# # Copyright (c) 2021 Airbyte, Inc., all rights reserved. # import json import os import pkgutil from typing import Dict import pkg_resources from jsonschema import RefResolver class JsonSchemaResolver: """Helper class to expand $ref items in json schema""" def __init__(self, shared_schemas_path: str): self._shared_refs = self._load_shared_schema_refs(shared_schemas_path) @staticmethod def _load_shared_schema_refs(shared_schemas_path: str): shared_file_names = [f.name for f in os.scandir(shared_schemas_path) if f.is_file()] shared_schema_refs = {} for shared_file in shared_file_names: with open(os.path.join(shared_schemas_path, shared_file)) as data_file: shared_schema_refs[shared_file] = json.load(data_file) return shared_schema_refs def _resolve_schema_references(self, schema: dict, resolver: RefResolver) -> dict: if "$ref" in schema: reference_path = schema.pop("$ref", None) resolved = resolver.resolve(reference_path)[1] schema.update(resolved) return self._resolve_schema_references(schema, resolver) if "properties" in schema: for k, val in schema["properties"].items(): schema["properties"][k] = self._resolve_schema_references(val, resolver) if "patternProperties" in schema: for k, val in schema["patternProperties"].items(): schema["patternProperties"][k] = self._resolve_schema_references(val, resolver) if "items" in schema: schema["items"] = self._resolve_schema_references(schema["items"], resolver) if "anyOf" in schema: for i, element in enumerate(schema["anyOf"]): schema["anyOf"][i] = self._resolve_schema_references(element, resolver) return schema def resolve(self, schema: dict, refs: Dict[str, dict] = None) -> dict: """Resolves and replaces json-schema $refs with the appropriate dict. Recursively walks the given schema dict, converting every instance of $ref in a 'properties' structure with a resolved dict. This modifies the input schema and also returns it. Arguments: schema: the schema dict refs: a dict of which forms a store of referenced schemata Returns: schema """ refs = refs or {} refs = {**self._shared_refs, **refs} return self._resolve_schema_references(schema, RefResolver("", schema, store=refs)) class ResourceSchemaLoader: """JSONSchema loader from package resources""" def __init__(self, package_name: str): self.package_name = package_name def get_schema(self, name: str) -> dict: """ This method retrieves a JSON schema from the schemas/ folder. The expected file structure is to have all top-level schemas (corresponding to streams) in the "schemas/" folder, with any shared $refs living inside the "schemas/shared/" folder. For example: schemas/shared/.json schemas/.json # contains a $ref to shared_definition schemas/.json # contains a $ref to shared_definition """ schema_filename = f"schemas/{name}.json" raw_file = pkgutil.get_data(self.package_name, schema_filename) if not raw_file: raise IOError(f"Cannot find file {schema_filename}") try: raw_schema = json.loads(raw_file) except ValueError: # TODO use proper logging print(f"Invalid JSON file format for file {schema_filename}") raise shared_schemas_folder = pkg_resources.resource_filename(self.package_name, "schemas/shared/") if os.path.exists(shared_schemas_folder): return JsonSchemaResolver(shared_schemas_folder).resolve(raw_schema) return raw_schema