7 Commits

Author SHA1 Message Date
Thomas Ales [M S E] a8b962e317 Add min peak frequency floor (CACH v4) and Batch Export View as Images
Two strands of in-progress work, committed together because they overlap
in sras_workers.py and main_window.py.

Min peak frequency floor:
- CACH tail bumped to version 4, adding u32 min_freq_khz provenance in
  fixed-point kHz (a float32 20.1 reads back as 20.10000038 and would
  report a spurious mismatch forever). v1-v3 tails read as no floor.
- Stored FFT caches are accepted when the reader's floor is at or above
  the stored one, since a higher floor is re-applicable by masking.
- Floor plumbed through compute_rf_image, BatchCacheWorker and the viewer.

Batch Export View as Images:
- New sras_render.py holds draw_view_image, shared by the Qt canvas and
  the headless exporter so a PNG cannot drift from what the GUI shows.
  Deliberately Qt-free so it is importable in a pool subprocess.
- BatchExportImagesWorker renders the current view settings across many
  files, process-pooled with an inline fallback, reporting per-file
  output names so the caller can flag same-stem collisions.
- _axes_extent extracted into sras_format for both render paths.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-12 10:17:43 -05:00
Thomas Ales [M S E] 1caf6373cb Replace zoom FFT peak search with a budget-bounded PyFFTW direct transform
Drop the coarse+fine zoom refinement, the SciPy FFT backend, and the
exact= audit path in favor of a single always-on full-transform peak
search (_peak_bins). Block size is now derived from a per-thread memory
budget (_fft_block_for/SRAS_FFT_PLAN_BUDGET_MB) instead of a fixed
constant, so the existing block-parallel PyFFTW pool stays memory-safe
at high pad factors without the zoom algorithm's bookkeeping. Also
removes the now-unused threadpoolctl dependency and the FFT backend
selector from the UI.

Also includes a pre-existing min_freq_mhz peak-search floor (excludes
bins below a caller-supplied frequency from the argmax) that was
already implemented and tested in the working tree.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-10 14:14:38 -05:00
Thomas Ales d5914b5793 Stop discarding precomputed FFT data on view switches
The display path hardcoded row_avg_n=0 when checking a file's stored FFT
cache, since the main window has no row-averaging control (only the
batch-only RowAverageFftOptionsDialog). Once a file was batch-computed with
row-averaging, every view switch saw a phantom provenance mismatch and
silently launched a full raw recompute, discarding the precomputed data.

The display now asks for the stored image at the settings it was actually
computed under (bg-sub/pad/row-averaging), rather than the window's live
controls, so a stored or already-computed image is always shown once
present. Those controls now only affect a first-time compute for an
uncached angle or an explicit batch recompute -- never what's already on
screen. DC threshold is unaffected: it stays live, since re-masking a
cached image is free.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-09 18:21:34 -05:00
Thomas Ales 8348ad313c Implement FFT pad-factor caching and the stored-cache display fast path
tests/test_stored_cache.py exercised two features that were never built,
so six of its tests had been failing on main. Both are now implemented.

Pad-factor caching. A padded view could not use a stored FFT cache at all:
the store was pad 1 by definition and cached_rf_image rejected any n_fft
outright, so a user working at a pad factor got nothing from batch-computing
a file. CACH tail v3 records the pad the images were resolved at, cache_file
computes at a requested pad, and the batch actions pass the viewer's own pad
down — while still refusing a store resolved at a different pad, since a
padded FFT interpolates between the natural bins and so resolves genuinely
different peak frequencies. v1/v2 tails read as pad 1 and keep working.

Stored-cache dispatch. _refresh_display only ever consulted this window's
in-session dicts, so after a batch every angle change still queued a worker
and a progress popup for an image already on disk — the exact cost the batch
was run to avoid. It now checks the file's own DC/FFT blocks first, asking
with allow_dc_recompute=False so the GUI thread never touches I/O. When the
stored cache genuinely cannot serve the view, the scan info panel says why
rather than leaving the silent recompute a mystery.

