From 673337067656a69e5a7bfa79f1504dc3f6085b54 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=9D=A8=E8=90=A7=E7=8E=89?= Date: Fri, 24 Oct 2025 14:50:31 +0800 Subject: [PATCH 1/5] Replace disable_overlay_once with toggle_overlay --- eval/cli.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/eval/cli.py b/eval/cli.py index 07e1f34..47515af 100644 --- a/eval/cli.py +++ b/eval/cli.py @@ -8,7 +8,7 @@ from eval.env.boot import boot_environment from eval.runner import run_task_on_env from eval.tracker import write_task_result -from eval.portal.keepalive import disable_overlay_once +from droidrun.portal import toggle_overlay from droidrun import load_llm, __version__ as droidrun_version from android_world import __version__ as android_world_version from adbutils import adb @@ -100,7 +100,7 @@ def check(env_url, env_serial): def disable_overlay(env_serial): try: device = adb.device(env_serial) - disable_overlay_once(device) + toggle_overlay(device, False) logger.info("Overlay disabled") except Exception as e: logger.error(f"Error disabling overlay: {e}") From 254ca7c47dd07a5aa31c865ab534c2c7aba4dfc6 Mon Sep 17 00:00:00 2001 From: yulingtianxia Date: Fri, 24 Oct 2025 18:41:57 +0800 Subject: [PATCH 2/5] chore: update port configuration and improve connection logic - Change default port from 5000 to 5001 to avoid conflicts with macOS services (e.g., AirTunes) - Integrate new DroidAgent config API using config_manager - Improve device connection logic to properly handle emulators and network devices - Add timeout handling and error handling mechanisms - Support custom API base URL configuration via --api-base flag - Update README documentation with additional configuration options and examples - Update dependency lock file --- README.md | 67 +- droidrun | 2 +- eval/cli.py | 14 +- eval/env/boot.py | 17 +- eval/env/client.py | 2 +- eval/runner.py | 59 +- eval/tracker.py | 23 +- uv.lock | 4970 +++++++++++++++++++++++--------------------- 8 files changed, 2709 insertions(+), 2445 deletions(-) diff --git a/README.md b/README.md index dff21b9..ceb7056 100644 --- a/README.md +++ b/README.md @@ -93,7 +93,7 @@ droidworld check Execute from `droidrun-android-world` directory: ```bash # Example: add contact task -droidworld run --tasks ContactsAddContact +droidworld run --task ContactsAddContact ``` --- @@ -179,6 +179,12 @@ Run a specific task by name: droidworld run --task ContactsAddContact ``` +Run multiple specific tasks: + +```bash +droidworld run --task ContactsAddContact --task ContactsDeleteContact +``` + ### List Available Tasks View all available tasks with their IDs: @@ -189,17 +195,66 @@ droidworld list-tasks ### Customizing the Benchmark +#### LLM Provider Configuration + ```bash -# Run with a different LLM provider and model -droidworld run --llm-provider Anthropic --llm-model claude-3-sonnet-20240229 +# Use Anthropic Claude +droidworld run --task ContactsAddContact \ + --llm-provider Anthropic \ + --llm-model claude-3-sonnet-20240229 + +# Use OpenAI-compatible API (e.g., third-party proxy) +droidworld run --task ContactsAddContact \ + --llm-provider OpenAILike \ + --llm-model gemini-2.5-pro \ + --api-base http://your-api-endpoint/v1 + +# Enable vision and reasoning modes +droidworld run --task ContactsAddContact \ + --vision \ + --reasoning +``` + +#### Task Family Selection + +Choose from different task families: +- `android_world` (default): Full Android World task suite +- `android`: Android-specific tasks +- `miniwob`: MiniWoB tasks +- `information_retrieval`: Information retrieval tasks +```bash +droidworld run --task-family android --min-task-idx 0 --max-task-idx 5 +``` + +#### Performance Tuning + +```bash # Set maximum steps per task: multiplier * task complexity -droidworld run --max-step-multiplier 15 +droidworld run --task ContactsAddContact --max-steps-multiplier 15 + +# Set timeout: multiplier (in seconds) per task +droidworld run --task ContactsAddContact --timeout-multiplier 300 + +# Adjust LLM temperature +droidworld run --task ContactsAddContact --temperature 0.7 +``` + +#### Advanced Options +```bash # Run multiple parameter combinations per task -droidworld run --n-task-combinations 3 +droidworld run --task ContactsAddContact --n-task-combinations 3 + +# Enable debug mode and tracing +droidworld run --task ContactsAddContact --debug --tracing + +# Use custom environment URL and device serial +droidworld run --task ContactsAddContact \ + --env-url http://localhost:5001 \ + --env-serial emulator-5554 -# Check all available configuration options with +# Check all available configuration options droidworld run --help ``` diff --git a/droidrun b/droidrun index d7bd2d5..ec44159 160000 --- a/droidrun +++ b/droidrun @@ -1 +1 @@ -Subproject commit d7bd2d5da856e865cf1d298085cbcbd165fcdc7f +Subproject commit ec44159e8b8d00c7fb8efb0ddd4f7556cdff0484 diff --git a/eval/cli.py b/eval/cli.py index 47515af..34cedf4 100644 --- a/eval/cli.py +++ b/eval/cli.py @@ -67,7 +67,7 @@ def version(): @cli.command() @click.option( "--env-url", - default="http://localhost:5000", + default="http://localhost:5001", help="Android World Environment URL to use.", ) def list_tasks(env_url): @@ -81,7 +81,7 @@ def list_tasks(env_url): @cli.command() @click.option( "--env-url", - default="http://localhost:5000", + default="http://localhost:5001", help="Android World Environment URL to use.", ) @click.option("--env-serial", default="emulator-5554", help="Device serial to use.") @@ -110,7 +110,7 @@ def disable_overlay(env_serial): @cli.command() @click.option( "--env-url", - default="http://localhost:5000", + default="http://localhost:5001", help="Android World Environment URL to use.", ) @click.option("--env-serial", default="emulator-5554", help="Device serial to use.") @@ -124,6 +124,7 @@ def disable_overlay(env_serial): ) @click.option("--llm-provider", default="Gemini", help="LLM provider to use.") @click.option("--llm-model", default="gemini-2.5-pro", help="LLM model to use.") +@click.option("--api-base", default=None, help="Base URL for API (e.g., OpenAI-compatible API).") @click.option("--vision", is_flag=True, help="Enable vision.") @click.option("--reasoning", is_flag=True, help="Enable reasoning.") @click.option("--reflection", is_flag=True, help="Enable reflection.") @@ -144,6 +145,7 @@ async def run( n_task_combinations, llm_provider, llm_model, + api_base, vision, reasoning, reflection, @@ -185,7 +187,11 @@ async def run( logger.info(f"Found tasks: {', '.join(task_list)} ({len(task_list)})") logger.debug(f"Loading LLM: {llm_provider} {llm_model} {temperature}") - llm = load_llm(llm_provider, model=llm_model, temperature=temperature) + llm_kwargs = {"model": llm_model, "temperature": temperature} + if api_base: + llm_kwargs["api_base"] = api_base + logger.debug(f"Using custom API base: {api_base}") + llm = load_llm(llm_provider, **llm_kwargs) logger.debug("LLM loaded successfully") for task_name in task_list: diff --git a/eval/env/boot.py b/eval/env/boot.py index 53f4993..bc5f86f 100644 --- a/eval/env/boot.py +++ b/eval/env/boot.py @@ -24,13 +24,20 @@ def ensure_connected(serial: str) -> AdbDevice: try: - res = adb.connect(serial) - if res.count("failed") > 0 or res.count("unable") > 0: - raise res + # For emulator devices (emulator-*), they're already connected locally + # Only try network connect for IP addresses + if ":" in serial or not serial.startswith("emulator-"): + res = adb.connect(serial) + if res.count("failed") > 0 or res.count("unable") > 0: + raise RuntimeError(f"Failed to connect: {res}") + + # Verify device is available + device = adb.device(serial) + # Test if device is accessible + device.shell("echo test") + return device except Exception as e: raise RuntimeError(f"Device {serial} is not connected: {e}") - - return adb.device(serial) def install_portal(device: AdbDevice): diff --git a/eval/env/client.py b/eval/env/client.py index 5fc9a21..8791a28 100644 --- a/eval/env/client.py +++ b/eval/env/client.py @@ -61,7 +61,7 @@ def parse_element(data: dict[str, Any]) -> representation_utils.UIElement: class AndroidEnvClient: """Client for interacting with the Android environment server.""" - def __init__(self, base_url: str = "http://localhost:5000"): + def __init__(self, base_url: str = "http://localhost:5001"): logger.info( "Setting up Android environment using Docker - Initial setup may take" " 5-10 minutes. Please wait..." diff --git a/eval/runner.py b/eval/runner.py index 735b80d..55a8449 100644 --- a/eval/runner.py +++ b/eval/runner.py @@ -57,18 +57,41 @@ async def run_task_on_env( ) tools = AndroidWorldTools(device_serial, env) + + # Import new config classes for DroidAgent + from droidrun.config_manager.config_manager import ( + DroidrunConfig, + AgentConfig, + DeviceConfig, + LoggingConfig, + TracingConfig, + ManagerConfig, + ExecutorConfig, + CodeActConfig, + ) + + # Build config for new DroidAgent API + agent_config = AgentConfig( + reasoning=reasoning, + max_steps=max_steps, + manager=ManagerConfig(vision=vision), + executor=ExecutorConfig(vision=vision), + codeact=CodeActConfig(vision=vision), + ) + + config = DroidrunConfig( + agent=agent_config, + device=DeviceConfig(), + logging=LoggingConfig(debug=debug, save_trajectory="none"), + tracing=TracingConfig(enabled=tracing), + ) + agent = DroidAgent( goal=task_goal, - llm=llm, + config=config, + llms=llm, # New API accepts single LLM for all agents tools=tools, - reasoning=reasoning, - enable_tracing=tracing, - debug=debug, - max_steps=max_steps, timeout=timeout, - save_trajectories="none", - reflection=reflection, - vision=vision, ) logger.debug("DroidAgent initialized successfully") @@ -95,15 +118,25 @@ async def run_task_on_env( logger.warn(f"Droidrun timed out for task {task_name} {task_idx}: {e}") score = env.get_task_score(task_name, task_idx) logger.info(f"Task {task_name} {task_idx} score: {score}") + + # Create a simple result object for timeout + class TimeoutResult: + def __init__(self): + self.success = False + self.reason = f"Timeout after {timeout} seconds" + # Handle both old and new API for step counter + if hasattr(agent, 'step_counter'): + self.steps = agent.step_counter + elif hasattr(agent, 'shared_state') and hasattr(agent.shared_state, 'step_number'): + self.steps = agent.shared_state.step_number + else: + self.steps = 0 + result = get_task_result( task_result, agent, score=score, - agent_result={ - "steps": agent.step_counter, - "success": False, - "reason": f"Timeout after {timeout} seconds", - }, + agent_result=TimeoutResult(), device=device_serial, ) except Exception as e: diff --git a/eval/tracker.py b/eval/tracker.py index 35ff41b..e7c3517 100644 --- a/eval/tracker.py +++ b/eval/tracker.py @@ -111,9 +111,17 @@ def get_task_result( task_result.success = score if agent_result is not None: - task_result.agent_success = agent_result["success"] - task_result.steps_taken = agent_result["steps"] - task_result.final_thought = agent_result["reason"] + # Handle both old dict format and new ResultEvent format + if hasattr(agent_result, 'success'): + # New API: ResultEvent object + task_result.agent_success = agent_result.success + task_result.steps_taken = agent_result.steps + task_result.final_thought = agent_result.reason + else: + # Old API: dict + task_result.agent_success = agent_result["success"] + task_result.steps_taken = agent_result["steps"] + 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handling for Browser tasks to accommodate increased complexity. - Improved agent initialization to utilize provided config or fallback to CLI parameters for backward compatibility. --- eval/cli.py | 47 +++++++++++++++++++++++------------- eval/runner.py | 65 ++++++++++++++++++++++++++++++++------------------ 2 files changed, 73 insertions(+), 39 deletions(-) diff --git a/eval/cli.py b/eval/cli.py index 34cedf4..75dba52 100644 --- a/eval/cli.py +++ b/eval/cli.py @@ -122,15 +122,16 @@ def disable_overlay(env_serial): @click.option( "--n-task-combinations", "-n", default=1, help="Number of task combinations." ) -@click.option("--llm-provider", default="Gemini", help="LLM provider to use.") -@click.option("--llm-model", default="gemini-2.5-pro", help="LLM model to use.") -@click.option("--api-base", default=None, help="Base URL for API (e.g., OpenAI-compatible API).") -@click.option("--vision", is_flag=True, help="Enable vision.") -@click.option("--reasoning", is_flag=True, help="Enable reasoning.") -@click.option("--reflection", is_flag=True, help="Enable reflection.") -@click.option("--debug", is_flag=True, help="Enable debug mode.") -@click.option("--temperature", default=0.5, help="Temperature to use.") -@click.option("--tracing", is_flag=True, help="Enable tracing.") +@click.option("--config", "-c", default=None, help="Path to DroidRun config.yaml file. If provided, CLI LLM parameters will be ignored.") +@click.option("--llm-provider", default="Gemini", help="LLM provider to use (ignored if --config is provided).") +@click.option("--llm-model", default="gemini-2.5-pro", help="LLM model to use (ignored if --config is provided).") +@click.option("--api-base", default=None, help="Base URL for API (ignored if --config is provided).") +@click.option("--vision", is_flag=True, help="Enable vision (ignored if --config is provided).") +@click.option("--reasoning", is_flag=True, help="Enable reasoning (ignored if --config is provided).") +@click.option("--reflection", is_flag=True, help="Enable reflection (ignored if --config is provided).") +@click.option("--debug", is_flag=True, help="Enable debug mode (ignored if --config is provided).") +@click.option("--temperature", default=0.5, help="Temperature to use (ignored if --config is provided).") +@click.option("--tracing", is_flag=True, help="Enable tracing (ignored if --config is provided).") @click.option("--max-steps-multiplier", default=15, help="Max steps multiplier.") @click.option("--timeout-multiplier", default=300, help="Timeout multiplier.") @make_sync @@ -143,6 +144,7 @@ async def run( max_task_idx, task, n_task_combinations, + config, llm_provider, llm_model, api_base, @@ -186,13 +188,25 @@ async def run( logger.info(f"Found tasks: {', '.join(task_list)} ({len(task_list)})") - logger.debug(f"Loading LLM: {llm_provider} {llm_model} {temperature}") - llm_kwargs = {"model": llm_model, "temperature": temperature} - if api_base: - llm_kwargs["api_base"] = api_base - logger.debug(f"Using custom API base: {api_base}") - llm = load_llm(llm_provider, **llm_kwargs) - logger.debug("LLM loaded successfully") + # Load config or use CLI parameters + droidrun_config = None + llm = None + + if config: + # Use config file - load DroidrunConfig + from droidrun.config_manager import DroidrunConfig + logger.info(f"Loading DroidRun config from: {config}") + droidrun_config = DroidrunConfig.from_yaml(config) + logger.info("Config loaded successfully. CLI LLM parameters will be ignored.") + else: + # Use CLI parameters - load single LLM + logger.debug(f"Loading LLM from CLI: {llm_provider} {llm_model} {temperature}") + llm_kwargs = {"model": llm_model, "temperature": temperature} + if api_base: + llm_kwargs["api_base"] = api_base + logger.debug(f"Using custom API base: {api_base}") + llm = load_llm(llm_provider, **llm_kwargs) + logger.debug("LLM loaded successfully from CLI parameters") for task_name in task_list: task_id = all_tasks.index(task_name) @@ -223,6 +237,7 @@ async def run( reflection, tracing, debug, + droidrun_config=droidrun_config, ) if e: logger.error(f"Error running task {task_name} {task_idx}: {e}") diff --git a/eval/runner.py b/eval/runner.py index 55a8449..9566850 100644 --- a/eval/runner.py +++ b/eval/runner.py @@ -32,6 +32,7 @@ async def run_task_on_env( reflection: bool, tracing: bool, debug: bool, + droidrun_config=None, ) -> Tuple[TaskResult, Exception | None]: env.reset(go_home=True) task_goal = env.get_task_goal(task_name, task_idx) @@ -70,29 +71,47 @@ async def run_task_on_env( CodeActConfig, ) - # Build config for new DroidAgent API - agent_config = AgentConfig( - reasoning=reasoning, - max_steps=max_steps, - manager=ManagerConfig(vision=vision), - executor=ExecutorConfig(vision=vision), - codeact=CodeActConfig(vision=vision), - ) - - config = DroidrunConfig( - agent=agent_config, - device=DeviceConfig(), - logging=LoggingConfig(debug=debug, save_trajectory="none"), - tracing=TracingConfig(enabled=tracing), - ) - - agent = DroidAgent( - goal=task_goal, - config=config, - llms=llm, # New API accepts single LLM for all agents - tools=tools, - timeout=timeout, - ) + # Use provided config or build from CLI parameters + if droidrun_config is not None: + # Use the provided DroidrunConfig from config.yaml + logger.info("Using DroidRun config from config.yaml") + config = droidrun_config + + # Override max_steps in the config + config.agent.max_steps = max_steps + + agent = DroidAgent( + goal=task_goal, + config=config, + # Don't pass llms - let DroidAgent load from config.llm_profiles + tools=tools, + timeout=timeout, + ) + else: + # Build config from CLI parameters (backward compatibility) + logger.info("Building DroidRun config from CLI parameters") + agent_config = AgentConfig( + reasoning=reasoning, + max_steps=max_steps, + manager=ManagerConfig(vision=vision), + executor=ExecutorConfig(vision=vision), + codeact=CodeActConfig(vision=vision), + ) + + config = DroidrunConfig( + agent=agent_config, + device=DeviceConfig(), + logging=LoggingConfig(debug=debug, save_trajectory="none"), + tracing=TracingConfig(enabled=tracing), + ) + + agent = DroidAgent( + goal=task_goal, + config=config, + llms=llm, # Pass single LLM for all agents + tools=tools, + timeout=timeout, + ) logger.debug("DroidAgent initialized successfully") From 4b87489fee1dac698a5d46f8eeb12f5443219e6a Mon Sep 17 00:00:00 2001 From: yulingtianxia Date: Fri, 14 Nov 2025 23:08:33 +0800 Subject: [PATCH 4/5] feat: refactor boot environment logic to support async operations - Updated boot_environment and related functions to be asynchronous, improving responsiveness and performance. - Changed device connection and command execution to use async methods from async_adbutils. - Added adbutils dependency to pyproject.toml for async support. - Enhanced error handling during environment setup and task execution. --- eval/cli.py | 7 ++++--- eval/env/boot.py | 38 +++++++++++++++++++------------------- eval/portal/keepalive.py | 2 +- pyproject.toml | 1 + 4 files changed, 25 insertions(+), 23 deletions(-) diff --git a/eval/cli.py b/eval/cli.py index 75dba52..0e98275 100644 --- a/eval/cli.py +++ b/eval/cli.py @@ -86,9 +86,10 @@ def list_tasks(env_url): ) @click.option("--env-serial", default="emulator-5554", help="Device serial to use.") def check(env_url, env_serial): + import asyncio env = AndroidEnvClient(env_url) try: - boot_environment(env, env_serial) + asyncio.run(boot_environment(env, env_serial)) logger.info("Environment