1139 lines
43 KiB
Python
1139 lines
43 KiB
Python
import asyncio
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import json
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import os
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import uuid
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from typing import Any, Awaitable, Callable, List
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import structlog
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from deprecation import deprecated
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from playwright.async_api import Locator, Page, TimeoutError
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from skyvern.constants import INPUT_TEXT_TIMEOUT, REPO_ROOT_DIR
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from skyvern.exceptions import (
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EmptySelect,
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FailToClick,
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FailToSelectByIndex,
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FailToSelectByLabel,
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FailToSelectByValue,
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ImaginaryFileUrl,
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InputActionOnSelect2Dropdown,
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InvalidElementForTextInput,
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MissingElement,
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MissingFileUrl,
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MultipleElementsFound,
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OptionIndexOutOfBound,
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)
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from skyvern.forge import app
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from skyvern.forge.prompts import prompt_engine
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from skyvern.forge.sdk.api.files import (
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download_file,
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get_number_of_files_in_directory,
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get_path_for_workflow_download_directory,
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)
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from skyvern.forge.sdk.models import Step
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from skyvern.forge.sdk.schemas.tasks import Task
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from skyvern.forge.sdk.services.bitwarden import BitwardenConstants
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from skyvern.forge.sdk.settings_manager import SettingsManager
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from skyvern.webeye.actions import actions
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from skyvern.webeye.actions.actions import (
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Action,
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ActionType,
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CheckboxAction,
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ClickAction,
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ScrapeResult,
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SelectOptionAction,
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UploadFileAction,
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WebAction,
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)
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from skyvern.webeye.actions.responses import ActionFailure, ActionResult, ActionSuccess
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from skyvern.webeye.browser_factory import BrowserState
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from skyvern.webeye.scraper.scraper import ScrapedPage
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from skyvern.webeye.utils.dom import DomUtil, InteractiveElement, SkyvernElement
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LOG = structlog.get_logger()
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TEXT_INPUT_DELAY = 10 # 10ms between each character input
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COMMON_INPUT_TAGS = {"input", "textarea", "select"}
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class ActionHandler:
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_handled_action_types: dict[
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ActionType,
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Callable[[Action, Page, ScrapedPage, Task, Step], Awaitable[list[ActionResult]]],
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] = {}
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_setup_action_types: dict[
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ActionType,
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Callable[[Action, Page, ScrapedPage, Task, Step], Awaitable[list[ActionResult]]],
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] = {}
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_teardown_action_types: dict[
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ActionType,
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Callable[[Action, Page, ScrapedPage, Task, Step], Awaitable[list[ActionResult]]],
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] = {}
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@classmethod
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def register_action_type(
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cls,
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action_type: ActionType,
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handler: Callable[[Action, Page, ScrapedPage, Task, Step], Awaitable[list[ActionResult]]],
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) -> None:
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cls._handled_action_types[action_type] = handler
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@classmethod
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def register_setup_for_action_type(
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cls,
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action_type: ActionType,
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handler: Callable[[Action, Page, ScrapedPage, Task, Step], Awaitable[list[ActionResult]]],
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) -> None:
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cls._setup_action_types[action_type] = handler
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@classmethod
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def register_teardown_for_action_type(
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cls,
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action_type: ActionType,
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handler: Callable[[Action, Page, ScrapedPage, Task, Step], Awaitable[list[ActionResult]]],
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) -> None:
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cls._teardown_action_types[action_type] = handler
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@staticmethod
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async def handle_action(
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scraped_page: ScrapedPage,
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task: Task,
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step: Step,
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browser_state: BrowserState,
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action: Action,
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) -> list[ActionResult]:
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LOG.info("Handling action", action=action)
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page = await browser_state.get_or_create_page()
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try:
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if action.action_type in ActionHandler._handled_action_types:
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actions_result: list[ActionResult] = []
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if invalid_web_action_check := check_for_invalid_web_action(action, page, scraped_page, task, step):
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return invalid_web_action_check
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# do setup before action handler
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if setup := ActionHandler._setup_action_types.get(action.action_type):
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results = await setup(action, page, scraped_page, task, step)
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actions_result.extend(results)
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if results and results[-1] != ActionSuccess:
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return actions_result
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# do the handler
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handler = ActionHandler._handled_action_types[action.action_type]
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results = await handler(action, page, scraped_page, task, step)
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actions_result.extend(results)
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if not results or type(actions_result[-1]) != ActionSuccess:
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return actions_result
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# do the teardown
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teardown = ActionHandler._teardown_action_types.get(action.action_type)
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if not teardown:
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return actions_result
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results = await teardown(action, page, scraped_page, task, step)
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actions_result.extend(results)
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return actions_result
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else:
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LOG.error(
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"Unsupported action type in handler",
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action=action,
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type=type(action),
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)
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return [ActionFailure(Exception(f"Unsupported action type: {type(action)}"))]
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except MissingElement as e:
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LOG.info(
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"Known exceptions",
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action=action,
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exception_type=type(e),
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exception_message=str(e),
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)
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return [ActionFailure(e)]
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except MultipleElementsFound as e:
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LOG.exception(
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"Cannot handle multiple elements with the same selector in one action.",
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action=action,
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)
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return [ActionFailure(e)]
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except Exception as e:
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LOG.exception("Unhandled exception in action handler", action=action)
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return [ActionFailure(e)]
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def check_for_invalid_web_action(
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action: actions.Action,
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page: Page,
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scraped_page: ScrapedPage,
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task: Task,
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step: Step,
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) -> list[ActionResult]:
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if isinstance(action, WebAction) and action.element_id not in scraped_page.id_to_element_dict:
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return [ActionFailure(MissingElement(element_id=action.element_id), stop_execution_on_failure=False)]
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return []
