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Co-authored-by: openhands <openhands@all-hands.dev> Co-authored-by: Boxuan Li <liboxuan@connect.hku.hk>
161 lines
6.3 KiB
Python
161 lines
6.3 KiB
Python
from browsergym.core.action.highlevel import HighLevelActionSet
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from litellm import ChatCompletionToolParam, ChatCompletionToolParamFunctionChunk
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# from browsergym/core/action/highlevel.py
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_browser_action_space = HighLevelActionSet(
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subsets=['bid', 'nav'],
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strict=False, # less strict on the parsing of the actions
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multiaction=True, # enable to agent to take multiple actions at once
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)
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_BROWSER_DESCRIPTION = """Interact with the browser using Python code. Use it ONLY when you need to interact with a webpage.
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See the description of "code" parameter for more details.
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Multiple actions can be provided at once, but will be executed sequentially without any feedback from the page.
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More than 2-3 actions usually leads to failure or unexpected behavior. Example:
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fill('a12', 'example with "quotes"')
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click('a51')
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click('48', button='middle', modifiers=['Shift'])
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You can also use the browser to view pdf, png, jpg files.
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You should first check the content of /tmp/oh-server-url to get the server url, and then use it to view the file by `goto("{server_url}/view?path={absolute_file_path}")`.
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For example: `goto("http://localhost:8000/view?path=/workspace/test_document.pdf")`
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Note: The file should be downloaded to the local machine first before using the browser to view it.
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"""
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_BROWSER_TOOL_DESCRIPTION = """
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The following 15 functions are available. Nothing else is supported.
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goto(url: str)
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Description: Navigate to a url.
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Examples:
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goto('http://www.example.com')
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go_back()
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Description: Navigate to the previous page in history.
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Examples:
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go_back()
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go_forward()
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Description: Navigate to the next page in history.
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Examples:
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go_forward()
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noop(wait_ms: float = 1000)
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Description: Do nothing, and optionally wait for the given time (in milliseconds).
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You can use this to get the current page content and/or wait for the page to load.
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Examples:
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noop()
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noop(500)
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scroll(delta_x: float, delta_y: float)
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Description: Scroll horizontally and vertically. Amounts in pixels, positive for right or down scrolling, negative for left or up scrolling. Dispatches a wheel event.
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Examples:
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scroll(0, 200)
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scroll(-50.2, -100.5)
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fill(bid: str, value: str)
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Description: Fill out a form field. It focuses the element and triggers an input event with the entered text. It works for <input>, <textarea> and [contenteditable] elements.
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Examples:
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fill('237', 'example value')
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fill('45', 'multi-line\nexample')
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fill('a12', 'example with "quotes"')
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select_option(bid: str, options: str | list[str])
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Description: Select one or multiple options in a <select> element. You can specify option value or label to select. Multiple options can be selected.
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Examples:
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select_option('a48', 'blue')
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select_option('c48', ['red', 'green', 'blue'])
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click(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'ControlOrMeta', 'Meta', 'Shift']] = [])
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Description: Click an element.
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Examples:
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click('a51')
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click('b22', button='right')
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click('48', button='middle', modifiers=['Shift'])
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dblclick(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'ControlOrMeta', 'Meta', 'Shift']] = [])
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Description: Double click an element.
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Examples:
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dblclick('12')
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dblclick('ca42', button='right')
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dblclick('178', button='middle', modifiers=['Shift'])
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hover(bid: str)
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Description: Hover over an element.
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Examples:
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hover('b8')
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press(bid: str, key_comb: str)
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Description: Focus the matching element and press a combination of keys. It accepts the logical key names that are emitted in the keyboardEvent.key property of the keyboard events: Backquote, Minus, Equal, Backslash, Backspace, Tab, Delete, Escape, ArrowDown, End, Enter, Home, Insert, PageDown, PageUp, ArrowRight, ArrowUp, F1 - F12, Digit0 - Digit9, KeyA - KeyZ, etc. You can alternatively specify a single character you'd like to produce such as "a" or "#". Following modification shortcuts are also supported: Shift, Control, Alt, Meta, ShiftLeft, ControlOrMeta. ControlOrMeta resolves to Control on Windows and Linux and to Meta on macOS.
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Examples:
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press('88', 'Backspace')
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press('a26', 'ControlOrMeta+a')
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press('a61', 'Meta+Shift+t')
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focus(bid: str)
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Description: Focus the matching element.
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Examples:
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focus('b455')
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clear(bid: str)
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Description: Clear the input field.
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Examples:
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clear('996')
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drag_and_drop(from_bid: str, to_bid: str)
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Description: Perform a drag & drop. Hover the element that will be dragged. Press left mouse button. Move mouse to the element that will receive the drop. Release left mouse button.
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Examples:
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drag_and_drop('56', '498')
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upload_file(bid: str, file: str | list[str])
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Description: Click an element and wait for a "filechooser" event, then select one or multiple input files for upload. Relative file paths are resolved relative to the current working directory. An empty list clears the selected files.
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Examples:
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upload_file('572', '/home/user/my_receipt.pdf')
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upload_file('63', ['/home/bob/Documents/image.jpg', '/home/bob/Documents/file.zip'])
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"""
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for _, action in _browser_action_space.action_set.items():
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assert (
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action.signature in _BROWSER_TOOL_DESCRIPTION
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), f'Browser description mismatch. Please double check if the BrowserGym updated their action space.\n\nAction: {action.signature}'
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assert (
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action.description in _BROWSER_TOOL_DESCRIPTION
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), f'Browser description mismatch. Please double check if the BrowserGym updated their action space.\n\nAction: {action.description}'
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BrowserTool = ChatCompletionToolParam(
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type='function',
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function=ChatCompletionToolParamFunctionChunk(
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name='browser',
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description=_BROWSER_DESCRIPTION,
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parameters={
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'type': 'object',
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'properties': {
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'code': {
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'type': 'string',
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'description': (
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'The Python code that interacts with the browser.\n'
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+ _BROWSER_TOOL_DESCRIPTION
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),
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}
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},
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'required': ['code'],
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},
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),
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)
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