Module aws_lambda_powertools.event_handler.middlewares.openapi_validation
Expand source code
import dataclasses
import json
import logging
from copy import deepcopy
from typing import Any, Dict, List, Mapping, Optional, Sequence, Tuple
from pydantic import BaseModel
from aws_lambda_powertools.event_handler import Response
from aws_lambda_powertools.event_handler.api_gateway import Route
from aws_lambda_powertools.event_handler.middlewares import BaseMiddlewareHandler, NextMiddleware
from aws_lambda_powertools.event_handler.openapi.compat import (
ModelField,
_model_dump,
_normalize_errors,
_regenerate_error_with_loc,
get_missing_field_error,
)
from aws_lambda_powertools.event_handler.openapi.encoders import jsonable_encoder
from aws_lambda_powertools.event_handler.openapi.exceptions import RequestValidationError
from aws_lambda_powertools.event_handler.openapi.params import Param
from aws_lambda_powertools.event_handler.openapi.types import IncEx
from aws_lambda_powertools.event_handler.types import EventHandlerInstance
logger = logging.getLogger(__name__)
class OpenAPIValidationMiddleware(BaseMiddlewareHandler):
"""
OpenAPIValidationMiddleware is a middleware that validates the request against the OpenAPI schema defined by the
Lambda handler. It also validates the response against the OpenAPI schema defined by the Lambda handler. It
should not be used directly, but rather through the `enable_validation` parameter of the `ApiGatewayResolver`.
Examples
--------
```python
from typing import List
from pydantic import BaseModel
from aws_lambda_powertools.event_handler.api_gateway import (
APIGatewayRestResolver,
)
class Todo(BaseModel):
name: str
app = APIGatewayRestResolver(enable_validation=True)
@app.get("/todos")
def get_todos(): List[Todo]:
return [Todo(name="hello world")]
```
"""
def handler(self, app: EventHandlerInstance, next_middleware: NextMiddleware) -> Response:
logger.debug("OpenAPIValidationMiddleware handler")
route: Route = app.context["_route"]
values: Dict[str, Any] = {}
errors: List[Any] = []
try:
# Process path values, which can be found on the route_args
path_values, path_errors = _request_params_to_args(
route.dependant.path_params,
app.context["_route_args"],
)
# Process query values
query_values, query_errors = _request_params_to_args(
route.dependant.query_params,
app.current_event.query_string_parameters or {},
)
values.update(path_values)
values.update(query_values)
errors += path_errors + query_errors
# Process the request body, if it exists
if route.dependant.body_params:
(body_values, body_errors) = _request_body_to_args(
required_params=route.dependant.body_params,
received_body=self._get_body(app),
)
values.update(body_values)
errors.extend(body_errors)
if errors:
# Raise the validation errors
raise RequestValidationError(_normalize_errors(errors))
else:
# Re-write the route_args with the validated values, and call the next middleware
app.context["_route_args"] = values
# Call the handler by calling the next middleware
response = next_middleware(app)
# Process the response
return self._handle_response(route=route, response=response)
except RequestValidationError as e:
return Response(
status_code=422,
content_type="application/json",
body=json.dumps({"detail": e.errors()}),
)
def _handle_response(self, *, route: Route, response: Response):
# Process the response body if it exists
if response.body:
# Validate and serialize the response, if it's JSON
if response.is_json():
response.body = json.dumps(
self._serialize_response(field=route.dependant.return_param, response_content=response.body),
sort_keys=True,
)
return response
def _serialize_response(
self,
*,
field: Optional[ModelField] = None,
response_content: Any,
include: Optional[IncEx] = None,
exclude: Optional[IncEx] = None,
by_alias: bool = True,
exclude_unset: bool = False,
exclude_defaults: bool = False,
exclude_none: bool = False,
) -> Any:
"""
Serialize the response content according to the field type.
"""
if field:
errors: List[Dict[str, Any]] = []
# MAINTENANCE: remove this when we drop pydantic v1
if not hasattr(field, "serializable"):
response_content = self._prepare_response_content(
response_content,
exclude_unset=exclude_unset,
exclude_defaults=exclude_defaults,
exclude_none=exclude_none,
)
value = _validate_field(field=field, value=response_content, loc=("response",), existing_errors=errors)
if errors:
raise RequestValidationError(errors=_normalize_errors(errors), body=response_content)
if hasattr(field, "serialize"):
return field.serialize(
value,
include=include,
exclude=exclude,
by_alias=by_alias,
exclude_unset=exclude_unset,
exclude_defaults=exclude_defaults,
exclude_none=exclude_none,
)
return jsonable_encoder(
value,
include=include,
exclude=exclude,
by_alias=by_alias,
exclude_unset=exclude_unset,
exclude_defaults=exclude_defaults,
exclude_none=exclude_none,
)
else:
# Just serialize the response content returned from the handler
return jsonable_encoder(response_content)
def _prepare_response_content(
self,
res: Any,
*,
exclude_unset: bool,
exclude_defaults: bool = False,
exclude_none: bool = False,
) -> Any:
"""
Prepares the response content for serialization.
