python-jsonschema / python-jsonschema/jsonschema
`Validator`s pubilc API
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Description
Hello, I'm struggling to enforce some custom validation on properties through extending a Validator and maybe someone can help me out or clarify how extending should work. Note that I want to add validation for a JSONSchema authored by a user - so it's more "meta validation".
Essentially I want to do something like enforcing that if a property is marked as "required" it should not specify a default, and conversely if it specify a default it should not appear in the required array at its level".
I can get something that seems to be working at a high level below:
from jsonschema import Draft202012Validator, validators, exceptions
from jsonschema.protocols import Validator
validate_properties = Draft202012Validator.VALIDATORS["properties"]
def custom_properties_validator(validator, properties, instance, schema):
# Maintain old behaviour
yield from validate_properties(validator, properties, instance, schema)
# Extend behaviour
if not validator.is_type(instance, "object"):
return
current_properties = instance.get("properties", {})
required_properties = instance.get("required", [])
for prop_name, prop_schema in current_properties.items():
is_required = prop_name in required_properties
has_default = "default" in prop_schema
if not is_required and not has_default:
yield exceptions.ValidationError(
f"Primitive property '{prop_name}' is not required and must have a 'default' value."
)
if has_default and is_required:
yield exceptions.ValidationError(
f"Primitive property '{prop_name}' has a 'default' value and must not be in the 'required' list."
)
if __name__ == "__main__":
user_schema = {
"type": "object",
"title": "test",
"properties": {
"test": {"type": "string"},
},
"required": []
}
my_validator: Validator = validators.extend(
Draft202012Validator,
{"properties": custom_properties_validator},
)
errors = list(my_validator(Draft202012Validator.META_SCHEMA).iter_errors(user_schema))
print(f"Found {len(errors)} validation errors:")
for i, error in enumerate(errors, 1):
path_str = " -> ".join(map(str, error.path))
print(f" {i}. JSONPath: {error.json_path}")
print(f" {i}. Path: {path_str}")
print(f" Error: {error.message}")
But there's a big caveat as in I can't really know what's the path of the property I am failing to validate!
I can kinda start to cheat my way into it by doing something more like
if not is_required and not has_default:
for err in validator.descend(
required_properties,
{"contains": {"const": prop_name}},
path="properties",
):
err.message = f"'{prop_name}' is not required and must have a 'default' value."
yield err
in the custom validation steps, but
- I can only descend one level - maybe I can call it twice in this case but it will seem even hackyer
- I am using descend, which is not documented in the validator protocol public API
Is my only way around this implementing the schema-walking part myself so that I can keep track of my own custom errors? Or am I simply making use of the library in an improper way?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the Validator protocol, validators.extend, Draft202012Validator, and the custom properties validator shown in the issue. Compare the public API with the use of validator.descend and determine how path-aware custom errors are intended to work. Done means the supported approach or required API/documentation change is clearly established.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- backend-api-design
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100