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import asyncio
import inspect
from copy import deepcopy
from typing import Any, Callable, Dict, List, Tuple
from starlette.concurrency import run_in_threadpool
from starlette.requests import Request
from fastapi import params
from fastapi.dependencies.models import Dependant, SecurityRequirement
from fastapi.security.base import SecurityBase
from fastapi.utils import get_path_param_names
from pydantic import BaseConfig, Schema, create_model
from pydantic.error_wrappers import ErrorWrapper
from pydantic.errors import MissingError
from pydantic.fields import Field, Required
from pydantic.schema import get_annotation_from_schema
from pydantic.utils import lenient_issubclass
param_supported_types = (str, int, float, bool)
def get_sub_dependant(*, param: inspect.Parameter, path: str):
depends: params.Depends = param.default
if depends.dependency:
dependency = depends.dependency
else:
dependency = param.annotation
assert callable(dependency)
sub_dependant = get_dependant(path=path, call=dependency, name=param.name)
if isinstance(depends, params.Security) and isinstance(dependency, SecurityBase):
security_requirement = SecurityRequirement(
security_scheme=dependency, scopes=depends.scopes
)
sub_dependant.security_requirements.append(security_requirement)
return sub_dependant
def get_flat_dependant(dependant: Dependant):
flat_dependant = Dependant(
path_params=dependant.path_params.copy(),
query_params=dependant.query_params.copy(),
header_params=dependant.header_params.copy(),
cookie_params=dependant.cookie_params.copy(),
body_params=dependant.body_params.copy(),
security_schemes=dependant.security_requirements.copy(),
)
for sub_dependant in dependant.dependencies:
if sub_dependant is dependant:
raise ValueError("recursion", dependant.dependencies)
flat_sub = get_flat_dependant(sub_dependant)
flat_dependant.path_params.extend(flat_sub.path_params)
flat_dependant.query_params.extend(flat_sub.query_params)
flat_dependant.header_params.extend(flat_sub.header_params)
flat_dependant.cookie_params.extend(flat_sub.cookie_params)
flat_dependant.body_params.extend(flat_sub.body_params)
flat_dependant.security_requirements.extend(flat_sub.security_requirements)
return flat_dependant
def get_dependant(*, path: str, call: Callable, name: str = None):
path_param_names = get_path_param_names(path)
endpoint_signature = inspect.signature(call)
signature_params = endpoint_signature.parameters
dependant = Dependant(call=call, name=name)
for param_name in signature_params:
param = signature_params[param_name]
if isinstance(param.default, params.Depends):
sub_dependant = get_sub_dependant(param=param, path=path)
dependant.dependencies.append(sub_dependant)
for param_name in signature_params:
param = signature_params[param_name]
if (
(param.default == param.empty) or isinstance(param.default, params.Path)
) and (param_name in path_param_names):
assert lenient_issubclass(
param.annotation, param_supported_types
) or param.annotation == param.empty, f"Path params must be of type str, int, float or boot: {param}"
param = signature_params[param_name]
add_param_to_fields(
param=param,
dependant=dependant,
default_schema=params.Path,
force_type=params.ParamTypes.path,
)
elif (param.default == param.empty or param.default is None) and (
param.annotation == param.empty
or lenient_issubclass(param.annotation, param_supported_types)
):
add_param_to_fields(
param=param, dependant=dependant, default_schema=params.Query
)
elif isinstance(param.default, params.Param):
if param.annotation != param.empty:
assert lenient_issubclass(
param.annotation, param_supported_types
), f"Parameters for Path, Query, Header and Cookies must be of type str, int, float or bool: {param}"
add_param_to_fields(
param=param, dependant=dependant, default_schema=params.Query
)
elif lenient_issubclass(param.annotation, Request):
dependant.request_param_name = param_name
elif not isinstance(param.default, params.Depends):
add_param_to_body_fields(param=param, dependant=dependant)
return dependant
def add_param_to_fields(
*,
param: inspect.Parameter,
dependant: Dependant,
default_schema=params.Param,
force_type: params.ParamTypes = None,
):
default_value = Required
if not param.default == param.empty:
default_value = param.default
if isinstance(default_value, params.Param):
schema = default_value
default_value = schema.default
if schema.in_ is None:
schema.in_ = default_schema.in_
if force_type:
schema.in_ = force_type
else:
schema = default_schema(default_value)
required = default_value == Required
annotation = Any
if not param.annotation == param.empty:
annotation = param.annotation
annotation = get_annotation_from_schema(annotation, schema)
field = Field(
name=param.name,
type_=annotation,
default=None if required else default_value,
alias=schema.alias or param.name,
required=required,
model_config=BaseConfig(),
class_validators=[],
schema=schema,
)
if schema.in_ == params.ParamTypes.path:
dependant.path_params.append(field)
elif schema.in_ == params.ParamTypes.query:
dependant.query_params.append(field)
elif schema.in_ == params.ParamTypes.header:
dependant.header_params.append(field)
else:
assert (
schema.in_ == params.ParamTypes.cookie
), f"non-body parameters must be in path, query, header or cookie: {param.name}"
dependant.cookie_params.append(field)
def add_param_to_body_fields(*, param: inspect.Parameter, dependant: Dependant):
default_value = Required
if not param.default == param.empty:
default_value = param.default
if isinstance(default_value, Schema):
schema = default_value
default_value = schema.default
else:
schema = Schema(default_value)
required = default_value == Required
annotation = get_annotation_from_schema(param.annotation, schema)
field = Field(
name=param.name,
type_=annotation,
default=None if required else default_value,
alias=schema.alias or param.name,
required=required,
model_config=BaseConfig,
class_validators=[],
schema=schema,
)
dependant.body_params.append(field)
def is_coroutine_callable(call: Callable = None):
if not call:
return False
if inspect.isfunction(call):
return asyncio.iscoroutinefunction(call)
if inspect.isclass(call):
return False
call = getattr(call, "__call__", None)
if not call:
return False
return asyncio.iscoroutinefunction(call)
async def solve_dependencies(
*, request: Request, dependant: Dependant, body: Dict[str, Any] = None
):
values: Dict[str, Any] = {}
errors: List[ErrorWrapper] = []
for sub_dependant in dependant.dependencies:
sub_values, sub_errors = await solve_dependencies(
request=request, dependant=sub_dependant, body=body
)
if sub_errors:
return {}, errors
if sub_dependant.call and is_coroutine_callable(sub_dependant.call):
solved = await sub_dependant.call(**sub_values)
else:
solved = await run_in_threadpool(sub_dependant.call, **sub_values)
values[
sub_dependant.name
] = solved # type: ignore # Sub-dependants always have a name
path_values, path_errors = request_params_to_args(
dependant.path_params, request.path_params
)
query_values, query_errors = request_params_to_args(
dependant.query_params, request.query_params
)
header_values, header_errors = request_params_to_args(
dependant.header_params, request.headers
)
cookie_values, cookie_errors = request_params_to_args(
dependant.cookie_params, request.cookies
)
values.update(path_values)
values.update(query_values)
values.update(header_values)
values.update(cookie_values)
errors = path_errors + query_errors + header_errors + cookie_errors
if dependant.body_params:
body_values, body_errors = await request_body_to_args( # type: ignore # body_params checked above
dependant.body_params, body
)
values.update(body_values)
errors.extend(body_errors)
if dependant.request_param_name:
values[dependant.request_param_name] = request
return values, errors
def request_params_to_args(
required_params: List[Field], received_params: Dict[str, Any]
) -> Tuple[Dict[str, Any], List[ErrorWrapper]]:
values = {}
errors = []
for field in required_params:
value = received_params.get(field.alias)
if value is None:
if field.required:
errors.append(
ErrorWrapper(MissingError(), loc=field.alias, config=BaseConfig)
)
else:
values[field.name] = deepcopy(field.default)
continue
v_, errors_ = field.validate(
value, values, loc=(field.schema.in_.value, field.alias)
)
if isinstance(errors_, ErrorWrapper):
errors.append(errors_)
elif isinstance(errors_, list):
errors.extend(errors_)
else:
values[field.name] = v_
return values, errors
async def request_body_to_args(
required_params: List[Field], received_body: Dict[str, Any]
) -> Tuple[Dict[str, Any], List[ErrorWrapper]]:
values = {}
errors = []
if required_params:
field = required_params[0]
embed = getattr(field.schema, "embed", None)
if len(required_params) == 1 and not embed:
received_body = {field.alias: received_body}
for field in required_params:
value = received_body.get(field.alias)
if value is None:
if field.required:
errors.append(
ErrorWrapper(
MissingError(), loc=("body", field.alias), config=BaseConfig
)
)
else:
values[field.name] = deepcopy(field.default)
continue
v_, errors_ = field.validate(value, values, loc=("body", field.alias))
if isinstance(errors_, ErrorWrapper):
errors.append(errors_)
elif isinstance(errors_, list):
errors.extend(errors_)
else:
values[field.name] = v_
return values, errors
def get_body_field(*, dependant: Dependant, name: str):
flat_dependant = get_flat_dependant(dependant)
if not flat_dependant.body_params:
return None
first_param = flat_dependant.body_params[0]
embed = getattr(first_param.schema, "embed", None)
if len(flat_dependant.body_params) == 1 and not embed:
return first_param
model_name = "Body_" + name
BodyModel = create_model(model_name)
for f in flat_dependant.body_params:
BodyModel.__fields__[f.name] = f
required = any(True for f in flat_dependant.body_params if f.required)
if any(isinstance(f.schema, params.File) for f in flat_dependant.body_params):
BodySchema = params.File
elif any(isinstance(f.schema, params.Form) for f in flat_dependant.body_params):
BodySchema = params.Form
else:
BodySchema = params.Body
field = Field(
name="body",
type_=BodyModel,
default=None,
required=required,
model_config=BaseConfig,
class_validators=[],
alias="body",
schema=BodySchema(None),
)
return field