AsyncOperation: support for running asynchronous jobs while the agent is running (#111)

This commit is contained in:
Kerem Yilmaz
2024-03-19 09:12:28 -07:00
committed by GitHub
parent a5e84187e2
commit 1e933b703f
5 changed files with 163 additions and 1 deletions

View File

@@ -7,6 +7,7 @@ from typing import Any, Tuple
import requests
import structlog
from playwright._impl._errors import TargetClosedError
from playwright.async_api import Page
from skyvern import analytics
from skyvern.exceptions import (
@@ -17,6 +18,7 @@ from skyvern.exceptions import (
TaskNotFound,
)
from skyvern.forge import app
from skyvern.forge.async_operations import AgentPhase, AsyncOperationPool
from skyvern.forge.prompts import prompt_engine
from skyvern.forge.sdk.agent import Agent
from skyvern.forge.sdk.artifact.models import ArtifactType
@@ -64,6 +66,7 @@ class ForgeAgent(Agent):
long_running_task_warning_ratio=SettingsManager.get_settings().LONG_RUNNING_TASK_WARNING_RATIO,
debug_mode=SettingsManager.get_settings().DEBUG_MODE,
)
self.async_operation_pool = AsyncOperationPool()
async def validate_step_execution(
self,
@@ -193,6 +196,12 @@ class ForgeAgent(Agent):
)
return task
def register_async_operations(self, organization: Organization, task: Task, page: Page) -> None:
if not app.generate_async_operations:
return
operations = app.generate_async_operations(organization, task, page)
self.async_operation_pool.add_operations(task.task_id, operations)
async def execute_step(
self,
organization: Organization,
@@ -208,6 +217,10 @@ class ForgeAgent(Agent):
# Check some conditions before executing the step, throw an exception if the step can't be executed
await self.validate_step_execution(task, step)
step, browser_state, detailed_output = await self._initialize_execution_state(task, step, workflow_run)
if browser_state.page:
self.register_async_operations(organization, task, browser_state.page)
step, detailed_output = await self.agent_step(task, step, browser_state, organization=organization)
task = await self.update_task_errors_from_detailed_output(task, detailed_output)
retry = False
@@ -226,6 +239,7 @@ class ForgeAgent(Agent):
api_key=api_key,
close_browser_on_completion=close_browser_on_completion,
)
await self.async_operation_pool.remove_task(task.task_id)
return step, detailed_output, None
elif step.status == StepStatus.completed:
# TODO (kerem): keep the task object uptodate at all times so that send_task_response can just use it
@@ -332,6 +346,7 @@ class ForgeAgent(Agent):
json_response = None
actions: list[Action]
if task.navigation_goal:
self.async_operation_pool.run_operation(task.task_id, AgentPhase.llm)
json_response = await app.LLM_API_HANDLER(
prompt=extract_action_prompt,
step=step,
@@ -403,6 +418,7 @@ class ForgeAgent(Agent):
break
web_action_element_ids.add(action.element_id)
self.async_operation_pool.run_operation(task.task_id, AgentPhase.action)
results = await ActionHandler.handle_action(scraped_page, task, step, browser_state, action)
detailed_agent_step_output.actions_and_results[action_idx] = (action, results)
# wait random time between actions to avoid detection
@@ -559,6 +575,9 @@ class ForgeAgent(Agent):
step: Step,
browser_state: BrowserState,
) -> tuple[ScrapedPage, str]:
# start the async tasks while running scrape_website
self.async_operation_pool.run_operation(task.task_id, AgentPhase.scrape)
# Scrape the web page and get the screenshot and the elements
scraped_page = await scrape_website(
browser_state,