"""
if isinstance(res, BaseModel):
return _model_dump(
res,
by_alias=True,
exclude_unset=exclude_unset,
exclude_defaults=exclude_defaults,
exclude_none=exclude_none,
)
elif isinstance(res, list):
return [
self._prepare_response_content(item, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults)
for item in res
]
elif isinstance(res, dict):
return {
k: self._prepare_response_content(v, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults)
for k, v in res.items()
}
elif dataclasses.is_dataclass(res):
return dataclasses.asdict(res)
return res
def _get_body(self, app: EventHandlerInstance) -> Dict[str, Any]:
"""
Get the request body from the event, and parse it as JSON.
"""
content_type_value = app.current_event.get_header_value("content-type")
if not content_type_value or content_type_value.startswith("application/json"):
try:
return app.current_event.json_body
except json.JSONDecodeError as e:
raise RequestValidationError(
[
{
"type": "json_invalid",
"loc": ("body", e.pos),
"msg": "JSON decode error",
"input": {},
"ctx": {"error": e.msg},
},
],
body=e.doc,
) from e
else:
raise NotImplementedError("Only JSON body is supported")
def _request_params_to_args(
required_params: Sequence[ModelField],
received_params: Mapping[str, Any],
) -> Tuple[Dict[str, Any], List[Any]]:
"""
Convert the request params to a dictionary of values using validation, and returns a list of errors.
"""
values = {}
errors = []
for field in required_params:
value = received_params.get(field.alias)
field_info = field.field_info
if not isinstance(field_info, Param):
raise AssertionError(f"Expected Param field_info, got {field_info}")
loc = (field_info.in_.value, field.alias)
# If we don't have a value, see if it's required or has a default
if value is None:
if field.required:
errors.append(get_missing_field_error(loc=loc))
else:
values[field.name] = deepcopy(field.default)
continue
# Finally, validate the value
values[field.name] = _validate_field(field=field, value=value, loc=loc, existing_errors=errors)
return values, errors
def _request_body_to_args(
required_params: List[ModelField],
received_body: Optional[Dict[str, Any]],
) -> Tuple[Dict[str, Any], List[Dict[str, Any]]]:
"""
Convert the request body to a dictionary of values using validation, and returns a list of errors.
"""
values: Dict[str, Any] = {}
errors: List[Dict[str, Any]] = []
received_body, field_alias_omitted = _get_embed_body(
field=required_params[0],
required_params=required_params,
received_body=received_body,
)
for field in required_params:
# This sets the location to:
# { "user": { object } } if field.alias == user
# { { object } if field_alias is omitted
loc: Tuple[str, ...] = ("body", field.alias)
if field_alias_omitted:
loc = ("body",)
value: Optional[Any] = None
# Now that we know what to look for, try to get the value from the received body
if received_body is not None:
try:
value = received_body.get(field.alias)
except AttributeError:
errors.append(get_missing_field_error(loc))
continue
# Determine if the field is required
if value is None:
if field.required:
errors.append(get_missing_field_error(loc))
else:
values[field.name] = deepcopy(field.default)
continue
# MAINTENANCE: Handle byte and file fields
# Finally, validate the value
values[field.name] = _validate_field(field=field, value=value, loc=loc, existing_errors=errors)
return values, errors
def _validate_field(
*,
field: ModelField,
value: Any,
loc: Tuple[str, ...],
existing_errors: List[Dict[str, Any]],
):
"""
Validate a field, and append any errors to the existing_errors list.
"""
validated_value, errors = field.validate(value, value, loc=loc)
if isinstance(errors, list):
processed_errors = _regenerate_error_with_loc(errors=errors, loc_prefix=())
existing_errors.extend(processed_errors)
elif errors:
existing_errors.append(errors)
return validated_value
def _get_embed_body(
*,
field: ModelField,
required_params: List[ModelField],
received_body: Optional[Dict[str, Any]],
) -> Tuple[Optional[Dict[str, Any]], bool]:
field_info = field.field_info
embed = getattr(field_info, "embed", None)
