mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-10-04 04:04:14 +00:00
feat(tools): use { input_schema, output_schema } for ToolDefinition
This commit is contained in:
parent
42414a1a1b
commit
139320e19f
20 changed files with 1989 additions and 386 deletions
297
tests/unit/tools/test_tools_json_schema.py
Normal file
297
tests/unit/tools/test_tools_json_schema.py
Normal file
|
@ -0,0 +1,297 @@
|
|||
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
||||
# All rights reserved.
|
||||
#
|
||||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
"""
|
||||
Unit tests for JSON Schema-based tool definitions.
|
||||
Tests the new input_schema and output_schema fields.
|
||||
"""
|
||||
|
||||
from pydantic import ValidationError
|
||||
|
||||
from llama_stack.apis.tools import ToolDef
|
||||
from llama_stack.models.llama.datatypes import BuiltinTool, ToolDefinition
|
||||
|
||||
|
||||
class TestToolDefValidation:
|
||||
"""Test ToolDef validation with JSON Schema."""
|
||||
|
||||
def test_simple_input_schema(self):
|
||||
"""Test ToolDef with simple input schema."""
|
||||
tool = ToolDef(
|
||||
name="get_weather",
|
||||
description="Get weather information",
|
||||
input_schema={
|
||||
"type": "object",
|
||||
"properties": {"location": {"type": "string", "description": "City name"}},
|
||||
"required": ["location"],
|
||||
},
|
||||
)
|
||||
|
||||
assert tool.name == "get_weather"
|
||||
assert tool.input_schema["type"] == "object"
|
||||
assert "location" in tool.input_schema["properties"]
|
||||
assert tool.output_schema is None
|
||||
|
||||
def test_input_and_output_schema(self):
|
||||
"""Test ToolDef with both input and output schemas."""
|
||||
tool = ToolDef(
|
||||
name="calculate",
|
||||
description="Perform calculation",
|
||||
input_schema={
|
||||
"type": "object",
|
||||
"properties": {"x": {"type": "number"}, "y": {"type": "number"}},
|
||||
"required": ["x", "y"],
|
||||
},
|
||||
output_schema={"type": "object", "properties": {"result": {"type": "number"}}, "required": ["result"]},
|
||||
)
|
||||
|
||||
assert tool.input_schema is not None
|
||||
assert tool.output_schema is not None
|
||||
assert "result" in tool.output_schema["properties"]
|
||||
|
||||
def test_schema_with_refs_and_defs(self):
|
||||
"""Test that $ref and $defs are preserved in schemas."""
|
||||
tool = ToolDef(
|
||||
name="book_flight",
|
||||
description="Book a flight",
|
||||
input_schema={
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"flight": {"$ref": "#/$defs/FlightInfo"},
|
||||
"passengers": {"type": "array", "items": {"$ref": "#/$defs/Passenger"}},
|
||||
},
|
||||
"$defs": {
|
||||
"FlightInfo": {
|
||||
"type": "object",
|
||||
"properties": {"from": {"type": "string"}, "to": {"type": "string"}},
|
||||
},
|
||||
"Passenger": {
|
||||
"type": "object",
|
||||
"properties": {"name": {"type": "string"}, "age": {"type": "integer"}},
|
||||
},
|
||||
},
|
||||
},
|
||||
)
|
||||
|
||||
# Verify $defs are preserved
|
||||
assert "$defs" in tool.input_schema
|
||||
assert "FlightInfo" in tool.input_schema["$defs"]
|
||||
assert "Passenger" in tool.input_schema["$defs"]
|
||||
|
||||
# Verify $ref are preserved
|
||||
assert tool.input_schema["properties"]["flight"]["$ref"] == "#/$defs/FlightInfo"
|
||||
assert tool.input_schema["properties"]["passengers"]["items"]["$ref"] == "#/$defs/Passenger"
|
||||
|
||||
def test_output_schema_with_refs(self):
|
||||
"""Test that output_schema also supports $ref and $defs."""