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async def handle_solve_captcha_action(
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action: actions.SolveCaptchaAction,
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page: Page,
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scraped_page: ScrapedPage,
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task: Task,
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step: Step,
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) -> list[ActionResult]:
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LOG.warning(
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"Please solve the captcha on the page, you have 30 seconds",
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action=action,
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)
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await asyncio.sleep(30)
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return [ActionSuccess()]
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async def handle_click_action(
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action: actions.ClickAction,
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page: Page,
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scraped_page: ScrapedPage,
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task: Task,
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step: Step,
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) -> list[ActionResult]:
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num_downloaded_files_before = 0
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download_dir = None
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if task.workflow_run_id:
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download_dir = get_path_for_workflow_download_directory(task.workflow_run_id)
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num_downloaded_files_before = get_number_of_files_in_directory(download_dir)
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LOG.info(
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"Number of files in download directory before click",
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num_downloaded_files_before=num_downloaded_files_before,
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download_dir=download_dir,
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)
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dom = DomUtil(scraped_page=scraped_page, page=page)
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skyvern_element = await dom.get_skyvern_element_by_id(action.element_id)
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await asyncio.sleep(0.3)
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if action.download:
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results = await handle_click_to_download_file_action(action, page, scraped_page)
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else:
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results = await chain_click(
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task,
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scraped_page,
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page,
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action,
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skyvern_element,
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timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
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)
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if results and task.workflow_run_id and download_dir:
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LOG.info("Sleeping for 5 seconds to let the download finish")
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await asyncio.sleep(5)
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num_downloaded_files_after = get_number_of_files_in_directory(download_dir)
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LOG.info(
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"Number of files in download directory after click",
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num_downloaded_files_after=num_downloaded_files_after,
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download_dir=download_dir,
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)
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if num_downloaded_files_after > num_downloaded_files_before:
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results[-1].download_triggered = True
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return results
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async def handle_click_to_download_file_action(
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action: actions.ClickAction,
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page: Page,
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scraped_page: ScrapedPage,
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) -> list[ActionResult]:
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dom = DomUtil(scraped_page=scraped_page, page=page)
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skyvern_element = await dom.get_skyvern_element_by_id(action.element_id)
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locator = skyvern_element.locator
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try:
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await locator.click(
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timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
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modifiers=["Alt"],
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)
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except Exception as e:
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LOG.exception("ClickAction with download failed", action=action, exc_info=True)
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return [ActionFailure(e, download_triggered=False)]
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return [ActionSuccess()]
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async def handle_input_text_action(
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action: actions.InputTextAction,
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page: Page,
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scraped_page: ScrapedPage,
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task: Task,
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step: Step,
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) -> list[ActionResult]:
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dom = DomUtil(scraped_page, page)
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skyvern_element = await dom.get_skyvern_element_by_id(action.element_id)
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if await skyvern_element.is_select2_dropdown():
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return [ActionFailure(InputActionOnSelect2Dropdown(element_id=action.element_id))]
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locator = skyvern_element.locator
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current_text = await get_input_value(locator)
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if current_text == action.text:
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return [ActionSuccess()]
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|
# before filling text, we need to validate if the element can be filled if it's not one of COMMON_INPUT_TAGS
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tag_name = scraped_page.id_to_element_dict[action.element_id]["tagName"].lower()
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text = get_actual_value_of_parameter_if_secret(task, action.text)
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try:
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await locator.clear(timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS)
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except TimeoutError:
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LOG.info("None input tag clear timeout", action=action)
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return [ActionFailure(InvalidElementForTextInput(element_id=action.element_id, tag_name=tag_name))]
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except Exception:
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LOG.warning("Failed to clear the input field", action=action, exc_info=True)
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return [ActionFailure(InvalidElementForTextInput(element_id=action.element_id, tag_name=tag_name))]
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if tag_name not in COMMON_INPUT_TAGS:
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await locator.fill(text, timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS)
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return [ActionSuccess()]
|
|
|
|
# If the input is a text input, we type the text character by character
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# 3 times the time it takes to type the text so it has time to finish typing
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await locator.press_sequentially(text, timeout=INPUT_TEXT_TIMEOUT)
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return [ActionSuccess()]
|
|
|
|
|
|
async def handle_upload_file_action(
|
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action: actions.UploadFileAction,
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page: Page,
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scraped_page: ScrapedPage,
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|
task: Task,
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|
step: Step,
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|
) -> list[ActionResult]:
|
|
if not action.file_url:
|
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LOG.warning("InputFileAction has no file_url", action=action)
|
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return [ActionFailure(MissingFileUrl())]
|
|
# ************************************************************************************************************** #
|
|
# After this point if the file_url is a secret, it will be replaced with the actual value
|
|
# In order to make sure we don't log the secret value, we log the action with the original value action.file_url
|
|
# ************************************************************************************************************** #
|
|
file_url = get_actual_value_of_parameter_if_secret(task, action.file_url)
|
|
if file_url not in str(task.navigation_payload):
|
|
LOG.warning(
|
|
"LLM might be imagining the file url, which is not in navigation payload",
|
|
action=action,
|
|
file_url=action.file_url,
|
|
)
|
|
return [ActionFailure(ImaginaryFileUrl(action.file_url))]
|
|
|
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dom = DomUtil(scraped_page=scraped_page, page=page)
|
|
skyvern_element = await dom.get_skyvern_element_by_id(action.element_id)
|
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locator = skyvern_element.locator
|
|
|
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file_path = await download_file(file_url)
|
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is_file_input = await is_file_input_element(locator)
|
|
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if is_file_input:
|
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LOG.info("Taking UploadFileAction. Found file input tag", action=action)
|
|
if file_path:
|
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await locator.set_input_files(
|
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file_path,
|
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timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
)
|
|
|
|
# Sleep for 10 seconds after uploading a file to let the page process it
|
|
await asyncio.sleep(10)
|
|
|
|
return [ActionSuccess()]
|
|
else:
|
|
return [ActionFailure(Exception(f"Failed to download file from {action.file_url}"))]
|
|
else:
|
|
LOG.info("Taking UploadFileAction. Found non file input tag", action=action)
|
|
# treat it as a click action
|
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action.is_upload_file_tag = False
|
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return await chain_click(
|
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task,
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scraped_page,
|
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page,
|
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action,
|
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skyvern_element,
|
|
timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
)
|
|
|
|
|
|
@deprecated("This function is deprecated. Downloads are handled by the click action handler now.")
