# Zulip's OpenAPI-based API documentation system is documented at # https://zulip.readthedocs.io/en/latest/documentation/api.html # # This file contains helper functions to interact with the OpenAPI # definitions and validate that Zulip's implementation matches what is # described in our documentation. import json import os import re from typing import Any, Dict, List, Literal, Mapping, Optional, Set, Tuple, Union import orjson from openapi_core import OpenAPI from openapi_core.protocols import Request, Response from openapi_core.testing import MockRequest, MockResponse from openapi_core.validation.exceptions import ValidationError as OpenAPIValidationError from pydantic import BaseModel OPENAPI_SPEC_PATH = os.path.abspath( os.path.join(os.path.dirname(__file__), "../openapi/zulip.yaml") ) # A list of endpoint-methods such that the endpoint # has documentation but not with this particular method. EXCLUDE_UNDOCUMENTED_ENDPOINTS = { ("/users", "patch"), } # Consists of endpoints with some documentation remaining. # These are skipped but return true as the validator cannot exclude objects EXCLUDE_DOCUMENTED_ENDPOINTS: Set[Tuple[str, str]] = set() # Most of our code expects allOf to be preprocessed away because that is what # yamole did. Its algorithm for doing so is not standards compliant, but we # replicate it here. def naively_merge(a: Dict[str, object], b: Dict[str, object]) -> Dict[str, object]: ret: Dict[str, object] = a.copy() for key, b_value in b.items(): if key == "example" or key not in ret: ret[key] = b_value continue a_value = ret[key] if isinstance(b_value, list): assert isinstance(a_value, list) ret[key] = a_value + b_value elif isinstance(b_value, dict): assert isinstance(a_value, dict) ret[key] = naively_merge(a_value, b_value) return ret def naively_merge_allOf(obj: object) -> object: if isinstance(obj, dict): return naively_merge_allOf_dict(obj) elif isinstance(obj, list): return list(map(naively_merge_allOf, obj)) else: return obj def naively_merge_allOf_dict(obj: Dict[str, object]) -> Dict[str, object]: if "allOf" in obj: ret = obj.copy() subschemas = ret.pop("allOf") ret = naively_merge_allOf_dict(ret) assert isinstance(subschemas, list) for subschema in subschemas: assert isinstance(subschema, dict) ret = naively_merge(ret, naively_merge_allOf_dict(subschema)) return ret return {key: naively_merge_allOf(value) for key, value in obj.items()} class OpenAPISpec: def __init__(self, openapi_path: str) -> None: self.openapi_path = openapi_path self.mtime: Optional[float] = None self._openapi: Dict[str, Any] = {} self._endpoints_dict: Dict[str, str] = {} self._spec: Optional[OpenAPI] = None def check_reload(self) -> None: # Because importing yaml takes significant time, and we only # use python-yaml for our API docs, importing it lazily here # is a significant optimization to `manage.py` startup. # # There is a bit of a race here...we may have two processes # accessing this module level object and both trying to # populate self.data at the same time. Hopefully this will # only cause some extra processing at startup and not data # corruption. import yaml from jsonref import JsonRef with open(self.openapi_path) as f: mtime = os.fstat(f.fileno()).st_mtime # Using == rather than >= to cover the corner case of users placing an # earlier version than the current one if self.mtime == mtime: return openapi = yaml.load(f, Loader=yaml.CSafeLoader) spec = OpenAPI.from_dict(openapi) self._spec = spec self._openapi = naively_merge_allOf_dict(JsonRef.replace_refs(openapi)) self.create_endpoints_dict() self.mtime = mtime def create_endpoints_dict(self) -> None: # Algorithm description: # We have 2 types of endpoints # 1.with path arguments 2. without path arguments # In validate_against_openapi_schema we directly check # if we have a without path endpoint, since it does not # require regex. Hence they are not part of the regex dict # and now we are left with only: # endpoint with path arguments. # Now for this case, the regex has been created carefully, # numeric arguments are matched with [0-9] only and # emails are matched with their regex. This is why there are zero # collisions. Hence if this regex matches # an incorrect endpoint then there is some backend problem. # For example if we have users/{name}/presence then it will # conflict with users/me/presence even in the backend. # Care should be taken though that if we have special strings # such as email they must be substituted with proper regex. email_regex = r"([a-zA-Z0-9_\-\.]+)@([a-zA-Z0-9_\-\.]+)\.