feat: cross-platform WiFi collector factory (ADR-049) (#173)
feat: cross-platform WiFi collector factory (ADR-049)
This commit is contained in:
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# ADR-049: Cross-Platform WiFi Interface Detection and Graceful Degradation
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| Field | Value |
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|-------|-------|
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| Status | Proposed |
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| Date | 2026-03-06 |
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| Deciders | ruv |
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| Depends on | ADR-013 (Feature-Level Sensing), ADR-025 (macOS CoreWLAN) |
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| Issue | [#148](https://github.com/ruvnet/wifi-densepose/issues/148) |
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## Context
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Users report `RuntimeError: Cannot read /proc/net/wireless` when running WiFi DensePose in environments where the Linux wireless proc filesystem is unavailable:
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- **Docker containers** on macOS/Windows (Linux kernel detected, but no wireless subsystem)
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- **WSL2** without USB WiFi passthrough
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- **Headless Linux servers** without WiFi hardware
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- **Embedded Linux** boards without wireless-extensions support
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The current architecture has two layers of defense:
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1. **`ws_server.py`** (line 345-355) checks `os.path.exists("/proc/net/wireless")` before instantiating `LinuxWifiCollector` and falls back to `SimulatedCollector` if missing.
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2. **`rssi_collector.py`** `LinuxWifiCollector._validate_interface()` (line 178-196) raises a hard `RuntimeError` if `/proc/net/wireless` is missing or the interface isn't listed.
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However, there are gaps:
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- **Direct usage**: Any code that instantiates `LinuxWifiCollector` directly (outside `ws_server.py`) hits the unguarded `RuntimeError` with no fallback.
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- **Error message**: The RuntimeError message tells users to "use SimulatedCollector instead" but doesn't explain how.
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- **No auto-detection**: The collector selection logic is duplicated between `ws_server.py` and `install.sh` with no shared platform-detection utility.
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- **Partial `/proc/net/wireless`**: The file may exist (e.g., kernel module loaded) but contain no interfaces, producing a confusing "interface not found" error instead of a clean fallback.
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## Decision
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### 1. Platform-Aware Collector Factory
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Introduce a `create_collector()` factory function in `rssi_collector.py` that encapsulates the platform detection and fallback chain:
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```python
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def create_collector(
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preferred: str = "auto",
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interface: str = "wlan0",
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sample_rate_hz: float = 10.0,
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) -> BaseCollector:
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"""
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Create the best available WiFi collector for the current platform.
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Resolution order (when preferred="auto"):
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1. ESP32 CSI (if UDP port 5005 is receiving frames)
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2. Platform-native WiFi:
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- Linux: LinuxWifiCollector (requires /proc/net/wireless + active interface)
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- Windows: WindowsWifiCollector (netsh wlan)
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- macOS: MacosWifiCollector (CoreWLAN)
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3. SimulatedCollector (always available)
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Raises nothing — always returns a usable collector.
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"""
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```
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### 2. Soft Validation in LinuxWifiCollector
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Replace the hard `RuntimeError` in `_validate_interface()` with a class method that returns availability status without raising:
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```python
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@classmethod
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def is_available(cls, interface: str = "wlan0") -> tuple[bool, str]:
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"""Check if Linux WiFi collection is possible. Returns (available, reason)."""
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if not os.path.exists("/proc/net/wireless"):
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return False, "/proc/net/wireless not found (Docker, WSL, or no wireless subsystem)"
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with open("/proc/net/wireless") as f:
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content = f.read()
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if interface not in content:
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names = cls._parse_interface_names(content)
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return False, f"Interface '{interface}' not in /proc/net/wireless. Available: {names}"
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return True, "ok"
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```
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The existing `_validate_interface()` continues to raise `RuntimeError` for direct callers who need fail-fast behavior, but `create_collector()` uses `is_available()` to probe without exceptions.
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### 3. Structured Fallback Logging
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When auto-detection skips a collector, log at `WARNING` level with actionable context:
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```
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WiFi collector: LinuxWifiCollector unavailable (/proc/net/wireless not found — likely Docker/WSL).
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WiFi collector: Falling back to SimulatedCollector. For real sensing, connect ESP32 nodes via UDP:5005.
