# resolve_json_references
## `autogen.json_utils.resolve_json_references`
```python
resolve_json_references(schema)
```
Resolve JSON references in the given schema.
| PARAMETER | DESCRIPTION |
| --- | --- |
| `schema` | The JSON schema with references.
**TYPE:**`dict` |
| RETURNS | DESCRIPTION |
| --- | --- |
| `dict` | The JSON schema with resolved references.
**TYPE:**`dict[str, Any]` |
Source code in `autogen/json_utils.py`
| | |
| --- | --- |
| ```
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``` | ```
@require_optional_import("jsonschema", "gemini")
def resolve_json_references(schema: dict[str, Any]) -> dict[str, Any]:
"""Resolve JSON references in the given schema.
Args:
schema (dict): The JSON schema with references.
Returns:
dict: The JSON schema with resolved references.
"""
resolver = RefResolver.from_schema(schema)
validator = Draft7Validator(schema, resolver=resolver)
resolved_schema = validator.schema
def resolve_refs(node: Any) -> Any:
if isinstance(node, dict):
if "$ref" in node:
ref = node["$ref"]
with resolver.resolving(ref) as resolved:
return resolve_refs(resolved)
else:
return {k: resolve_refs(v) for k, v in node.items()}
elif isinstance(node, list):
return [resolve_refs(item) for item in node]
else:
return node
return resolve_refs(resolved_schema) # type: ignore[no-any-return]
``` |