Download gui_interaction/src/gui_env.py from Gen-Verse/RSI-Anything: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Gen-Verse/RSI-Anything/resolve/main/gui_interaction/src/gui_env.py
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4.06 kB
| """Real Chromium executes the unmodified official task HTML; only timeout is overridden.""" | |
| import functools | |
| import http.server | |
| import os | |
| import threading | |
| import time | |
| from common import ROOT, correctness | |
| if (ROOT/'browser').exists(): os.environ['PLAYWRIGHT_BROWSERS_PATH'] = str(ROOT/'browser') | |
| if (ROOT/'browser_lib').exists(): os.environ['LD_LIBRARY_PATH'] = str(ROOT/'browser_lib/usr/lib/x86_64-linux-gnu')+':'+os.environ.get('LD_LIBRARY_PATH','') | |
| from playwright.sync_api import sync_playwright | |
| class QuietHandler(http.server.SimpleHTTPRequestHandler): | |
| def log_message(self, *args): | |
| pass | |
| class GUIEnv: | |
| def __init__(self, max_steps=8): | |
| directory = ROOT/'vendor/miniwob-plusplus/miniwob/html' | |
| self.server = http.server.ThreadingHTTPServer(('127.0.0.1',0), functools.partial(QuietHandler,directory=str(directory))) | |
| self.thread=threading.Thread(target=self.server.serve_forever,daemon=True) | |
| self.thread.start() | |
| self.pw=sync_playwright().start() | |
| self.browser=self.pw.chromium.launch(headless=True,executable_path=os.environ.get('RSI_CHROMIUM_PATH'),args=['--no-sandbox','--disable-dev-shm-usage']) | |
| self.page=self.browser.new_page(viewport={'width':500,'height':400}) | |
| self.page.goto(f'http://127.0.0.1:{self.server.server_port}/miniwob/click-checkboxes.html',wait_until='load') | |
| self.max_steps=max_steps | |
| def reset(self, seed): | |
| self.steps=0 | |
| self.submitted=False | |
| self.started=time.monotonic() | |
| self.page.evaluate('''seed=>{Math.seedrandom(String(seed));core.EPISODE_MAX_TIME=120000;core.startEpisodeReal();}''',seed) | |
| self.page.wait_for_function("()=>!WOB_DONE_GLOBAL && document.querySelectorAll('#boxes label').length>0") | |
| return self.observe() | |
| def observe(self): | |
| obs=self.page.evaluate('''()=>({instruction:document.querySelector('#query').innerText, | |
| elements:Array.from(document.querySelectorAll('#boxes label')).map((e,i)=>({slot:i,ref:e.querySelector('input').id,label:e.innerText.trim(),checked:e.querySelector('input').checked})), | |
| done:Boolean(WOB_DONE_GLOBAL),raw_reward:Number(WOB_RAW_REWARD_GLOBAL),reward_reason:WOB_REWARD_REASON})''') | |
| obs.update(remaining_actions=max(0,self.max_steps-self.steps),submitted=self.submitted) | |
| if self.steps>=self.max_steps or time.monotonic()-self.started>=120: | |
| obs['done']=True | |
| obs['budget_exhausted']=not self.submitted | |
| return obs | |
| def step(self, action): | |
| before=self.observe() | |
| if before['done']: | |
| raise RuntimeError('Cannot act after termination') | |
| started=time.monotonic() | |
| if action['kind']=='click': | |
| slot=action['slot'] | |
| if not isinstance(slot,int) or not 0<=slot<len(before['elements']):raise ValueError('Invalid slot') | |
| self.page.locator('#'+before['elements'][slot]['ref']).click(force=True) | |
| elif action['kind']=='submit': | |
| self.submitted=True | |
| self.page.locator('#subbtn').click(force=True) | |
| else:raise ValueError('Invalid action') | |
| self.steps+=1 | |
| return self.observe(),time.monotonic()-started | |
| def replay(self,seed,actions,expected): | |
| obs=self.reset(seed) | |
| for action in actions: | |
| obs,_=self.step(action) | |
| # Wall time and reward are deliberately excluded; visible state must match exactly. | |
| if any(obs[k]!=expected[k] for k in ['instruction','elements','done','submitted','remaining_actions']): | |
| raise RuntimeError('Browser replay failed exact visible-state check') | |
| return obs | |
| def screenshot(self,path): | |
| self.page.screenshot(path=str(path)) | |
| def close(self): | |
| self.browser.close() | |
| self.pw.stop() | |
| self.server.shutdown() | |
| self.server.server_close() | |
| def rule_action(obs): | |
| from common import goal_bits | |
| for e,g in zip(obs['elements'],goal_bits(obs)): | |
| if e['checked']!=g:return {'kind':'click','slot':e['slot']} | |
| return {'kind':'submit'} | |