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Jeremiah Lowin commited on
Commit ·
112de41
1
Parent(s): 5050a56
ensure all json schemas are compressed
Browse files
src/fastmcp/prompts/prompt.py
CHANGED
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@@ -13,7 +13,7 @@ from mcp.types import PromptArgument as MCPPromptArgument
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from pydantic import BaseModel, BeforeValidator, Field, TypeAdapter, validate_call
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from fastmcp.server.dependencies import get_context
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-
from fastmcp.utilities.json_schema import
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from fastmcp.utilities.logging import get_logger
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from fastmcp.utilities.types import (
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_convert_set_defaults,
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@@ -115,7 +115,11 @@ class Prompt(BaseModel):
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context_kwarg = find_kwarg_by_type(fn, kwarg_type=Context)
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if context_kwarg:
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-
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# Convert parameters to PromptArguments
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arguments: list[PromptArgument] = []
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from pydantic import BaseModel, BeforeValidator, Field, TypeAdapter, validate_call
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from fastmcp.server.dependencies import get_context
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+
from fastmcp.utilities.json_schema import compress_schema
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from fastmcp.utilities.logging import get_logger
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from fastmcp.utilities.types import (
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_convert_set_defaults,
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context_kwarg = find_kwarg_by_type(fn, kwarg_type=Context)
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if context_kwarg:
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prune_params = [context_kwarg]
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else:
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prune_params = None
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parameters = compress_schema(parameters, prune_params=prune_params)
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# Convert parameters to PromptArguments
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arguments: list[PromptArgument] = []
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src/fastmcp/resources/template.py
CHANGED
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@@ -21,6 +21,7 @@ from pydantic import (
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from fastmcp.resources.types import FunctionResource, Resource
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from fastmcp.server.dependencies import get_context
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from fastmcp.utilities.types import (
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_convert_set_defaults,
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find_kwarg_by_type,
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@@ -150,6 +151,10 @@ class ResourceTemplate(BaseModel):
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# Get schema from TypeAdapter - will fail if function isn't properly typed
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parameters = TypeAdapter(fn).json_schema()
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# ensure the arguments are properly cast
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fn = validate_call(fn)
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from fastmcp.resources.types import FunctionResource, Resource
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from fastmcp.server.dependencies import get_context
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+
from fastmcp.utilities.json_schema import compress_schema
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from fastmcp.utilities.types import (
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_convert_set_defaults,
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find_kwarg_by_type,
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# Get schema from TypeAdapter - will fail if function isn't properly typed
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parameters = TypeAdapter(fn).json_schema()
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# compress the schema
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prune_params = [context_kwarg] if context_kwarg else None
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parameters = compress_schema(parameters, prune_params=prune_params)
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# ensure the arguments are properly cast
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fn = validate_call(fn)
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src/fastmcp/tools/tool.py
CHANGED
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@@ -12,7 +12,7 @@ from pydantic import BaseModel, BeforeValidator, Field
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import fastmcp
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from fastmcp.server.dependencies import get_context
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-
from fastmcp.utilities.json_schema import
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from fastmcp.utilities.logging import get_logger
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from fastmcp.utilities.types import (
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Image,
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@@ -81,7 +81,11 @@ class Tool(BaseModel):
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context_kwarg = find_kwarg_by_type(fn, kwarg_type=Context)
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if context_kwarg:
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-
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return cls(
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fn=fn,
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import fastmcp
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from fastmcp.server.dependencies import get_context
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+
from fastmcp.utilities.json_schema import compress_schema
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from fastmcp.utilities.logging import get_logger
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from fastmcp.utilities.types import (
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Image,
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context_kwarg = find_kwarg_by_type(fn, kwarg_type=Context)
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if context_kwarg:
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prune_params = [context_kwarg]
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else:
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prune_params = None
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schema = compress_schema(schema, prune_params=prune_params)
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return cls(
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fn=fn,
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tests/utilities/test_json_schema.py
CHANGED
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@@ -1,110 +1,246 @@
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from fastmcp.utilities.json_schema import
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-
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def
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"properties"
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result = _prune_param(schema, "bar")
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assert "bar_def" not in result["$defs"]
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assert "foo_def" in result["$defs"]
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def test_prune_param_all_refs():
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"""Test pruning all parameters with refs, should remove $defs."""
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schema = {
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"properties": {
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"foo": {"$ref": "#/$defs/foo_def"},
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},
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"$defs": {
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"foo_def": {"type": "string"},
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},
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}
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result = _prune_param(schema, "foo")
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assert "$defs" not in result
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def test_prune_params_multiple():
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"""Test pruning multiple parameters at once."""
