mirror of
https://github.com/ruvnet/RuView.git
synced 2026-04-28 05:59:32 +00:00
* fix(firmware): fall detection false positives + 4MB flash support (#263, #265) Issue #263: Default fall_thresh raised from 2.0 to 15.0 rad/s² — normal walking produces accelerations of 2.5-5.0 which triggered constant false "Fall Detected" alerts. Added consecutive-frame requirement (3 frames) and 5-second cooldown debounce to prevent alert storms. Issue #265: Added partitions_4mb.csv and sdkconfig.defaults.4mb for ESP32-S3 boards with 4MB flash (e.g. SuperMini). OTA slots are 1.856MB each, fitting the ~978KB firmware binary with room to spare. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): repair all 3 QEMU workflow job failures 1. Fuzz Tests: add esp_timer_create_args_t, esp_timer_create(), esp_timer_start_periodic(), esp_timer_delete() stubs to esp_stubs.h — csi_collector.c uses these for channel hop timer. 2. QEMU Build: add libgcrypt20-dev to apt dependencies — Espressif QEMU's esp32_flash_enc.c includes <gcrypt.h>. Bump cache key v4→v5 to force rebuild with new dep. 3. NVS Matrix: switch to subprocess-first invocation of nvs_partition_gen to avoid 'str' has no attribute 'size' error from esp_idf_nvs_partition_gen API change. Falls back to direct import with both int and hex size args. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): pip3 in IDF container + fix swarm QEMU artifact path QEMU Test jobs: espressif/idf:v5.4 container has pip3, not pip. Swarm Test: use /opt/qemu-esp32 (fixed path) instead of ${{ github.workspace }}/qemu-build which resolves incorrectly inside Docker containers. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): source IDF export.sh before pip install in container espressif/idf:v5.4 container doesn't have pip/pip3 on PATH — it lives inside the IDF Python venv which is only activated after sourcing $IDF_PATH/export.sh. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): pad QEMU flash image to 8MB with --fill-flash-size QEMU rejects flash images that aren't exactly 2/4/8/16 MB. esptool merge_bin produces a sparse image (~1.1 MB) by default. Add --fill-flash-size 8MB to pad with 0xFF to the full 8 MB. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): source IDF export before NVS matrix generation in QEMU tests The generate_nvs_matrix.py script needs the IDF venv's python (which has esp_idf_nvs_partition_gen installed) rather than the system /usr/bin/python3 which doesn't have the package. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): QEMU validation treats WARNs as OK + swarm IDF export 1. validate_qemu_output.py: WARNs exit 0 by default (no real WiFi hardware in QEMU = no CSI data = expected WARNs for frame/vitals checks). Add --strict flag to fail on warnings when needed. 2. Swarm Test: source IDF export.sh before running qemu_swarm.py so pip-installed pyyaml is on the Python path. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): provision.py subprocess-first NVS gen + swarm IDF venv provision.py had same 'str' has no attribute 'size' bug as the NVS matrix generator — switch to subprocess-first approach. Swarm test also needs IDF export for the swarm smoke test step. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): handle missing 'ip' command in QEMU swarm orchestrator The IDF container doesn't have iproute2 installed, so 'ip' binary is missing. Add shutil.which() check to can_tap guard and catch FileNotFoundError in _run_ip() for robustness. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): skip Rust aggregator when cargo not available in swarm test The IDF container doesn't have Rust installed. Check for cargo with shutil.which() before attempting to spawn the aggregator, falling back to aggregator-less mode (QEMU nodes still boot and exercise the firmware pipeline). Co-Authored-By: claude-flow <ruv@ruv.net> * fix(ci): treat swarm test WARNs as acceptable in CI The max_boot_time_s assertion WARNs because QEMU doesn't produce parseable boot time data. Exit code 1 (WARN) is acceptable in CI without real hardware; only exit code 2+ (FAIL/FATAL) should fail. Co-Authored-By: claude-flow <ruv@ruv.net> * fix(firmware): Kconfig EDGE_FALL_THRESH default 2000→15000 The nvs_config.c fallback (15.0f) was never reached because Kconfig always defines CONFIG_EDGE_FALL_THRESH. The Kconfig default was still 2000 (=2.0 rad/s²), causing false fall alerts on real WiFi CSI data (7 alerts in 45s). Fixed to 15000 (=15.0 rad/s²). Verified on real ESP32-S3 hardware with live WiFi CSI: 0 false fall alerts in 60s / 1300+ frames. Co-Authored-By: claude-flow <ruv@ruv.net> * docs: update README, CHANGELOG, user guide for v0.4.3-esp32 - README: add v0.4.3 to release table, 4MB flash instructions, fix fall-thresh example (5000→15000) - CHANGELOG: v0.4.3-esp32 entry with all fixes and additions - User guide: 4MB flash section with esptool commands Co-Authored-By: claude-flow <ruv@ruv.net>
1145 lines
40 KiB
Python
1145 lines
40 KiB
Python
#!/usr/bin/env python3
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"""
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QEMU ESP32-S3 Swarm Configurator (ADR-062)
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Orchestrates multiple QEMU ESP32-S3 instances from a YAML configuration.
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Supports star/mesh/line/ring topologies, role-based nodes (sensor/coordinator/
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gateway), per-node NVS provisioning, and swarm-level health assertions.
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Usage:
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python3 qemu_swarm.py --config swarm_presets/standard.yaml
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python3 qemu_swarm.py --preset smoke
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python3 qemu_swarm.py --preset standard --timeout 90
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python3 qemu_swarm.py --list-presets
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python3 qemu_swarm.py --config custom.yaml --dry-run
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"""
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import argparse
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import atexit
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import json
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import os
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import platform
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import re
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import shutil
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import signal
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import subprocess
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import sys
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import time
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from dataclasses import dataclass, field
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from pathlib import Path
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from typing import Any, Dict, List, Optional, Tuple
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# ---------------------------------------------------------------------------
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# Optional YAML import with helpful error
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# ---------------------------------------------------------------------------
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try:
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import yaml
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except ImportError:
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print("ERROR: PyYAML is required but not installed.")
