = await this.getAllAchievements();
const unlocked = await this.getUnlockedAchievements();
const newAchievements: Achievement[] = [];

// 检查课程完成成就
const course = await courseService.getCourse(progress.courseId);
if (progress.completedLessons.length === course.totalLessons) {
  const achievementId = complete_course_${course.id};
  
  if (!unlocked.some(a => a.id === achievementId)) {
    const achievement = {
      id: achievementId,
      name: 完成课程: ${course.title},
      description: 完成所有${course.title}课程的学习,
      icon: 'course_complete.png',
      points: 100,
      unlockedAt: Date.now()
    };
    
    newAchievements.push(achievement);

}

// 检查连续学习成就
const streak = await this.checkLearningStreak();
if (streak >= 7 && !unlocked.some(a => a.id === '7_day_streak')) {
  newAchievements.push({
    id: '7_day_streak',
    name: '7天学习达人',
    description: '连续7天学习编程',
    icon: 'streak_7.png',
    points: 50,
    unlockedAt: Date.now()
  });

// 保存新成就

if (newAchievements.length > 0) {
  await this.unlockAchievements(newAchievements);

return newAchievements;

public async getUnlockedAchievements(): Promise<Achievement[]> {

const prefs = await preferences.getPreferences('achievements');
const value = await prefs.get('unlocked', '[]');
return JSON.parse(value);

public async getAllAchievements(): Promise<Achievement[]> {

// 简化实现,实际应从服务器获取
return [

id: ‘first_lesson’,

    name: '第一课',
    description: '完成第一个编程课程',
    icon: 'first_lesson.png',
    points: 10
  },

id: ‘fast_learner’,

    name: '快速学习者',
    description: '在一天内完成3个课程',
    icon: 'fast_learner.png',
    points: 30
  },

id: ‘code_master’,

    name: '代码大师',
    description: '完成所有基础课程',
    icon: 'code_master.png',
    points: 100

];

private async unlockAchievements(achievements: Achievement[]): Promise<void> {

const unlocked = await this.getUnlockedAchievements();
const newUnlocked = [...unlocked, ...achievements];

const prefs = await preferences.getPreferences('achievements');
await prefs.put('unlocked', JSON.stringify(newUnlocked));
await prefs.flush();

// 通知成就解锁
achievements.forEach(achievement => {
  EventBus.emit('achievementUnlocked', achievement);
});

private async checkLearningStreak(): Promise<number> {

const prefs = await preferences.getPreferences('learning_stats');
const lastDate = await prefs.get('last_learning_date', '');
const currentStreak = await prefs.get('current_streak', 0);

const today = new Date().toISOString().split('T')[0];
if (lastDate === today) return currentStreak;

const yesterday = new Date();
yesterday.setDate(yesterday.getDate() - 1);
const yesterdayStr = yesterday.toISOString().split('T')[0];

if (lastDate === yesterdayStr) {
  const newStreak = currentStreak + 1;
  await prefs.put('current_streak', newStreak);
  await prefs.put('last_learning_date', today);
  await prefs.flush();
  return newStreak;

else {

  await prefs.put('current_streak', 1);
  await prefs.put('last_learning_date', today);
  await prefs.flush();
  return 1;

}

export const achievementService = AchievementService.getInstance();

五、总结

本编程学习助手应用实现了以下核心价值:
交互学习:提供实时反馈的编程练习环境

智能指导:AI分析代码并提供改进建议

多设备同步:跨设备无缝切换学习进度

结构化课程:系统化的编程学习路径

成就激励:通过成就系统保持学习动力

扩展方向:
增加更多编程语言支持

开发社交学习功能

集成在线编程竞赛

增加AR/VR编程学习体验

注意事项:
需要网络连接以使用AI分析功能

代码执行有安全限制

多设备协同需保持网络连接

首次使用建议完成引导教程

部分高级功能可能需要订阅服务

©著作权归作者所有,如需转载,请注明出处,否则将追究法律责任
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