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schema = {
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"properties": {
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"foo": {"type": "string"},
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"bar": {"type": "integer"},
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"baz": {"type": "boolean"},
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},
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"required": ["foo", "bar"],
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}
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result = prune_params(schema, ["foo", "baz"])
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assert result["properties"] == {"bar": {"type": "integer"}}
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assert result["required"] == ["bar"]
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def test_prune_params_nested_refs():
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"""Test pruning with nested references."""
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schema = {
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"properties": {
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"foo": {
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"type": "object",
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"properties": {"nested": {"$ref": "#/$defs/nested_def"}},
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},
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"
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from fastmcp.utilities.json_schema import (
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_prune_additional_properties,
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_prune_param,
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_prune_unused_defs,
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compress_schema,
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)
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class TestPruneParam:
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"""Tests for the _prune_param function."""
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def test_nonexistent(self):
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"""Test pruning a parameter that doesn't exist."""
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schema = {"properties": {"foo": {"type": "string"}}}
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result = _prune_param(schema, "bar")
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assert result == schema # Schema should be unchanged
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def test_exists(self):
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"""Test pruning a parameter that exists."""
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schema = {"properties": {"foo": {"type": "string"}, "bar": {"type": "integer"}}}
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result = _prune_param(schema, "bar")
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assert result["properties"] == {"foo": {"type": "string"}}
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def test_last_property(self):
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"""Test pruning the only/last parameter, should leave empty properties object."""
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schema = {"properties": {"foo": {"type": "string"}}}
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result = _prune_param(schema, "foo")
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assert "properties" in result
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assert result["properties"] == {}
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def test_from_required(self):
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"""Test pruning a parameter that's in the required list."""
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schema = {
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"properties": {"foo": {"type": "string"}, "bar": {"type": "integer"}},
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"required": ["foo", "bar"],
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}
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result = _prune_param(schema, "bar")
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assert result["required"] == ["foo"]
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+
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def test_last_required(self):
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"""Test pruning the last required parameter, should remove required field."""
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schema = {
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"properties": {"foo": {"type": "string"}, "bar": {"type": "integer"}},
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"required": ["foo"],
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}
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result = _prune_param(schema, "foo")
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assert "required" not in result
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class TestPruneUnusedDefs:
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"""Tests for the _prune_unused_defs function."""
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+
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def test_removes_unreferenced_defs(self):
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"""Test that unreferenced definitions are removed."""
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schema = {
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"properties": {
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"foo": {"$ref": "#/$defs/foo_def"},
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},
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"$defs": {
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"foo_def": {"type": "string"},
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"unused_def": {"type": "integer"},
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},
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}
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result = _prune_unused_defs(schema)
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assert "foo_def" in result["$defs"]
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assert "unused_def" not in result["$defs"]
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+
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+
def test_nested_references_kept(self):
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"""Test that definitions referenced via nesting are kept."""
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schema = {
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"properties": {
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"foo": {"$ref": "#/$defs/foo_def"},
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},
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| 74 |
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"$defs": {
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| 75 |
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"foo_def": {
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"type": "object",
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"properties": {"nested": {"$ref": "#/$defs/nested_def"}},
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},
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"nested_def": {"type": "string"},
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"unused_def": {"type": "integer"},
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},
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}
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result = _prune_unused_defs(schema)
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assert "foo_def" in result["$defs"]
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| 85 |
+
assert "nested_def" in result["$defs"]
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+
assert "unused_def" not in result["$defs"]
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+
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+
def test_array_references_kept(self):
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| 89 |
+
"""Test that definitions referenced in array items are kept."""
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| 90 |
+
schema = {
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| 91 |
+
"properties": {
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| 92 |
+
"items": {"type": "array", "items": {"$ref": "#/$defs/item_def"}},
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| 93 |
+
},
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| 94 |
+
"$defs": {
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| 95 |
+
"item_def": {"type": "string"},
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| 96 |
+
"unused_def": {"type": "integer"},
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| 97 |
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},
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| 98 |
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}
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result = _prune_unused_defs(schema)
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| 100 |
+
assert "item_def" in result["$defs"]
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| 101 |
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assert "unused_def" not in result["$defs"]
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+
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+
def test_removes_defs_field_when_empty(self):
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| 104 |
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"""Test that $defs field is removed when all definitions are unused."""
