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import json |
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from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Sequence, Tuple, Type, Union |
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from pydantic.v1.json import pydantic_encoder |
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from pydantic.v1.utils import Representation |
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if TYPE_CHECKING: |
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from typing_extensions import TypedDict |
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from pydantic.v1.config import BaseConfig |
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from pydantic.v1.types import ModelOrDc |
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from pydantic.v1.typing import ReprArgs |
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Loc = Tuple[Union[int, str], ...] |
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class _ErrorDictRequired(TypedDict): |
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loc: Loc |
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msg: str |
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type: str |
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class ErrorDict(_ErrorDictRequired, total=False): |
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ctx: Dict[str, Any] |
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__all__ = 'ErrorWrapper', 'ValidationError' |
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class ErrorWrapper(Representation): |
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__slots__ = 'exc', '_loc' |
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def __init__(self, exc: Exception, loc: Union[str, 'Loc']) -> None: |
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self.exc = exc |
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self._loc = loc |
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def loc_tuple(self) -> 'Loc': |
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if isinstance(self._loc, tuple): |
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return self._loc |
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else: |
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return (self._loc,) |
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def __repr_args__(self) -> 'ReprArgs': |
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return [('exc', self.exc), ('loc', self.loc_tuple())] |
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ErrorList = Union[Sequence[Any], ErrorWrapper] |
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class ValidationError(Representation, ValueError): |
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__slots__ = 'raw_errors', 'model', '_error_cache' |
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def __init__(self, errors: Sequence[ErrorList], model: 'ModelOrDc') -> None: |
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self.raw_errors = errors |
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self.model = model |
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self._error_cache: Optional[List['ErrorDict']] = None |
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def errors(self) -> List['ErrorDict']: |
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if self._error_cache is None: |
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try: |
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config = self.model.__config__ |
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except AttributeError: |
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config = self.model.__pydantic_model__.__config__ |
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self._error_cache = list(flatten_errors(self.raw_errors, config)) |
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return self._error_cache |
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def json(self, *, indent: Union[None, int, str] = 2) -> str: |
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return json.dumps(self.errors(), indent=indent, default=pydantic_encoder) |
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def __str__(self) -> str: |
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errors = self.errors() |
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no_errors = len(errors) |
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return ( |
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f'{no_errors} validation error{"" if no_errors == 1 else "s"} for {self.model.__name__}\n' |
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f'{display_errors(errors)}' |
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) |
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def __repr_args__(self) -> 'ReprArgs': |
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return [('model', self.model.__name__), ('errors', self.errors())] |
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def display_errors(errors: List['ErrorDict']) -> str: |
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return '\n'.join(f'{_display_error_loc(e)}\n {e["msg"]} ({_display_error_type_and_ctx(e)})' for e in errors) |
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def _display_error_loc(error: 'ErrorDict') -> str: |
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return ' -> '.join(str(e) for e in error['loc']) |
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def _display_error_type_and_ctx(error: 'ErrorDict') -> str: |
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t = 'type=' + error['type'] |
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ctx = error.get('ctx') |
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if ctx: |
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return t + ''.join(f'; {k}={v}' for k, v in ctx.items()) |
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else: |
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return t |
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def flatten_errors( |
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errors: Sequence[Any], config: Type['BaseConfig'], loc: Optional['Loc'] = None |
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) -> Generator['ErrorDict', None, None]: |
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for error in errors: |
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if isinstance(error, ErrorWrapper): |
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if loc: |
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error_loc = loc + error.loc_tuple() |
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else: |
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error_loc = error.loc_tuple() |
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if isinstance(error.exc, ValidationError): |
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yield from flatten_errors(error.exc.raw_errors, config, error_loc) |
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else: |
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yield error_dict(error.exc, config, error_loc) |
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elif isinstance(error, list): |
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yield from flatten_errors(error, config, loc=loc) |
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else: |
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raise RuntimeError(f'Unknown error object: {error}') |
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def error_dict(exc: Exception, config: Type['BaseConfig'], loc: 'Loc') -> 'ErrorDict': |
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type_ = get_exc_type(exc.__class__) |
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msg_template = config.error_msg_templates.get(type_) or getattr(exc, 'msg_template', None) |
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ctx = exc.__dict__ |
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if msg_template: |
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msg = msg_template.format(**ctx) |
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else: |
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msg = str(exc) |
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d: 'ErrorDict' = {'loc': loc, 'msg': msg, 'type': type_} |
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if ctx: |
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d['ctx'] = ctx |
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return d |
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_EXC_TYPE_CACHE: Dict[Type[Exception], str] = {} |
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def get_exc_type(cls: Type[Exception]) -> str: |
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try: |
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return _EXC_TYPE_CACHE[cls] |
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except KeyError: |
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r = _get_exc_type(cls) |
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_EXC_TYPE_CACHE[cls] = r |
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return r |
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def _get_exc_type(cls: Type[Exception]) -> str: |
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if issubclass(cls, AssertionError): |
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return 'assertion_error' |
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base_name = 'type_error' if issubclass(cls, TypeError) else 'value_error' |
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if cls in (TypeError, ValueError): |
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return base_name |
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code = getattr(cls, 'code', None) or cls.__name__.replace('Error', '').lower() |
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return base_name + '.' + code |
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