fastmcp/tests/utilities/test_json_schema.py

543 lines
19 KiB
Python

from fastmcp.utilities.json_schema import (
_prune_param,
compress_schema,
dereference_refs,
resolve_root_ref,
)
class TestPruneParam:
"""Tests for the _prune_param function."""
def test_nonexistent(self):
"""Test pruning a parameter that doesn't exist."""
schema = {"properties": {"foo": {"type": "string"}}}
result = _prune_param(schema, "bar")
assert result == schema # Schema should be unchanged
def test_exists(self):
"""Test pruning a parameter that exists."""
schema = {"properties": {"foo": {"type": "string"}, "bar": {"type": "integer"}}}
result = _prune_param(schema, "bar")
assert result["properties"] == {"foo": {"type": "string"}}
def test_last_property(self):
"""Test pruning the only/last parameter, should leave empty properties object."""
schema = {"properties": {"foo": {"type": "string"}}}
result = _prune_param(schema, "foo")
assert "properties" in result
assert result["properties"] == {}
def test_from_required(self):
"""Test pruning a parameter that's in the required list."""
schema = {
"properties": {"foo": {"type": "string"}, "bar": {"type": "integer"}},
"required": ["foo", "bar"],
}
result = _prune_param(schema, "bar")
assert result["required"] == ["foo"]
def test_last_required(self):
"""Test pruning the last required parameter, should remove required field."""
schema = {
"properties": {"foo": {"type": "string"}, "bar": {"type": "integer"}},
"required": ["foo"],
}
result = _prune_param(schema, "foo")
assert "required" not in result
class TestDereferenceRefs:
"""Tests for the dereference_refs function."""
def test_dereferences_simple_ref(self):
"""Test that simple $ref is dereferenced."""
schema = {
"properties": {
"foo": {"$ref": "#/$defs/foo_def"},
},
"$defs": {
"foo_def": {"type": "string"},
},
}
result = dereference_refs(schema)
# $ref should be inlined
assert result["properties"]["foo"] == {"type": "string"}
# $defs should be removed
assert "$defs" not in result
def test_dereferences_nested_refs(self):
"""Test that nested $refs are dereferenced."""
schema = {
"properties": {
"foo": {"$ref": "#/$defs/foo_def"},
},
"$defs": {
"foo_def": {
"type": "object",
"properties": {"nested": {"$ref": "#/$defs/nested_def"}},
},
"nested_def": {"type": "string"},
},
}
result = dereference_refs(schema)
# All refs should be inlined
assert result["properties"]["foo"]["properties"]["nested"] == {"type": "string"}
# $defs should be removed
assert "$defs" not in result
def test_falls_back_for_circular_refs(self):
"""Test that circular references fall back to resolve_root_ref."""
schema = {
"$defs": {
"Node": {
"type": "object",
"properties": {
"children": {
"type": "array",
"items": {"$ref": "#/$defs/Node"},
}
},
}
},
"$ref": "#/$defs/Node",
}
result = dereference_refs(schema)
# Should fall back to resolve_root_ref behavior
# Root should be resolved but nested refs preserved
assert result.get("type") == "object"
assert "$defs" in result # $defs preserved for circular refs
def test_preserves_sibling_keywords(self):
"""Test that sibling keywords (default, description) are preserved.
Pydantic places description, default, examples as siblings to $ref.
These should not be lost during dereferencing.
"""
schema = {
"$defs": {
"Status": {"type": "string", "enum": ["active", "inactive"]},
},
"properties": {
"status": {
"$ref": "#/$defs/Status",
"default": "active",
"description": "The user status",
},
},
"type": "object",
}
result = dereference_refs(schema)
# $ref should be inlined with siblings preserved
status = result["properties"]["status"]
assert status["type"] == "string"
assert status["enum"] == ["active", "inactive"]
assert status["default"] == "active"
assert status["description"] == "The user status"
# $defs should be removed
assert "$defs" not in result
def test_preserves_siblings_in_lists(self):
"""Test that siblings are preserved for $refs inside lists (allOf, anyOf, etc)."""
schema = {
"$defs": {
"StringType": {"type": "string"},
"IntType": {"type": "integer"},
},
"properties": {
"field": {
"anyOf": [
{"$ref": "#/$defs/StringType", "description": "As string"},
{"$ref": "#/$defs/IntType", "description": "As integer"},
]
},
},
}
result = dereference_refs(schema)
# Both items in anyOf should have their siblings preserved
any_of = result["properties"]["field"]["anyOf"]
assert any_of[0]["type"] == "string"
assert any_of[0]["description"] == "As string"
assert any_of[1]["type"] == "integer"
assert any_of[1]["description"] == "As integer"
assert "$defs" not in result
def test_preserves_nested_siblings(self):
"""Test that siblings on nested $refs are preserved."""
