Commit Graph
27 Commits
Author SHA1 Message Date
leonarski_fandClaude Opus 5.5 c942dcb584 Panel table persisted in NXmx; modulation grid and pre-scan memo key on the plane
- The NXmx master (and _process.h5) writes module_0..N with the panel table when the start message has one,
  besides the whole-image module, so a stored-layout file reads back with its panels
  (JFJochReader_PanelId checks the round trip).
- RotationScaleMerge's modulation grid spans PlaneBounds instead of the image rectangle; with no panel
  table x0 = 0 and the extent is the image, so the cells are unchanged.
- The beam-stop / pre-scan memo key includes each panel's box and placement; nothing is added with no
  table.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015CeEGgpKdfkCTJb3YNMJcu
2026-10-21 12:44:40 +02:00
leonarski_fandClaude Opus 5.5 456fd5d5cf RotationScaleMerge: the correction surfaces stop at an rms step of 1e-3, not at the per-frame scaling tolerance (RESULT-CHANGING)
f217f180a tightened SCALING_TOLERANCE to 1e-5 for the per-frame scaling loops, but ApplyCellSurface
used the same constant for its own stop. The surfaces then ran to their 30-round cap ("NOT settled"),
and that - not the per-frame loops - is what lost ISa on the tol-1e-5 full battery
(20261019-2106 vs 20261019-1726): on hepes, myob_x06da, 9rcs and 7bgt the per-frame loops settle on
the same trajectory either way, while the modulation/absorption fits and their half-set gates changed.

The surfaces' own fixed point is the worse one: run to 1e-5 with 300 rounds allowed, the detector-frame
surfaces walk along the resolution direction the gauge projects out (7bgt modulation: 15 -> 283 rounds,
1.13x -> 8.47x ramp removed), their held-out half-set gain drops (hepes +0.026 -> -0.031, 6o2h
-0.28 -> -0.78), and ISa falls (hepes 37.0 -> 18.3, myob_x06da 22.8 -> 19.6, 9rcs 7.4 -> 5.3,
7bgt 17.0 -> 15.3, 6o2h 31.0 -> 18.1). The surfaces' prior and gates were calibrated at 1e-3, so they
get their own SURFACE_TOLERANCE = 1e-3 again; the per-frame loops stay at 1e-5.

Tried and rejected (23 validation sets, runs 20261020-0040/0104/0129 cvfold-*):
- leave-one-out reference in the surface fit: 7bgt R_meas 0.14 -> 0.31, R-free 0.207 -> 0.277,
  9rcs CC1/2 0.994 -> 0.956. Regressing the observation on a mean that excludes it puts the rest of
  the group's noise in the regressor alone and attenuates the slope; the mean that includes it is
  matched by the same noise on both sides.
- leave-one-out reference in the per-frame fit (CPU + GPU): same attenuation; 5reo R_meas
  0.23 -> 0.49, 3meb 0.26 -> 0.37, myob_x06da_powder_2 d_min 1.54 -> 1.94 (aspirin and yag gained).
- cross-validating the fulls smoothness on the held-out per-frame fit while scaling on the usual one:
  thau_bl1a_4p6keV ISa 34.3 -> 36.4, but kdp 23.9 -> 21.3, aspirin 35.5 -> 33.6, L-cystine R1
  0.124 -> 0.137, 6o2h ISa 31.0 -> 25.7; no fewer stalled loops.

Validation, 23 sets (small molecules, the four losers, stall sets, controls; run 20261020-0152
cvfold-final-sets): hepes, myob_x06da, 9rcs, 7bgt back to their tol-1e-3 values; the other 19 equal
to the base within noise (aspirin 20 keV ISa 35.8 -> 35.5, L-cystine 25 keV ISa 8.5 -> 8.2 with SHELXL
R1 0.1152 -> 0.1154). No SG, d_min or verdict change. ci tier (20261020-0152 cvfold-final-ci): 29/29
pass, every row within noise of both earlier full runs. [RotationScale] and AndersonMixing* pass.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-20 02:18:19 +02:00
leonarski_fandClaude Opus 5.5 2a5d303886 RotationScaleMerge: the partials' credible-scale floor is a fraction of the typical frame, not of the median (RESULT-CHANGING)
The floor below which a frame's partial scale is not credible (MIN_CREDIBLE_SCALE_RATIO = 0.02) was
read off the MEDIAN fitted scale - in the loop's smoothing window, in its step, and in the guard
after it (DropCollapsedScales). On a sweep that spent most of its turn out of the beam the median is
itself a dead frame, and it walks: an empty frame's scale has no fixed point above zero, so the dead
frames slide toward zero round after round, the median and the floor slide with them, and frames on
the floor cross it, re-enter the window at their neighbours' scale (3x up in one round) and cross it
again. The loop then has no fixed point, and which frames reach the merge depends on the round it
stops on.