([a-zA-Z]{2,5})" self._endpoints_dict = {} for endpoint in self._openapi["paths"]: if "{" not in endpoint: continue path_regex = "^" + endpoint + "$" # Numeric arguments have id at their end # so find such arguments and replace them with numeric # regex path_regex = re.sub(r"{[^}]*id}", r"[0-9]*", path_regex) # Email arguments end with email path_regex = re.sub(r"{[^}]*email}", email_regex, path_regex) # All other types of arguments are supposed to be # all-encompassing string. path_regex = re.sub(r"{[^}]*}", r"[^\/]*", path_regex) path_regex = path_regex.replace(r"/", r"\/") self._endpoints_dict[path_regex] = endpoint def openapi(self) -> Dict[str, Any]: """Reload the OpenAPI file if it has been modified after the last time it was read, and then return the parsed data. """ self.check_reload() assert len(self._openapi) > 0 return self._openapi def endpoints_dict(self) -> Dict[str, str]: """Reload the OpenAPI file if it has been modified after the last time it was read, and then return the parsed data. """ self.check_reload() assert len(self._endpoints_dict) > 0 return self._endpoints_dict def spec(self) -> OpenAPI: """Reload the OpenAPI file if it has been modified after the last time it was read, and then return the openapi_core validator object. Similar to preceding functions. Used for proper access to OpenAPI objects. """ self.check_reload() assert self._spec is not None return self._spec class SchemaError(Exception): pass openapi_spec = OpenAPISpec(OPENAPI_SPEC_PATH) def get_schema(endpoint: str, method: str, status_code: str) -> Dict[str, Any]: if len(status_code) == 3 and ( "oneOf" in openapi_spec.openapi()["paths"][endpoint][method.lower()]["responses"][status_code][ "content" ]["application/json"]["schema"] ): # Currently at places where multiple schemas are defined they only # differ in example so either can be used. status_code += "_0" if len(status_code) == 3: schema = openapi_spec.openapi()["paths"][endpoint][method.lower()]["responses"][ status_code ]["content"]["application/json"]["schema"] return schema else: subschema_index = int(status_code[4]) status_code = status_code[0:3] schema = openapi_spec.openapi()["paths"][endpoint][method.lower()]["responses"][ status_code ]["content"]["application/json"]["schema"]["oneOf"][subschema_index] return schema def get_openapi_fixture(endpoint: str, method: str, status_code: str = "200") -> Dict[str, Any]: """Fetch a fixture from the full spec object.""" return get_schema(endpoint, method, status_code)["example"] def get_openapi_fixture_description(endpoint: str, method: str, status_code: str = "200") -> str: """Fetch a fixture from the full spec object.""" return get_schema(endpoint, method, status_code)["description"] def get_curl_include_exclude(endpoint: str, method: str) -> List[Dict[str, Any]]: """Fetch all the kinds of parameters required for curl examples.""" if ( "x-curl-examples-parameters" not in openapi_spec.openapi()["paths"][endpoint][method.lower()] ): return [{"type": "exclude", "parameters": {"enum": [""]}}] return openapi_spec.openapi()["paths"][endpoint][method.lower()]["x-curl-examples-parameters"][ "oneOf" ] def check_requires_administrator(endpoint: str, method: str) -> bool: """Fetch if the endpoint requires admin config.""" return openapi_spec.openapi()["paths"][endpoint][method.lower()].get( "x-requires-administrator", False ) def check_additional_imports(endpoint: str, method: str) -> Optional[List[str]]: """Fetch the additional imports required for an endpoint.""" return openapi_spec.openapi()["paths"][endpoint][method.lower()].get( "x-python-examples-extra-imports", None ) def get_responses_description(endpoint: str, method: str) -> str: """Fetch responses description of an endpoint.""" return openapi_spec.openapi()["paths"][endpoint][method.lower()].get( "x-response-description", "" ) def get_parameters_description(endpoint: str, method: str) -> str: """Fetch parameters description of an endpoint.""" return openapi_spec.openapi()["paths"][endpoint][method.lower()].get( "x-parameter-description", "" ) def generate_openapi_fixture(endpoint: str, method: str) -> List[str]: """Generate fixture to be rendered""" fixture = [] for status_code in sorted( openapi_spec.openapi()["paths"][endpoint][method.lower()]["responses"] ): if ( "oneOf" in openapi_spec.openapi()["paths"][endpoint][method.lower()]["responses"][status_code][ "content" ]["application/json"]["schema"] ): subschema_count = len( openapi_spec.openapi()["paths"][endpoint][method.lower()]["responses"][status_code][ "content" ]["application/json"]["schema"]["oneOf"] ) else: subschema_count = 1 for subschema_index in range(subschema_count): if subschema_count != 1: subschema_status_code = status_code + "_" + str(subschema_index) else: subschema_status_code = status_code fixture_dict = get_openapi_fixture(endpoint, method, subschema_status_code) fixture_description = get_openapi_fixture_description( endpoint, method, subschema_status_code ).strip() fixture_json = json.dumps( fixture_dict, indent=4, sort_keys=True, separators=(",", ": ") ) fixture.extend(fixture_description.splitlines()) fixture.append("``` json") fixture.extend(fixture_json.splitlines()) fixture.append("```") return fixture def get_openapi_description(endpoint: str, method: str) -> str: """Fetch a description from the full spec object.""" endpoint_documentation = openapi_spec.openapi()["paths"][endpoint][method.lower()] endpoint_description = endpoint_documentation["description"] check_deprecated_consistency( endpoint_documentation.get("deprecated", False), endpoint_description ) return endpoint_description def get_openapi_summary(endpoint: str, method: str) -> str: """Fetch a summary from the full spec object.""" return openapi_spec.openapi()["paths"][endpoint][method.lower()]["summary"] def get_endpoint_from_operationid(operationid: str) -> Tuple[str, str]: for endpoint in openapi_spec.openapi()["paths"]: for method in openapi_spec.openapi()["paths"][endpoint]: operationId = openapi_spec.openapi()["paths"][endpoint][method].get("operationId") if operationId == operationid: return (endpoint, method) raise AssertionError("No such page exists in OpenAPI data.") def get_openapi_paths() -> Set[str]: return set(openapi_spec.openapi()["paths"].keys()) NO_EXAMPLE = object() class Parameter(BaseModel): kind: Literal["query", "path", "formData"] name: str description: str json_encoded: bool value_schema: Dict[str, Any] example: object required: bool deprecated: bool def get_openapi_parameters( endpoint: str, method: str, include_url_parameters: bool = True ) -> List[Parameter]: operation = openapi_spec.openapi()["paths"][endpoint][method.lower()] parameters = [] # We do a `.get()` for this last bit to distinguish documented # endpoints with no parameters (empty list) from undocumented # endpoints (KeyError exception). for parameter in operation.get("parameters", []): # Also, we skip parameters defined in the URL. if not include_url_parameters and parameter["in"] == "path": continue json_encoded = "content" in parameter if json_encoded: schema = parameter["content"]["application/json"]["schema"] else: schema = parameter["schema"] if "example" in parameter: example = parameter["example"] elif json_encoded and "example" in parameter["content"]["application/json"]: example = parameter["content"]["application/json"]["example"] else: example = schema.get("example", NO_EXAMPLE) parameters.append( Parameter( kind=parameter["in"], name=parameter["name"], description=parameter["description"], json_encoded=json_encoded, value_schema=schema, example=example, required=parameter.get("required", False), deprecated=parameter.get("deprecated", False), ) ) if "requestBody" in operation and "application/x-www-form-urlencoded" in ( content := operation["requestBody"]["content"] ): media_type = content["application/x-www-form-urlencoded"] required = media_type["schema"].get("required", []) for key, schema in media_type["schema"]["properties"].items(): json_encoded = ( "encoding" in media_type and key in (encodings := media_type["encoding"]) and encodings[key].get("contentType") == "application/json" ) or schema.get("type") == "object" parameters.append( Parameter( kind="formData", name=key, description=schema["description"], json_encoded=json_encoded, value_schema=schema, example=schema.get("example"), required=key in required, deprecated=schema.get("deprecated", False), ) ) return parameters def get_openapi_return_values(endpoint: str, method: str) -> Dict[str, Any]: operation = openapi_spec.openapi()["paths"][endpoint][method.lower()] schema = operation["responses"]["200"]["content"]["application/json"]["schema"] # We do not currently have documented endpoints that have multiple schemas # ("oneOf", "anyOf", "allOf") for success ("200") responses. If this changes, # then the assertion below will need to be removed, and this function updated # so that endpoint responses will be rendered as expected. assert "properties" in schema return schema["properties"] def find_openapi_endpoint(path: str) -> Optional[str]: for path_regex, endpoint in openapi_spec.endpoints_dict().items(): matches = re.match(path_regex, path) if matches: return endpoint return None def validate_against_openapi_schema( content: Dict[str, Any], path: str, method: str, status_code: str ) -> bool: mock_request = MockRequest("http://localhost:9991/", method, "/api/v1" + path) mock_response = MockResponse( orjson.dumps(content), status_code=int(status_code), ) return validate_test_response(mock_request, mock_response) def validate_test_response(request: Request, response: Response) -> bool: """Compare a "content" dict with the defined schema for a specific method in an endpoint. Return true if validated and false if skipped. """ if request.path.startswith("/json/"): path = request.path[len("/json") :] elif request.path.startswith("/api/v1/"): path = request.path[len("/api/v1") :] else: return False assert request.method is not None method = request.method.lower() status_code = str(response.status_code) # This first set of checks are primarily training wheels that we # hope to eliminate over time as we improve our API documentation. if path not in openapi_spec.openapi()["paths"]: endpoint = find_openapi_endpoint(path) # If it doesn't match it hasn't been documented yet. if