|
|
async def handle_download_file_action(
|
|
action: actions.DownloadFileAction,
|
|
page: Page,
|
|
scraped_page: ScrapedPage,
|
|
task: Task,
|
|
step: Step,
|
|
) -> list[ActionResult]:
|
|
dom = DomUtil(scraped_page=scraped_page, page=page)
|
|
skyvern_element = await dom.get_skyvern_element_by_id(action.element_id)
|
|
|
|
file_name = f"{action.file_name or uuid.uuid4()}"
|
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full_file_path = f"{REPO_ROOT_DIR}/downloads/{task.workflow_run_id or task.task_id}/{file_name}"
|
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try:
|
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# Start waiting for the download
|
|
async with page.expect_download() as download_info:
|
|
await asyncio.sleep(0.3)
|
|
|
|
locator = skyvern_element.locator
|
|
await locator.click(
|
|
timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
modifiers=["Alt"],
|
|
)
|
|
|
|
download = await download_info.value
|
|
|
|
# Create download folders if they don't exist
|
|
download_folder = f"{REPO_ROOT_DIR}/downloads/{task.workflow_run_id or task.task_id}"
|
|
os.makedirs(download_folder, exist_ok=True)
|
|
# Wait for the download process to complete and save the downloaded file
|
|
await download.save_as(full_file_path)
|
|
except Exception as e:
|
|
LOG.exception(
|
|
"DownloadFileAction: Failed to download file",
|
|
action=action,
|
|
full_file_path=full_file_path,
|
|
)
|
|
return [ActionFailure(e)]
|
|
|
|
return [ActionSuccess(data={"file_path": full_file_path})]
|
|
|
|
|
|
async def handle_null_action(
|
|
action: actions.NullAction,
|
|
page: Page,
|
|
scraped_page: ScrapedPage,
|
|
task: Task,
|
|
step: Step,
|
|
) -> list[ActionResult]:
|
|
return [ActionSuccess()]
|
|
|
|
|
|
async def handle_select_option_action(
|
|
action: actions.SelectOptionAction,
|
|
page: Page,
|
|
scraped_page: ScrapedPage,
|
|
task: Task,
|
|
step: Step,
|
|
) -> list[ActionResult]:
|
|
dom = DomUtil(scraped_page, page)
|
|
skyvern_element = await dom.get_skyvern_element_by_id(action.element_id)
|
|
locator = skyvern_element.locator
|
|
|
|
tag_name = skyvern_element.get_tag_name()
|
|
element_dict = scraped_page.id_to_element_dict[action.element_id]
|
|
LOG.info(
|
|
"SelectOptionAction",
|
|
action=action,
|
|
tag_name=tag_name,
|
|
element_dict=element_dict,
|
|
)
|
|
|
|
# if element is not a select option, prioritize clicking the linked element if any
|
|
if tag_name != "select" and "linked_element" in element_dict:
|
|
LOG.info(
|
|
"SelectOptionAction is not on a select tag and found a linked element",
|
|
action=action,
|
|
linked_element=element_dict["linked_element"],
|
|
)
|
|
listbox_click_success = await click_listbox_option(scraped_page, page, action, element_dict["linked_element"])
|
|
if listbox_click_success:
|
|
LOG.info(
|
|
"Successfully clicked linked element",
|
|
action=action,
|
|
linked_element=element_dict["linked_element"],
|
|
)
|
|
return [ActionSuccess()]
|
|
LOG.warning(
|
|
"Failed to click linked element",
|
|
action=action,
|
|
linked_element=element_dict["linked_element"],
|
|
)
|
|
|
|
# check if the element is an a tag first. If yes, click it instead of selecting the option
|
|
if tag_name == "label":
|
|
# label pointed to select2 <a> element
|
|
select2_element_id: str | None = None
|
|
# search <a> anchor first and then search <input> anchor
|
|
select2_element_id = skyvern_element.find_element_id_in_label_children(InteractiveElement.A)
|
|
if select2_element_id is None:
|
|
select2_element_id = skyvern_element.find_element_id_in_label_children(InteractiveElement.INPUT)
|
|
|
|
if select2_element_id is not None:
|
|
select2_skyvern_element = await dom.get_skyvern_element_by_id(element_id=select2_element_id)
|
|
if await select2_skyvern_element.is_select2_dropdown():
|
|
LOG.info(
|
|
