import { UserProfile, Exam, Question, Attempt, StudentGroup } from '../types';

export class DataService {
  private static authFetch(url: string, init: RequestInit = {}): Promise<Response> {
    const token = localStorage.getItem('local_user_token');
    const headers = {
      ...(init.headers || {}),
    } as Record<string, string>;
    
    if (token) {
      headers['Authorization'] = `Bearer ${token}`;
    }
    
    return fetch(url, {
      ...init,
      headers
    });
  }

  // --- User Operations ---
  static async getProfile(): Promise<UserProfile | null> {
    try {
      const response = await this.authFetch('/api/auth/me');
      if (!response.ok) return null;
      return response.json();
    } catch {
      return null;
    }
  }

  static async getAllStudents(): Promise<UserProfile[]> {
    try {
      const response = await this.authFetch('/api/students');
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }

  // --- Question Bank Operations ---
  static async createQuestion(question: Partial<Question>): Promise<Question> {
    const response = await this.authFetch('/api/questions/create', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify(question)
    });
    if (!response.ok) {
      throw new Error("Failed to create question");
    }
    return response.json();
  }

  // Orchestrator: Launches are asynchronous background document parsing job
  static async startAiCompilationJob(text: string): Promise<{ jobId: string }> {
    const response = await this.authFetch('/api/ai/jobs/start', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ text })
    });
    if (!response.ok) {
      const err = await response.json().catch(() => ({}));
      throw new Error(err.error || "Failed to start AI compilation workspace");
    }
    return response.json();
  }

  // Orchestrator: Polls the current state of an outstanding compilation job
  static async getAiJobStatus(jobId: string): Promise<any> {
    const response = await this.authFetch(`/api/ai/jobs/status/${jobId}`, {
      method: 'GET'
    });
    if (!response.ok) throw new Error("Failed to consult background job telemetry");
    return response.json();
  }

  // Legacy Parser Wrapper: Calls background parsing job and polls to completion, preserving existing workflows safely
  static async parseDocument(text: string, model?: string): Promise<{ questions: Question[], auditReport?: any, modelUsed?: string }> {
    const { jobId } = await this.startAiCompilationJob(text);
    while (true) {
      await new Promise(resolve => setTimeout(resolve, 1000));
      const job = await this.getAiJobStatus(jobId);
      if (job.status === 'completed') {
        return {
          questions: job.result.questions,
          auditReport: job.result.auditReport,
          modelUsed: 'meta/llama-3.1-8b-instruct + meta/llama-3.1-70b-instruct'
        };
      }
      if (job.status === 'failed') {
        throw new Error(job.error || "Background parsing pipeline returned a fatal error");
      }
    }
  }

  // Deep Validation Audit: Verifies exam questions, duplicates, option errors on the fly
  static async validateQuestions(questions: Question[]): Promise<{ examQualityScore: number; warnings: any[]; duplicates: any[] }> {
    const response = await this.authFetch('/api/ai/validate', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ questions })
    });
    if (!response.ok) {
      const err = await response.json().catch(() => ({}));
      throw new Error(err.error || "Academic validation report generation failed");
    }
    return response.json();
  }

  // Academic Analyzer: Translates scoring metrics, pass-rates, and category metrics to professional reviews
  static async explainAnalytics(metrics: any): Promise<{ summary: string; strengths: string[]; weaknesses: string[]; recommendations: string[] }> {
    const response = await this.authFetch('/api/ai/analytics-explain', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ metrics })
    });
    if (!response.ok) {
      const err = await response.json().catch(() => ({}));
      throw new Error(err.error || "Analytics explain compiler failed");
    }
    return response.json();
  }

  // Contextual Assistant: Real-time queries regarding analytics, warnings, or syllabus alignments
  static async askAiAssistant(prompt: string, context?: any): Promise<{ response: string; modelUsed: string }> {
    const response = await this.authFetch('/api/ai/assistant', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ prompt, context })
    });
    if (!response.ok) {
      const err = await response.json().catch(() => ({}));
      throw new Error(err.error || "Academic Assistant is currently unresponsive");
    }
    return response.json();
  }

  static async getTeacherQuestions(): Promise<Question[]> {
    try {
      const response = await this.authFetch('/api/questions/list');
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }

  static async deleteQuestion(id: string): Promise<void> {
    const response = await this.authFetch(`/api/questions/delete/${id}`, {
      method: 'DELETE'
    });
    if (!response.ok) {
      throw new Error("Failed to delete question");
    }
  }