schema = {
"$defs": {
"Address": {
"type": "object",
"properties": {
"country": {"$ref": "#/$defs/Country", "default": "US"},
},
},
"Country": {"type": "string", "enum": ["US", "UK", "CA"]},
},
"properties": {
"home_address": {"$ref": "#/$defs/Address"},
},
}
result = dereference_refs(schema)
# The nested $ref's sibling (default) should be preserved
country = result["properties"]["home_address"]["properties"]["country"]
assert country["type"] == "string"
assert country["enum"] == ["US", "UK", "CA"]
assert country["default"] == "US"
assert "$defs" not in result
class TestCompressSchema:
"""Tests for the compress_schema function."""
def test_dereferences_by_default(self):
"""Test that compress_schema dereferences $refs by default."""
schema = {
"properties": {
"foo": {"$ref": "#/$defs/foo_def"},
},
"$defs": {
"foo_def": {"type": "string"},
},
}
result = compress_schema(schema)
# $ref should be inlined
assert result["properties"]["foo"] == {"type": "string"}
# $defs should be removed
assert "$defs" not in result
def test_prune_params(self):
"""Test pruning parameters with compress_schema."""
schema = {
"properties": {
"foo": {"type": "string"},
"bar": {"type": "integer"},
"baz": {"type": "boolean"},
},
"required": ["foo", "bar"],
}
result = compress_schema(schema, prune_params=["foo", "baz"])
assert result["properties"] == {"bar": {"type": "integer"}}
assert result["required"] == ["bar"]
def test_pruning_additional_properties(self):
"""Test pruning additionalProperties when False."""
schema = {
"type": "object",
"properties": {"foo": {"type": "string"}},
"additionalProperties": False,
}
result = compress_schema(schema)
assert "additionalProperties" not in result
def test_disable_pruning_additional_properties(self):
"""Test disabling pruning of additionalProperties."""
schema = {
"type": "object",
"properties": {"foo": {"type": "string"}},
"additionalProperties": False,
}
result = compress_schema(schema, prune_additional_properties=False)
assert "additionalProperties" in result
assert result["additionalProperties"] is False
def test_combined_operations(self):
"""Test all pruning operations together."""
schema = {
"type": "object",
"properties": {
"keep": {"type": "string"},
"remove": {"$ref": "#/$defs/remove_def"},
},
"required": ["keep", "remove"],
"additionalProperties": False,
"$defs": {
"remove_def": {"type": "string"},
"unused_def": {"type": "number"},
},
}
result = compress_schema(schema, prune_params=["remove"])
# Check that parameter was removed
assert "remove" not in result["properties"]
# Check that required list was updated
assert result["required"] == ["keep"]
# Check that $defs was removed (dereferenced)
assert "$defs" not in result
# Check that additionalProperties was removed
assert "additionalProperties" not in result
def test_prune_titles(self):
"""Test pruning title fields."""
schema = {
"title": "Root Schema",
"type": "object",
"properties": {
"foo": {"title": "Foo Property", "type": "string"},
"bar": {
"title": "Bar Property",
"type": "object",
"properties": {
"nested": {"title": "Nested Property", "type": "string"}
},
},
},
}
result = compress_schema(schema, prune_titles=True)
assert "title" not in result
assert "title" not in result["properties"]["foo"]
assert "title" not in result["properties"]["bar"]
assert "title" not in result["properties"]["bar"]["properties"]["nested"]
def test_prune_nested_additional_properties(self):
"""Test pruning additionalProperties: false at all levels."""
schema = {
"type": "object",
"additionalProperties": False,
"properties": {
"foo": {
"type": "object",
"additionalProperties": False,
"properties": {
"nested": {
"type": "object",
"additionalProperties": False,
}
},
},
},
}
result = compress_schema(schema)
assert "additionalProperties" not in result
assert "additionalProperties" not in result["properties"]["foo"]
assert (
"additionalProperties"
not in result["properties"]["foo"]["properties"]["nested"]
)
def test_title_pruning_preserves_parameter_named_title(self):
"""Test that a parameter named 'title' is not removed during title pruning.
This is a critical edge case - we want to remove title metadata but preserve
actual parameters that happen to be named 'title'.
