from arcade.sdk import ToolCatalog from arcade.sdk.eval import ( BinaryCritic, EvalRubric, EvalSuite, ExpectedToolCall, tool_eval, ) import arcade_dropbox from arcade_dropbox.critics import DropboxPathCritic from arcade_dropbox.tools.files import download_file rubric = EvalRubric( fail_threshold=0.8, warn_threshold=0.9, ) catalog = ToolCatalog() catalog.add_module(arcade_dropbox) @tool_eval() def download_file_eval_suite() -> EvalSuite: """Create an evaluation suite for the download_file tool.""" suite = EvalSuite( name="download_file", system_message="You are an AI assistant that can interact with files and folders in Dropbox using the provided tools.", catalog=catalog, rubric=rubric, ) suite.add_case( name="Download file in the root folder by file path", user_message="Download the file test.txt from Dropbox", expected_tool_calls=[ ExpectedToolCall( func=download_file, args={ "file_path": "test.txt", "file_id": None, }, ), ], critics=[ DropboxPathCritic(critic_field="file_path", weight=0.5), BinaryCritic(critic_field="file_id", weight=0.5), ], ) suite.add_case( name="Download file with a sub-folder structure", user_message="Download the file Q1report.ppt in the folder AcmeInc/Reports from Dropbox", expected_tool_calls=[ ExpectedToolCall( func=download_file, args={ "file_path": "/AcmeInc/Reports/Q1report.ppt", "file_id": None, }, ), ], critics=[ DropboxPathCritic(critic_field="file_path", weight=0.5), BinaryCritic(critic_field="file_id", weight=0.5), ], ) suite.add_case( name="Download file by ID", user_message="Download the file id:a4ayc_80_OEAAAAAAAAAYa from Dropbox", expected_tool_calls=[ ExpectedToolCall( func=download_file, args={ "file_path": None, "file_id": "id:a4ayc_80_OEAAAAAAAAAYa", }, ), ], critics=[ BinaryCritic(critic_field="file_path", weight=0.5), BinaryCritic(critic_field="file_id", weight=0.5), ], ) return suite