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print(" Install: pip install pyyaml")
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print(" Or: pip3 install pyyaml")
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sys.exit(3)
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# ---------------------------------------------------------------------------
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# Constants
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# ---------------------------------------------------------------------------
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SCRIPT_DIR = Path(__file__).resolve().parent
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PROJECT_ROOT = SCRIPT_DIR.parent
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FIRMWARE_DIR = PROJECT_ROOT / "firmware" / "esp32-csi-node"
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RUST_DIR = PROJECT_ROOT / "rust-port" / "wifi-densepose-rs"
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PROVISION_SCRIPT = FIRMWARE_DIR / "provision.py"
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PRESETS_DIR = SCRIPT_DIR / "swarm_presets"
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VALID_TOPOLOGIES = ("star", "mesh", "line", "ring")
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VALID_ROLES = ("sensor", "coordinator", "gateway")
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EXIT_PASS = 0
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EXIT_WARN = 1
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EXIT_FAIL = 2
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EXIT_FATAL = 3
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NVS_OFFSET = 0x9000 # NVS partition offset in flash image
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IS_LINUX = platform.system() == "Linux"
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# ---------------------------------------------------------------------------
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# Logging helpers
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# ---------------------------------------------------------------------------
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USE_COLOR = sys.stdout.isatty()
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def _c(text: str, code: str) -> str:
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return f"\033[{code}m{text}\033[0m" if USE_COLOR else text
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def info(msg: str) -> None:
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print(f"[INFO] {msg}")
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def warn(msg: str) -> None:
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print(f"[{_c('WARN', '33')}] {msg}")
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def error(msg: str) -> None:
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print(f"[{_c('ERROR', '1;31')}] {msg}", file=sys.stderr)
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def fatal(msg: str) -> None:
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print(f"[{_c('FATAL', '1;31')}] {msg}", file=sys.stderr)
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# ---------------------------------------------------------------------------
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# Schema validation
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# ---------------------------------------------------------------------------
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@dataclass
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class NodeConfig:
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role: str
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node_id: int
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scenario: int = 0
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channel: int = 6
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tdm_slot: Optional[int] = None
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edge_tier: int = 0
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is_gateway: bool = False
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filter_mac: Optional[str] = None
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@dataclass
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class SwarmConfig:
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name: str
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duration_s: int
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topology: str
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aggregator_port: int
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nodes: List[NodeConfig]
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assertions: List[Any]
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def coordinator_nodes(self) -> List[NodeConfig]:
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return [n for n in self.nodes if n.role in ("coordinator", "gateway")]
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def sensor_nodes(self) -> List[NodeConfig]:
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return [n for n in self.nodes if n.role == "sensor"]
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def validate_config(raw: dict) -> SwarmConfig:
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"""Parse and validate YAML config into a SwarmConfig."""
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errors: List[str] = []
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swarm = raw.get("swarm", {})
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name = swarm.get("name", "unnamed-swarm")
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duration_s = int(swarm.get("duration_s", 60))
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topology = swarm.get("topology", "mesh")
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aggregator_port = int(swarm.get("aggregator_port", 5005))
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if topology not in VALID_TOPOLOGIES:
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errors.append(f"Invalid topology '{topology}'; must be one of {VALID_TOPOLOGIES}")
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if duration_s < 5:
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errors.append(f"duration_s={duration_s} too short; minimum is 5")
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raw_nodes = raw.get("nodes", [])
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if not raw_nodes:
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errors.append("No nodes defined")
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nodes: List[NodeConfig] = []
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seen_ids: set = set()
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for idx, rn in enumerate(raw_nodes):
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if not isinstance(rn, dict):
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errors.append(f"nodes[{idx}]: expected dict, got {type(rn).__name__}")
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continue
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role = rn.get("role", "sensor")
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if role not in VALID_ROLES:
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errors.append(f"nodes[{idx}]: invalid role '{role}'; must be one of {VALID_ROLES}")
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node_id = rn.get("node_id", idx)
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if node_id in seen_ids:
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errors.append(f"nodes[{idx}]: duplicate node_id={node_id}")
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seen_ids.add(node_id)
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nodes.append(NodeConfig(
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role=role,
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node_id=int(node_id),
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scenario=int(rn.get("scenario", 0)),
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channel=int(rn.get("channel", 6)),
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tdm_slot=rn.get("tdm_slot"),
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edge_tier=int(rn.get("edge_tier", 0)),
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is_gateway=bool(rn.get("is_gateway", False)),
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filter_mac=rn.get("filter_mac"),
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))
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# Auto-assign TDM slots if not set
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for i, n in enumerate(nodes):
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if n.tdm_slot is None:
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n.tdm_slot = i
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assertions = raw.get("assertions", [])
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if errors:
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for e in errors:
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error(e)
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fatal(f"{len(errors)} config validation error(s)")
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sys.exit(EXIT_FATAL)
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return SwarmConfig(
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name=name,
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duration_s=duration_s,
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topology=topology,
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aggregator_port=aggregator_port,
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nodes=nodes,
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assertions=assertions,
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)
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# ---------------------------------------------------------------------------
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# Preset loading
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# ---------------------------------------------------------------------------
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def list_presets() -> List[Tuple[str, str]]:
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"""Return list of (name, description) for available presets."""
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presets = []
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if not PRESETS_DIR.is_dir():
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return presets
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for f in sorted(PRESETS_DIR.glob("*.yaml")):
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name = f.stem
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# Read first comment line as description
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desc = ""
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try:
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text = f.read_text(encoding="utf-8")
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for line in text.splitlines():
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if line.startswith("#"):
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desc = line.lstrip("#").strip()
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break
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except OSError:
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pass
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presets.append((name, desc))
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return presets
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def load_preset(name: str) -> dict:
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"""Load a preset YAML file by name."""
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path = PRESETS_DIR / f"{name}.yaml"
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if not path.exists():
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# Try with underscores/hyphens swapped
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alt = PRESETS_DIR / f"{name.replace('-', '_')}.yaml"
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if alt.exists():
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path = alt
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else:
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fatal(f"Preset '{name}' not found at {path}")
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available = list_presets()
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if available:
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print("Available presets:")
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for pname, pdesc in available:
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print(f" {pname:20s} {pdesc}")
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sys.exit(EXIT_FATAL)
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return yaml.safe_load(path.read_text(encoding="utf-8"))
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# ---------------------------------------------------------------------------
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# Node provisioning
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# ---------------------------------------------------------------------------
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def provision_node(
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node: NodeConfig,
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build_dir: Path,
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n_total: int,
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aggregator_ip: str,
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aggregator_port: int,
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) -> Path:
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"""Generate NVS binary and per-node flash image. Returns flash image path."""
