cosim_dir revival:
- gen_realdata_hex.py: also emit decimated_range_{i,q}.npy (48x512)
and doppler_map_{i,q}.npy (512x48) at production dimensions; the
same Python pipeline that produces the RTL .hex stimuli now writes
the .npy intermediates v7.replay COSIM_DIR loads. Replaces the
workflow lost when golden_reference.py was deleted in e8b495c
- test_v7.py: update test_get_frame_cosim shape from pre-PR-O.6
(64,32) to (NUM_RANGE_BINS, NUM_DOPPLER_BINS)
- check in 4 .npy reference files (~400 KB, deterministic SCENE_SEED=42)
Ruff lint cleanup (was 66 errors; now 0):
- pyproject.toml: ignore T20 in tb/cosim/**.py (CLI tools)
- compare_independent.py: drop redundant int() casts (RUF046),
swap try/except scipy import for importlib.util.find_spec,
remove dead duplicate np import, ASCII-ize comment unicode,
wrap E501 format strings
- fpga_reference.py: drop unused fs arg from nco_reference,
collapse if/else to ternary, mark _out_im unused
- v7/processing.py: ASCII-ize x in docstring, collapse if-branches
- {dashboard,software_fpga,workers,radar_protocol}.py: wrap E501
- test_v7.py: ASCII-ize comment unicode, _alias renames where unused
Result: test_v7 100/100 (0 skips on radar_venv, was 9 graceful
skips); 5 cosim_dir orphan tests now active and passing.
Restore SoftwareFPGA's process_chirps() pipeline by porting the missing
chain stages (MTI canceller, DC notch, CFAR, threshold detection) plus
thin wrappers (range FFT, decimator, Doppler FFT) to fpga_model.py and
swapping software_fpga.py's import target from the deleted
golden_reference.py to fpga_model.
History: golden_reference.py was deleted in e8b495c (the "dead golden
code cleanup") but software_fpga.py kept importing from it. The
ImportError was swallowed at v7/__init__.py:49-52 so package load
succeeded, but every direct `from v7.software_fpga import SoftwareFPGA`
hit the import-time failure — masking 21 broken tests as
"ModuleNotFoundError" instead of surfacing the real issue.
This was actively breaking the GUI replay-from-raw-IQ feature
(dashboard.py:1334-1347, 1577 + GUI_V65_Tk.py:271-300, 1106-1129):
opening a .npy SDR capture instantiates SoftwareFPGA + ReplayEngine;
the dashboard's opcode dual-dispatch routes spinbox changes to the
SoftwareFPGA setters so re-processing reflects live param tweaks.
With the import broken since April, that path silently dies.
fpga_model.py:
- New top-level constants: FFT_SIZE=2048, NUM_RANGE_BINS=512 (from
RangeBinDecimator.OUTPUT_BINS), DOPPLER_CHIRPS=48,
DOPPLER_TOTAL_BINS=48 (track current production: PR-O.6 / PR-F).
- run_range_fft(iq_i, iq_q, twiddle_file): N inferred from input
length; works for legacy 1024-pt and production 2048-pt callers.
- run_range_bin_decimator(range_i, range_q, mode): per-frame wrapper
over RangeBinDecimator.decimate (4x decim -> 512 bins).
- run_mti_canceller(decim_i, decim_q, enable): 2-pulse canceller,
ported verbatim from golden_reference @ commit 237e74c~1.
- run_doppler_fft(mti_i, mti_q): num_subframes inferred from chirp
count; RANGE_BINS overridden per input shape so legacy
2-sub-frame (32-chirp) and production 3-sub-frame (48-chirp)
callers both work.
- run_dc_notch(doppler_i, doppler_q, width): per-bin DC notch,
generalised to any sub-frame count.
- run_cfar_ca(...): CA / GO / SO modes with bit-accurate alpha-q44
threshold + 17-bit saturation, ported from golden_reference.
- run_detection(doppler_i, doppler_q, threshold): |I|+|Q| L1 magnitude
threshold detection.
software_fpga.py:
- _GOLDEN_REF_DIR (cosim/real_data/) -> _FPGA_COSIM_DIR (cosim/)
- `from golden_reference import (...)` -> `from fpga_model import (...)`
- TWIDDLE_1024 -> TWIDDLE_2048 (production 2048-pt range FFT).
- Stage 1 comment: "Range bin decimation (1024 -> 64)" ->
"(production 2048 -> 512)".
- Stage 1 twiddle path picks fft_twiddle_2048.mem only when
n_samples=2048 matches; otherwise None to fall back to math-
generated twiddles for legacy callers.
- Module docstring updated to reflect post-cleanup history.
test_v7.py — modernise three tests to current production dimensions:
- test_process_chirps_returns_radar_frame: pad input to 2048 samples;
assertions reference NUM_RANGE_BINS / NUM_DOPPLER_BINS from
radar_protocol; n_dop derived from input chirp count.
- test_cfar_enable_changes_detections: 48 chirps x 2048 samples;
output (NUM_RANGE_BINS, NUM_DOPPLER_BINS). No longer skips on
cosim absence — uses synthetic input.
- test_get_frame_raw_iq_synthetic: (2, 48, 2048) raw IQ;
(NUM_RANGE_BINS, NUM_DOPPLER_BINS) output.
- test_cosim_dir: also skip when doppler_map_*.npy absent (matches
_cosim_available pattern in TestSoftwareFPGASignalChain).
Local: test_v7 100/0/0 (9 graceful skips: optional deps + missing
cosim .npy data), test_GUI_V65_Tk 117/0/2. Down from 21 ERRORs.
Add SoftwareFPGA class that imports golden_reference functions to
replicate the FPGA pipeline in software, enabling bit-accurate replay
of raw IQ, FPGA co-sim, and HDF5 recordings through the same
dashboard path as live data.
New modules: software_fpga.py, replay.py (ReplayEngine + 3 loaders)
Enhanced: WaveformConfig model, extract_targets_from_frame() in
processing, ReplayWorker with thread-safe playback controls,
dashboard replay UI with transport controls and dual-dispatch
FPGA parameter routing.
Removed: ReplayConnection (from radar_protocol, hardware, dashboard,
tests) — replaced by the unified replay architecture.
150/150 tests pass, ruff clean.