The floor is now read off the run's typical frame (TypicalFrameScale), which is what the loop pins
its gauge to - inside the loop it is the constant 0.02, so it stands still. The fulls' guard keeps
the median (their scales are not gauge-pinned). Dropped frames still carry the median scale, so the
sweep ledger reads them as before.

lyso_x06da_half_image (1800 frames, two thirds weak or out of the beam; median frame at 1/5.7 of the
typical one): traced, the final loop's floor fell 2.4x and every spike in its step was one frame
re-entering the window; the R_meas 287% -> 685% of the rc178 loop fixes was the same non-settling
loop ended by two stopping rules (delta-CC1/2 split the weak stretch differently, 206 frames at
1/20-1/50 of the median merged or not). The pre-pass P1 loop that crept to the cap is the geometry
pre-pass, which commits nothing here.

battery --only, before (rc178-aa-tol5 f217f180a) -> after, GPU:
- lyso_x06da_half_image: R_meas 689% -> 81%, CC1/2 0.932 -> 0.971, REFRES CC1/2 0.484 -> 0.911,
  ISa 4.13 -> 4.22, model R-free 0.3302 -> 0.3271, CC_model 0.826 -> 0.829; final loop's smallest
  step 5.6e-3 -> 1.8e-4. --no-gpu gives the same numbers.
- lcystine_x10sa_25keV: R_meas 0.396 -> 0.202, ISa 4.45 -> 8.49, CC1/2 0.9987 -> 0.9998.
- lyso_x10sa_strong: R_meas 0.238 -> 0.151, ISa 5.51 -> 5.74, R-free 0.3653 -> 0.3658,
  CC_model 0.859 -> 0.857, d_min 1.354 -> 1.344.
- insu_I_x06da_ref: R_meas 0.347 -> 0.290, R-free and ISa unchanged.
- 7mzt: CC1/2 0.967 -> 0.983, CC_model 0.532 -> 0.548, R-free 0.4183 -> 0.4197, d_min 3.18 -> 3.21.
- unchanged: lyso_x06da_ref, myob_x06da_split, myob_x06da_powder_2, thau_bl1a_4p6keV, 6o2h,
  3meb, 9z72, 9o0h. Space groups identical on all 13.
Tests: [RotationScale], AndersonMixing* pass.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-20 02:18:19 +02:00
leonarski_fandClaude Opus 5.5 1949155c12 Rotation: a blank sweep end is trimmed before scaling, and a delta-CC1/2 stretch takes the sliver it leaves at an end (RESULT-CHANGING)
Shutters that open late or close early, and beams that go off, leave frames at the ends of many
sweeps with no exposure at all. Until now those frames went into the scaling like any other: on a
CCD their noise, divided by an incident flux of ~0.005, made the partials loop walk their scales
toward zero until the 50x collapse guard dropped them - or, if the loop stopped first, merged one as
noise, which delta-CC1/2 then removed with its whole 10 deg batch and reported as SWEEP_GAPS (3p85,
frames 338-359). On photon-counting detectors the blank frames fitted G = 0, escaped the guard and
were reported as merged although nothing of them was (cytc_x10sa, myob_x10sa, thau_micromax_pink,
lysoI_micromax_pink, 3p85).