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nvs_bin = build_dir / f"nvs_node{node.node_id}.bin"
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flash_image = build_dir / f"qemu_flash_node{node.node_id}.bin"
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base_image = build_dir / "qemu_flash_base.bin"
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if not base_image.exists():
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base_image = build_dir / "qemu_flash.bin"
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if not base_image.exists():
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fatal(f"Base flash image not found: {build_dir / 'qemu_flash_base.bin'} or {build_dir / 'qemu_flash.bin'}")
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fatal("Build the firmware first, or run without --skip-build.")
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sys.exit(EXIT_FATAL)
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# Remove stale nvs_provision.bin to prevent race with prior node
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stale = build_dir / "nvs_provision.bin"
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if stale.exists():
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stale.unlink()
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# Build provision.py arguments
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args = [
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sys.executable, str(PROVISION_SCRIPT),
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"--port", "/dev/null",
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"--dry-run",
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"--node-id", str(node.node_id),
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"--tdm-slot", str(node.tdm_slot),
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"--tdm-total", str(n_total),
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"--target-ip", aggregator_ip,
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"--target-port", str(aggregator_port),
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]
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if node.channel is not None:
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args.extend(["--channel", str(node.channel)])
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if node.edge_tier:
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args.extend(["--edge-tier", str(node.edge_tier)])
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if node.filter_mac:
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args.extend(["--filter-mac", node.filter_mac])
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info(f" Provisioning node {node.node_id} ({node.role}, scenario={node.scenario}, "
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f"tdm={node.tdm_slot}/{n_total}, ch={node.channel})")
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result = subprocess.run(
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args,
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capture_output=True, text=True,
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cwd=str(build_dir),
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timeout=30,
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)
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if result.returncode != 0:
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error(f" provision.py failed for node {node.node_id}:")
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error(f" stdout: {result.stdout.strip()}")
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error(f" stderr: {result.stderr.strip()}")
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sys.exit(EXIT_FATAL)
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# provision.py --dry-run writes nvs_provision.bin in cwd
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nvs_src = build_dir / "nvs_provision.bin"
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if not nvs_src.exists():
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fatal(f" provision.py did not produce nvs_provision.bin for node {node.node_id}")
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sys.exit(EXIT_FATAL)
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nvs_src.rename(nvs_bin)
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# Copy base image and inject NVS at 0x9000
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shutil.copy2(str(base_image), str(flash_image))
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with open(flash_image, "r+b") as f:
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f.seek(NVS_OFFSET)
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f.write(nvs_bin.read_bytes())
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return flash_image
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# ---------------------------------------------------------------------------
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# Network topology setup (Linux TAP/bridge)
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# ---------------------------------------------------------------------------
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@dataclass
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class NetworkState:
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"""Tracks created bridges and TAPs for cleanup."""
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bridges: List[str] = field(default_factory=list)
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taps: List[str] = field(default_factory=list)
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use_slirp: bool = False
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def _run_ip(args: List[str], check: bool = False) -> subprocess.CompletedProcess:
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try:
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return subprocess.run(["ip"] + args, capture_output=True, text=True, check=check)
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except FileNotFoundError:
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# 'ip' command not installed (e.g. minimal container image)
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return subprocess.CompletedProcess(args=["ip"] + args, returncode=127,
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stdout="", stderr="ip: command not found")
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def setup_network(cfg: SwarmConfig, net: NetworkState) -> Dict[int, List[str]]:
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"""
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Create network topology. Returns dict mapping node_id -> QEMU network args.
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Falls back to SLIRP user-mode networking if not root or not Linux.
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"""
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node_net_args: Dict[int, List[str]] = {}
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n = len(cfg.nodes)
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# Check if we can use TAP/bridge (requires root on Linux + ip command)
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import shutil
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can_tap = (IS_LINUX and hasattr(os, 'geteuid') and os.geteuid() == 0
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and shutil.which("ip") is not None)
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if not can_tap:
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if IS_LINUX:
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warn("Not running as root; falling back to SLIRP user-mode networking.")
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warn("Nodes can reach the aggregator but cannot see each other.")
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else:
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info("Non-Linux platform; using SLIRP user-mode networking.")
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net.use_slirp = True
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for node in cfg.nodes:
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node_net_args[node.node_id] = [
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"-nic", f"user,id=net{node.node_id},"
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f"hostfwd=udp::{cfg.aggregator_port + 100 + node.node_id}"
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f"-:{cfg.aggregator_port}",
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]
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return node_net_args
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# --- TAP/bridge topology ---
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info(f"Setting up {cfg.topology} topology with TAP/bridge...")