"SelectOptionAction is on <label>. take the action on the real select2 element",
|
|
action=action,
|
|
select2_element_id=select2_element_id,
|
|
)
|
|
select_action = SelectOptionAction(element_id=select2_element_id, option=action.option)
|
|
return await handle_select_option_action(select_action, page, scraped_page, task, step)
|
|
|
|
# handler the select action on <label>
|
|
if select_element_id := get_select_id_in_label_children(scraped_page, action.element_id):
|
|
LOG.info(
|
|
"SelectOptionAction is on <label>. take the action on the real <select>",
|
|
action=action,
|
|
select_element_id=select_element_id,
|
|
)
|
|
select_action = SelectOptionAction(element_id=select_element_id, option=action.option)
|
|
return await handle_select_option_action(select_action, page, scraped_page, task, step)
|
|
|
|
# handle the select action on <label> of checkbox/radio
|
|
if checkbox_element_id := get_checkbox_id_in_label_children(scraped_page, action.element_id):
|
|
LOG.info(
|
|
"SelectOptionAction is on <label> of <input> checkbox/radio. take the action on the real <input> checkbox/radio",
|
|
action=action,
|
|
checkbox_element_id=checkbox_element_id,
|
|
)
|
|
select_action = SelectOptionAction(element_id=checkbox_element_id, option=action.option)
|
|
return await handle_select_option_action(select_action, page, scraped_page, task, step)
|
|
|
|
return [ActionFailure(Exception("No element pointed by the label found"))]
|
|
elif await skyvern_element.is_select2_dropdown():
|
|
LOG.info(
|
|
"This is a select2 dropdown",
|
|
action=action,
|
|
)
|
|
timeout = SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS
|
|
|
|
select2_element = await skyvern_element.get_select2_dropdown()
|
|
|
|
await select2_element.open()
|
|
options = await select2_element.get_options()
|
|
|
|
result: List[ActionResult] = []
|
|
# select by label first, then by index
|
|
if action.option.label is not None or action.option.value is not None:
|
|
try:
|
|
for option in options:
|
|
option_content = option.get("text")
|
|
option_index = option.get("optionIndex", None)
|
|
if option_index is None:
|
|
LOG.warning(
|
|
"Select2 option index is None",
|
|
option=option,
|
|
)
|
|
continue
|
|
if action.option.label == option_content or action.option.value == option_content:
|
|
await select2_element.select_by_index(index=option_index, timeout=timeout)
|
|
result.append(ActionSuccess())
|
|
return result
|
|
LOG.info(
|
|
"no target select2 option matched by label, try to select by index",
|
|
action=action,
|
|
)
|
|
except Exception as e:
|
|
result.append(ActionFailure(e))
|
|
LOG.info(
|
|
"failed to select by label in select2, try to select by index",
|
|
exc_info=True,
|
|
action=action,
|
|
)
|
|
|
|
if action.option.index is not None:
|
|
if action.option.index >= len(options):
|
|
result.append(ActionFailure(OptionIndexOutOfBound(action.element_id)))
|
|
else:
|
|
try:
|
|
option_content = options[action.option.index].get("text")
|
|
if option_content != action.option.label:
|
|
LOG.warning(
|
|
"Select option label is not consistant to the action value. Might select wrong option.",
|
|
option_content=option_content,
|
|
action=action,
|
|
)
|
|
await select2_element.select_by_index(index=action.option.index, timeout=timeout)
|
|
result.append(ActionSuccess())
|
|
return result
|
|
except Exception:
|
|
result.append(ActionFailure(FailToSelectByIndex(action.element_id)))
|
|
LOG.info(
|
|
"failed to select by index in select2",
|
|
exc_info=True,
|
|
action=action,
|
|
)
|
|
|
|
if len(result) == 0:
|
|
result.append(ActionFailure(EmptySelect(action.element_id)))
|
|
|
|
if isinstance(result[-1], ActionFailure):
|
|
LOG.info(
|
|
"Failed to select a select2 option, close the dropdown",
|
|
action=action,
|
|
)
|
|
await select2_element.close()
|
|
|
|
return result
|
|
elif tag_name == "ul" or tag_name == "div" or tag_name == "li":