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| 105 |
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schema = {
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| 106 |
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"properties": {
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| 107 |
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"foo": {"type": "string"},
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| 108 |
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},
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| 109 |
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"$defs": {
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| 110 |
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"unused_def": {"type": "integer"},
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},
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}
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| 113 |
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result = _prune_unused_defs(schema)
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| 114 |
+
assert "$defs" not in result
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+
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| 117 |
+
class TestPruneAdditionalProperties:
|
| 118 |
+
"""Tests for the _prune_additional_properties function."""
|
| 119 |
+
|
| 120 |
+
def test_removes_when_false(self):
|
| 121 |
+
"""Test that additionalProperties is removed when it's false."""
|
| 122 |
+
schema = {
|
| 123 |
+
"type": "object",
|
| 124 |
+
"properties": {"foo": {"type": "string"}},
|
| 125 |
+
"additionalProperties": False,
|
| 126 |
+
}
|
| 127 |
+
result = _prune_additional_properties(schema)
|
| 128 |
+
assert "additionalProperties" not in result
|
| 129 |
+
|
| 130 |
+
def test_keeps_when_true(self):
|
| 131 |
+
"""Test that additionalProperties is kept when it's true."""
|
| 132 |
+
schema = {
|
| 133 |
+
"type": "object",
|
| 134 |
+
"properties": {"foo": {"type": "string"}},
|
| 135 |
+
"additionalProperties": True,
|
| 136 |
+
}
|
| 137 |
+
result = _prune_additional_properties(schema)
|
| 138 |
+
assert "additionalProperties" in result
|
| 139 |
+
assert result["additionalProperties"] is True
|
| 140 |
+
|
| 141 |
+
def test_keeps_when_object(self):
|
| 142 |
+
"""Test that additionalProperties is kept when it's an object schema."""
|
| 143 |
+
schema = {
|
| 144 |
+
"type": "object",
|
| 145 |
+
"properties": {"foo": {"type": "string"}},
|
| 146 |
+
"additionalProperties": {"type": "string"},
|
| 147 |
+
}
|
| 148 |
+
result = _prune_additional_properties(schema)
|
| 149 |
+
assert "additionalProperties" in result
|
| 150 |
+
assert result["additionalProperties"] == {"type": "string"}
|
| 151 |
+
|
| 152 |
+
|
| 153 |
+
class TestCompressSchema:
|
| 154 |
+
"""Tests for the compress_schema function."""
|
| 155 |
+
|
| 156 |
+
def test_prune_params(self):
|
| 157 |
+
"""Test pruning parameters with compress_schema."""
|
| 158 |
+
schema = {
|
| 159 |
+
"properties": {
|
| 160 |
+
"foo": {"type": "string"},
|
| 161 |
+
"bar": {"type": "integer"},
|
| 162 |
+
"baz": {"type": "boolean"},
|
| 163 |
+
},
|
| 164 |
+
"required": ["foo", "bar"],
|
| 165 |
+
}
|
| 166 |
+
result = compress_schema(schema, prune_params=["foo", "baz"])
|
| 167 |
+
assert result["properties"] == {"bar": {"type": "integer"}}
|
| 168 |
+
assert result["required"] == ["bar"]
|
| 169 |
+
|
| 170 |
+
def test_prune_defs(self):
|
| 171 |
+
"""Test pruning unused definitions with compress_schema."""
|
| 172 |
+
schema = {
|
| 173 |
+
"properties": {
|
| 174 |
+
"foo": {"$ref": "#/$defs/foo_def"},
|
| 175 |
+
"bar": {"type": "integer"},
|
| 176 |
+
},
|
| 177 |
+
"$defs": {
|
| 178 |
+
"foo_def": {"type": "string"},
|
| 179 |
+
"unused_def": {"type": "number"},
|
| 180 |
+
},
|
| 181 |
+
}
|
| 182 |
+
result = compress_schema(schema)
|
| 183 |
+
assert "foo_def" in result["$defs"]
|
| 184 |
+
assert "unused_def" not in result["$defs"]
|
| 185 |
+
|
| 186 |
+
def test_disable_prune_defs(self):
|
| 187 |
+
"""Test disabling pruning of unused definitions."""