Two bugs surfaced on the way:

- The angle spinbox was wired on editingFinished, which QAbstractSpinBox
  emits only on Return or focus-out — never on a step. Clicking its arrows,
  the ordinary way to walk a scan, moved the number and left the image
  behind. Now valueChanged with keyboard tracking off, which fires on a step
  and once on commit, but not per keystroke mid-typing. Every existing GUI
  test called _on_view_changed() by hand and so could not have caught this;
  two new tests pin it and fail against the old wiring.

- A plain "fft" batch over a file previously cached with fft_rowavg carried
  the old row_avg_n forward, labelling raw images as row-averaged. It now
  writes row_avg_n=0 explicitly.

Verified: 111 passed (was 103 passed / 6 failed), and
tools/check_equivalence.py is byte-identical to the pre-change baseline.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-09 13:50:37 -05:00
Thomas Ales f40c965b74 Replace the two Fusion alignment actions with a three-step wizard
Alignment was two disconnected menu actions. `Angle Alignment` ran the
registration with ref_angle_idx hard-coded to 0, no exposed parameters and
no way to retry; `Manual Alignment...` was a separate dialog that
deliberately refused to inherit the automatic result, so a bad fit meant
starting over by hand. Neither told you whether the alignment was any
good, and neither produced anything durable beyond an in-memory result.

Fusion -> Alignment Wizard... now covers all of it in three steps:

  1. Correlate. Reference angle, DC threshold, source, rotation seed and
     sign, search window, coarse step and fine grid are all on the page,
     and Run/Re-run is repeatable. Angles start pre-rotated from the
     stage angles in the file, so the page is informative before any
     correlation runs. The verdict is a picture: every angle's DC mask
     reprojected onto the shared canvas and summed, coloured by how many
     angles cover each pixel, so a good alignment reads as one saturated
     plateau and a bad one as a fringe of low-count halos. A per-angle
     fit table flags angles that did not register or that disagree with
     their stage angle by more than a degree.
  2. Crop. An axis-aligned rectangle on that canvas, with numeric
     canvas-pixel boxes synced both ways and a live size estimate.
     "Fit to full overlap" uses a largest-rectangle sweep rather than a
     bounding box: the overlap region of several rotated scans is roughly
     a disc, whose bounding box has corners no angle covers.
  3. Save. Writes the aligned, cropped stack to a new .sras.

Because the wizard replaces both actions it absorbs the old dialog's
by-eye nudge editor — without it, a scan the search cannot fit would
have no fallback at all. ManualAlignmentDialog is therefore deleted
rather than left orphaned, and its tests move to the wizard.

Two bugs found while driving it end to end and fixed here: QSpinBox
setRange clamps and emits valueChanged, which committed a 1x1 crop
before the default preset could run; and the mm round trip returns an
exact pixel boundary as 11.000000000000002, so a bare ceil() added a
spurious column on every rectangle edit.

Verified: 103 pass, the 6 test_stored_cache failures are pre-existing on
main, and tools/check_equivalence.py is byte-identical to main.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-07 23:00:59 -05:00
Thomas Ales 3989c2a1b8 Implement row-averaged FFT feature for same-row SNR cleanup
Add row-averaged FFT feature with configurable window size (row_avg_n
parameter) for improved signal-to-noise ratio on noisy scans. Includes:

- Gaussian-weighted same-row neighbor averaging (never crosses rows)
- Masked/renormalized convolution handling for edge cases and masked samples
- Cache format v2 with row_avg_n tracking to prevent silent cache mismatches
- GUI dialog option for row-average window configuration
- Comprehensive tests validating kernel properties, background subtraction
  invariance, and cache dispatch

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
2026-08-07 21:50:05 -05:00
Thomas Ales 8154c57066 Move design essays to docs/design.md, leave pointers
The three block essays in sras_compute.py — memory budget / row
chunking, angle-alignment coordinate frames, and the sidecar placement
+ schema history — move to docs/design.md (joined by a new section on
the zoom FFT peak search), each replaced by a 2-4 line pointer. The
save_manual_alignment docstring no longer restates the JSON schema its
own eight lines of code construct.

Load-bearing trap notes (normalization=None, subpixel-score mixing,
memmap lazy reads) stay in place. Zero code changes — golden-hash diff
verified empty.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-08-06 11:01:49 -05:00