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```
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### 4. Consolidate Platform Detection
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Remove duplicated platform-detection logic from `ws_server.py` and `install.sh`. Both should use `create_collector()` (Python) or a shared `detect_wifi_platform()` shell function.
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## Consequences
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### Positive
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- **Zero-crash startup**: `create_collector("auto")` never raises — Docker, WSL, and headless users get `SimulatedCollector` automatically with a clear log message.
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- **Single detection path**: Platform logic lives in one place (`rssi_collector.py`), reducing drift between `ws_server.py`, `install.sh`, and future entry points.
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- **Better DX**: Error messages explain *why* a collector is unavailable and *what to do* (connect ESP32, install WiFi driver, etc.).
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### Negative
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- **SimulatedCollector may mask hardware issues**: Users with real WiFi hardware that fails detection might unknowingly run on simulated data. Mitigated by the `WARNING`-level log.
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- **Breaking change for direct `LinuxWifiCollector` callers**: Code that catches `RuntimeError` from `_validate_interface()` as a signal needs to migrate to `is_available()` or `create_collector()`. This is a minor change — there are no known external consumers.
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### Neutral
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- `_validate_interface()` behavior is unchanged for existing direct callers — this is additive.
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## Implementation Notes
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1. Add `create_collector()` and `BaseCollector.is_available()` to `v1/src/sensing/rssi_collector.py`
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2. Refactor `ws_server.py` `_init_collector()` to call `create_collector()`
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3. Update `install.sh` `detect_wifi_hardware()` to use shared detection logic
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4. Add unit tests for each platform path (mock `/proc/net/wireless` presence/absence)
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5. Comment on issue #148 with the fix
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## References
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- Issue #148: RuntimeError: Cannot read /proc/net/wireless
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- ADR-013: Feature-Level Sensing on Commodity Gear
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- ADR-025: macOS CoreWLAN WiFi Sensing
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- [Linux /proc/net/wireless documentation](https://www.kernel.org/doc/html/latest/networking/statistics.html)
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@ -12,13 +12,15 @@ from __future__ import annotations
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import logging
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import logging
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import math
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import math
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import os
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import platform
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import re
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import re
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import subprocess
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import subprocess
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import threading
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import threading
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import time
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import time
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from collections import deque
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from collections import deque
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from dataclasses import dataclass, field
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from dataclasses import dataclass, field
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from typing import Deque, List, Optional, Protocol
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from typing import Deque, List, Optional, Protocol, Union
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import numpy as np
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import numpy as np
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@ -173,27 +175,47 @@ class LinuxWifiCollector:
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"""Collect a single sample right now (blocking)."""
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"""Collect a single sample right now (blocking)."""
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return self._read_sample()
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return self._read_sample()
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# -- availability check --------------------------------------------------
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@classmethod
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def is_available(cls, interface: str = "wlan0") -> tuple[bool, str]:
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"""Check if Linux WiFi collection is possible without raising.
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Returns
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-------
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(available, reason) : tuple[bool, str]
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``available`` is True when /proc/net/wireless exists and lists
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the requested interface. ``reason`` is a human-readable
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explanation when unavailable.
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"""
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if not os.path.exists("/proc/net/wireless"):
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return False, (
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"/proc/net/wireless not found. "
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"This environment has no Linux wireless subsystem "
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"(common in Docker, WSL, or headless servers)."
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)
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try:
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with open("/proc/net/wireless", "r") as f:
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content = f.read()
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except OSError as exc:
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return False, f"Cannot read /proc/net/wireless: {exc}"
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if interface not in content:
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names = cls._parse_interface_names(content)
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return False, (
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f"Interface '{interface}' not listed in /proc/net/wireless. "
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f"Available: {names or '(none)'}. "
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f"Ensure the interface is up and associated with an AP."
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)
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return True, "ok"
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# -- internals -----------------------------------------------------------
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# -- internals -----------------------------------------------------------
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def _validate_interface(self) -> None:
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def _validate_interface(self) -> None:
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"""Check that the interface exists on this machine."""
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"""Check that the interface exists on this machine."""
