Add more CI checks for OpenAPI definitions and JSON Schemas (#1656)
Signed-off-by: Kévin Commaille <zecakeh@tedomum.fr> Co-authored-by: Richard van der Hoff <1389908+richvdh@users.noreply.github.com>pull/1671/head
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Add more CI checks for OpenAPI definitions and JSON Schemas.
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#!/usr/bin/env python3
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# Validates the JSON schemas under `../data`. The schemas are validated against
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# the JSON Schema 2020-12 specification, and their inline examples and default
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# values are validated against the schema.
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# Copyright 2023 Kévin Commaille
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import sys
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import json
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import os
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import traceback
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def import_error(module, package, debian, error):
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sys.stderr.write((
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"Error importing %(module)s: %(error)r\n"
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"To install %(module)s run:\n"
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" pip install %(package)s\n"
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"or on Debian run:\n"
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" sudo apt-get install python-%(debian)s\n"
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) % locals())
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if __name__ == '__main__':
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sys.exit(1)
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try:
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import jsonschema
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except ImportError as e:
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import_error("jsonschema", "jsonschema", "jsonschema", e)
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raise
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try:
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import yaml
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except ImportError as e:
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import_error("yaml", "PyYAML", "yaml", e)
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raise
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try:
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import jsonpath
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except ImportError as e:
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import_error("jsonpath", "python-jsonpath", "jsonpath", e)
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raise
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try:
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import attrs
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except ImportError as e:
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import_error("attrs", "attrs", "attrs", e)
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raise
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@attrs.define
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class SchemaDirReport:
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files: int = 0
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errors: int = 0
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def add(self, other_report):
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self.files += other_report.files
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self.errors += other_report.errors
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def load_file(path):
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if not path.startswith("file://"):
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raise Exception(f"Bad ref: {path}")
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path = path[len("file://"):]
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with open(path, "r") as f:
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if path.endswith(".json"):
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return json.load(f)
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else:
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# We have to assume it's YAML because some of the YAML examples
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# do not have file extensions.
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return yaml.safe_load(f)
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def check_example(path, schema, example):
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# URI with scheme is necessary to make RefResolver work.
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fileurl = "file://" + os.path.abspath(path)
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resolver = jsonschema.RefResolver(fileurl, schema, handlers={"file": load_file})
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validator = jsonschema.Draft202012Validator(schema, resolver)
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validator.validate(example)
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def check_schema_examples(path, full_schema):
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"""Search objects with inline examples in the schema and check they validate
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against the object's definition.
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"""
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errors = []
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matches = jsonpath.finditer(
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# Recurse through all objects and filter out those that don't have an
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# `example`, `examples` or `default` field.
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"$..[?(@.example != undefined || @.examples != undefined || @.default != undefined)]",
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full_schema
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)
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for match in matches:
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schema = match.obj
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if "example" in schema:
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try:
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check_example(path, schema, schema["example"])
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except Exception as e:
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example_path = f"{match.path}['example']"
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print(f"Failed to validate example at {example_path}: {e}")
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errors.append(e)
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if "examples" in schema:
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for index, example in enumerate(schema["examples"]):
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try:
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check_example(path, schema, example)
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except Exception as e:
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example_path = f"{match.path}['examples'][{index}]"
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print(f"Failed to validate example at {example_path}: {e}")
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errors.append(e)
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if "default" in schema:
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try:
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check_example(path, schema, schema["default"])
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except Exception as e:
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example_path = f"{match.path}['default']"
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print(f"Failed to validate example at {example_path}: {e}")
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errors.append(e)
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if len(errors) > 0:
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raise Exception(errors)
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def check_schema_file(schema_path):
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with open(schema_path) as f:
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schema = yaml.safe_load(f)
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print(f"Checking schema: {schema_path}")
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# Check schema is valid.
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try:
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validator = jsonschema.Draft202012Validator
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validator.check_schema(schema)
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except Exception as e:
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print(f"Failed to validate JSON schema: {e}")
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raise
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# Check schema examples are valid.
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check_schema_examples(schema_path, schema)
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def check_schema_dir(schemadir: str) -> SchemaDirReport:
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report = SchemaDirReport()
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for root, dirs, files in os.walk(schemadir):
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for schemadir in dirs:
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dir_report = check_schema_dir(os.path.join(root, schemadir))
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report.add(dir_report)
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for filename in files:
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if filename.startswith("."):
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# Skip over any vim .swp files.
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continue
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if filename.endswith(".json"):
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# Skip over any explicit examples (partial event definitions)
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continue
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try:
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report.files += 1
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check_schema_file(os.path.join(root, filename))
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except Exception as e:
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report.errors += 1
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return report
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# The directory that this script is residing in.
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script_dir = os.path.dirname(os.path.realpath(__file__))
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# The directory of the project.
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project_dir = os.path.abspath(os.path.join(script_dir, "../"))
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print(f"Project dir: {project_dir}")
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# Directories to check, relative to the data folder.
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schema_dirs = [
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"api/application-service/definitions",
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"api/client-server/definitions",
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"api/identity/definitions",
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"api/server-server/definitions",
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"event-schemas/schema",
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"schemas",
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]
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report = SchemaDirReport()
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for schema_dir in schema_dirs:
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dir_report = check_schema_dir(os.path.join(project_dir, "data", schema_dir))
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report.add(dir_report)
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print(f"Found {report.errors} errors in {report.files} files")
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if report.errors:
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sys.exit(1)
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