ARTEMIS is an autonomous multimodal Android agent and mobile UI automation platform engineered for physical devices and emulators. It combines state-of-the-art multimodal Vision-Language Models (VLMs) with hierarchical closed-loop planning, resilient self-healing, and deep Android subsystem integration. Key Features & Architectural Highlights: - Dual-Engine Orchestration: * Pro Engine: Multi-agent closed-loop (Planner -> Operator -> Validator/Failure Analyzer -> Summarizer) powered by LangGraph. * Flash Engine: Ultra-fast reactive loop for deterministic, low-latency UI execution (<35 steps). - Multimodal Perception & Grounding: * Hybrid visual screenshot grounding, real-time OCR extraction, and XML accessibility hierarchy parsing. * Dynamic-First, Coordinate-Fallback locating strategy for maximum resilience against UI drift. - Autonomous Self-Healing & Diagnostics: * Failure analyzer and safety net for popup dismissal, crash recovery, and auto-retry. * Diagnostic sub-agents for log analysis, video recording inspection, and object detection. - Unified CLI & Python SDK: * Rich CLI with commands: init, doctor, run, trace, batch, bench, server, and mcp. * Fluent Python SDK with Pydantic structured output models and package locking. - Multi-Provider LLM Architecture: * Support for Google Gemini, OpenAI, Anthropic Claude, Vertex AI, OpenRouter, xAI Grok, and local endpoints (Ollama/vLLM). * Centralized configuration in config/artemis.jsonc. - Native MCP & Observability: * Model Context Protocol (MCP) server endpoints for AI IDEs. * Full trace recording with before/after screenshots, action overlays, and execution replays. Change-Id: I430b93ee2b76b54cc5a3c6eeccd15d2cf29830a1
199 lines
5.8 KiB
Python
199 lines
5.8 KiB
Python
# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Mock Device Driver for headless unit testing and offline simulation."""
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import base64
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from io import BytesIO
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from pathlib import Path
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from typing import Any, Literal
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from PIL import Image
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from artemis.drivers.base import BaseDeviceDriver, KeyCode, ScreenData, SwipeDirection
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class MockDeviceDriver(BaseDeviceDriver):
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"""In-memory mock driver for fast, reliable unit and integration tests."""
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def __init__(
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self,
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device_id: str = "mock-device-001",
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width: int = 1080,
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height: int = 2400,
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initial_package: str = "com.android.settings",
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):
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self._device_id = device_id
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self._width = width
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self._height = height
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self._current_package = initial_package
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self.action_history: list[dict[str, Any]] = []
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self.connected = True
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self.recording = False
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# Create blank 1x1 black image for minimal mock bytes
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img = Image.new("RGB", (width, height), color="black")
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buf = BytesIO()
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img.save(buf, format="PNG")
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self._mock_bytes = buf.getvalue()
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self._mock_b64 = base64.b64encode(self._mock_bytes).decode("utf-8")
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self._mock_xml = (
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"<hierarchy><node text='Settings' class='android.widget.TextView'/></hierarchy>"
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)
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@property
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def device_id(self) -> str:
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return self._device_id
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@property
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def screen_size(self) -> tuple[int, int]:
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return (self._width, self._height)
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async def connect(self) -> None:
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self.connected = True
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async def disconnect(self) -> None:
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self.connected = False
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async def get_screen_data(self, skip_settling: bool = False) -> ScreenData:
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return ScreenData(
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screenshot_bytes=self._mock_bytes,
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screenshot_base64=self._mock_b64,
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ui_hierarchy_xml=self._mock_xml,
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ui_elements=[{"text": "Settings", "bounds": [0, 0, self._width, 100]}],
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width=self._width,
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height=self._height,
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platform="mock",
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)
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async def tap(
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self,
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x: int,
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y: int,
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duration_ms: int = 100,
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times: int = 1,
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delay_ms: int = 100,
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) -> bool:
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self.action_history.append(
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{
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"action": "tap",
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"x": x,
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"y": y,
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"times": times,
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"duration_ms": duration_ms,
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}
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)
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return True
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async def long_press(self, x: int, y: int, duration_ms: int = 1000) -> bool:
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self.action_history.append(
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{
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"action": "long_press",
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"x": x,
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"y": y,
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"duration_ms": duration_ms,
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}
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)
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return True
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async def swipe(
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self,
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start_x: int,
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start_y: int,
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end_x: int,
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end_y: int,
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duration_ms: int = 400,
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) -> bool:
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self.action_history.append(
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{
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"action": "swipe",
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"start": (start_x, start_y),
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"end": (end_x, end_y),
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"duration_ms": duration_ms,
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}
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)
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return True
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async def swipe_direction(
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self,
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direction: SwipeDirection | Literal["up", "down", "left", "right"],
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duration_ms: int = 400,
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) -> bool:
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dir_val = direction.value if hasattr(direction, "value") else str(direction).lower()
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self.action_history.append(
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{
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"action": "swipe_direction",
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"direction": dir_val,
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"duration_ms": duration_ms,
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}
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)
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return True
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async def input_text(self, text: str, clear_existing: bool = True) -> bool:
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self.action_history.append(
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{
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"action": "input_text",
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"text": text,
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"clear_existing": clear_existing,
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}
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)
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return True
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async def press_key(self, key: KeyCode | str | int) -> bool:
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key_val = key.value if hasattr(key, "value") else str(key).lower()
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self.action_history.append(
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{
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"action": "press_key",
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"key": key_val,
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}
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)
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return True
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async def launch_app(self, package_name: str) -> bool:
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self._current_package = package_name
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self.action_history.append(
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{
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"action": "launch_app",
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"package": package_name,
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}
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)
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return True
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async def stop_app(self, package_name: str) -> bool:
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self.action_history.append(
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{
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"action": "stop_app",
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"package": package_name,
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}
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)
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return True
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async def get_current_package(self) -> str | None:
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return self._current_package
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async def execute_shell(self, command: str, timeout_seconds: float = 15.0) -> str:
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self.action_history.append(
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{
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"action": "execute_shell",
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"command": command,
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}
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)
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return f"mock_output: {command}"
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async def start_video_recording(self, output_dir: Path | None = None) -> None:
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self.recording = True
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async def stop_video_recording(self) -> str | None:
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self.recording = False
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return "/tmp/mock_recording.mp4"
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