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try:
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available, reason = self.is_available(self._interface)
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with open("/proc/net/wireless", "r") as f:
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if not available:
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content = f.read()
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raise RuntimeError(reason)
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if self._interface not in content:
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raise RuntimeError(
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f"WiFi interface '{self._interface}' not found in "
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f"/proc/net/wireless. Available interfaces may include: "
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f"{self._parse_interface_names(content)}. "
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f"Ensure the interface is up and associated with an AP."
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)
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except FileNotFoundError:
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raise RuntimeError(
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"Cannot read /proc/net/wireless. "
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"This collector requires a Linux system with wireless-extensions support. "
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"If running in a container or VM without WiFi hardware, use "
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"SimulatedCollector instead."
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)
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@staticmethod
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@staticmethod
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def _parse_interface_names(proc_content: str) -> List[str]:
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def _parse_interface_names(proc_content: str) -> List[str]:
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@ -736,3 +758,86 @@ class MacosWifiCollector:
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if self._running:
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if self._running:
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logger.error("macOS WiFi utility exited unexpectedly. Collector stopped.")
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logger.error("macOS WiFi utility exited unexpectedly. Collector stopped.")
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self._running = False
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self._running = False
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# ---------------------------------------------------------------------------
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# Collector factory (ADR-049)
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# ---------------------------------------------------------------------------
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CollectorType = Union[LinuxWifiCollector, WindowsWifiCollector, MacosWifiCollector, SimulatedCollector]
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def create_collector(
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preferred: str = "auto",
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interface: str = "wlan0",
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sample_rate_hz: float = 10.0,
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) -> CollectorType:
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"""Create the best available WiFi collector for the current platform.
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Resolution order (when ``preferred="auto"``):
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1. Platform-native WiFi:
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- Linux: LinuxWifiCollector (requires /proc/net/wireless + active interface)
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- Windows: WindowsWifiCollector (netsh wlan)
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- macOS: MacosWifiCollector (CoreWLAN)
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2. SimulatedCollector (always available)
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This function never raises -- it always returns a usable collector.
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Parameters
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----------
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preferred : str
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``"auto"`` for platform detection, or one of ``"linux"``,
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``"windows"``, ``"macos"``, ``"simulated"`` to force a specific
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collector.
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interface : str
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WiFi interface name (Linux/Windows only).
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sample_rate_hz : float
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Target sampling rate.
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"""
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_VALID_PREFERRED = {"auto", "linux", "windows", "macos", "simulated"}
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if preferred not in _VALID_PREFERRED:
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logger.warning(
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"WiFi collector: unknown preferred=%r (valid: %s). Falling back to auto.",
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preferred, ", ".join(sorted(_VALID_PREFERRED)),
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)
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preferred = "auto"
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system = platform.system()
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if preferred == "auto":
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if system == "Linux":
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available, reason = LinuxWifiCollector.is_available(interface)
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if available:
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logger.info("WiFi collector: using LinuxWifiCollector on %s", interface)
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return LinuxWifiCollector(interface=interface, sample_rate_hz=sample_rate_hz)
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logger.warning("WiFi collector: LinuxWifiCollector unavailable (%s).", reason)
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elif system == "Windows":
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try:
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win_iface = interface if interface != "wlan0" else "Wi-Fi"
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collector = WindowsWifiCollector(interface=win_iface, sample_rate_hz=min(sample_rate_hz, 2.0))
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collector.collect_once()
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logger.info("WiFi collector: using WindowsWifiCollector on '%s'", interface)
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return collector
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except Exception as exc:
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logger.warning("WiFi collector: WindowsWifiCollector unavailable (%s).", exc)
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elif system == "Darwin":
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try:
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collector = MacosWifiCollector(sample_rate_hz=sample_rate_hz)
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logger.info("WiFi collector: using MacosWifiCollector")
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return collector
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except Exception as exc:
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logger.warning("WiFi collector: MacosWifiCollector unavailable (%s).", exc)
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elif preferred == "linux":
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return LinuxWifiCollector(interface=interface, sample_rate_hz=sample_rate_hz)
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elif preferred == "windows":
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return WindowsWifiCollector(interface=interface, sample_rate_hz=min(sample_rate_hz, 2.0))
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elif preferred == "macos":
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return MacosWifiCollector(sample_rate_hz=sample_rate_hz)
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elif preferred == "simulated":
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return SimulatedCollector(seed=42, sample_rate_hz=sample_rate_hz)
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logger.info(
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"WiFi collector: falling back to SimulatedCollector. "
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"For real sensing, connect ESP32 nodes via UDP:5005 or install platform WiFi drivers."