|
||||
tool = ToolDef(
|
||||
name="search",
|
||||
description="Search for items",
|
||||
input_schema={"type": "object", "properties": {"query": {"type": "string"}}},
|
||||
output_schema={
|
||||
"type": "object",
|
||||
"properties": {"results": {"type": "array", "items": {"$ref": "#/$defs/SearchResult"}}},
|
||||
"$defs": {
|
||||
"SearchResult": {
|
||||
"type": "object",
|
||||
"properties": {"title": {"type": "string"}, "score": {"type": "number"}},
|
||||
}
|
||||
},
|
||||
},
|
||||
)
|
||||
|
||||
assert "$defs" in tool.output_schema
|
||||
assert "SearchResult" in tool.output_schema["$defs"]
|
||||
|
||||
def test_complex_json_schema_features(self):
|
||||
"""Test various JSON Schema features are preserved."""
|
||||
tool = ToolDef(
|
||||
name="complex_tool",
|
||||
description="Tool with complex schema",
|
||||
input_schema={
|
||||
"type": "object",
|
||||
"properties": {
|
||||
# anyOf
|
||||
"contact": {
|
||||
"anyOf": [
|
||||
{"type": "string", "format": "email"},
|
||||
{"type": "string", "pattern": "^\\+?[0-9]{10,15}$"},
|
||||
]
|
||||
},
|
||||
# enum
|
||||
"status": {"type": "string", "enum": ["pending", "approved", "rejected"]},
|
||||
# nested objects
|
||||
"address": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"street": {"type": "string"},
|
||||
"city": {"type": "string"},
|
||||
"zipcode": {"type": "string", "pattern": "^[0-9]{5}$"},
|
||||
},
|
||||
"required": ["street", "city"],
|
||||
},
|
||||
# array with constraints
|
||||
"tags": {
|
||||
"type": "array",
|
||||
"items": {"type": "string"},
|
||||
"minItems": 1,
|
||||
"maxItems": 10,
|
||||
"uniqueItems": True,
|
||||
},
|
||||
},
|
||||
},
|
||||
)
|
||||
|
||||
# Verify anyOf
|
||||
assert "anyOf" in tool.input_schema["properties"]["contact"]
|
||||
|
||||
# Verify enum
|
||||
assert tool.input_schema["properties"]["status"]["enum"] == ["pending", "approved", "rejected"]
|
||||
|
||||
# Verify nested object
|
||||
assert tool.input_schema["properties"]["address"]["type"] == "object"
|
||||
assert "zipcode" in tool.input_schema["properties"]["address"]["properties"]
|
||||
|
||||
# Verify array constraints
|
||||
tags_schema = tool.input_schema["properties"]["tags"]
|
||||
assert tags_schema["minItems"] == 1
|
||||
assert tags_schema["maxItems"] == 10
|
||||
assert tags_schema["uniqueItems"] is True
|
||||
|
||||
def test_invalid_json_schema_raises_error(self):
|
||||
"""Test that invalid JSON Schema raises validation error."""
|
||||
# TODO: This test will pass once we add schema validation
|
||||
# For now, Pydantic accepts any dict, so this is a placeholder
|
||||
|
||||
# This should eventually raise an error due to invalid schema
|
||||
try:
|
||||
ToolDef(
|
||||
name="bad_tool",
|
||||
input_schema={
|
||||
"type": "invalid_type", # Not a valid JSON Schema type
|
||||
"properties": "not_an_object", # Should be an object
|
||||
},
|
||||
)
|
||||
# For now this passes, but shouldn't after we add validation
|
||||
except ValidationError:
|
||||
pass # Expected once validation is added
|
||||
|
||||
|
||||
class TestToolDefinitionValidation:
|
||||
"""Test ToolDefinition (internal) validation with JSON Schema."""
|
||||
|
||||
def test_simple_tool_definition(self):
|
||||
"""Test ToolDefinition with simple schema."""
|
||||
tool = ToolDefinition(
|
||||
tool_name="get_time",
|
||||
description="Get current time",
|
||||
input_schema={"type": "object", "properties": {"timezone": {"type": "string"}}},
|
||||
)
|
||||
|
||||
assert tool.tool_name == "get_time"
|
||||
assert tool.input_schema is not None
|
||||
|
||||
def test_builtin_tool_with_schema(self):
|
||||
"""Test ToolDefinition with BuiltinTool enum."""