  // --- Group Operations ---
  static async createGroup(group: Partial<StudentGroup>): Promise<StudentGroup> {
    const response = await this.authFetch('/api/groups/create', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify(group)
    });
    if (!response.ok) {
      throw new Error("Failed to create group");
    }
    return response.json();
  }

  static async deleteGroup(id: string): Promise<void> {
    const response = await this.authFetch(`/api/groups/delete/${id}`, {
      method: 'DELETE'
    });
    if (!response.ok) {
      throw new Error("Failed to delete group");
    }
  }

  static async getTeacherGroups(): Promise<StudentGroup[]> {
    try {
      const response = await this.authFetch('/api/groups/list');
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }

  static async getTeacherStats() {
    try {
      const response = await this.authFetch('/api/teacher/stats');
      if (!response.ok) throw new Error("Failed to consult teacher dashboard stats");
      return response.json();
    } catch (e) {
      console.error(e);
      return { totalExams: 0, totalQuestions: 0, totalSubmissions: 0, avgScore: 0 };
    }
  }

  static async getStudentGroups(): Promise<StudentGroup[]> {
    try {
      const response = await this.authFetch('/api/student/groups');
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }

  static async getAttempt(id: string): Promise<Attempt | null> {
    try {
      const response = await this.authFetch(`/api/attempts/get/${id}`);
      if (!response.ok) return null;
      return response.json();
    } catch {
      return null;
    }
  }

  static async getQuestionsByIds(ids: string[]): Promise<Question[]> {
    if (ids.length === 0) return [];
    try {
      const response = await this.authFetch('/api/questions/batch', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({ ids })
      });
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }

  // --- Exam Operations ---
  static async createExam(exam: Partial<Exam>): Promise<string> {
    const response = await this.authFetch('/api/exams/create', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify(exam)
    });
    if (!response.ok) {
      const err = await response.json().catch(() => ({}));
      throw new Error(err.error || "Failed to create exam");
    }
    const data = await response.json();
    return data.id;
  }

  static async getExam(id: string): Promise<Exam | null> {
    try {
      const response = await this.authFetch(`/api/exams/get/${id}`);
      if (!response.ok) return null;
      return response.json();
    } catch {
      return null;
    }
  }

  static async getTeacherExams(): Promise<Exam[]> {
    try {
      const response = await this.authFetch('/api/exams/list');
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }

  static async updateExam(id: string, data: Partial<Exam>): Promise<void> {
    const response = await this.authFetch(`/api/exams/update/${id}`, {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify(data)
    });
    if (!response.ok) {
      throw new Error("Failed to update exam");
    }
  }

  static async getExamAttempts(examId: string): Promise<Attempt[]> {
    try {
      const response = await this.authFetch(`/api/exams/attempts/${examId}`);
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }

  // --- Draft Synchronization Cache Operations ---
  static async syncDraft(draftData: any): Promise<any> {
    try {
      const response = await this.authFetch('/api/drafts/sync', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify(draftData)
      });
      if (!response.ok) return null;
      return response.json();
    } catch {
      return null;
    }
  }

  static async getDraft(): Promise<any | null> {
    try {
      const response = await this.authFetch('/api/drafts/get');
      if (!response.ok) return null;
      return response.json();
    } catch {
      return null;
    }
  }

  static async clearDraft(): Promise<void> {
    try {
      await this.authFetch('/api/drafts/clear', { method: 'POST' });
    } catch (e) {
      console.warn("Clear draft failed:", e);
    }
  }

  // --- Attempt Operations ---
  static async startAttempt(examId: string, student: UserProfile): Promise<string> {
    const response = await this.authFetch('/api/attempts/start', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ examId, student })
    });
    if (!response.ok) {
      throw new Error("Failed to start exam attempt");
    }
    const data = await response.json();
    return data.attemptId;
  }

  static async updateAttemptProgress(id: string, answers: any, timeSpent: number): Promise<void> {
    try {
      await this.authFetch(`/api/attempts/progress/${id}`, {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({ answers, timeSpent })
      });
    } catch (e) {
      console.warn("Progress sync failed", e);
    }
  }

  static async submitAttempt(
    attemptId: string, 
    examId: string, 
    answers: any, 
    timeSpent: number,
    offlineDuration: number = 0,
    submissionTimestamp?: string
  ): Promise<any> {
    const response = await this.authFetch('/api/exams/submit', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ 
        attemptId, 
        examId, 
        answers, 
        timeSpent,
        offlineDuration,
        submissionTimestamp
      })
    });
    if (!response.ok) {
      const err = await response.json().catch(() => ({}));
      throw new Error(err.error || "Failed to submit exam attempt");
    }
    return response.json();
  }

  static async getStudentAttempts(): Promise<Attempt[]> {
    try {
      const response = await this.authFetch('/api/student/attempts');
      if (!response.ok) return [];
      return response.json();
    } catch {
      return [];
    }
  }
}