Dorod-Sky/evaluation/script/create_webvoyager_task_v2.py

import asyncio
import json
from datetime import datetime
from uuid import uuid4

import typer
from dotenv import load_dotenv

from evaluation.core import Evaluator, SkyvernClient
from evaluation.core.utils import load_webvoyager_case_from_json
from skyvern.forge import app
from skyvern.forge.forge_app_initializer import start_forge_app
from skyvern.forge.prompts import prompt_engine
from skyvern.forge.sdk.schemas.task_v2 import TaskV2Request

load_dotenv()


async def create_task_v2(
    base_url: str,
    cred: str,
) -> None:
    start_forge_app()

    client = SkyvernClient(base_url=base_url, credentials=cred)
    group_id = uuid4()

    cnt = 0
    record_file_path = f"{group_id}-webvoyager-record.jsonl"
    with open(record_file_path, "w", encoding="utf-8") as f:
        for case_data in load_webvoyager_case_from_json(
            file_path="evaluation/datasets/webvoyager_tasks.jsonl", group_id=str(group_id)
        ):
            prompt = prompt_engine.load_prompt(
                "check-evaluation-goal", user_goal=case_data.question, local_datetime=datetime.now().isoformat()
            )
            response = await app.LLM_API_HANDLER(prompt=prompt, prompt_name="check-evaluation-goal")
            tweaked_user_goal = response.get("tweaked_user_goal")
            case_data.is_updated = tweaked_user_goal != case_data.question
            case_data.question = tweaked_user_goal

            evaluator = Evaluator(client=client, artifact_folder=f"test/artifacts/{case_data.group_id}/{case_data.id}")
            request_body = TaskV2Request(
                url=case_data.url,
                user_prompt=case_data.question,
            )
            task_v2 = evaluator.queue_skyvern_task_v2(cruise_request=request_body, max_step=case_data.max_steps)
            dumped_data = case_data.model_dump()
            dumped_data.update(
                {
                    "task_v2_id": task_v2.observer_cruise_id,
                    "workflow_run_id": task_v2.workflow_run_id,
                    "workflow_permanent_id": task_v2.workflow_permanent_id,
                    "cruise_url": str(task_v2.url) if task_v2.url else task_v2.url,
                }
            )
            print(f"Queued {task_v2.observer_cruise_id} for {case_data.model_dump_json()}")
            f.write(json.dumps(dumped_data) + "\n")
            cnt += 1

    print(f"Queued {cnt} cruises to launch webvoyager evaluation test. saving the records file in {record_file_path}")


def main(
    base_url: str = typer.Option(..., "--base-url", help="base url for Skyvern client"),
    cred: str = typer.Option(..., "--cred", help="credential for Skyvern organization"),
) -> None:
    asyncio.run(create_task_v2(base_url=base_url, cred=cred))


if __name__ == "__main__":
    typer.run(main)