import json from arcade_evals import ( BinaryCritic, EvalRubric, EvalSuite, ExpectedToolCall, tool_eval, ) from arcade_tdk import ToolCatalog import arcade_asana from arcade_asana.constants import SortOrder, TaskSortBy from arcade_asana.tools import ( get_subtasks_from_a_task, get_task_by_id, get_tasks_without_id, update_task, ) # Evaluation rubric rubric = EvalRubric( fail_threshold=0.85, warn_threshold=0.95, ) catalog = ToolCatalog() catalog.add_module(arcade_asana) @tool_eval() def get_task_by_id_eval_suite() -> EvalSuite: suite = EvalSuite( name="get task by id eval suite", system_message=( "You are an AI assistant with access to Asana tools. " "Use them to help the user with their tasks." ), catalog=catalog, rubric=rubric, ) suite.add_case( name="Get task by id", user_message="Get the task with id '1234567890' in Asana.", expected_tool_calls=[ ExpectedToolCall( func=get_task_by_id, args={ "task_id": "1234567890", "max_subtasks": 100, }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="task_id", weight=0.8), BinaryCritic(critic_field="max_subtasks", weight=0.2), ], ) suite.add_case( name="Get task by id with subtasks limit", user_message="Get the task with id '1234567890' in Asana with up to 10 subtasks.", expected_tool_calls=[ ExpectedToolCall( func=get_task_by_id, args={ "task_id": "1234567890", "max_subtasks": 10, }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="task_id", weight=0.5), BinaryCritic(critic_field="max_subtasks", weight=0.5), ], ) return suite @tool_eval() def get_subtasks_from_a_task_eval_suite() -> EvalSuite: suite = EvalSuite( name="get subtasks from a task eval suite", system_message="You are an AI assistant with access to Asana tools. Use them to help the user with their tasks.", catalog=catalog, rubric=rubric, ) suite.add_case( name="Get subtasks from a task", user_message="Get the next 2 subtasks.", expected_tool_calls=[ ExpectedToolCall( func=get_subtasks_from_a_task, args={ "task_id": "1234567890", "limit": 2, "offset": "abc123", }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="task_id", weight=1 / 3), BinaryCritic(critic_field="limit", weight=1 / 3), BinaryCritic(critic_field="offset", weight=1 / 3), ], additional_messages=[ {"role": "user", "content": "Get 2 subtasks from the task '1234567890'."}, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_1", "type": "function", "function": { "name": "Asana_GetSubtasksFromATask", "arguments": '{"task_id":"1234567890","limit":2}', }, } ], }, { "role": "tool", "content": json.dumps({ "count": 2, "next_page": { "has_more_results": True, "next_page_token": "abc123", }, "subtasks": [ { "id": "1234567890", "name": "Subtask Hello", }, { "id": "1234567891", "name": "Subtask World", }, ], }), "tool_call_id": "call_1", "name": "Asana_GetSubtasksFromATask", }, { "role": "assistant", "content": "Here are two subtasks in Asana:\n\n1. Subtask Hello\n2. Subtask World", }, ], ) return suite @tool_eval() def search_tasks_eval_suite() -> EvalSuite: suite = EvalSuite( name="search tasks eval suite", system_message="You are an AI assistant with access to Asana tools. Use them to help the user with their tasks.", catalog=catalog, rubric=rubric, ) suite.add_case( name="Search tasks by name", user_message="Search for the task 'Hello' in Asana.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=1), ], ) suite.add_case( name="Search tasks by name with custom sorting", user_message="Search for the task 'Hello' in Asana sorting by likes in descending order.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "sort_by": TaskSortBy.LIKES, "sort_order": SortOrder.DESCENDING, }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=1 / 3), BinaryCritic(critic_field="sort_by", weight=1 / 3), BinaryCritic(critic_field="sort_order", weight=1 / 3), ], ) suite.add_case( name="Search tasks by name filtering by project ID", user_message="Search for the task 'Hello' associated to the project with ID '1234567890'.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "project_id": "1234567890", }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=0.5), BinaryCritic(critic_field="project_id", weight=0.5), ], ) suite.add_case( name="Search tasks by name filtering by project name", user_message="Search for the task 'Hello' associated to the project named 'My Project'.