TrimBlankSweepEnds (RotationScaleMerge.h) walks in from each end and clears the reflections of every
frame that
 - recorded no diffraction: as many of its reflections stand more than 3 sigma below zero as above
   it (a sign count, so no sigma calibration is needed and a slight background bias cannot hide the
   strong reflections), and that excess is 3 sigma clear of the run's typical frame - so a crystal
   too weak for one frame to show it is never trimmed; and
 - had no beam: its mean background is nearer to none than to the run's typical frame. That is what
   keeps a crystal leaving the beam, which also records nothing but still scatters, in the sweep
   ledger as a finding (insu_I_x06da_ref, 9zm0, 9fhc, 5reo are untouched).
No stretch length: one blank frame is as blank as twenty. Partly exposed first/last frames recorded
diffraction and stay (7tcd, 7q6j, 9z72, lyso_micromax_pink). It runs on the integration outcome
before the overload count, so the merge, post-refinement and unmerged output all see the trimmed
sweep, and in --mode scale on the stored reflections. The report gives FRAMES_BLANK_START/END and a
prose line - information, no warning; the frames count as rejected. The sweep ledger looks for
degraded stretches, and reads its running medians, only between the first and last frame with data.

Delta-CC1/2: a convicted stretch that stops short of a sweep end by less than one rocking event takes
the rest, where those frames read as the stretch does (5reo: 331-396 rejected, 397-399 were left in as
a three-frame weak_diffraction range with its own warning).

Battery --only, 31 sets, tol5 f217f180a -> this commit: no space group, d_min or verdict changes;
merged statistics identical within 0.001 except 5reo (R_meas 0.236 -> 0.231, ISa 23.0 -> 23.3,
R-free 0.2013 -> 0.2004, warnings 3 -> 2). Trimmed: 3p85 0/19 (+3 empty frames; collapse-guard drops
13 -> 0), 6w4h 0/5 (guard 5 -> 0), 7rji 0/4 (delta-CC1/2 no longer removes 3406-3412, two of which
diffracted: 7 -> 0), cytc_x10sa 0/2, thau_x10sa_* 0/1-2, myob_x10sa 0/1, lyso_x10sa_strong 0/1, 8a1a
0/1, lyso_micromax_mono 1/0, lysoI_micromax_pink 2/0, thau_micromax_pink 1/0. Controls (11if, 5f6m,
6moj, 8u0i, 9fhc, 9z44, 9z72, 9zm0, 6iu6, insu_I_x06da_ref, myob_x06da_split, lyso_x06da_half_image,
thau_bl1a_4p6keV) trim nothing and are unchanged.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-20 02:18:19 +02:00
leonarski_fandClaude Opus 5.5 4620130f71 RotationScaleMerge: scaling loops run to an rms step of 1e-5, accelerated from 1e-2 (RESULT-CHANGING)
The per-frame scaling tolerance goes from 1e-3 to 1e-5, and the Anderson onset (also the round the
fulls loop keeps its cross-validated lambda) becomes an absolute 1e-2 instead of 10x the tolerance.