endpoint is None: return False else: endpoint = path # Excluded endpoint/methods if (endpoint, method) in EXCLUDE_UNDOCUMENTED_ENDPOINTS: return False # Return true for endpoints with only response documentation remaining if (endpoint, method) in EXCLUDE_DOCUMENTED_ENDPOINTS: # nocoverage return True # Code is not declared but appears in various 400 responses. If # common, it can be added to 400 response schema if status_code.startswith("4"): # This return statement should ideally be not here. But since # we have not defined 400 responses for various paths this has # been added as all 400 have the same schema. When all 400 # response have been defined this should be removed. return True try: openapi_spec.spec().validate_response(request, response) except OpenAPIValidationError as error: message = f"Response validation error at {method} /api/v1{path} ({status_code}):" message += f"\n\n{type(error).__name__}: {error}" message += ( "\n\nFor help debugging these errors see: " "https://zulip.readthedocs.io/en/latest/documentation/api.html#debugging-schema-validation-errors" ) raise SchemaError(message) from None return True def validate_schema(schema: Dict[str, Any]) -> None: """Check if opaque objects are present in the OpenAPI spec; this is an important part of our policy for ensuring every detail of Zulip's API responses is correct. This is done by checking for the presence of the `additionalProperties` attribute for all objects (dictionaries). """ if "oneOf" in schema: for subschema in schema["oneOf"]: validate_schema(subschema) elif schema["type"] == "array": validate_schema(schema["items"]) elif schema["type"] == "object": if "additionalProperties" not in schema: raise SchemaError( "additionalProperties needs to be defined for objects to make sure they have no" " additional properties left to be documented." ) for property_schema in schema.get("properties", {}).values(): validate_schema(property_schema) if schema["additionalProperties"]: validate_schema(schema["additionalProperties"]) def deprecated_note_in_description(description: str) -> bool: if "**Changes**: Deprecated" in description: return True return "**Deprecated**" in description def check_deprecated_consistency(deprecated: bool, description: str) -> None: # Test to make sure deprecated parameters are marked so. if deprecated_note_in_description(description): assert deprecated if deprecated: assert deprecated_note_in_description(description) # Skip those JSON endpoints whose query parameters are different from # their `/api/v1` counterpart. This is a legacy code issue that we # plan to fix by changing the implementation. SKIP_JSON = { ("/fetch_api_key", "post"), } def validate_request( url: str, method: str, data: Union[str, bytes, Mapping[str, Any]], http_headers: Dict[str, str], json_url: bool, status_code: str, intentionally_undocumented: bool = False, ) -> None: assert isinstance(data, dict) mock_request = MockRequest( "http://localhost:9991/", method, "/api/v1" + url, headers=http_headers, args={k: str(v) for k, v in data.items()}, ) validate_test_request(mock_request, status_code, intentionally_undocumented) def validate_test_request( request: Request, status_code: str, intentionally_undocumented: bool = False, ) -> None: assert request.method is not None method = request.method.lower() if request.path.startswith("/json/"): url = request.path[len("/json") :] # Some JSON endpoints have different parameters compared to # their `/api/v1` counterparts. if (url, method) in SKIP_JSON: return else: assert request.path.startswith("/api/v1/") url = request.path[len("/api/v1") :] # TODO: Add support for file upload endpoints that lack the /json/ # or /api/v1/ prefix. if url == "/user_uploads" or url.startswith("/realm/emoji/"): return # Requests that do not validate against the OpenAPI spec must either: # * Have returned a 400 (bad request) error # * Have returned a 200 (success) with this request marked as intentionally # undocumented behavior. if status_code.startswith("4"): return if status_code.startswith("2") and intentionally_undocumented: return # Now using the openapi_core APIs, validate the request schema # against the OpenAPI documentation. try: openapi_spec.spec().validate_request(request) except OpenAPIValidationError as error: # Show a block error message explaining the options for fixing it. msg = f""" Error! The OpenAPI schema for {method} {url} is not consistent with the parameters passed in this HTTP request. Consider: * Updating the OpenAPI schema defined in zerver/openapi/zulip.yaml * Adjusting the test to pass valid parameters. If the test fails due to intentionally_undocumented features, you need to pass `intentionally_undocumented=True` to self.client_{method.lower()} or self.api_{method.lower()} to document your intent. See https://zulip.readthedocs.io/en/latest/documentation/api.html for help. The error logged by the OpenAPI validator is below: {error} """ raise SchemaError(msg)