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)
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return SimulatedCollector(seed=42, sample_rate_hz=sample_rate_hz)
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@ -24,7 +24,6 @@ import asyncio
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import json
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import json
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import logging
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import logging
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import math
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import math
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import platform
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import signal
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import signal
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import socket
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import socket
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import struct
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import struct
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@ -38,10 +37,6 @@ import numpy as np
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# Sensing pipeline imports
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# Sensing pipeline imports
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from v1.src.sensing.rssi_collector import (
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from v1.src.sensing.rssi_collector import (
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LinuxWifiCollector,
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SimulatedCollector,
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WindowsWifiCollector,
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MacosWifiCollector,
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WifiSample,
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WifiSample,
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RingBuffer,
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RingBuffer,
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)
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)
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@ -321,7 +316,13 @@ class SensingWebSocketServer:
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self._running = False
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self._running = False
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def _create_collector(self):
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def _create_collector(self):
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"""Auto-detect data source: ESP32 UDP > Windows WiFi > Linux WiFi > simulated."""
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"""Auto-detect data source: ESP32 UDP > platform WiFi > simulated.
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Uses the ``create_collector`` factory (ADR-049) for platform WiFi
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detection, which never raises and logs actionable fallback messages.
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"""
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from .rssi_collector import create_collector
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# 1. Try ESP32 UDP first
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# 1. Try ESP32 UDP first
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print(" Probing for ESP32 on UDP :5005 ...")
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print(" Probing for ESP32 on UDP :5005 ...")
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if probe_esp32_udp(ESP32_UDP_PORT, timeout=2.0):
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if probe_esp32_udp(ESP32_UDP_PORT, timeout=2.0):
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@ -329,43 +330,18 @@ class SensingWebSocketServer:
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self.source = "esp32"
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self.source = "esp32"
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return Esp32UdpCollector(port=ESP32_UDP_PORT, sample_rate_hz=10.0)
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return Esp32UdpCollector(port=ESP32_UDP_PORT, sample_rate_hz=10.0)
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# 2. Platform-specific WiFi
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# 2. Platform-specific WiFi (auto-detect with graceful fallback)
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system = platform.system()
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collector = create_collector(preferred="auto", sample_rate_hz=10.0)
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if system == "Windows":
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try:
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collector = WindowsWifiCollector(sample_rate_hz=2.0)
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collector.collect_once() # test that it works
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logger.info("Using WindowsWifiCollector")
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self.source = "windows_wifi"
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return collector
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except Exception as e:
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logger.warning("Windows WiFi unavailable (%s), falling back", e)
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elif system == "Linux":
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||||||
# In Docker on Mac, Linux is detected but no wireless extensions exist.
|
|
||||||
# Force SimulatedCollector if /proc/net/wireless doesn't exist.
|
|
||||||
import os
|
|
||||||
if os.path.exists("/proc/net/wireless"):
|
|
||||||
try:
|
|
||||||
collector = LinuxWifiCollector(sample_rate_hz=10.0)
|
|
||||||
self.source = "linux_wifi"
|
|
||||||
return collector
|
|
||||||
except RuntimeError:
|
|
||||||
logger.warning("Linux WiFi unavailable, falling back")
|
|
||||||
else:
|
|
||||||
logger.warning("Linux detected but /proc/net/wireless missing (likely Docker). Falling back.")
