from pydantic import BaseModel
from typing import Optional, Dict, List, Any
from datetime import datetime

# Request Models

class AnalyzeTextRequest(BaseModel):
    """Request model for analyzing raw text"""
    text: str
    user_id: Optional[str] = None
    filename: Optional[str] = "untitled.txt"

class GetResultRequest(BaseModel):
    """Request model for getting a specific result"""
    result_id: int

class DeleteResultRequest(BaseModel):
    """Request model for deleting a result"""
    result_id: int

class UpdateResultRequest(BaseModel):
    """Request model for updating a result"""
    result_id: int
    notes: Optional[str] = None
    is_flagged: Optional[bool] = None

# Response Models

class DetectorResultResponse(BaseModel):
    """Response model for single detector result"""
    detector_name: str
    score: float
    confidence: Optional[str] = None
    explanation: Optional[str] = None
    suspicious_spans: List[Dict[str, Any]] = []
    metadata: Dict[str, Any] = {}

class AnalysisResponse(BaseModel):
    """Response model for analysis result"""
    status: str  # success, error
    message: str
    result_id: Optional[int] = None
    file_id: Optional[str] = None
    overall_ai_score: Optional[float] = None
    overall_ai_score_percentage: Optional[str] = None
    overall_confidence: Optional[str] = None
    status_label: Optional[str] = None
    detector_results: Optional[Dict[str, DetectorResultResponse]] = None
    enabled_detectors: Optional[List[str]] = None
    text_stats: Optional[Dict[str, Any]] = None
    error_details: Optional[str] = None

class ResultListResponse(BaseModel):
    """Response model for list of results"""
    status: str
    message: str
    total_count: int
    results: List[Dict[str, Any]] = []
    page: int = 1
    page_size: int = 10

class SummaryResponse(BaseModel):
    """Response model for summary statistics"""
    status: str
    message: str
    summary: Dict[str, Any] = {}

class StatusResponse(BaseModel):
    """Response model for system status"""
    status: str
    message: str
    detector_status: Dict[str, Any] = {}
    config_summary: Optional[str] = None