|
|
# DEPRECATED: This was used for handle select2 dropdown, and isn't used anymore.
|
|
# if the role is listbox, find the option with the "label" or "value" and click that option element
|
|
# references:
|
|
# https://developer.mozilla.org/en-US/docs/Web/Accessibility/ARIA/Roles/listbox_role
|
|
# https://developer.mozilla.org/en-US/docs/Web/Accessibility/ARIA/Roles/option_role
|
|
role_attribute = await locator.get_attribute("role")
|
|
if role_attribute == "listbox":
|
|
LOG.info(
|
|
"SelectOptionAction on a listbox element. Searching for the option and click it",
|
|
action=action,
|
|
)
|
|
# use playwright to click the option
|
|
# clickOption is defined in domUtils.js
|
|
option_locator = locator.locator('[role="option"]')
|
|
option_num = await option_locator.count()
|
|
if action.option.index and action.option.index < option_num:
|
|
try:
|
|
await option_locator.nth(action.option.index).click(timeout=2000)
|
|
return [ActionSuccess()]
|
|
except Exception as e:
|
|
LOG.error("Failed to click option", action=action, exc_info=True)
|
|
return [ActionFailure(e)]
|
|
return [ActionFailure(Exception("SelectOption option index is missing"))]
|
|
elif role_attribute == "option":
|
|
LOG.info(
|
|
"SelectOptionAction on an option element. Clicking the option",
|
|
action=action,
|
|
)
|
|
# click the option element
|
|
click_action = ClickAction(element_id=action.element_id)
|
|
return await chain_click(task, scraped_page, page, click_action, skyvern_element)
|
|
else:
|
|
LOG.error(
|
|
"SelectOptionAction on a non-listbox element. Cannot handle this action",
|
|
)
|
|
return [ActionFailure(Exception("Cannot handle SelectOptionAction on a non-listbox element"))]
|
|
elif await skyvern_element.is_checkbox():
|
|
LOG.info(
|
|
"SelectOptionAction is on <input> checkbox",
|
|
action=action,
|
|
)
|
|
check_action = CheckboxAction(element_id=action.element_id, is_checked=True)
|
|
return await handle_checkbox_action(check_action, page, scraped_page, task, step)
|
|
elif await skyvern_element.is_radio():
|
|
LOG.info(
|
|
"SelectOptionAction is on <input> radio",
|
|
action=action,
|
|
)
|
|
click_action = ClickAction(element_id=action.element_id)
|
|
return await chain_click(task, scraped_page, page, click_action, skyvern_element)
|
|
|
|
try:
|
|
current_text = await locator.input_value()
|
|
if current_text == action.option.label or current_text == action.option.value:
|
|
return [ActionSuccess()]
|
|
except Exception:
|
|
LOG.info("failed to confirm if the select option has been done, force to take the action again.")
|
|
|
|
return await normal_select(action=action, skyvern_element=skyvern_element)
|
|
|
|
|
|
async def handle_checkbox_action(
|
|
action: actions.CheckboxAction,
|
|
page: Page,
|
|
scraped_page: ScrapedPage,
|
|
task: Task,
|
|
step: Step,
|
|
) -> list[ActionResult]:
|
|
"""
|
|
******* NOT REGISTERED *******
|
|
This action causes more harm than it does good.
|
|
It frequently mis-behaves, or gets stuck in click loops.
|
|
Treating checkbox actions as click actions seem to perform way more reliably
|
|
Developers who tried this and failed: 2 (Suchintan and Shu 😂)
|
|
"""
|
|
|
|
dom = DomUtil(scraped_page=scraped_page, page=page)
|
|
skyvern_element = await dom.get_skyvern_element_by_id(action.element_id)
|
|
locator = skyvern_element.locator
|
|
|
|
if action.is_checked:
|
|
await locator.check(timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS)
|
|
else:
|
|
await locator.uncheck(timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS)
|
|
|
|
# TODO (suchintan): Why does checking the label work, but not the actual input element?
|
|
return [ActionSuccess()]
|
|
|
|
|
|
async def handle_wait_action(
|
|
action: actions.WaitAction,
|
|
page: Page,
|
|
scraped_page: ScrapedPage,
|
|
task: Task,
|
|
step: Step,
|
|
) -> list[ActionResult]:
|
|
await asyncio.sleep(10)
|
|
return [ActionFailure(exception=Exception("Wait action is treated as a failure"))]
|
|
|
|
|
|
async def handle_terminate_action(
|
|
action: actions.TerminateAction,
|
|
page: Page,
|
|
scraped_page: ScrapedPage,
|
|
task: Task,
|
|
step: Step,
|
|
) -> list[ActionResult]:
|
|
return [ActionSuccess()]
|
|
|
|
|
|
async def handle_complete_action(
|
|
action: actions.CompleteAction,
|
|
page: Page,
|
|
scraped_page: ScrapedPage,
|
|
task: Task,
|
|
step: Step,
|
|
) -> list[ActionResult]:
|
|
extracted_data = None
|
|
if action.data_extraction_goal:
|
|
scrape_action_result = await extract_information_for_navigation_goal(
|
|
scraped_page=scraped_page,
|
|
task=task,
|
|
step=step,
|
|
)
|
|
extracted_data = scrape_action_result.scraped_data
|
|
return [ActionSuccess(data=extracted_data)]
|
|
|
|
|
|
ActionHandler.register_action_type(ActionType.SOLVE_CAPTCHA, handle_solve_captcha_action)
|
|
ActionHandler.register_action_type(ActionType.CLICK, handle_click_action)
|
|
ActionHandler.register_action_type(ActionType.INPUT_TEXT, handle_input_text_action)
|
|
ActionHandler.register_action_type(ActionType.UPLOAD_FILE, handle_upload_file_action)
|
|
# ActionHandler.register_action_type(ActionType.DOWNLOAD_FILE, handle_download_file_action)
|
|
ActionHandler.register_action_type(ActionType.NULL_ACTION, handle_null_action)
|
|
ActionHandler.register_action_type(ActionType.SELECT_OPTION, handle_select_option_action)
|
|
ActionHandler.register_action_type(ActionType.WAIT, handle_wait_action)
|
|
ActionHandler.register_action_type(ActionType.TERMINATE, handle_terminate_action)
|
|
ActionHandler.register_action_type(ActionType.COMPLETE, handle_complete_action)
|
|
|
|
|
|
def get_actual_value_of_parameter_if_secret(task: Task, parameter: str) -> Any:
|
|
"""
|
|
Get the actual value of a parameter if it's a secret. If it's not a secret, return the parameter value as is.