is healthy") except Exception as e: logger.error(f"Error booting environment: {e}") @@ -160,7 +161,7 @@ async def run( env = AndroidEnvClient(env_url) try: - boot_environment(env, env_serial) + await boot_environment(env, env_serial) except Exception as e: logger.error(f"Error booting environment: {e}") logger.info( @@ -214,7 +215,7 @@ async def run( for task_idx in range(num_tasks): try: - boot_environment(env, env_serial) + await boot_environment(env, env_serial) except Exception as e: logger.error(f"Error booting environment: {e}") logger.info( diff --git a/eval/env/boot.py b/eval/env/boot.py index bc5f86f..631ab4a 100644 --- a/eval/env/boot.py +++ b/eval/env/boot.py @@ -11,7 +11,7 @@ setup_keyboard, A11Y_SERVICE_NAME as DROIDRUN_A11Y_SERVICE_NAME, ) -from adbutils import adb, AdbDevice +from async_adbutils import adb, AdbDevice import time logger = logging.getLogger(__name__) @@ -22,7 +22,7 @@ ) DEFAULT_OVERLAY_OFFSET = -126 -def ensure_connected(serial: str) -> AdbDevice: +async def ensure_connected(serial: str) -> AdbDevice: try: # For emulator devices (emulator-*), they're already connected locally # Only try network connect for IP addresses @@ -32,27 +32,27 @@ def ensure_connected(serial: str) -> AdbDevice: raise RuntimeError(f"Failed to connect: {res}") # Verify device is available - device = adb.device(serial) + device = await adb.device(serial) # Test if device is accessible - device.shell("echo test") + await device.shell("echo test") return device except Exception as e: raise RuntimeError(f"Device {serial} is not connected: {e}") -def install_portal(device: AdbDevice): +async def install_portal(device: AdbDevice): logger.info("Installing portal...") try: with download_portal_apk() as apk_path: - device.install(apk_path, uninstall=True, flags=["-g"], silent=False) + await device.install(apk_path, uninstall=True, flags=["-g"], silent=False) logger.info("Portal APK installed successfully") except Exception as e: raise RuntimeError(f"Failed to download and install portal APK: {e}") try: logger.info("Enabling portal as accessibility service...") - enable_portal_accessibility( + await enable_portal_accessibility( device, service_name=DROIDRUN_X_GOOGLE_A11Y_SERVICE_NAME ) logger.info("Portal accessibility enabled successfully") @@ -61,36 +61,36 @@ def install_portal(device: AdbDevice): try: logger.info("Setting up keyboard for environment...") - setup_keyboard(device) + await setup_keyboard(device) logger.info("Keyboard setup completed successfully!") except Exception as e: raise RuntimeError(f"Failed to setup keyboard: {e}") -def check_portal(device: AdbDevice): - if not check_portal_accessibility( +async def check_portal(device: AdbDevice): + if not await check_portal_accessibility( device, service_name=DROIDRUN_X_GOOGLE_A11Y_SERVICE_NAME ): raise RuntimeError("Accessibility settings invalid") try: - set_overlay_offset(device, DEFAULT_OVERLAY_OFFSET) + await set_overlay_offset(device, DEFAULT_OVERLAY_OFFSET) logger.info("Overlay offset set successfully") except Exception as e: raise RuntimeError(f"Failed to set overlay offset: {e}") try: - ping_portal(device) + await ping_portal(device) except Exception as e: raise RuntimeError(f"Failed to ping portal: {e}") try: - ping_portal_content(device) + await ping_portal_content(device) except Exception as e: raise RuntimeError(f"Failed to ping portal content: {e}") try: - ping_portal_tcp(device) + await ping_portal_tcp(device) except Exception as e: raise RuntimeError(f"Failed to ping portal TCP: {e}") @@ -124,7 +124,7 @@ def wait_ready(env: AndroidEnvClient, timeout: int = 300): ) -def boot_environment(env: AndroidEnvClient, serial: str): +async def boot_environment(env: AndroidEnvClient, serial: str): try: logger.info(f"Waiting for environment {env.base_url} to be ready...") wait_ready(env, timeout=600) @@ -134,7 +134,7 @@ def boot_environment(env: AndroidEnvClient, serial: str): raise e try: - device = ensure_connected(serial) + device = await ensure_connected(serial) except Exception as e: logger.error(f"Environment {env.base_url} failed to connect via adb: {e}") raise e @@ -142,7 +142,7 @@ def boot_environment(env: AndroidEnvClient, serial: str): # check if portal is already installed try: logger.info(f"Checking portal for environment {env.base_url}...") - check_portal(device) + await check_portal(device) logger.info("Portal is installed and accessible. You're good to go!") return except Exception as e: @@ -152,7 +152,7 @@ def boot_environment(env: AndroidEnvClient, serial: str): try: logger.info(f"Installing portal for environment {env.base_url}...") - install_portal(device) + await install_portal(device) logger.info(f"Portal installed successfully for environment {env.base_url}!") except Exception as e: logger.error(f"Environment {env.base_url} failed to install portal: {e}") @@ -160,7 +160,7 @@ def boot_environment(env: AndroidEnvClient, serial: str): try: logger.info(f"Checking portal for environment {env.base_url}...") - check_portal(device) + await check_portal(device) logger.info("Portal is installed and accessible. You're good to go!") except Exception as e: logger.error(f"Environment {env.base_url} failed to check portal: {e}") diff --git a/eval/portal/keepalive.py b/eval/portal/keepalive.py index d8021b4..904ce60 100644 --- a/eval/portal/keepalive.py +++ b/eval/portal/keepalive.py @@ -6,7 +6,7 @@ """ import logging -from adbutils import adb +from async_adbutils import adb from droidrun.portal import toggle_overlay import threading diff --git a/pyproject.toml b/pyproject.toml index 0ba3623..cf66813 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -11,6 +11,7 @@ dependencies = [ "droidrun", "android-world", "llama-index-llms-gemini>=0.5.0", + "adbutils>=2.12.0", ] [project.scripts] From 18cd966f65dec4adfa1db64f5da6738fb704c03e Mon Sep 17 00:00:00 2001 From: yulingtianxia Date: Sun, 23 Nov 2025 14:44:15 +0800 Subject: [PATCH 5/5] feat: add UI stabilization wait after agent completion and timeout - Introduced a 2-second delay to allow the UI to stabilize after the agent completes its task, ensuring accurate task state evaluation. - Added similar stabilization wait in the timeout handling case to maintain consistency in scoring. --- eval/runner.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/eval/runner.py b/eval/runner.py index 9566850..1f1e20d 100644 --- a/eval/runner.py +++ b/eval/runner.py @@ -1,3 +1,4 @@ +import asyncio import logging import math from typing import Tuple @@ -123,6 +124,12 @@ async def run_task_on_env( agent_result = await agent.run() logger.debug("DroidAgent completed successfully") + # Wait for UI to stabilize after agent completion + # This ensures that any overlay messages or UI transitions have completed + # before AndroidWorld evaluates the task state + logger.debug("Waiting for UI to stabilize before scoring...") + await asyncio.sleep(2.0) # 2 second delay to allow UI to stabilize + score = env.get_task_score(task_name, task_idx) logger.info(f"Task {task_name} {task_idx} score: {score}") @@ -135,6 +142,10 @@ async def run_task_on_env( ) except WorkflowTimeoutError as e: logger.warn(f"Droidrun timed out for task {task_name} {task_idx}: {e}") + # Wait for UI to stabilize even after timeout + logger.debug("Waiting for UI to stabilize before scoring (timeout case)...") + await asyncio.sleep(2.0) # 2 second delay to allow UI to stabilize + score = env.get_task_score(task_name, task_idx) logger.info(f"Task {task_name} {task_idx} score: {score}")