|
|
||||||
elif system == "Darwin":
|
|
||||||
try:
|
|
||||||
collector = MacosWifiCollector(sample_rate_hz=10.0)
|
|
||||||
logger.info("Using MacosWifiCollector")
|
|
||||||
self.source = "macos_wifi"
|
|
||||||
return collector
|
|
||||||
except Exception as e:
|
|
||||||
logger.warning("macOS WiFi unavailable (%s), falling back", e)
|
|
||||||
|
|
||||||
# 3. Simulated
|
# Map collector class to source label
|
||||||
logger.info("Using SimulatedCollector")
|
source_map = {
|
||||||
self.source = "simulated"
|
"LinuxWifiCollector": "linux_wifi",
|
||||||
return SimulatedCollector(seed=42, sample_rate_hz=10.0)
|
"WindowsWifiCollector": "windows_wifi",
|
||||||
|
"MacosWifiCollector": "macos_wifi",
|
||||||
|
"SimulatedCollector": "simulated",
|
||||||
|
}
|
||||||
|
self.source = source_map.get(type(collector).__name__, "unknown")
|
||||||
|
return collector
|
||||||
|
|
||||||
def _build_message(self, features: RssiFeatures, result: SensingResult) -> str:
|
def _build_message(self, features: RssiFeatures, result: SensingResult) -> str:
|
||||||
"""Build the JSON message to broadcast."""
|
"""Build the JSON message to broadcast."""
|
||||||
|
|
|
||||||
|
|
@ -702,3 +702,106 @@ class TestBandPower:
|
||||||
# Band 0.21-0.39 has no power
|
# Band 0.21-0.39 has no power
|
||||||
p = _band_power(freqs, psd, 0.21, 0.39)
|
p = _band_power(freqs, psd, 0.21, 0.39)
|
||||||
assert p == 0.0
|
assert p == 0.0
|
||||||
|
|
||||||
|
|
||||||
|
# ===========================================================================
|
||||||
|
# LinuxWifiCollector.is_available() tests (ADR-049)
|
||||||
|
# ===========================================================================
|
||||||
|
|
||||||
|
from unittest.mock import patch, mock_open
|
||||||
|
from v1.src.sensing.rssi_collector import LinuxWifiCollector, create_collector
|
||||||
|
|
||||||
|
|
||||||
|
class TestLinuxWifiCollectorAvailability:
|
||||||
|
def test_unavailable_when_proc_missing(self):
|
||||||
|
"""is_available returns False when /proc/net/wireless doesn't exist."""
|
||||||
|
with patch("v1.src.sensing.rssi_collector.os.path.exists", return_value=False):
|
||||||
|
available, reason = LinuxWifiCollector.is_available("wlan0")
|
||||||
|
assert available is False
|
||||||
|
assert "/proc/net/wireless not found" in reason
|
||||||
|
|
||||||
|
def test_unavailable_when_interface_not_listed(self):
|
||||||
|
"""is_available returns False when the interface isn't in proc."""
|
||||||
|
proc_content = (
|
||||||
|
"Inter-| sta-| Quality | Discarded packets\n"
|
||||||
|
" face | tus | link level noise | nwid crypt frag retry misc\n"
|
||||||
|
" wlan1: 0000 60. -50. -95. 0 0 0 0 0\n"
|
||||||
|
)
|
||||||
|
with patch("v1.src.sensing.rssi_collector.os.path.exists", return_value=True):
|
||||||
|
with patch("builtins.open", mock_open(read_data=proc_content)):
|
||||||
|
available, reason = LinuxWifiCollector.is_available("wlan0")
|
||||||
|
assert available is False
|
||||||
|
assert "wlan0" in reason
|
||||||
|
assert "wlan1" in reason
|
||||||
|
|
||||||
|
def test_available_when_interface_listed(self):
|
||||||
|
"""is_available returns True when the interface is present."""
|
||||||
|
proc_content = (
|
||||||
|
"Inter-| sta-| Quality | Discarded packets\n"
|
||||||
|
" face | tus | link level noise | nwid crypt frag retry misc\n"
|
||||||
|
" wlan0: 0000 60. -50. -95. 0 0 0 0 0\n"
|
||||||
|
)
|
||||||
|
with patch("v1.src.sensing.rssi_collector.os.path.exists", return_value=True):
|
||||||
|
with patch("builtins.open", mock_open(read_data=proc_content)):
|
||||||
|
available, reason = LinuxWifiCollector.is_available("wlan0")
|
||||||
|
assert available is True
|
||||||
|
assert reason == "ok"
|
||||||
|
|
||||||
|
def test_unavailable_when_file_unreadable(self):
|
||||||
|
"""is_available returns False when /proc/net/wireless exists but can't be read."""