|
| 188 |
+
schema = {
|
| 189 |
+
"properties": {
|
| 190 |
+
"foo": {"$ref": "#/$defs/foo_def"},
|
| 191 |
+
"bar": {"type": "integer"},
|
| 192 |
+
},
|
| 193 |
+
"$defs": {
|
| 194 |
+
"foo_def": {"type": "string"},
|
| 195 |
+
"unused_def": {"type": "number"},
|
| 196 |
+
},
|
| 197 |
+
}
|
| 198 |
+
result = compress_schema(schema, prune_defs=False)
|
| 199 |
+
assert "foo_def" in result["$defs"]
|
| 200 |
+
assert "unused_def" in result["$defs"]
|
| 201 |
+
|
| 202 |
+
def test_pruning_additional_properties(self):
|
| 203 |
+
"""Test pruning additionalProperties when False."""
|
| 204 |
+
schema = {
|
| 205 |
+
"type": "object",
|
| 206 |
+
"properties": {"foo": {"type": "string"}},
|
| 207 |
+
"additionalProperties": False,
|
| 208 |
+
}
|
| 209 |
+
result = compress_schema(schema)
|
| 210 |
+
assert "additionalProperties" not in result
|
| 211 |
+
|
| 212 |
+
def test_disable_pruning_additional_properties(self):
|
| 213 |
+
"""Test disabling pruning of additionalProperties."""
|
| 214 |
+
schema = {
|
| 215 |
+
"type": "object",
|
| 216 |
+
"properties": {"foo": {"type": "string"}},
|
| 217 |
+
"additionalProperties": False,
|
| 218 |
+
}
|
| 219 |
+
result = compress_schema(schema, prune_additional_properties=False)
|
| 220 |
+
assert "additionalProperties" in result
|
| 221 |
+
assert result["additionalProperties"] is False
|
| 222 |
+
|
| 223 |
+
def test_combined_operations(self):
|
| 224 |
+
"""Test all pruning operations together."""
|
| 225 |
+
schema = {
|
| 226 |
+
"type": "object",
|
| 227 |
+
"properties": {
|
| 228 |
+
"keep": {"type": "string"},
|
| 229 |
+
"remove": {"$ref": "#/$defs/remove_def"},
|
| 230 |
+
},
|
| 231 |
+
"required": ["keep", "remove"],
|
| 232 |
+
"additionalProperties": False,
|
| 233 |
+
"$defs": {
|
| 234 |
+
"remove_def": {"type": "string"},
|
| 235 |
+
"unused_def": {"type": "number"},
|
| 236 |
+
},
|
| 237 |
+
}
|
| 238 |
+
result = compress_schema(schema, prune_params=["remove"])
|
| 239 |
+
# Check that parameter was removed
|
| 240 |
+
assert "remove" not in result["properties"]
|
| 241 |
+
# Check that required list was updated
|
| 242 |
+
assert result["required"] == ["keep"]
|
| 243 |
+
# Check that unused definitions were removed
|
| 244 |
+
assert "$defs" not in result # Both defs should be gone
|
| 245 |
+
# Check that additionalProperties was removed
|
| 246 |
+
assert "additionalProperties" not in result
|
tests/utilities/test_typeadapter.py
CHANGED
|
@@ -13,7 +13,7 @@ import annotated_types
|
|
| 13 |
import pytest
|
| 14 |
from pydantic import BaseModel, Field
|
| 15 |
|
| 16 |
-
from fastmcp.utilities.json_schema import
|
| 17 |
from fastmcp.utilities.types import get_cached_typeadapter
|
| 18 |
|
| 19 |
|
|
@@ -175,7 +175,7 @@ def test_skip_names():
|
|
| 175 |
# Get schema and prune parameters
|
| 176 |
type_adapter = get_cached_typeadapter(func_with_many_params)
|
| 177 |
schema = type_adapter.json_schema()
|
| 178 |
-
pruned_schema =
|
| 179 |
|
| 180 |
# Check that only the desired parameters remain
|
| 181 |
assert "keep_this" in pruned_schema["properties"]
|
|
|
|
| 13 |
import pytest
|
| 14 |
from pydantic import BaseModel, Field
|
| 15 |
|
| 16 |
+
from fastmcp.utilities.json_schema import compress_schema
|
| 17 |
from fastmcp.utilities.types import get_cached_typeadapter
|
| 18 |
|
| 19 |
|
|
|
|
| 175 |
# Get schema and prune parameters
|
| 176 |
type_adapter = get_cached_typeadapter(func_with_many_params)
|
| 177 |
schema = type_adapter.json_schema()
|
| 178 |
+
pruned_schema = compress_schema(schema, prune_params=["skip_this", "also_skip"])
|
| 179 |
|
| 180 |
# Check that only the desired parameters remain
|
| 181 |
assert "keep_this" in pruned_schema["properties"]
|