# If the field is an embed, and the field alias is omitted, we need to wrap the received body in the field alias.
field_alias_omitted = len(required_params) == 1 and not embed
if field_alias_omitted:
received_body = {field.alias: received_body}
return received_body, field_alias_omitted
Classes
class OpenAPIValidationMiddleware
-
OpenAPIValidationMiddleware is a middleware that validates the request against the OpenAPI schema defined by the Lambda handler. It also validates the response against the OpenAPI schema defined by the Lambda handler. It should not be used directly, but rather through the
enable_validation
parameter of theApiGatewayResolver
.Examples
from typing import List from pydantic import BaseModel from aws_lambda_powertools.event_handler.api_gateway import ( APIGatewayRestResolver, ) class Todo(BaseModel): name: str app = APIGatewayRestResolver(enable_validation=True) @app.get("/todos") def get_todos(): List[Todo]: return [Todo(name="hello world")]
Expand source code
class OpenAPIValidationMiddleware(BaseMiddlewareHandler): """ OpenAPIValidationMiddleware is a middleware that validates the request against the OpenAPI schema defined by the Lambda handler. It also validates the response against the OpenAPI schema defined by the Lambda handler. It should not be used directly, but rather through the `enable_validation` parameter of the `ApiGatewayResolver`. Examples -------- ```python from typing import List from pydantic import BaseModel from aws_lambda_powertools.event_handler.api_gateway import ( APIGatewayRestResolver, ) class Todo(BaseModel): name: str app = APIGatewayRestResolver(enable_validation=True) @app.get("/todos") def get_todos(): List[Todo]: return [Todo(name="hello world")] ``` """ def handler(self, app: EventHandlerInstance, next_middleware: NextMiddleware) -> Response: logger.debug("OpenAPIValidationMiddleware handler") route: Route = app.context["_route"] values: Dict[str, Any] = {} errors: List[Any] = [] try: # Process path values, which can be found on the route_args path_values, path_errors = _request_params_to_args( route.dependant.path_params, app.context["_route_args"], ) # Process query values query_values, query_errors = _request_params_to_args( route.dependant.query_params, app.current_event.query_string_parameters or {}, ) values.update(path_values) values.update(query_values) errors += path_errors + query_errors # Process the request body, if it exists if route.dependant.body_params: (body_values, body_errors) = _request_body_to_args( required_params=route.dependant.body_params, received_body=self._get_body(app), ) values.update(body_values) errors.extend(body_errors) if errors: # Raise the validation errors raise RequestValidationError(_normalize_errors(errors)) else: # Re-write the route_args with the validated values, and call the next middleware app.context["_route_args"] = values # Call the handler by calling the next middleware response = next_middleware(app) # Process the response return self._handle_response(route=route, response=response) except RequestValidationError as e: return Response( status_code=422, content_type="application/json", body=json.dumps({"detail": e.errors()}), ) def _handle_response(self, *, route: Route, response: Response): # Process the response body if it exists if response.body: # Validate and serialize the response, if it's JSON if response.is_json(): response.body = json.dumps( self._serialize_response(field=route.dependant.return_param, response_content=response.body), sort_keys=True, ) return response def _serialize_response( self, *, field: Optional[ModelField] = None, response_content: Any, include: Optional[IncEx] = None, exclude: Optional[IncEx] = None, by_alias: bool = True, exclude_unset: bool = False, exclude_defaults: bool = False, exclude_none: bool = False, ) -> Any: """ Serialize the response content according to the field type. """ if field: errors: List[Dict[str, Any]] = [] # MAINTENANCE: remove this when we drop pydantic v1 if not hasattr(field, "serializable"): response_content = self._prepare_response_content( response_content, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults, exclude_none=exclude_none, ) value = _validate_field(field=field, value=response_content, loc=("response",), existing_errors=errors) if errors: raise RequestValidationError(errors=_normalize_errors(errors), body=response_content) if hasattr(field, "serialize"): return field.serialize( value, include=include, exclude=exclude, by_alias=by_alias, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults, exclude_none=exclude_none, ) return jsonable_encoder( value, include=include, exclude=exclude, by_alias=by_alias, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults, exclude_none=exclude_none, ) else: # Just serialize the response content returned from the handler return jsonable_encoder(response_content) def _prepare_response_content( self, res: Any, *, exclude_unset: bool, exclude_defaults: bool = False, exclude_none: bool = False, ) -> Any: """ Prepares the response content for serialization. """ if isinstance(res, BaseModel): return _model_dump( res, by_alias=True, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults, exclude_none=exclude_none, ) elif isinstance(res, list): return [ self._prepare_response_content(item, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults) for item in res ] elif isinstance(res, dict): return { k: self._prepare_response_content(v, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults) for k, v in res.items() } elif dataclasses.is_dataclass(res): return dataclasses.asdict(res) return res def _get_body(self, app: EventHandlerInstance) -> Dict[str, Any]: """ Get the request body from the event, and parse it as JSON. """ content_type_value = app.current_event.get_header_value("content-type") if not content_type_value or content_type_value.startswith("application/json"): try: return app.current_event.json_body except json.JSONDecodeError as e: raise RequestValidationError( [ { "type": "json_invalid", "loc": ("body", e.pos), "msg": "JSON decode error", "input": {}, "ctx": {"error": e.msg}, }, ], body=e.doc, ) from e else: raise NotImplementedError("Only JSON body is supported")
Ancestors
- BaseMiddlewareHandler
- typing.Generic
- abc.ABC
Inherited members