|
||||||
|
with patch("v1.src.sensing.rssi_collector.os.path.exists", return_value=True):
|
||||||
|
with patch("builtins.open", side_effect=PermissionError("Permission denied")):
|
||||||
|
available, reason = LinuxWifiCollector.is_available("wlan0")
|
||||||
|
assert available is False
|
||||||
|
assert "Cannot read" in reason
|
||||||
|
|
||||||
|
|
||||||
|
# ===========================================================================
|
||||||
|
# create_collector() factory tests (ADR-049)
|
||||||
|
# ===========================================================================
|
||||||
|
|
||||||
|
class TestCreateCollector:
|
||||||
|
def test_returns_simulated_when_no_wifi(self):
|
||||||
|
"""On Linux without /proc/net/wireless, should return SimulatedCollector."""
|
||||||
|
with patch("v1.src.sensing.rssi_collector.platform.system", return_value="Linux"):
|
||||||
|
with patch("v1.src.sensing.rssi_collector.os.path.exists", return_value=False):
|
||||||
|
collector = create_collector(preferred="auto")
|
||||||
|
assert isinstance(collector, SimulatedCollector)
|
||||||
|
|
||||||
|
def test_returns_simulated_for_explicit_preference(self):
|
||||||
|
"""preferred='simulated' always returns SimulatedCollector."""
|
||||||
|
collector = create_collector(preferred="simulated")
|
||||||
|
assert isinstance(collector, SimulatedCollector)
|
||||||
|
|
||||||
|
def test_returns_linux_collector_when_available(self):
|
||||||
|
"""On Linux with /proc/net/wireless, should return LinuxWifiCollector."""
|
||||||
|
proc_content = (
|
||||||
|
"Inter-| sta-| Quality | Discarded packets\n"
|
||||||
|
" face | tus | link level noise | nwid crypt frag retry misc\n"
|
||||||
|
" wlan0: 0000 60. -50. -95. 0 0 0 0 0\n"
|
||||||
|
)
|
||||||
|
with patch("v1.src.sensing.rssi_collector.platform.system", return_value="Linux"):
|
||||||
|
with patch("v1.src.sensing.rssi_collector.os.path.exists", return_value=True):
|
||||||
|
with patch("builtins.open", mock_open(read_data=proc_content)):
|
||||||
|
collector = create_collector(preferred="auto", interface="wlan0")
|
||||||
|
assert isinstance(collector, LinuxWifiCollector)
|
||||||
|
|
||||||
|
def test_never_raises(self):
|
||||||
|
"""create_collector should never raise, regardless of platform."""
|
||||||
|
for plat in ["Linux", "Windows", "Darwin", "FreeBSD", "SunOS"]:
|
||||||
|
with patch("v1.src.sensing.rssi_collector.platform.system", return_value=plat):
|
||||||
|
with patch("v1.src.sensing.rssi_collector.os.path.exists", return_value=False):
|
||||||
|
with patch("subprocess.run", side_effect=FileNotFoundError("not found")):
|
||||||
|
try:
|
||||||
|
collector = create_collector(preferred="auto")
|
||||||
|
assert collector is not None
|
||||||
|
except Exception as exc:
|
||||||
|
pytest.fail(f"create_collector raised on {plat}: {exc}")
|
||||||
|
|
||||||
|
def test_windows_default_interface_mapping(self):
|
||||||
|
"""On Windows with default interface='wlan0', should map to 'Wi-Fi'."""
|
||||||
|
with patch("v1.src.sensing.rssi_collector.platform.system", return_value="Windows"):
|
||||||
|
with patch("subprocess.run", side_effect=FileNotFoundError("netsh not found")):
|
||||||
|
collector = create_collector(preferred="auto", interface="wlan0")
|
||||||
|
# Should fall back to SimulatedCollector since netsh isn't available
|
||||||
|
assert isinstance(collector, SimulatedCollector)
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue