from datetime import date from typing import Literal from pydantic import BaseModel, ConfigDict, Field class Classification(BaseModel): """LLM-extracted variables for a single legal case. Strict typing: numbers are numbers, dates are dates. The LLM must return native JSON types — no string-wrapped numerics. """ model_config = ConfigDict(strict=True, populate_by_name=True) legal_subject_judgement: str | None = Field( default=None, description="Legal subject of the case (English, formatted)." ) trial_start_date: date | None = Field( default=None, description="Trial start date (YYYY-MM-DD)." ) trial_end_date: date | None = Field( default=None, description="Trial end (decision) date (YYYY-MM-DD)." ) dispute_value_nominal: float | Literal["nonpecuniary"] | None = Field( default=None, description="Amount in dispute as a number, or the literal string 'nonpecuniary'.", ) currency_dispute_value_nominal: str | None = Field( default=None, alias="Currency_dispute_value_nominal", description="ISO-4217 currency code for the dispute value (e.g. CHF).", ) plaintiff_loosing_share: float | None = Field( default=None, description="Plaintiff's losing share between 0.0 and 1.0." ) court_cost_awarded_nominal: float | None = Field( default=None, description="Total court fees as a number." ) currency_court_cost_awarded_nominal: str | None = Field( default=None, alias="Currency_court_cost_awarded_nominal", description="ISO-4217 currency code for the court fees.", ) party_compensation_awarded_nominal: float | None = Field( default=None, description="Total party compensation as a number." ) currency_party_compensation_awarded_nominal: str | None = Field( default=None, alias="Currency_party_compensation_awarded_nominal", description="ISO-4217 currency code for party compensation.", ) plaintiffs_all_count: int | None = Field( default=None, description="Number of plaintiffs." ) defendants_all_count: int | None = Field( default=None, description="Number of defendants." ) plaintiff_no1_ISIC1_industry_category: str | None = Field( default=None, description="ISIC sector for the first plaintiff." ) defendant_no1_ISIC1_industry_category: str | None = Field( default=None, description="ISIC sector for the first defendant." )