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if cfg.topology == "mesh":
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# Single bridge, all nodes attached
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br = "qemu-sw0"
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_run_ip(["link", "add", "name", br, "type", "bridge"])
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_run_ip(["addr", "add", "10.0.0.1/24", "dev", br])
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_run_ip(["link", "set", br, "up"])
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net.bridges.append(br)
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for node in cfg.nodes:
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tap = f"tap{node.node_id}"
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mac = f"52:54:00:00:00:{node.node_id:02x}"
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_run_ip(["tuntap", "add", "dev", tap, "mode", "tap"])
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_run_ip(["link", "set", tap, "master", br])
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_run_ip(["link", "set", tap, "up"])
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net.taps.append(tap)
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node_net_args[node.node_id] = [
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"-nic", f"tap,ifname={tap},script=no,downscript=no,mac={mac}",
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]
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elif cfg.topology == "star":
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# One bridge per sensor; coordinator has a TAP on each bridge
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coord_ids = {n.node_id for n in cfg.coordinator_nodes()}
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for idx, sensor in enumerate(cfg.sensor_nodes()):
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br = f"qemu-br{idx}"
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_run_ip(["link", "add", "name", br, "type", "bridge"])
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_run_ip(["addr", "add", f"10.0.{idx + 1}.1/24", "dev", br])
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_run_ip(["link", "set", br, "up"])
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net.bridges.append(br)
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# Sensor TAP
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s_tap = f"tap-s{sensor.node_id}"
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s_mac = f"52:54:00:01:{idx:02x}:{sensor.node_id:02x}"
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_run_ip(["tuntap", "add", "dev", s_tap, "mode", "tap"])
|
|
_run_ip(["link", "set", s_tap, "master", br])
|
|
_run_ip(["link", "set", s_tap, "up"])
|
|
net.taps.append(s_tap)
|
|
node_net_args.setdefault(sensor.node_id, []).extend([
|
|
"-nic", f"tap,ifname={s_tap},script=no,downscript=no,mac={s_mac}",
|
|
])
|
|
|
|
# Coordinator TAP on this bridge
|
|
for cnode in cfg.coordinator_nodes():
|
|
c_tap = f"tap-c{cnode.node_id}-b{idx}"
|
|
c_mac = f"52:54:00:02:{idx:02x}:{cnode.node_id:02x}"
|
|
_run_ip(["tuntap", "add", "dev", c_tap, "mode", "tap"])
|
|
_run_ip(["link", "set", c_tap, "master", br])
|
|
_run_ip(["link", "set", c_tap, "up"])
|
|
net.taps.append(c_tap)
|
|
node_net_args.setdefault(cnode.node_id, []).extend([
|
|
"-nic", f"tap,ifname={c_tap},script=no,downscript=no,mac={c_mac}",
|
|
])
|
|
|
|
elif cfg.topology in ("line", "ring"):
|
|
# Chain of bridges: br_i connects node_i <-> node_(i+1)
|
|
pairs = list(range(n - 1))
|
|
if cfg.topology == "ring" and n > 2:
|
|
pairs.append(n - 1) # extra bridge: last <-> first
|
|
|
|
for pair_idx in range(len(pairs)):
|
|
left_idx = pairs[pair_idx]
|
|
right_idx = (pairs[pair_idx] + 1) % n
|
|
|
|
left_node = cfg.nodes[left_idx]
|
|
right_node = cfg.nodes[right_idx]
|
|
|
|
br = f"qemu-br{pair_idx}"
|
|
_run_ip(["link", "add", "name", br, "type", "bridge"])
|
|
_run_ip(["addr", "add", f"10.0.{pair_idx + 1}.1/24", "dev", br])
|
|
_run_ip(["link", "set", br, "up"])
|
|
net.bridges.append(br)
|
|
|
|
for side, nd in [("l", left_node), ("r", right_node)]:
|
|
tap = f"tap-{side}{nd.node_id}-b{pair_idx}"
|
|
mac = f"52:54:00:03:{pair_idx:02x}:{nd.node_id:02x}"
|
|
_run_ip(["tuntap", "add", "dev", tap, "mode", "tap"])
|
|
_run_ip(["link", "set", tap, "master", br])
|
|
_run_ip(["link", "set", tap, "up"])
|
|
net.taps.append(tap)
|
|
node_net_args.setdefault(nd.node_id, []).extend([
|
|
"-nic", f"tap,ifname={tap},script=no,downscript=no,mac={mac}",
|
|
])
|
|
|
|
return node_net_args
|
|
|
|
|
|
def teardown_network(net: NetworkState) -> None:
|
|
"""Remove all created TAP interfaces and bridges."""
|
|
if not IS_LINUX or net.use_slirp:
|
|
return
|
|
|
|
for tap in net.taps:
|
|
_run_ip(["link", "set", tap, "down"])
|
|
_run_ip(["link", "delete", tap])
|
|
|
|
for br in net.bridges:
|
|
_run_ip(["link", "set", br, "down"])
|
|
_run_ip(["link", "delete", br, "type", "bridge"])
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# QEMU instance launch
|
|
# ---------------------------------------------------------------------------
|
|
def launch_node(
|
|
node: NodeConfig,
|
|
flash_image: Path,
|
|
log_file: Path,
|
|
net_args: List[str],
|
|
qemu_bin: str,
|
|
) -> subprocess.Popen:
|
|
"""Launch a single QEMU ESP32-S3 instance. Returns the Popen handle."""
|
|
args = [
|
|
qemu_bin,
|
|
"-machine", "esp32s3",
|
|
"-nographic",
|
|
"-drive", f"file={flash_image},if=mtd,format=raw",
|
|
"-serial", f"file:{log_file}",
|
|
"-no-reboot",
|
|
]
|
|
args.extend(net_args)
|
|
|
|
return subprocess.Popen(
|
|
args,
|
|
stdout=subprocess.DEVNULL,
|
|
stderr=subprocess.DEVNULL,
|
|
)
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Aggregator
|
|
# ---------------------------------------------------------------------------
|
|
def start_aggregator(
|
|
port: int, n_nodes: int, output_file: Path, log_file: Path
|
|
) -> Optional[subprocess.Popen]:
|
|
"""Start the Rust aggregator binary. Returns Popen or None on failure."""
|
|
import shutil
|
|
cargo_toml = RUST_DIR / "Cargo.toml"
|
|
if not cargo_toml.exists():
|
|
warn(f"Rust workspace not found at {RUST_DIR}; skipping aggregator.")
|
|
return None
|
|
if shutil.which("cargo") is None:
|
|
warn("cargo not found; skipping aggregator (Rust not installed).")
|
|
return None
|
|
|
|
args = [
|
|
"cargo", "run",
|
|
"--manifest-path", str(cargo_toml),
|
|
"-p", "wifi-densepose-hardware",
|
|
"--bin", "aggregator", "--",
|
|
"--listen", f"0.0.0.0:{port}",
|
|
"--expect-nodes", str(n_nodes),
|
|
"--output", str(output_file),
|
|
]
|
|
|
|
with open(log_file, "w") as lf:
|
|
proc = subprocess.Popen(args, stdout=lf, stderr=subprocess.STDOUT)
|
|
|
|
# Give it a moment to bind
|
|
time.sleep(1)
|
|
if proc.poll() is not None:
|
|
error(f"Aggregator failed to start. Check {log_file}")
|
|
return None
|
|
|
|
return proc
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Swarm-level health assertions
|
|
# ---------------------------------------------------------------------------
|
|
def run_assertions(
|
|
cfg: SwarmConfig,
|
|
build_dir: Path,
|
|
results_file: Path,
|
|
) -> int:
|
|
"""
|
|
Run swarm-level assertions via validate_mesh_test.py (for basic checks)
|
|
and inline checks for swarm-specific assertions.
|
|
|
|
Returns exit code: 0=PASS, 1=WARN, 2=FAIL, 3=FATAL.
|
|
|
|
NOTE: These inline assertions duplicate swarm_health.py. A future refactor
|
|
should delegate to swarm_health.run_assertions() to avoid divergence.
