Generate Pydantic models and API client code from OpenAPI 3.1.x specifications
Project description
Usage
From command line
- Local specification
spec2sdk --schema-path path/to/api.yml --output-dir path/to/output-dir/ - Remote specification
spec2sdk --schema-url https://example.com/path/to/api.yml --output-dir path/to/output-dir/
From the code
from pathlib import Path
from spec2sdk.main import generate
# Local specification
generate(schema_url=Path("path/to/api.yml").absolute().as_uri(), output_dir=Path("path/to/output-dir/"))
# Remote specification
generate(schema_url="https://example.com/path/to/api.yml", output_dir=Path("path/to/output-dir/"))
Open API specification requirements
Operation ID
operationId must be specified for each endpoint to generate meaningful method names. It must be unique among all operations described in the API.
Input
paths:
/health:
get:
operationId: healthCheck
responses:
'200':
description: Successful response
Output
class APIClient:
def health_check(self) -> None:
...
Inline schemas
Inline schemas should be annotated with the schema name in the x-schema-name field that doesn't overlap with the existing schema names in the specification.
Input
paths:
/me:
get:
operationId: getMe
responses:
'200':
description: Successful response
content:
application/json:
schema:
x-schema-name: User
type: object
properties:
name:
type: string
email:
type: string
Output
class User(Model):
name: str | None = Field(default=None)
email: str | None = Field(default=None)
Enum variable names
Variable names for enums can be specified by the x-enum-varnames field.
Input
components:
schemas:
Direction:
x-enum-varnames: [ NORTH, SOUTH, WEST, EAST ]
type: string
enum: [ N, S, W, E ]
Output
from enum import StrEnum
class Direction(StrEnum):
NORTH = "N"
SOUTH = "S"
WEST = "W"
EAST = "E"
Custom types
Register Python converters and renderers to implement custom types.
Input
components:
schemas:
User:
type: object
properties:
name:
type: string
email:
type: string
format: email
from pathlib import Path
from spec2sdk.openapi.entities import DataType, StringDataType
from spec2sdk.models.annotations import TypeAnnotation
from spec2sdk.models.converters import converters, make_type_class_name
from spec2sdk.models.entities import SimpleType
from spec2sdk.models.imports import Import
from spec2sdk.main import generate
class EmailType(SimpleType):
@property
def type_definition(self) -> TypeAnnotation:
return TypeAnnotation(
type_hint="EmailStr",
type_imports=(Import(name="EmailStr", package="pydantic"),),
constraints=(),
)
def is_email_format(data_type: DataType) -> bool:
return isinstance(data_type, StringDataType) and data_type.format == "email"
@converters.register(predicate=is_email_format)
def convert_email_field(data_type: StringDataType) -> EmailType:
return EmailType(name=make_type_class_name(data_type))
if __name__ == "__main__":
generate(schema_url=Path("api.yml").absolute().as_uri(), output_dir=Path("output"))
Output
from pydantic import EmailStr, Field
class User(Model):
name: str | None = Field(default=None)
email: EmailStr | None = Field(default=None)
Using generated client
- Create HTTP client. It should conform to the
HTTPClientProtocolwhich can be found in the generatedhttp_client.py. Below is an example of the HTTP client implemented usinghttpxlibrary to handle HTTP requests. Assume thatsdkis the output directory for the generated code.
from http import HTTPStatus
import httpx
from httpx._types import AuthTypes, TimeoutTypes
from sdk.http_client import HTTPRequest, HTTPResponse
class HTTPClient:
def __init__(self, *, base_url: str, auth: AuthTypes | None = None, timeout: TimeoutTypes | None = None, **kwargs):
self._http_client = httpx.Client(auth=auth, base_url=base_url, timeout=timeout, **kwargs)
def send_request(self, *, request: HTTPRequest) -> HTTPResponse:
response = self._http_client.request(
method=request.method,
url=request.url,
content=request.content,
headers=request.headers,
)
return HTTPResponse(
status_code=HTTPStatus(response.status_code),
content=response.content,
headers=response.headers.multi_items(),
)
- Create API client. It should conform to the
APIClientProtocolwhich can be found in the generatedapi_client.py. Below is an example of the API client.
from http import HTTPMethod, HTTPStatus
from types import NoneType
from typing import Any, Mapping, Type
from urllib.parse import urlencode
from pydantic import TypeAdapter
from sdk.api_client import APIClientResponse, SerializedData
from sdk.http_client import HTTPClientProtocol, HTTPRequest
class APIClient:
def __init__(self, http_client: HTTPClientProtocol):
self._http_client = http_client
def serialize[T](self, *, data: T, data_type: Type[T], content_type: str | None) -> SerializedData:
match content_type:
case "application/json":
return SerializedData(
content=TypeAdapter(data_type).dump_json(data, by_alias=True),
content_type=content_type,
)
case _:
return SerializedData(content=data, content_type=content_type)
def deserialize[T](self, *, data: bytes | None, data_type: Type[T], content_type: str | None) -> T:
match content_type:
case "application/json":
return TypeAdapter(data_type).validate_json(data)
case _:
return data
def build_url(self, path: str, query: Mapping[str, Any] | None = None) -> str:
if query is None:
return path
return f"{path}?{urlencode(query, doseq=True)}"
def send_request[I, O](
self,
*,
method: HTTPMethod,
path: str,
query: Mapping[str, Any] | None = None,
content_type: str | None = None,
data: I | None = None,
data_type: Type[I] = NoneType,
accept: str | None = None,
response_type: Type[O] = NoneType,
expected_status_code: HTTPStatus = HTTPStatus.OK,
) -> APIClientResponse[O]:
serialized_data = self.serialize(data=data, data_type=data_type, content_type=content_type)
request = HTTPRequest(
method=method,
url=self.build_url(path, query),
headers=(("Content-Type", serialized_data.content_type),) if serialized_data.content_type else (),
content=serialized_data.content,
)
response = self._http_client.send_request(request=request)
if response.status_code != expected_status_code:
raise Exception(
f"Response has unexpected status code. Expected {expected_status_code}, got {response.status_code}."
)
if accept is not None and not any(
response_content_type := tuple(
value for key, value in response.headers if (key.lower() == "content-type") and (accept in value)
),
):
raise Exception(f"Response has unexpected content type. Expected {accept}, got {response_content_type}.")
return APIClientResponse(
http_response=response,
data=self.deserialize(data=response.content, data_type=response_type, content_type=accept),
)
- Combine clients together to access API.
from sdk.api import API
api = API(
api_client=APIClient(
http_client=HTTPClient(
base_url="https://api.example.com",
auth=BasicAuth(username="user", password="pass"),
),
),
)
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