app/models/generated_paper.py

from pydantic import BaseModel, Field
from typing import List, Optional

class QuestionSchema(BaseModel):
    id: str
    text: str
    type: str = Field(..., description="mcq, short_answer, long_answer, true_false")
    difficulty: str = Field(..., description="easy, medium, hard")
    marks: int = Field(..., ge=1)
    options: Optional[List[str]] = None
    answerKey: str

class SectionSchema(BaseModel):
    id: str
    title: str
    instruction: str
    questionType: str = Field(..., description="mcq, short_answer, long_answer, true_false")
    questions: List[QuestionSchema] = Field(..., min_length=1)
    totalMarks: int = Field(..., ge=1)

class GeneratedPaperDocument(BaseModel):
    id: str = Field(..., description="Custom id for the paper")
    assignmentId: str
    schoolName: str
    subject: str
    grade: str
    duration: int = Field(..., ge=1)
    totalMarks: int = Field(..., ge=1)
    sections: List[SectionSchema] = Field(..., min_length=1)
    createdAt: str
    
    class Config:
        populate_by_name = True