Evaluated on 35 merged sets (ci tier + scaling-audit sets), on top of the loop fixes:
- plain 1e-3: 8913 iterations, 38 s of loop time on GPU, 7 loops at the 100-round cap;
- plain 1e-5: 35212 iterations, 120 s, 17 loops at the cap;
- Anderson 1e-3 (previous default): 3715 iterations, 16 s, merged intensities as far from
  the converged ones as plain 1e-3 (median 0.13%, max 4.3%);
- Anderson 1e-5 (this commit): 6507 iterations, 27 s, longest loop 89 rounds, merged
  intensities within 0.2% of plain 1e-5 and identical SG, d_min, CC1/2, ISa, R_meas, R_free.
No space group or verdict changes in any mode. The converged merge is not measurably better
against the references, but it no longer depends on where a loop happened to stop.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-20 02:18:19 +02:00
leonarski_fandClaude Opus 5.5 b5d9488ceb RotationScaleMerge: a scaling loop is stalled only when its steps stop falling, and ends on its best round (RESULT-CHANGING)
The stall rule ('step not below 0.9 x its best for five rounds') called a steady slow fall a stall -
82 of the 245 loops that ended unsettled in the rc176 full battery were still falling at < 2% a round -
and every unsettled loop returned its LAST state: a fulls loop that diverged from round 1 handed on
the state after five rounds of walking. Now a loop is stalled when the median of the pairwise slopes
of log(step) over its last six rounds (Theil-Sen) is not negative - a median, because a least-squares
slope let one round's jump (the smoothness re-chosen five decades away) end a loop falling by a
quarter a round - and however a loop stops (settled, stalled or at the cap) it ends on the plain round
with the smallest step. On a settled loop that is the last round, so nothing changes there; on any
other it is the state closest to a fixed point the loop reached. The partials' loop restores it
through the round's own rescale (ratio fitted G / best G), so the corr bookkeeping of the CPU and GPU
paths is unchanged.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-19 19:45:27 +02:00
leonarski_fandClaude Opus 5.5 dd75c6eb2b RotationScaleMerge: the fulls' own deviation is handed back however the loop stopped (RESULT-CHANGING)
ShrinkToRestrained ran only off a fulls loop that reported itself converged, so whether each frame
kept what its own fulls say beyond the smooth curve depended on whether the last step happened to
cross the tolerance: one sweep's ISa read 35.09 or 34.46 by how its loop stopped. The hand-back is a
continuous decision already - each frame keeps the fraction its observations support, read off the
lag-1 covariance of the sweep's deviations - so it is now applied after every fulls loop.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-19 19:45:27 +02:00
leonarski_fandClaude Opus 5.5 7bb8bc4812 RotationScaleMerge: the fulls loop keeps its cross-validated smoothness once within 10x of its tolerance (RESULT-CHANGING)
The fulls loop re-chose its smoothing lambda by cross-validation every round, so every round was a
different map and the loop had no fixed point: on 149 of the 245 fulls loops that ended unsettled in
the rc176 full battery lambda jumped >= 2x over the last rounds, and one sweep cycled between 1.2e5 and
3.8e7. The choice is now kept from the round whose step falls below SCALING_ANDERSON_ONSET (10x the
tolerance) - the round acceleration starts on, which models one map too. In the audit (env knob
RUGNUX_FREEZE_LAMBDA, non-sticky) this took settled fulls loops 12/30 -> 21/30 on five sets.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-19 19:45:27 +02:00
leonarski_fandClaude Opus 5.5 0894230671 Anderson: accelerate a scaling loop only near its fixed point, and never again once its step grows (RESULT-CHANGING)
The Anderson commit before this one changed three rc176 battery results, which is why it was
reverted there. One of them is the acceleration's own doing: on a split myoglobin sweep (P2_1,
ISa 2.5) the partials loops never settle - one walks at a step of ~2e-2 for as long as it runs -
and the fulls loops walk from their first round (their cross-validated lambda moves every round,
so the map itself is not fixed). Restarting the history whenever the step grew only rebuilt a
one- or two-round history and extrapolated along the walk: the stalled loops ended somewhere
else, the pre-pass fulls smoothing window went from ~7 frames to ~1, and CC1/2 fell 0.701 -> 0.595.

Two rules now confine the acceleration to the regime it is for - a map contracting to its fixed
point:
- a loop is accelerated only once its plain step is below ten times the tolerance (1e-2);
- the first round whose weighted residual grew turns the acceleration off for the rest of the
  loop (AndersonMixing::Stopped), instead of restarting it.
A loop that walks therefore stays the plain loop it was in rc176. The growth rule alone gave
CC1/2 0.625; with the onset, 0.701, as rc176.

Measured against rc176 bc191bb80 (GPU, workstation):
- myob_x06da_split: P2_1, CC1/2 0.701, d 1.81 A - as rc176; 481 -> 257 scaling iterations.
- 7qij 434 -> 126 iterations, 9v16 273 -> 101, same space group and statistics.
- ci tier (29 sets, no null model): 28 unchanged beyond noise; sum of times 580 -> 585 s
  (9gdj +9 s, below).
The two other changes are NOT Anderson's and stay:
- insu_I_x06da_weak I23 -> I222: the all-observations search refuses I23 on a merge chi2 ratio
  2.08 against a 1.85 bound; plain scaling converged to 1e-5 gives 2.07-2.09 and refuses it too.
  Only the plain loop stopped at 1e-3 passed - the bound was set on unconverged scaling.
- 9gdj +9 s, same answer: the early beam-centre comparison's "loses beyond noise" margin
  (-0.002 against 2 sigma 0.0016) moves by ~0.07 between scaling paths, so the converged loop no
  longer takes the shortcut and both centres are judged on all frames; the file's centre is kept
  either way.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-19 18:49:24 +02:00
leonarski_fandClaude Opus 5.5 138abafa14 RotationScaleMerge: Anderson-accelerate the per-frame scaling loops (RESULT-CHANGING)
The partials and fulls scaling loops are alternating least squares that converge linearly:
over the rc176 battery's 2527 loops a round shrinks the step by a median 0.86 (partials) and
0.93 (fulls), up to 0.98, so the 1e-3 step tolerance stopped them 0.6% / 1.4% (median) and up to
17% (fulls p90) short of their fixed point, and 313 of them were stopped as "stalled" when they
were only slow - a stalled fulls loop also skipped ShrinkToRestrained.

Each round is now accelerated in log G by type-II Anderson mixing (Walker & Ni 2011), depth 5,
each frame weighted by its observation count as in the step test; frames below the credible floor
take the plain round's scale. The history is dropped when the weighted residual grows or the set
of fitted frames changes (new AndersonMixing class, unit-tested on a synthetic slow ALS loop). The
mixed scales are gauge-pinned again before the rescale, and the stop test is unchanged: it reads
the round's residual F(x) - x, so "stalled" now means a loop that does not settle under
acceleration either.

Measured (CPU, -N 8): 4nwv 311 -> 82 iterations over 9 loops, 9v16 76 iterations over 11 loops,
the same counts as the env-gated prototype on tail-solver; no history restart fired on either.
Depth 3/5/8 give 92/91/90 iterations on 4nwv. A restart on a change of the fulls loop's
cross-validated lambda was tried and gave nothing (83 vs 82). Same space group and merging
statistics on 4nwv and 9v16.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PXc1zD1yxHqaR1DGdCTHL4
2026-10-19 18:49:24 +02:00
leonarski_f 8261b7354e v1.0.0-rc.176 (#86)
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* jfjoch_broker: Optional live Rugnux analysis of DECTRIS rotation collections inside the broker, with merged data, maps and the placed model written beside the master file, the rotation lattice in the scan result, and a "Rugnux live" tab and dashboard row in the web frontend.
* Rugnux: Faster processing, with molecular replacement and model validation spread over several GPUs and run on the Apple GPU on macOS.
* Rugnux: The polarization stated in miniCBF and d*TREK headers is used, twinned crystals' space groups are decided more reliably, and a run that finds no lattice still reports every image.

Reviewed-on: #86
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-10-19 07:03:28 +02:00
leonarski_fandFilip Leonarski 19b135186d v1.0.0-rc.175 (#85)
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* Rugnux: Processes a collection live while jfjoch_broker writes it (`rugnux <master.h5> <broker URL>`).
* Rugnux: Processing starts on the first images and confirms its choices once all are in, so analysis can begin during collection.
* Rugnux: Faster processing, especially on servers with several GPUs and CPU sockets and on computers without a GPU (`--no-gpu`, macOS).
* Rugnux: Uses much less GPU memory, so large data sets stay on the GPU of smaller cards, and a data set too large for the card is processed on the CPU instead.
* Rugnux: On macOS, Bragg integration runs on the Apple GPU.
* Rugnux: Better handling of twinning and pseudo-symmetry, with the twin hypothesis written as `<prefix>_twin_<SG>.mtz`, and a wrong `--model` no longer confirms the data or decides the hand.
* Rugnux: `--model` accepts predicted (AlphaFold) models and falls back to molecular replacement when the model is not placed as a rigid body (experimental `--mr` forces it), settling space group, hand and twinning and writing a different answer as `<prefix>_mr.mtz`.
* Rugnux: Molecular replacement is faster and settles the space group in more cases with several copies in the asymmetric unit.
* Rugnux: Deposition-ready mmCIF, a richer report, and numbered steps on the terminal with the full log in `<prefix>_log.txt`; `_P1.mtz`, `--estimate-beam-center` and `--beam-center-search` are removed.
* Rugnux: The beam-stop shadow is found correctly on tilted detectors.
* Rugnux: Stills files that record a stationary goniometer axis get the default stills geometry refinement.
* jfjoch_viewer: "Analyze dataset" uses the same defaults as a bare `rugnux <file>`, and shows the results of processed CBF, marCCD and SMV sweeps.
* jfjoch_viewer: The Files panel refreshes on F5 and every few seconds, and the plot type and other selections stay put during live collection.
* jfjoch_writer: Memory stays bounded and old data files are closed efficiently on long runs, any failure ends the run in an error state the broker is told about, and the master file appears only after its data files; the ZeroMQ pusher logs when a stalled writer makes it drop images.
* Fixes: The TCP image pusher no longer blocks the broker's receiver, GPU out-of-memory failures stop with a clear message, and the XDS plugin masks module and chip edges.