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "project_name": "My Project", }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=0.5), BinaryCritic(critic_field="project_name", weight=0.5), ], ) suite.add_case( name="Search tasks by name filtering by team ID", user_message="Search for the task 'Hello' associated to the team with ID '1234567890'.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "team_id": "1234567890", }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=0.5), BinaryCritic(critic_field="team_id", weight=0.5), ], ) suite.add_case( name="Search tasks by name filtering by tag IDs", user_message="Search for the task 'Hello' associated to the tags with IDs '1234567890' and '1234567891'.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "tags": ["1234567890", "1234567891"], }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=0.5), BinaryCritic(critic_field="tag_ids", weight=0.5), ], ) suite.add_case( name="Search tasks by name filtering by tags names", user_message="Search for the task 'Hello' associated to the tags 'My Tag' and 'My Other Tag'.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "tags": ["My Tag", "My Other Tag"], }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=0.5), BinaryCritic(critic_field="tag_names", weight=0.5), ], ) suite.add_case( name="Search tasks by name filtering by start and due dates", user_message="Search for tasks 'Hello' that started on '2025-01-01' and are due on '2025-01-02'.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "start_on": "2025-01-01", "due_on": "2025-01-02", }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=1 / 3), BinaryCritic(critic_field="start_on", weight=1 / 3), BinaryCritic(critic_field="due_on", weight=1 / 3), ], ) suite.add_case( name="Search tasks by name filtering by start and due dates", user_message="Search for tasks 'Hello' that start on 2025-05-05 and are due on or before 2025-05-11.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "start_on": "2025-05-05", "due_on_or_before": "2025-05-11", }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=1 / 3), BinaryCritic(critic_field="start_on", weight=1 / 3), BinaryCritic(critic_field="due_on_or_before", weight=1 / 3), ], ) suite.add_case( name="Search not-completed tasks by name filtering by due date", user_message="Search for tasks 'Hello' that are not completed and are due on or before 2025-05-11.", expected_tool_calls=[ ExpectedToolCall( func=get_tasks_without_id, args={ "keywords": "Hello", "due_on_or_before": "2025-05-11", "completed": False, }, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="keywords", weight=1 / 3), BinaryCritic(critic_field="due_on_or_before", weight=1 / 3), BinaryCritic(critic_field="completed", weight=1 / 3), ], ) return suite @tool_eval() def update_task_eval_suite() -> EvalSuite: suite = EvalSuite( name="update task eval suite", system_message="You are an AI assistant with access to Asana tools. Use them to help the user with their tasks.", catalog=catalog, rubric=rubric, ) suite.add_case( name="Update task name", user_message="Update the task '1234567890' with the name 'Hello World'.", expected_tool_calls=[ ExpectedToolCall( func=update_task, args={"task_id": "1234567890", "name": "Hello World"}, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="task_id", weight=0.5), BinaryCritic(critic_field="name", weight=0.5), ], ) suite.add_case( name="Update task as completed", user_message="Mark the task '1234567890' as completed.", expected_tool_calls=[ ExpectedToolCall( func=update_task, args={"task_id": "1234567890", "completed": True}, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="task_id", weight=0.5), BinaryCritic(critic_field="completed", weight=0.5), ], ) suite.add_case( name="Update task with new parent task", user_message="Update the task '1234567890' with the parent task '1234567891'.", expected_tool_calls=[ ExpectedToolCall( func=update_task, args={"task_id": "1234567890", "parent_task_id": "1234567891"}, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="task_id", weight=0.5), BinaryCritic(critic_field="parent_task_id", weight=0.5), ], ) suite.add_case( name="Update task with new assignee", user_message="Update the task '1234567890' with the assignee '1234567891'.", expected_tool_calls=[ ExpectedToolCall( func=update_task, args={"task_id": "1234567890", "assignee_id": "1234567891"}, ), ], rubric=rubric, critics=[ BinaryCritic(critic_field="task_id", weight=0.5), BinaryCritic(critic_field="assignee_id", weight=0.5), ], ) return suite