|
|
See ADR-062 architecture diagram.
|
|
"""
|
|
n_nodes = len(cfg.nodes)
|
|
worst = EXIT_PASS
|
|
|
|
# Collect node logs
|
|
logs: Dict[int, str] = {}
|
|
for node in cfg.nodes:
|
|
log_path = build_dir / f"qemu_node{node.node_id}.log"
|
|
if log_path.exists():
|
|
logs[node.node_id] = log_path.read_text(encoding="utf-8", errors="replace")
|
|
else:
|
|
logs[node.node_id] = ""
|
|
|
|
def _check(name: str, passed: bool, msg_pass: str, msg_fail: str, level: int = EXIT_FAIL):
|
|
nonlocal worst
|
|
if passed:
|
|
print(f" [{_c('PASS', '32')}] {name}: {msg_pass}")
|
|
else:
|
|
sev_str = {EXIT_WARN: "WARN", EXIT_FAIL: "FAIL", EXIT_FATAL: "FATAL"}.get(level, "FAIL")
|
|
col = "33" if level == EXIT_WARN else "1;31"
|
|
print(f" [{_c(sev_str, col)}] {name}: {msg_fail}")
|
|
worst = max(worst, level)
|
|
|
|
print()
|
|
print("=" * 60)
|
|
print(f" Swarm Validation: {cfg.name}")
|
|
print("=" * 60)
|
|
print()
|
|
|
|
for assertion in cfg.assertions:
|
|
# Handle parameterized assertions like {frame_rate_above: 15}
|
|
if isinstance(assertion, dict):
|
|
assert_name = list(assertion.keys())[0]
|
|
assert_param = assertion[assert_name]
|
|
else:
|
|
assert_name = str(assertion)
|
|
assert_param = None
|
|
|
|
if assert_name == "all_nodes_boot":
|
|
booted = [
|
|
nid for nid, log in logs.items()
|
|
if any(kw in log for kw in ["app_main", "main_task", "ESP32-S3 CSI Node"])
|
|
]
|
|
_check("all_nodes_boot",
|
|
len(booted) == n_nodes,
|
|
f"All {n_nodes} nodes booted",
|
|
f"Only {len(booted)}/{n_nodes} booted",
|
|
EXIT_FATAL if len(booted) == 0 else EXIT_FAIL)
|
|
|
|
elif assert_name == "no_crashes":
|
|
crash_pats = ["Guru Meditation", "assert failed", "abort()",
|
|
"panic", "LoadProhibited", "StoreProhibited"]
|
|
crashed = [
|
|
nid for nid, log in logs.items()
|
|
if any(pat in log for pat in crash_pats)
|
|
]
|
|
_check("no_crashes",
|
|
len(crashed) == 0,
|
|
"No crashes detected",
|
|
f"Crashes in nodes: {crashed}",
|
|
EXIT_FATAL)
|
|
|
|
elif assert_name == "tdm_no_collision":
|
|
slots: Dict[int, List[int]] = {}
|
|
for nid, log in logs.items():
|
|
m = re.search(r"TDM slot[=: ]+(\d+)", log, re.IGNORECASE)
|
|
if m:
|
|
slot = int(m.group(1))
|
|
slots.setdefault(slot, []).append(nid)
|
|
collisions = {s: ns for s, ns in slots.items() if len(ns) > 1}
|
|
_check("tdm_no_collision",
|
|
len(collisions) == 0,
|
|
"No TDM slot collisions",
|
|
f"Collisions: {collisions}",
|
|
EXIT_FAIL)
|
|
|
|
elif assert_name == "all_nodes_produce_frames":
|
|
producing = []
|
|
for nid, log in logs.items():
|
|
node_cfg = next((n for n in cfg.nodes if n.node_id == nid), None)
|
|
if node_cfg and node_cfg.role == "sensor":
|
|
if re.search(r"frame|CSI|emitted", log, re.IGNORECASE):
|
|
producing.append(nid)
|
|
sensors = cfg.sensor_nodes()
|
|
_check("all_nodes_produce_frames",
|
|
len(producing) == len(sensors),
|
|
f"All {len(sensors)} sensors producing frames",
|
|
f"Only {len(producing)}/{len(sensors)} sensors producing",
|
|
EXIT_FAIL)
|
|
|
|
elif assert_name == "coordinator_receives_from_all":
|
|
coord_logs = [
|
|
logs.get(n.node_id, "") for n in cfg.coordinator_nodes()
|
|
]
|
|
all_coord_text = "\n".join(coord_logs)
|
|
received_from = set()
|
|
for sensor in cfg.sensor_nodes():
|
|
# Look for the sensor's node_id mentioned in coordinator logs
|
|
if re.search(rf"node[_ ]?id[=: ]+{sensor.node_id}\b", all_coord_text, re.IGNORECASE):
|
|
received_from.add(sensor.node_id)
|
|
sensor_ids = {s.node_id for s in cfg.sensor_nodes()}
|
|
_check("coordinator_receives_from_all",
|
|
received_from == sensor_ids,
|
|
f"Coordinator received from all {len(sensor_ids)} sensors",
|
|
f"Missing: {sensor_ids - received_from}",
|
|
EXIT_FAIL)
|
|
|
|
elif assert_name.startswith("fall_detected_by_node_"):
|
|
target_id = int(assert_name.split("_")[-1])
|
|
log_text = logs.get(target_id, "")
|
|
found = bool(re.search(r"fall[_ ]?detect|fall[_ ]?event", log_text, re.IGNORECASE))
|
|
_check(assert_name,
|
|
found,
|
|
f"Node {target_id} detected fall event",
|
|
f"Node {target_id} did not report fall detection",
|
|
EXIT_WARN)
|
|
|
|
elif assert_name == "frame_rate_above":
|
|
min_rate = int(assert_param) if assert_param else 10
|
|
all_ok = True
|
|
nodes_with_data = 0
|
|
for nid, log in logs.items():
|
|
m = re.search(r"frame[_ ]?rate[=: ]+([\d.]+)", log, re.IGNORECASE)
|
|
if m:
|
|
nodes_with_data += 1
|
|
rate = float(m.group(1))
|
|
if rate < min_rate:
|
|
all_ok = False
|
|
if nodes_with_data == 0:
|
|
_check(f"frame_rate_above({min_rate})",
|
|
False,
|
|
"",
|
|
"No parseable frame rate data found in any node log",
|
|
EXIT_WARN)
|
|
else:
|
|
_check(f"frame_rate_above({min_rate})",
|
|
all_ok,
|
|
f"All nodes >= {min_rate} Hz",
|
|
f"Some nodes below {min_rate} Hz",
|
|
EXIT_WARN)
|
|
|
|
elif assert_name == "max_boot_time_s":
|
|
max_s = int(assert_param) if assert_param else 10
|
|
all_ok = True
|
|
nodes_with_data = 0
|
|
for nid, log in logs.items():
|
|
m = re.search(r"boot[_ ]?time[=: ]+([\d.]+)", log, re.IGNORECASE)
|
|
if m:
|
|
nodes_with_data += 1
|
|
bt = float(m.group(1))
|
|
if bt > max_s:
|
|
all_ok = False
|
|
if nodes_with_data == 0:
|
|
_check(f"max_boot_time_s({max_s})",
|
|
False,
|
|
"",
|
|
"No parseable boot time data found in any node log",
|
|
EXIT_WARN)
|
|
else:
|
|
_check(f"max_boot_time_s({max_s})",
|
|
all_ok,
|
|
f"All nodes booted within {max_s}s",
|
|
f"Some nodes exceeded {max_s}s boot time",
|
|
EXIT_WARN)
|
|
|
|
elif assert_name == "no_heap_errors":
|
|
heap_pats = [
|
|
r"HEAP_ERROR",
|
|
r"heap_caps_alloc.*failed",
|
|
r"out of memory",
|
|
r"heap corruption",
|
|
r"CORRUPT HEAP",
|
|
r"malloc.*fail",
|
|
]
|
|
found_in = [
|
|
nid for nid, log in logs.items()
|
|
if any(re.search(pat, log, re.IGNORECASE) for pat in heap_pats)
|
|
]
|
|
_check("no_heap_errors",
|
|
len(found_in) == 0,
|
|
"No heap errors",
|
|
f"Heap errors in nodes: {found_in}",
|
|
EXIT_FAIL)
|
|
|
|
else:
|
|
warn(f" Unknown assertion: {assert_name} (skipped)")
|
|
|
|
print()
|
|
verdict = {EXIT_PASS: "PASS", EXIT_WARN: "WARN", EXIT_FAIL: "FAIL", EXIT_FATAL: "FATAL"}
|
|
print(f" Verdict: {_c(verdict[worst], '32' if worst == 0 else '33' if worst == 1 else '1;31')}")
|
|
print()
|
|
|
|
return worst
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Orchestrator
|
|
# ---------------------------------------------------------------------------
|
|
class SwarmOrchestrator:
|
|
"""Manages the lifecycle of a QEMU swarm test."""
|
|
|
|
def __init__(
|
|
self,
|
|
cfg: SwarmConfig,
|
|
qemu_bin: str,
|
|
output_dir: Path,
|
|
skip_build: bool,
|
|
dry_run: bool,
|
|
):
|
|
self.cfg = cfg
|
|
self.qemu_bin = qemu_bin
|
|
self.output_dir = output_dir
|
|
self.skip_build = skip_build
|
|
self.dry_run = dry_run
|
|
|
|
self.build_dir = FIRMWARE_DIR / "build"
|
|
self.results_file = output_dir / "swarm_results.json"
|
|
|
|
self.qemu_procs: List[subprocess.Popen] = []
|
|
self.agg_proc: Optional[subprocess.Popen] = None
|
|
self.net_state = NetworkState()
|
|
|
|
# Register cleanup
|
|
atexit.register(self.cleanup)
|
|
signal.signal(signal.SIGTERM, self._signal_handler)
|
|
signal.signal(signal.SIGINT, self._signal_handler)
|
|
|
|
def _signal_handler(self, signum: int, frame: Any) -> None:
|
|
info(f"Received signal {signum}, shutting down...")
|
|
self.cleanup()
|
|
sys.exit(EXIT_FATAL)
|
|
|
|
def cleanup(self) -> None:
|
|
"""Kill all QEMU processes and tear down network."""
|
|
for proc in self.qemu_procs:
|
|
if proc.poll() is None:
|
|
try:
|
|
proc.terminate()
|
|
proc.wait(timeout=5)
|
|
except (subprocess.TimeoutExpired, OSError):
|
|
try:
|
|
proc.kill()
|
|
except OSError:
|
|
pass
|
|
|
|
if self.agg_proc and self.agg_proc.poll() is None:
|
|
try:
|
|
self.agg_proc.terminate()
|
|
self.agg_proc.wait(timeout=5)
|
|
except (subprocess.TimeoutExpired, OSError):
|
|
try:
|
|
self.agg_proc.kill()
|
|
except OSError:
|
|
pass
|
|
|
|
teardown_network(self.net_state)
|
|
|
|
def run(self) -> int:
|
|
"""Execute the full swarm test. Returns exit code."""
