"""
OCR Labeling - Pydantic Models and Constants

Extracted from ocr_labeling_api.py to keep files under 500 LOC.
"""

import os
from pydantic import BaseModel
from typing import Optional, Dict
from datetime import datetime


# Local storage path (fallback if MinIO not available)
LOCAL_STORAGE_PATH = os.getenv("OCR_STORAGE_PATH", "/app/ocr-labeling")


# =============================================================================
# Pydantic Models
# =============================================================================

class SessionCreate(BaseModel):
    name: str
    source_type: str = "klausur"  # klausur, handwriting_sample, scan
    description: Optional[str] = None
    ocr_model: Optional[str] = "llama3.2-vision:11b"


class SessionResponse(BaseModel):
    id: str
    name: str
    source_type: str
    description: Optional[str]
    ocr_model: Optional[str]
    total_items: int
    labeled_items: int
    confirmed_items: int
    corrected_items: int
    skipped_items: int
    created_at: datetime


class ItemResponse(BaseModel):
    id: str
    session_id: str
    session_name: str
    image_path: str
    image_url: Optional[str]
    ocr_text: Optional[str]
    ocr_confidence: Optional[float]
    ground_truth: Optional[str]
    status: str
    metadata: Optional[Dict]
    created_at: datetime


class ConfirmRequest(BaseModel):
    item_id: str
    label_time_seconds: Optional[int] = None


class CorrectRequest(BaseModel):
    item_id: str
    ground_truth: str
    label_time_seconds: Optional[int] = None


class SkipRequest(BaseModel):
    item_id: str


class ExportRequest(BaseModel):
    export_format: str = "generic"  # generic, trocr, llama_vision
    session_id: Optional[str] = None
    batch_id: Optional[str] = None


class StatsResponse(BaseModel):
    total_sessions: Optional[int] = None
    total_items: int
    labeled_items: int
    confirmed_items: int
    corrected_items: int
    pending_items: int
    exportable_items: Optional[int] = None
    accuracy_rate: float
    avg_label_time_seconds: Optional[float] = None