somew1nd
206a9ce921
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
65 lines
2.2 KiB
Python
65 lines
2.2 KiB
Python
# Copyright 2026 Google LLC
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
"""Android XML Layout Hierarchy parser and semantic node extractor."""
|
|
|
|
import re
|
|
from typing import Any
|
|
import xml.etree.ElementTree as ET
|
|
from artemis.utils.logger import get_logger
|
|
|
|
logger = get_logger(__name__)
|
|
|
|
|
|
def parse_ui_hierarchy(xml_string: str) -> list[dict[str, Any]]:
|
|
"""Parses raw Android XML hierarchy dump into structured interactive UI nodes."""
|
|
if not xml_string:
|
|
return []
|
|
|
|
elements: list[dict[str, Any]] = []
|
|
try:
|
|
root = ET.fromstring(xml_string)
|
|
for node in root.iter():
|
|
attribs = node.attrib
|
|
bounds_str = attribs.get("bounds", "")
|
|
match = re.match(r"\[(\d+),(\d+)\]\[(\d+),(\d+)\]", bounds_str)
|
|
if not match:
|
|
continue
|
|
|
|
x1, y1, x2, y2 = map(int, match.groups())
|
|
# Filter zero-area nodes
|
|
if x1 >= x2 or y1 >= y2:
|
|
continue
|
|
|
|
text = attribs.get("text") or attribs.get("content-desc") or ""
|
|
class_name = attribs.get("class", "")
|
|
resource_id = attribs.get("resource-id", "")
|
|
clickable = attribs.get("clickable") == "true"
|
|
|
|
if text or clickable or resource_id:
|
|
elements.append(
|
|
{
|
|
"text": text,
|
|
"resource_id": resource_id,
|
|
"class": class_name,
|
|
"clickable": clickable,
|
|
"bounds": [x1, y1, x2, y2],
|
|
"center": [(x1 + x2) // 2, (y1 + y2) // 2],
|
|
}
|
|
)
|
|
except Exception as e:
|
|
logger.warning(f"Failed to parse XML hierarchy: {e}")
|
|
|
|
return elements
|