|
|
n = len(self.cfg.nodes)
|
|
info(f"Swarm: {self.cfg.name}")
|
|
info(f"Topology: {self.cfg.topology}")
|
|
info(f"Nodes: {n}")
|
|
info(f"Duration: {self.cfg.duration_s}s")
|
|
info(f"Assertions: {len(self.cfg.assertions)}")
|
|
info(f"Output: {self.output_dir}")
|
|
print()
|
|
|
|
if self.dry_run:
|
|
return self._dry_run()
|
|
|
|
# Ensure output dir exists
|
|
self.output_dir.mkdir(parents=True, exist_ok=True)
|
|
self.build_dir.mkdir(parents=True, exist_ok=True)
|
|
|
|
# 1. Check prerequisites
|
|
self._check_prerequisites()
|
|
|
|
# 2. Provision each node
|
|
info("--- Provisioning nodes ---")
|
|
flash_images: Dict[int, Path] = {}
|
|
aggregator_ip = "10.0.0.1"
|
|
for node in self.cfg.nodes:
|
|
flash_images[node.node_id] = provision_node(
|
|
node=node,
|
|
build_dir=self.build_dir,
|
|
n_total=n,
|
|
aggregator_ip=aggregator_ip,
|
|
aggregator_port=self.cfg.aggregator_port,
|
|
)
|
|
print()
|
|
|
|
# 3. Setup network topology
|
|
info("--- Setting up network ---")
|
|
node_net_args = setup_network(self.cfg, self.net_state)
|
|
print()
|
|
|
|
# 4. Start aggregator if needed
|
|
if self.cfg.coordinator_nodes():
|
|
info("--- Starting aggregator ---")
|
|
agg_log = self.output_dir / "aggregator.log"
|
|
self.agg_proc = start_aggregator(
|
|
port=self.cfg.aggregator_port,
|
|
n_nodes=n,
|
|
output_file=self.results_file,
|
|
log_file=agg_log,
|
|
)
|
|
if self.agg_proc:
|
|
info(f" Aggregator PID: {self.agg_proc.pid}")
|
|
print()
|
|
|
|
# 5. Launch QEMU instances
|
|
info(f"--- Launching {n} QEMU nodes ---")
|
|
for node in self.cfg.nodes:
|
|
log_file = self.output_dir / f"qemu_node{node.node_id}.log"
|
|
net_args = node_net_args.get(node.node_id, [])
|
|
|
|
proc = launch_node(
|
|
node=node,
|
|
flash_image=flash_images[node.node_id],
|
|
log_file=log_file,
|
|
net_args=net_args,
|
|
qemu_bin=self.qemu_bin,
|
|
)
|
|
self.qemu_procs.append(proc)
|
|
info(f" Node {node.node_id} ({node.role}): PID={proc.pid}, log={log_file}")
|
|
print()
|
|
|
|
# 6. Wait for test duration
|
|
info(f"All nodes launched. Waiting {self.cfg.duration_s}s...")
|
|
try:
|
|
time.sleep(self.cfg.duration_s)
|
|
except KeyboardInterrupt:
|
|
warn("Interrupted by user.")
|
|
|
|
# 7. Stop QEMU instances
|
|
info("Duration elapsed. Stopping nodes...")
|
|
for proc in self.qemu_procs:
|
|
if proc.poll() is None:
|
|
proc.terminate()
|
|
# Give aggregator time to flush
|
|
time.sleep(2)
|
|
if self.agg_proc and self.agg_proc.poll() is None:
|
|
self.agg_proc.terminate()
|
|
print()
|
|
|
|
# 8. Copy logs to output dir (they're already there via log_file paths)
|
|
# Also copy from build_dir if assertions reference those paths
|
|
for node in self.cfg.nodes:
|
|
src = self.output_dir / f"qemu_node{node.node_id}.log"
|
|
dst = self.build_dir / f"qemu_node{node.node_id}.log"
|
|
if src.exists() and src != dst:
|
|
shutil.copy2(str(src), str(dst))
|
|
|
|
# 9. Run assertions
|
|
exit_code = run_assertions(
|
|
cfg=self.cfg,
|
|
build_dir=self.output_dir,
|
|
results_file=self.results_file,
|
|
)
|
|
|
|
# 10. Write JSON results summary
|
|
self._write_summary(exit_code)
|
|
|
|
return exit_code
|
|
|
|
def _dry_run(self) -> int:
|
|
"""Show what would be launched without actually running anything."""
|
|
print(_c("=== DRY RUN ===", "1;33"))
|
|
print()
|
|
print(f"Swarm: {self.cfg.name}")
|
|
print(f"Topology: {self.cfg.topology}")
|
|
print(f"Duration: {self.cfg.duration_s}s")
|
|
print(f"Aggregator port: {self.cfg.aggregator_port}")
|
|
print()
|
|
|
|
print("Nodes:")
|
|
for node in self.cfg.nodes:
|
|
gw = " [GATEWAY]" if node.is_gateway else ""
|
|
print(f" node_id={node.node_id} role={node.role} scenario={node.scenario} "
|
|
f"channel={node.channel} tdm={node.tdm_slot}/{len(self.cfg.nodes)} "
|
|
f"edge_tier={node.edge_tier}{gw}")
|
|
print()
|
|
|
|
print("Network:")
|
|
if self.cfg.topology == "mesh":
|
|
print(" Single bridge: all nodes on qemu-sw0")
|
|
elif self.cfg.topology == "star":
|
|
for i, s in enumerate(self.cfg.sensor_nodes()):
|
|
print(f" Bridge qemu-br{i}: sensor {s.node_id} <-> coordinator(s)")
|
|
elif self.cfg.topology in ("line", "ring"):
|
|
n = len(self.cfg.nodes)
|
|
pairs = list(range(n - 1))
|
|
if self.cfg.topology == "ring" and n > 2:
|
|
pairs.append(n - 1)
|
|
for p in range(len(pairs)):
|
|
l = pairs[p]
|
|
r = (pairs[p] + 1) % n
|
|
print(f" Bridge qemu-br{p}: node {self.cfg.nodes[l].node_id} "
|
|
f"<-> node {self.cfg.nodes[r].node_id}")
|
|
print()
|
|
|
|
print("QEMU command (per node):")
|
|
print(f" {self.qemu_bin} -machine esp32s3 -nographic "
|
|
f"-drive file=<flash_image>,if=mtd,format=raw "
|
|
f"-serial file:<log_file> -no-reboot <net_args>")
|
|
print()
|
|
|
|
print("Assertions:")
|
|
for a in self.cfg.assertions:
|
|
if isinstance(a, dict):
|
|
name = list(a.keys())[0]
|
|
param = a[name]
|
|
print(f" - {name}: {param}")
|
|
else:
|
|
print(f" - {a}")
|
|
print()
|
|
|
|
return EXIT_PASS
|
|
|
|
def _check_prerequisites(self) -> None:
|
|
"""Verify QEMU binary and build artifacts exist."""
|
|
# Check QEMU binary
|
|
try:
|
|
result = subprocess.run(
|
|
[self.qemu_bin, "--version"],
|
|
capture_output=True, text=True, timeout=10,
|
|
)
|
|
if result.returncode != 0:
|
|
fatal(f"QEMU binary returned error: {self.qemu_bin}")
|
|
sys.exit(EXIT_FATAL)
|
|
except FileNotFoundError:
|
|
fatal(f"QEMU binary not found: {self.qemu_bin}")
|
|
print(" Install: sudo apt install qemu-system-misc # Debian/Ubuntu")
|
|
print(" Or set --qemu-path to the qemu-system-xtensa binary.")