|
|
|
|
Just return the parameter value if the task isn't a workflow's task.
|
|
|
|
This is only used for InputTextAction, UploadFileAction, and ClickAction (if it has a file_url).
|
|
"""
|
|
if task.workflow_run_id is None:
|
|
return parameter
|
|
|
|
workflow_run_context = app.WORKFLOW_CONTEXT_MANAGER.get_workflow_run_context(task.workflow_run_id)
|
|
secret_value = workflow_run_context.get_original_secret_value_or_none(parameter)
|
|
|
|
if secret_value == BitwardenConstants.TOTP:
|
|
secrets = workflow_run_context.get_secrets_from_password_manager()
|
|
secret_value = secrets[BitwardenConstants.TOTP]
|
|
return secret_value if secret_value is not None else parameter
|
|
|
|
|
|
async def chain_click(
|
|
task: Task,
|
|
scraped_page: ScrapedPage,
|
|
page: Page,
|
|
action: ClickAction | UploadFileAction,
|
|
skyvern_element: SkyvernElement,
|
|
timeout: int = SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
) -> List[ActionResult]:
|
|
# Add a defensive page handler here in case a click action opens a file chooser.
|
|
# This automatically dismisses the dialog
|
|
# File choosers are impossible to close if you don't expect one. Instead of dealing with it, close it!
|
|
|
|
locator = skyvern_element.locator
|
|
# TODO (suchintan): This should likely result in an ActionFailure -- we can figure out how to do this later!
|
|
LOG.info("Chain click starts", action=action, locator=locator)
|
|
file: list[str] | str = []
|
|
if action.file_url:
|
|
file_url = get_actual_value_of_parameter_if_secret(task, action.file_url)
|
|
try:
|
|
file = await download_file(file_url)
|
|
except Exception:
|
|
LOG.exception(
|
|
"Failed to download file, continuing without it",
|
|
action=action,
|
|
file_url=file_url,
|
|
)
|
|
file = []
|
|
|
|
fc_func = lambda fc: fc.set_files(files=file) # noqa: E731
|
|
page.on("filechooser", fc_func)
|
|
LOG.info("Registered file chooser listener", action=action, path=file)
|
|
|
|
"""
|
|
Clicks on an element identified by the css and its parent if failed.
|
|
:param css: css of the element to click
|
|
"""
|
|
javascript_triggered = await is_javascript_triggered(scraped_page, page, locator)
|
|
try:
|
|
await locator.click(timeout=timeout)
|
|
|
|
LOG.info("Chain click: main element click succeeded", action=action, locator=locator)
|
|
return [
|
|
ActionSuccess(
|
|
javascript_triggered=javascript_triggered,
|
|
)
|
|
]
|
|
|
|
except Exception:
|
|
action_results: list[ActionResult] = [
|
|
ActionFailure(
|
|
FailToClick(action.element_id),
|
|
javascript_triggered=javascript_triggered,
|
|
)
|
|
]
|
|
if await is_input_element(locator):
|
|
LOG.info(
|
|
"Chain click: it's an input element. going to try sibling click",
|
|
action=action,
|
|
locator=locator,
|
|
)
|
|
sibling_action_result = await click_sibling_of_input(locator, timeout=timeout)
|
|
action_results.append(sibling_action_result)
|
|
if type(sibling_action_result) == ActionSuccess:
|
|
return action_results
|
|
|
|
try:
|
|
parent_locator = locator.locator("..")
|
|
|
|
parent_javascript_triggered = await is_javascript_triggered(scraped_page, page, parent_locator)
|
|
javascript_triggered = javascript_triggered or parent_javascript_triggered
|
|
|
|
await parent_locator.click(timeout=timeout)
|
|
|
|
LOG.info(
|
|
"Chain click: successfully clicked parent element",
|
|
action=action,
|
|
parent_locator=parent_locator,
|
|
)
|
|
action_results.append(
|
|
ActionSuccess(
|
|
javascript_triggered=javascript_triggered,
|
|
interacted_with_parent=True,
|
|
)
|
|
)
|
|
except Exception:
|
|
LOG.warning(
|
|
"Failed to click parent element",
|
|
action=action,
|
|
parent_locator=parent_locator,
|
|
exc_info=True,
|
|
)
|
|
action_results.append(
|
|
ActionFailure(
|
|
FailToClick(action.element_id),
|
|
javascript_triggered=javascript_triggered,
|
|
interacted_with_parent=True,
|
|
)
|
|
)
|
|
# We don't raise exception here because we do log the exception, and return ActionFailure as the last action
|
|
|
|
return action_results
|
|
finally:
|
|
LOG.info("Remove file chooser listener", action=action)
|
|
|
|
# Sleep for 10 seconds after uploading a file to let the page process it
|
|
# Removing this breaks file uploads using the filechooser
|
|
# KEREM DO NOT REMOVE
|
|
if file:
|
|
await asyncio.sleep(10)
|
|
page.remove_listener("filechooser", fc_func)
|
|
|
|
|
|
async def normal_select(
|
|
action: actions.SelectOptionAction,
|
|
skyvern_element: SkyvernElement,
|
|
) -> List[ActionResult]:
|
|