|
||||
tool = ToolDefinition(
|
||||
tool_name=BuiltinTool.code_interpreter,
|
||||
description="Run Python code",
|
||||
input_schema={"type": "object", "properties": {"code": {"type": "string"}}, "required": ["code"]},
|
||||
output_schema={"type": "object", "properties": {"output": {"type": "string"}, "error": {"type": "string"}}},
|
||||
)
|
||||
|
||||
assert isinstance(tool.tool_name, BuiltinTool)
|
||||
assert tool.input_schema is not None
|
||||
assert tool.output_schema is not None
|
||||
|
||||
def test_tool_definition_with_refs(self):
|
||||
"""Test ToolDefinition preserves $ref/$defs."""
|
||||
tool = ToolDefinition(
|
||||
tool_name="process_data",
|
||||
input_schema={
|
||||
"type": "object",
|
||||
"properties": {"data": {"$ref": "#/$defs/DataObject"}},
|
||||
"$defs": {
|
||||
"DataObject": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {"type": "integer"},
|
||||
"values": {"type": "array", "items": {"type": "number"}},
|
||||
},
|
||||
}
|
||||
},
|
||||
},
|
||||
)
|
||||
|
||||
assert "$defs" in tool.input_schema
|
||||
assert tool.input_schema["properties"]["data"]["$ref"] == "#/$defs/DataObject"
|
||||
|
||||
|
||||
class TestSchemaEquivalence:
|
||||
"""Test that schemas remain unchanged through serialization."""
|
||||
|
||||
def test_schema_roundtrip(self):
|
||||
"""Test that schemas survive model_dump/model_validate roundtrip."""
|
||||
original = ToolDef(
|
||||
name="test",
|
||||
input_schema={
|
||||
"type": "object",
|
||||
"properties": {"x": {"$ref": "#/$defs/X"}},
|
||||
"$defs": {"X": {"type": "string"}},
|
||||
},
|
||||
)
|
||||
|
||||
# Serialize and deserialize
|
||||
dumped = original.model_dump()
|
||||
restored = ToolDef(**dumped)
|
||||
|
||||
# Schemas should be identical
|
||||
assert restored.input_schema == original.input_schema
|
||||
assert "$defs" in restored.input_schema
|
||||
assert restored.input_schema["properties"]["x"]["$ref"] == "#/$defs/X"
|
||||
|
||||
def test_json_serialization(self):
|
||||
"""Test JSON serialization preserves schema."""
|
||||
import json
|
||||
|
||||
tool = ToolDef(
|
||||
name="test",
|
||||
input_schema={
|
||||
"type": "object",
|
||||
"properties": {"a": {"type": "string"}},
|
||||
"$defs": {"T": {"type": "number"}},
|
||||
},
|
||||
output_schema={"type": "object", "properties": {"b": {"$ref": "#/$defs/T"}}},
|
||||
)
|
||||
|
||||
# Serialize to JSON and back
|
||||
json_str = tool.model_dump_json()
|
||||
parsed = json.loads(json_str)
|
||||
restored = ToolDef(**parsed)
|
||||
|
||||
assert restored.input_schema == tool.input_schema
|
||||
assert restored.output_schema == tool.output_schema
|
||||
assert "$defs" in restored.input_schema
|
||||
|
||||
|
||||
class TestBackwardsCompatibility:
|
||||
"""Test handling of legacy code patterns."""
|
||||
|
||||
def test_none_schemas(self):
|
||||
"""Test tools with no schemas (legacy case)."""
|
||||
tool = ToolDef(name="legacy_tool", description="Tool without schemas", input_schema=None, output_schema=None)
|
||||
|
||||
assert tool.input_schema is None
|
||||
assert tool.output_schema is None
|
||||
|
||||
def test_metadata_preserved(self):
|
||||
"""Test that metadata field still works."""
|
||||
tool = ToolDef(
|
||||
name="test", input_schema={"type": "object"}, metadata={"endpoint": "http://example.com", "version": "1.0"}
|
||||
)
|
||||
|
||||
assert tool.metadata["endpoint"] == "http://example.com"
|
||||
assert tool.metadata["version"] == "1.0"
|
Loading…
Add table
Add a link
Reference in a new issue