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"""Request schemas for code analysis endpoints and UI."""
from __future__ import annotations
from typing import Literal
from pydantic import BaseModel, Field
DomainHint = Literal["auto", "dsa", "data_science", "ml_dl", "web"]
class AnalyzeCodeRequest(BaseModel):
"""Validated input payload for multi-domain code analysis."""
code: str = Field(..., min_length=1, description="Source code to analyze.")
context_window: str = Field(default="", max_length=2000, description="Optional repository or task context.")
traceback_text: str = Field(default="", max_length=2000, description="Optional runtime or test failure output.")
domain_hint: DomainHint = Field(default="auto", description="Optional domain override when auto detection is not desired.")