action_result: List[ActionResult] = []
|
|
is_success = False
|
|
locator = skyvern_element.locator
|
|
|
|
try:
|
|
await locator.click(
|
|
timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
)
|
|
except Exception as e:
|
|
LOG.error(
|
|
"Failed to click before select action",
|
|
exc_info=True,
|
|
action=action,
|
|
locator=locator,
|
|
)
|
|
action_result.append(ActionFailure(e))
|
|
return action_result
|
|
|
|
if not is_success and action.option.label is not None:
|
|
try:
|
|
# First click by label (if it matches)
|
|
await locator.select_option(
|
|
label=action.option.label,
|
|
timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
)
|
|
is_success = True
|
|
action_result.append(ActionSuccess())
|
|
except Exception:
|
|
action_result.append(ActionFailure(FailToSelectByLabel(action.element_id)))
|
|
LOG.error(
|
|
"Failed to take select action by label",
|
|
exc_info=True,
|
|
action=action,
|
|
locator=locator,
|
|
)
|
|
|
|
if not is_success and action.option.value is not None:
|
|
try:
|
|
# click by value (if it matches)
|
|
await locator.select_option(
|
|
value=action.option.value,
|
|
timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
)
|
|
is_success = True
|
|
action_result.append(ActionSuccess())
|
|
except Exception:
|
|
action_result.append(ActionFailure(FailToSelectByValue(action.element_id)))
|
|
LOG.error(
|
|
"Failed to take select action by value",
|
|
exc_info=True,
|
|
action=action,
|
|
locator=locator,
|
|
)
|
|
|
|
if not is_success and action.option.index is not None:
|
|
if action.option.index >= len(skyvern_element.get_options()):
|
|
action_result.append(ActionFailure(OptionIndexOutOfBound(action.element_id)))
|
|
LOG.error(
|
|
"option index is out of bound",
|
|
action=action,
|
|
locator=locator,
|
|
)
|
|
else:
|
|
try:
|
|
# This means the supplied index was for the select element, not a reference to the css dict
|
|
await locator.select_option(
|
|
index=action.option.index,
|
|
timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
)
|
|
is_success = True
|
|
action_result.append(ActionSuccess())
|
|
except Exception:
|
|
action_result.append(ActionFailure(FailToSelectByIndex(action.element_id)))
|
|
LOG.error(
|
|
"Failed to click on the option by index",
|
|
exc_info=True,
|
|
action=action,
|
|
locator=locator,
|
|
)
|
|
|
|
try:
|
|
await locator.click(
|
|
timeout=SettingsManager.get_settings().BROWSER_ACTION_TIMEOUT_MS,
|
|
)
|
|
except Exception as e:
|
|
LOG.error(
|
|
"Failed to click after select action",
|
|
exc_info=True,
|
|
action=action,
|
|
locator=locator,
|
|
)
|
|
action_result.append(ActionFailure(e))
|
|
return action_result
|
|
|
|
if len(action_result) == 0:
|
|
action_result.append(ActionFailure(EmptySelect(element_id=action.element_id)))
|
|
|
|
return action_result
|
|
|
|
|
|
def get_anchor_to_click(scraped_page: ScrapedPage, element_id: str) -> str | None:
|
|
"""
|
|
Get the anchor tag under the label to click
|
|
"""
|
|
LOG.info("Getting anchor tag to click", element_id=element_id)
|
|
for ele in scraped_page.elements:
|
|
if "id" in ele and ele["id"] == element_id:
|
|
for child in ele["children"]:
|
|
if "tagName" in child and child["tagName"] == "a":
|
|
return scraped_page.id_to_css_dict[child["id"]]
|
|
return None
|
|
|
|
|
|
def get_select_id_in_label_children(scraped_page: ScrapedPage, element_id: str) -> str | None:
|
|
"""
|
|
search <select> in the children of <label>
|
|
"""
|
|
LOG.info("Searching select in the label children", element_id=element_id)
|
|
element = scraped_page.id_to_element_dict.get(element_id, None)
|
|
if element is None:
|
|
return None
|
|
|
|
for child in element.get("children", []):
|
|
if child.get("tagName", "") == "select":
|
|
return child.get("id", None)
|
|
|
|
return None
|
|
|
|
|
|
def get_checkbox_id_in_label_children(scraped_page: ScrapedPage, element_id: str) -> str | None:
|
|
"""
|
|
search checkbox/radio in the children of <label>
|
|
"""
|
|
LOG.info("Searching checkbox/radio in the label children", element_id=element_id)
|
|
element = scraped_page.id_to_element_dict.get(element_id, None)
|
|
if element is None:
|
|
return None
|
|
|
|
for child in element.get("children", []):
|
|
if child.get("tagName", "") == "input" and child.get("attributes", {}).get("type") in ["checkbox", "radio"]:
|
|
return child.get("id", None)
|
|
|
|
return None
|
|
|
|
|
|
@deprecated("This function is deprecated. It was used for select2 dropdown, but we don't use it anymore.")
