import typing as t from pydantic import BaseModel, Field, root_validator, validator from backend.constants import QUESTION_TYPES, REQUIRED_QUESTION_TYPE_DATA _TESTS_TYPE = t.Union[t.Dict[str, str], int] class Unittests(BaseModel): """Schema model for unittest suites in code questions.""" allow_failure: bool = False tests: _TESTS_TYPE @validator("tests") def validate_tests(cls, value: _TESTS_TYPE) -> _TESTS_TYPE: """Confirm that at least one test exists in a test suite.""" if isinstance(value, dict) and len(value.keys()) == 0: raise ValueError("Must have at least one test in a test suite.") return value class CodeQuestion(BaseModel): """Schema model for questions of type `code`.""" language: str unittests: t.Optional[Unittests] class Question(BaseModel): """Schema model for form question.""" id: str = Field(alias="_id") name: str type: str data: dict[str, t.Any] required: bool class Config: allow_population_by_field_name = True @validator("type", pre=True) def validate_question_type(cls, value: str) -> t.Optional[str]: """Checks if question type in currently allowed types list.""" value = value.lower() if value not in QUESTION_TYPES: raise ValueError( f"{value} is not valid question type. " f"Allowed question types: {QUESTION_TYPES}." ) return value @root_validator def validate_question_data( cls, value: dict[str, t.Any] ) -> t.Optional[dict[str, t.Any]]: """Check does required data exists for question type and remove other data.""" # When question type don't need data, don't add anything to keep DB clean. if value.get("type") not in REQUIRED_QUESTION_TYPE_DATA: return value for key, data_type in REQUIRED_QUESTION_TYPE_DATA[value["type"]].items(): if key not in value.get("data", {}): raise ValueError(f"Required question data key '{key}' not provided.") if not isinstance(value["data"][key], data_type): raise ValueError( f"Question data key '{key}' expects {data_type.__name__}, " f"got {type(value['data'][key]).__name__} instead." ) # Validate unittest options if value.get("type").lower() == "code": value["data"] = CodeQuestion(**value.get("data")).dict() return value