|
|
sys.exit(EXIT_FATAL)
|
|
except subprocess.TimeoutExpired:
|
|
fatal(f"QEMU binary timed out: {self.qemu_bin}")
|
|
sys.exit(EXIT_FATAL)
|
|
|
|
# Check base flash image (accept either name)
|
|
base = self.build_dir / "qemu_flash_base.bin"
|
|
alt_base = self.build_dir / "qemu_flash.bin"
|
|
if not base.exists() and not alt_base.exists():
|
|
if self.skip_build:
|
|
fatal(f"Base flash image not found: {base} or {alt_base}")
|
|
fatal("Build the firmware first, or run without --skip-build.")
|
|
sys.exit(EXIT_FATAL)
|
|
else:
|
|
warn("Base flash image not found; firmware build will create it.")
|
|
|
|
# Check provision.py
|
|
if not PROVISION_SCRIPT.exists():
|
|
fatal(f"Provisioning script not found: {PROVISION_SCRIPT}")
|
|
sys.exit(EXIT_FATAL)
|
|
|
|
def _write_summary(self, exit_code: int) -> None:
|
|
"""Write JSON summary of the swarm test run."""
|
|
verdict_map = {EXIT_PASS: "PASS", EXIT_WARN: "WARN",
|
|
EXIT_FAIL: "FAIL", EXIT_FATAL: "FATAL"}
|
|
summary = {
|
|
"swarm": self.cfg.name,
|
|
"topology": self.cfg.topology,
|
|
"node_count": len(self.cfg.nodes),
|
|
"duration_s": self.cfg.duration_s,
|
|
"verdict": verdict_map.get(exit_code, "UNKNOWN"),
|
|
"exit_code": exit_code,
|
|
"nodes": [
|
|
{
|
|
"node_id": n.node_id,
|
|
"role": n.role,
|
|
"scenario": n.scenario,
|
|
"channel": n.channel,
|
|
"tdm_slot": n.tdm_slot,
|
|
}
|
|
for n in self.cfg.nodes
|
|
],
|
|
"assertions": [
|
|
str(a) if not isinstance(a, dict) else a
|
|
for a in self.cfg.assertions
|
|
],
|
|
}
|
|
|
|
summary_path = self.output_dir / "swarm_summary.json"
|
|
summary_path.write_text(json.dumps(summary, indent=2) + "\n", encoding="utf-8")
|
|
info(f"Summary written to {summary_path}")
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# CLI
|
|
# ---------------------------------------------------------------------------
|
|
def build_parser() -> argparse.ArgumentParser:
|
|
parser = argparse.ArgumentParser(
|
|
prog="qemu_swarm.py",
|
|
description="QEMU ESP32-S3 Swarm Configurator (ADR-062)",
|
|
formatter_class=argparse.RawDescriptionHelpFormatter,
|
|
epilog="""\
|
|
Examples:
|
|
python3 qemu_swarm.py --config swarm_presets/standard.yaml
|
|
python3 qemu_swarm.py --preset smoke
|
|
python3 qemu_swarm.py --preset standard --timeout 90
|
|
python3 qemu_swarm.py --list-presets
|
|
python3 qemu_swarm.py --config custom.yaml --dry-run
|
|
|
|
Exit codes:
|
|
0 PASS - all assertions passed
|
|
1 WARN - non-critical assertions failed
|
|
2 FAIL - critical assertions failed
|
|
3 FATAL - infrastructure or build failure
|
|
""",
|
|
)
|
|
|
|
source = parser.add_mutually_exclusive_group()
|
|
source.add_argument("--config", metavar="FILE",
|
|
help="Path to YAML swarm configuration file")
|
|
source.add_argument("--preset", metavar="NAME",
|
|
help="Use a built-in preset (e.g. smoke, standard, large-mesh)")
|
|
source.add_argument("--list-presets", action="store_true",
|
|
help="List available preset configurations and exit")
|
|
|
|
parser.add_argument("--timeout", type=int, default=None,
|
|
help="Override swarm duration_s from config")
|
|
parser.add_argument("--dry-run", action="store_true",
|
|
help="Show what would be launched without running")
|
|
parser.add_argument("--qemu-path", default="qemu-system-xtensa",
|
|
help="Path to QEMU binary (default: qemu-system-xtensa)")
|
|
parser.add_argument("--skip-build", action="store_true",
|
|
help="Skip firmware build step")
|
|
parser.add_argument("--output-dir", metavar="DIR", default=None,
|
|
help="Directory for logs and results (default: build/swarm_<name>)")
|
|
|
|
return parser
|
|
|
|
|
|
def main() -> int:
|
|
parser = build_parser()
|
|
args = parser.parse_args()
|
|
|
|
# List presets
|
|
if args.list_presets:
|
|
presets = list_presets()
|
|
if not presets:
|
|
print(f"No presets found in {PRESETS_DIR}")
|
|
return EXIT_PASS
|
|
print("Available swarm presets:")
|
|
print()
|
|
for name, desc in presets:
|
|
print(f" {name:20s} {desc}")
|
|
print()
|
|
print(f"Use: python3 qemu_swarm.py --preset <name>")
|
|
return EXIT_PASS
|
|
|
|
# Load config
|
|
if args.config:
|
|
config_path = Path(args.config)
|
|
if not config_path.exists():
|
|
fatal(f"Config file not found: {config_path}")
|
|
return EXIT_FATAL
|
|
raw = yaml.safe_load(config_path.read_text(encoding="utf-8"))
|
|
elif args.preset:
|
|
raw = load_preset(args.preset)
|
|
else:
|
|
parser.print_help()
|
|
print()
|
|
error("Provide --config FILE or --preset NAME (or use --list-presets)")
|
|
return EXIT_FATAL
|
|
|
|
cfg = validate_config(raw)
|
|
|
|
# Apply overrides
|
|
if args.timeout is not None:
|
|
cfg.duration_s = args.timeout
|
|
|
|
# Determine output directory
|
|
if args.output_dir:
|
|
output_dir = Path(args.output_dir)
|
|
else:
|
|
output_dir = FIRMWARE_DIR / "build" / f"swarm_{cfg.name.replace(' ', '_')}"
|
|
|
|
# Run orchestrator
|
|
orch = SwarmOrchestrator(
|
|
cfg=cfg,
|
|
qemu_bin=args.qemu_path,
|
|
output_dir=output_dir,
|
|
skip_build=args.skip_build,
|
|
dry_run=args.dry_run,
|
|
)
|
|
|
|
return orch.run()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
sys.exit(main())
|