|
|
async def is_javascript_triggered(scraped_page: ScrapedPage, page: Page, locator: Locator) -> bool:
|
|
element = locator.first
|
|
|
|
tag_name = await element.evaluate("e => e.tagName")
|
|
if tag_name.lower() == "a":
|
|
href = await element.evaluate("e => e.href")
|
|
if href.lower().startswith("javascript:"):
|
|
LOG.info("Found javascript call in anchor tag, marking step as completed. Dropping remaining actions")
|
|
return True
|
|
return False
|
|
|
|
|
|
async def get_tag_name_lowercase(locator: Locator) -> str | None:
|
|
element = locator.first
|
|
if element:
|
|
tag_name = await element.evaluate("e => e.tagName")
|
|
return tag_name.lower()
|
|
return None
|
|
|
|
|
|
async def is_file_input_element(locator: Locator) -> bool:
|
|
element = locator.first
|
|
if element:
|
|
tag_name = await element.evaluate("el => el.tagName")
|
|
type_name = await element.evaluate("el => el.type")
|
|
return tag_name.lower() == "input" and type_name == "file"
|
|
return False
|
|
|
|
|
|
async def is_input_element(locator: Locator) -> bool:
|
|
element = locator.first
|
|
if element:
|
|
tag_name = await element.evaluate("el => el.tagName")
|
|
return tag_name.lower() == "input"
|
|
return False
|
|
|
|
|
|
async def click_sibling_of_input(
|
|
locator: Locator,
|
|
timeout: int,
|
|
javascript_triggered: bool = False,
|
|
) -> ActionResult:
|
|
try:
|
|
input_element = locator.first
|
|
parent_locator = locator.locator("..")
|
|
if input_element:
|
|
input_id = await input_element.get_attribute("id")
|
|
sibling_label_css = f'label[for="{input_id}"]'
|
|
label_locator = parent_locator.locator(sibling_label_css)
|
|
await label_locator.click(timeout=timeout)
|
|
LOG.info(
|
|
"Successfully clicked sibling label of input element",
|
|
sibling_label_css=sibling_label_css,
|
|
)
|
|
return ActionSuccess(javascript_triggered=javascript_triggered, interacted_with_sibling=True)
|
|
# Should never get here
|
|
return ActionFailure(
|
|
exception=Exception("Failed while trying to click sibling of input element"),
|
|
javascript_triggered=javascript_triggered,
|
|
interacted_with_sibling=True,
|
|
)
|
|
except Exception:
|
|
LOG.warning("Failed to click sibling label of input element", exc_info=True)
|
|
return ActionFailure(
|
|
exception=Exception("Failed while trying to click sibling of input element"),
|
|
javascript_triggered=javascript_triggered,
|
|
)
|
|
|
|
|
|
async def extract_information_for_navigation_goal(
|
|
task: Task,
|
|
step: Step,
|
|
scraped_page: ScrapedPage,
|
|
) -> ScrapeResult:
|
|
"""
|
|
Scrapes a webpage and returns the scraped response, including:
|
|
1. JSON representation of what the user is seeing
|
|
2. The scraped page
|
|
"""
|
|
prompt_template = "extract-information"
|
|
|
|
extract_information_prompt = prompt_engine.load_prompt(
|
|
prompt_template,
|
|
navigation_goal=task.navigation_goal,
|
|
navigation_payload=task.navigation_payload,
|
|
elements=scraped_page.element_tree,
|
|
data_extraction_goal=task.data_extraction_goal,
|
|
extracted_information_schema=task.extracted_information_schema,
|
|
current_url=scraped_page.url,
|
|
extracted_text=scraped_page.extracted_text,
|
|
error_code_mapping_str=(json.dumps(task.error_code_mapping) if task.error_code_mapping else None),
|
|
)
|
|
|
|
json_response = await app.LLM_API_HANDLER(
|
|
prompt=extract_information_prompt,
|
|
step=step,
|
|
screenshots=scraped_page.screenshots,
|
|
)
|
|
|
|
return ScrapeResult(
|
|
scraped_data=json_response,
|
|
)
|
|
|
|
|
|
async def click_listbox_option(
|
|
scraped_page: ScrapedPage,
|
|
page: Page,
|
|
action: actions.SelectOptionAction,
|
|
listbox_element_id: str,
|
|
) -> bool:
|
|
listbox_element = scraped_page.id_to_element_dict[listbox_element_id]
|
|
# this is a listbox element, get all the children
|
|
if "children" not in listbox_element:
|
|
return False
|
|
|
|
LOG.info("starting bfs", listbox_element_id=listbox_element_id)
|
|
bfs_queue = [child for child in listbox_element["children"]]
|
|
while bfs_queue:
|
|
child = bfs_queue.pop(0)
|
|
LOG.info("popped child", element_id=child["id"])
|
|
if "attributes" in child and "role" in child["attributes"] and child["attributes"]["role"] == "option":
|
|
LOG.info("found option", element_id=child["id"])
|
|
text = child["text"] if "text" in child else ""
|
|
if text and (text == action.option.label or text == action.option.value):
|
|
dom = DomUtil(scraped_page=scraped_page, page=page)
|
|
try:
|
|
skyvern_element = await dom.get_skyvern_element_by_id(child["id"])
|
|
locator = skyvern_element.locator
|
|
await locator.click(timeout=1000)
|
|
|
|
return True
|
|
except Exception:
|
|
LOG.error(
|
|
"Failed to click on the option",
|
|
action=action,
|
|
locator=locator,
|
|
exc_info=True,
|
|
)
|
|
if "children" in child:
|
|
bfs_queue.extend(child["children"])
|
|
return False
|
|
|
|
|
|
async def get_input_value(locator: Locator) -> str | None:
|
|
tag_name = await get_tag_name_lowercase(locator)
|
|
if tag_name in COMMON_INPUT_TAGS:
|
|
return await locator.input_value()
|
|
# for span, div, p or other tags:
|
|
return await locator.inner_text()
|