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107 lines
3.0 KiB
Python
107 lines
3.0 KiB
Python
from pathlib import Path
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import cua_bench as cb
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# Called once per batch
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@cb.tasks_config(split="train")
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def load():
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os_types = ["linux"] # ["macos", "win11", "win10"]
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# Different spreadsheet cell entry scenarios
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cell_scenarios = [
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{"cell": "A1", "value": "Product", "description": 'Enter "Product" into cell A1'},
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{"cell": "B2", "value": "150", "description": 'Enter "150" into cell B2'},
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{"cell": "C3", "value": "=SUM(A1:A10)", "description": 'Enter "=SUM(A1:A10)" into cell C3'},
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{
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"cell": "D4",
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"value": "Total Revenue",
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"description": 'Enter "Total Revenue" into cell D4',
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},
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{"cell": "A5", "value": "42.50", "description": 'Enter "42.50" into cell A5'},
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]
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return [
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cb.Task(
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description=scenario["description"] + ".",
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metadata={
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"cell": scenario["cell"],
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"value": scenario["value"],
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},
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computer={
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"provider": "native",
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"setup_config": {
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"os_type": os_type,
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"width": 1024,
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"height": 768,
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"background": "#c0c0c0",
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},
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},
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)
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for os_type in os_types
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for scenario in cell_scenarios
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]
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# All code below will be running in a separate process per task
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pid = None
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# Called at start of task
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@cb.setup_task(split="train")
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async def start(task_cfg: cb.Task, session: cb.DesktopSession):
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global pid
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# Setup steps:
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# 1. Create a webview window
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pid = await session.launch_window(
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html=(Path(__file__).parent / "gui/index.html").read_text("utf-8"),
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title="Spreadsheet Task",
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width=700,
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height=500,
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)
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# Called at end of task
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@cb.evaluate_task(split="train")
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async def evaluate(task_cfg: cb.Task, session: cb.DesktopSession) -> list[float]:
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global pid
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# Evaluation steps:
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# 1. Get the cell data from the spreadsheet
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cell_data = await session.execute_javascript(pid, "window.__cellData")
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if cell_data is None:
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return [0.0]
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# 2. Check if the correct cell has the correct value
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target_cell = task_cfg.metadata["cell"]
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expected_value = task_cfg.metadata["value"]
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actual_value = cell_data.get(target_cell)
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# Return 1.0 if the value matches exactly, 0.0 otherwise
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return [1.0] if actual_value == expected_value else [0.0]
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# Called after setup_task if run_solution is True
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@cb.solve_task(split="train")
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async def solve(task_cfg: cb.Task, session: cb.DesktopSession):
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global pid
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# Solution steps:
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# 1. Click the target cell
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target_cell = task_cfg.metadata["cell"]
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await session.click_element(pid, f"#cell-{target_cell}")
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# 2. Type the value
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await session.execute_action(cb.TypeAction(text=task_cfg.metadata["value"]))
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# 3. Press Enter to confirm the entry
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await session.execute_action(cb.KeyAction(key="Return"))
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if __name__ == "__main__":
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cb.interact(__file__)
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