# Set of helper functions to manipulate the OpenAPI files that define our REST # API's specification. import os from typing import Any, Dict, List, Optional, Set OPENAPI_SPEC_PATH = os.path.abspath(os.path.join( os.path.dirname(__file__), '../openapi/zulip.yaml')) # A list of exceptions we allow when running validate_against_openapi_schema. # The validator will ignore these keys when they appear in the "content" # passed. EXCLUDE_PROPERTIES = { '/register': { 'post': { '200': ['max_message_id', 'realm_emoji'] } } } class OpenAPISpec(): def __init__(self, path: str) -> None: self.path = path self.last_update = None # type: Optional[float] self.data = None # type: Optional[Dict[str, Any]] def reload(self) -> None: # Because importing yamole (and in turn, 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. from yamole import YamoleParser with open(self.path) as f: yaml_parser = YamoleParser(f) self.data = yaml_parser.data self.last_update = os.path.getmtime(self.path) def spec(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. """ last_modified = os.path.getmtime(self.path) # Using != rather than < to cover the corner case of users placing an # earlier version than the current one if self.last_update != last_modified: self.reload() assert(self.data) return self.data class SchemaError(Exception): pass openapi_spec = OpenAPISpec(OPENAPI_SPEC_PATH) def get_openapi_fixture(endpoint: str, method: str, response: Optional[str]='200') -> Dict[str, Any]: """Fetch a fixture from the full spec object. """ return (openapi_spec.spec()['paths'][endpoint][method.lower()]['responses'] [response]['content']['application/json']['schema'] ['example']) def get_openapi_paths() -> Set[str]: return set(openapi_spec.spec()['paths'].keys()) def get_openapi_parameters(endpoint: str, method: str) -> List[Dict[str, Any]]: openapi_endpoint = openapi_spec.spec()['paths'][endpoint][method.lower()] # We do a `.get()` for this last bit to distinguish documented # endpoints with no parameters (empty list) from undocumented # endpoints (KeyError exception). return openapi_endpoint.get('parameters', []) def validate_against_openapi_schema(content: Dict[str, Any], endpoint: str, method: str, response: str) -> None: """Compare a "content" dict with the defined schema for a specific method in an endpoint. """ schema = (openapi_spec.spec()['paths'][endpoint][method.lower()]['responses'] [response]['content']['application/json']['schema']) exclusion_list = (EXCLUDE_PROPERTIES.get(endpoint, {}).get(method, {}) .get(response, [])) for key, value in content.items(): # Ignore in the validation the keys in EXCLUDE_PROPERTIES if key in exclusion_list: continue # Check that the key is defined in the schema if key not in schema['properties']: raise SchemaError('Extraneous key "{}" in the response\'s ' 'content'.format(key)) # Check that the types match expected_type = to_python_type(schema['properties'][key]['type']) actual_type = type(value) if expected_type is not actual_type: raise SchemaError('Expected type {} for key "{}", but actually ' 'got {}'.format(expected_type, key, actual_type)) # Check that at least all the required keys are present for req_key in schema['required']: if req_key not in content.keys(): raise SchemaError('Expected to find the "{}" required key') def to_python_type(py_type: str) -> type: """Transform an OpenAPI-like type to a Pyton one. https://swagger.io/docs/specification/data-models/data-types """ TYPES = { 'string': str, 'number': float, 'integer': int, 'boolean': bool, 'array': list, 'object': dict } return TYPES[py_type]