peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pydantic
/v1
/error_wrappers.py
import json | |
from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Sequence, Tuple, Type, Union | |
from .json import pydantic_encoder | |
from .utils import Representation | |
if TYPE_CHECKING: | |
from typing_extensions import TypedDict | |
from .config import BaseConfig | |
from .types import ModelOrDc | |
from .typing import ReprArgs | |
Loc = Tuple[Union[int, str], ...] | |
class _ErrorDictRequired(TypedDict): | |
loc: Loc | |
msg: str | |
type: str | |
class ErrorDict(_ErrorDictRequired, total=False): | |
ctx: Dict[str, Any] | |
__all__ = 'ErrorWrapper', 'ValidationError' | |
class ErrorWrapper(Representation): | |
__slots__ = 'exc', '_loc' | |
def __init__(self, exc: Exception, loc: Union[str, 'Loc']) -> None: | |
self.exc = exc | |
self._loc = loc | |
def loc_tuple(self) -> 'Loc': | |
if isinstance(self._loc, tuple): | |
return self._loc | |
else: | |
return (self._loc,) | |
def __repr_args__(self) -> 'ReprArgs': | |
return [('exc', self.exc), ('loc', self.loc_tuple())] | |
# ErrorList is something like Union[List[Union[List[ErrorWrapper], ErrorWrapper]], ErrorWrapper] | |
# but recursive, therefore just use: | |
ErrorList = Union[Sequence[Any], ErrorWrapper] | |
class ValidationError(Representation, ValueError): | |
__slots__ = 'raw_errors', 'model', '_error_cache' | |
def __init__(self, errors: Sequence[ErrorList], model: 'ModelOrDc') -> None: | |
self.raw_errors = errors | |
self.model = model | |
self._error_cache: Optional[List['ErrorDict']] = None | |
def errors(self) -> List['ErrorDict']: | |
if self._error_cache is None: | |
try: | |
config = self.model.__config__ # type: ignore | |
except AttributeError: | |
config = self.model.__pydantic_model__.__config__ # type: ignore | |
self._error_cache = list(flatten_errors(self.raw_errors, config)) | |
return self._error_cache | |
def json(self, *, indent: Union[None, int, str] = 2) -> str: | |
return json.dumps(self.errors(), indent=indent, default=pydantic_encoder) | |
def __str__(self) -> str: | |
errors = self.errors() | |
no_errors = len(errors) | |
return ( | |
f'{no_errors} validation error{"" if no_errors == 1 else "s"} for {self.model.__name__}\n' | |
f'{display_errors(errors)}' | |
) | |
def __repr_args__(self) -> 'ReprArgs': | |
return [('model', self.model.__name__), ('errors', self.errors())] | |
def display_errors(errors: List['ErrorDict']) -> str: | |
return '\n'.join(f'{_display_error_loc(e)}\n {e["msg"]} ({_display_error_type_and_ctx(e)})' for e in errors) | |
def _display_error_loc(error: 'ErrorDict') -> str: | |
return ' -> '.join(str(e) for e in error['loc']) | |
def _display_error_type_and_ctx(error: 'ErrorDict') -> str: | |
t = 'type=' + error['type'] | |
ctx = error.get('ctx') | |
if ctx: | |
return t + ''.join(f'; {k}={v}' for k, v in ctx.items()) | |
else: | |
return t | |
def flatten_errors( | |
errors: Sequence[Any], config: Type['BaseConfig'], loc: Optional['Loc'] = None | |
) -> Generator['ErrorDict', None, None]: | |
for error in errors: | |
if isinstance(error, ErrorWrapper): | |
if loc: | |
error_loc = loc + error.loc_tuple() | |
else: | |
error_loc = error.loc_tuple() | |
if isinstance(error.exc, ValidationError): | |
yield from flatten_errors(error.exc.raw_errors, config, error_loc) | |
else: | |
yield error_dict(error.exc, config, error_loc) | |
elif isinstance(error, list): | |
yield from flatten_errors(error, config, loc=loc) | |
else: | |
raise RuntimeError(f'Unknown error object: {error}') | |
def error_dict(exc: Exception, config: Type['BaseConfig'], loc: 'Loc') -> 'ErrorDict': | |
type_ = get_exc_type(exc.__class__) | |
msg_template = config.error_msg_templates.get(type_) or getattr(exc, 'msg_template', None) | |
ctx = exc.__dict__ | |
if msg_template: | |
msg = msg_template.format(**ctx) | |
else: | |
msg = str(exc) | |
d: 'ErrorDict' = {'loc': loc, 'msg': msg, 'type': type_} | |
if ctx: | |
d['ctx'] = ctx | |
return d | |
_EXC_TYPE_CACHE: Dict[Type[Exception], str] = {} | |
def get_exc_type(cls: Type[Exception]) -> str: | |
# slightly more efficient than using lru_cache since we don't need to worry about the cache filling up | |
try: | |
return _EXC_TYPE_CACHE[cls] | |
except KeyError: | |
r = _get_exc_type(cls) | |
_EXC_TYPE_CACHE[cls] = r | |
return r | |
def _get_exc_type(cls: Type[Exception]) -> str: | |
if issubclass(cls, AssertionError): | |
return 'assertion_error' | |
base_name = 'type_error' if issubclass(cls, TypeError) else 'value_error' | |
if cls in (TypeError, ValueError): | |
# just TypeError or ValueError, no extra code | |
return base_name | |
# if it's not a TypeError or ValueError, we just take the lowercase of the exception name | |
# no chaining or snake case logic, use "code" for more complex error types. | |
code = getattr(cls, 'code', None) or cls.__name__.replace('Error', '').lower() | |
return base_name + '.' + code | |