"""
from typing import Annotated
from pydantic import Field, TypeAdapter
def greet(
name: Annotated[str, Field(description="The name to greet")],
title: Annotated[str, Field(description="Optional title", default="")],
) -> str:
"""A greeting function."""
return f"Hello {title} {name}"
adapter = TypeAdapter(greet)
schema = adapter.json_schema()
# Compress with title pruning
compressed = compress_schema(schema, prune_titles=True)
# The 'title' parameter should be preserved
assert "title" in compressed["properties"]
assert compressed["properties"]["title"]["description"] == "Optional title"
assert compressed["properties"]["title"]["default"] == ""
# But title metadata should be removed
assert "title" not in compressed["properties"]["name"]
assert "title" not in compressed["properties"]["title"]
def test_title_pruning_with_nested_properties(self):
"""Test that nested property structures are handled correctly."""
schema = {
"type": "object",
"title": "OuterObject",
"properties": {
"title": { # This is a property named "title", not metadata
"type": "object",
"title": "TitleObject", # This is metadata
"properties": {
"subtitle": {
"type": "string",
"title": "SubTitle", # This is metadata
}
},
},
"normal_field": {
"type": "string",
"title": "NormalField", # This is metadata
},
},
}
compressed = compress_schema(schema, prune_titles=True)
# Root title should be removed
assert "title" not in compressed
# The property named "title" should be preserved
assert "title" in compressed["properties"]
# But its metadata title should be removed
assert "title" not in compressed["properties"]["title"]
# Nested metadata titles should be removed
assert (
"title" not in compressed["properties"]["title"]["properties"]["subtitle"]
)
assert "title" not in compressed["properties"]["normal_field"]
class TestResolveRootRef:
"""Tests for the resolve_root_ref function.
This function resolves $ref at root level to meet MCP spec requirements.
MCP specification requires outputSchema to have "type": "object" at root.
"""
def test_resolves_simple_root_ref(self):
"""Test that simple $ref at root is resolved."""
schema = {
"$defs": {
"Node": {
"type": "object",
"properties": {
"id": {"type": "string"},
"name": {"type": "string"},
},
"required": ["id"],
}
},
"$ref": "#/$defs/Node",
}
result = resolve_root_ref(schema)
# Should have type: object at root now
assert result.get("type") == "object"
assert "properties" in result
assert "id" in result["properties"]
assert "name" in result["properties"]
# Should still have $defs for nested references
assert "$defs" in result
# Should NOT have $ref at root
assert "$ref" not in result
def test_resolves_self_referential_model(self):
"""Test resolving schema for self-referential models like Issue."""
# This is the exact schema Pydantic generates for self-referential models
schema = {
"$defs": {
"Issue": {
"type": "object",
"properties": {
"id": {"type": "string"},
"title": {"type": "string"},
"dependencies": {
"type": "array",
"items": {"$ref": "#/$defs/Issue"},
},
"dependents": {
"type": "array",
"items": {"$ref": "#/$defs/Issue"},
},
},
"required": ["id", "title"],
}
},
"$ref": "#/$defs/Issue",
}
result = resolve_root_ref(schema)
# Should have type: object at root
assert result.get("type") == "object"
assert "properties" in result
assert "id" in result["properties"]
assert "dependencies" in result["properties"]
# Nested $refs should still point to $defs
assert result["properties"]["dependencies"]["items"]["$ref"] == "#/$defs/Issue"
# Should have $defs preserved for nested references
assert "$defs" in result
assert "Issue" in result["$defs"]
def test_does_not_modify_schema_with_type_at_root(self):
"""Test that schemas already having type at root are not modified."""
schema = {
"type": "object",
"properties": {"id": {"type": "string"}},
"$defs": {"SomeType": {"type": "string"}},
"$ref": "#/$defs/SomeType", # This would be unusual but possible
}
result = resolve_root_ref(schema)
# Schema should be unchanged (returned as-is)
assert result is schema
def test_does_not_modify_schema_without_ref(self):
"""Test that schemas without $ref are not modified."""
schema = {
"type": "object",
"properties": {"id": {"type": "string"}},
}
result = resolve_root_ref(schema)
assert result is schema
def test_does_not_modify_schema_without_defs(self):
"""Test that schemas with $ref but without $defs are not modified."""
schema = {
"$ref": "#/$defs/Missing",
}
result = resolve_root_ref(schema)
assert result is schema
def test_does_not_modify_external_ref(self):
"""Test that external $refs (not pointing to $defs) are not resolved."""
schema = {
"$defs": {"Node": {"type": "object"}},
"$ref": "https://example.com/schema.json#/definitions/Node",
}
result = resolve_root_ref(schema)
assert result is schema
def test_preserves_all_defs_for_nested_references(self):
"""Test that $defs are preserved even if multiple definitions exist."""
schema = {
"$defs": {
"Node": {
"type": "object",
"properties": {
"child": {"$ref": "#/$defs/ChildNode"},
},
},
"ChildNode": {
"type": "object",
"properties": {"value": {"type": "string"}},
},
},
"$ref": "#/$defs/Node",
}
result = resolve_root_ref(schema)
# Both defs should be preserved
assert "$defs" in result
assert "Node" in result["$defs"]
assert "ChildNode" in result["$defs"]
def test_handles_missing_def_gracefully(self):
"""Test that missing definition in $defs doesn't cause error."""
schema = {
"$defs": {"OtherType": {"type": "string"}},
"$ref": "#/$defs/Missing",
}
result = resolve_root_ref(schema)
# Should return original schema unchanged
assert result is schema