---------

Co-authored-by: Filip Leonarski <jungfrau@filips-mac-mini.home>
Reviewed-on: #85
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-10-16 15:34:43 +02:00
leonarski_f a395f358ef 1.0.0-rc.174 (#84)
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* Rugnux: Performance improvements on GPU and CPU (more of the pre-scan and of scaling on the GPU, faster CPU spot finding and crystal refinement), with unchanged results.
* Rugnux: More robust processing - patches of persistently hot pixels are masked, an inconsistent merge triggers a retry at the measured beam centre, and builds targeting different CPU levels give the same results.
* Rugnux: Improved scaling and merging - reflections with an overloaded pixel are dropped, as in XDS, sparse rotation sweeps are scaled more reliably, and French-Wilson amplitudes use an anisotropic Wilson prior.
* Rugnux: Improved space-group determination - glide planes in groups without a centre of symmetry, screw axes from short or weak axial rows kept when a higher group is adopted, and more reliable decisions on twinned and pseudo-symmetric crystals.
* Rugnux: Improved small-molecule processing - spots that grow wider than the integration disk and split spots are integrated over their measured footprint, sparse lattices are integrated on every frame, and the `.hkl` file holds unmerged scaled reflections (SHELX HKLF 4).
* Rugnux: Reads Rigaku d*TREK SMV images (Saturn CCD), including detector 2theta and encoded pixel overflows; home-source (rotating-anode) datasets were added to the validation battery.
* jfjoch_viewer: Fixed processing failing at the end with "Wrong JPEG library version" on Linux; the merge window shows the space group with proper subscripts and a checklist of crystal pathologies.

Reviewed-on: #84
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-10-06 14:03:18 +02:00
leonarski_f 84228bf8be v1.0.0-rc.173 (#83)
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* jfjoch_broker: Optional per-dataset authentication - statistics, images and plots can require a bearer token, which jfjoch_viewer supports.
* jfjoch_viewer: Dark mode and a theme-matched colour scheme, a magnifier panel, and simpler contrast and background controls.
* Rugnux: Multiple performance improvements on GPU and CPU (CPU-only processing up to 40% faster, faster image decoding on ARM), with unchanged results.
* Rugnux: `--model` rigid-body refinement runs on the GPU, and the model-validation check is faster and more reliable.
* Rugnux: Improved scaling and merging - error model, outlier rejection, absorption correction and French-Wilson amplitudes now agree more closely with XDS and ctruncate.
* Rugnux: Improved integration - radial background on powder and ice rings, crowded rotation data keep their reflections, and CPU-only builds integrate large unit cells as GPU builds do.
* Rugnux: More robust detector geometry - measured beam centre, X-ray bandwidth and goniometer rate, and geometry refinement accepted only on significant evidence.
* Rugnux: Merged files are written in the standard setting, or in the setting of a reference MTZ, structure-factor mmCIF or model, with its free-R flags.
* Rugnux: Richer report - ice and powder rings, further lattices, superstructure candidates and mosaicity, with warnings worded as prompts to check.
* Rugnux: Clear error messages when a data set needs more GPU or host memory than is available.

Reviewed-on: #83
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-09-29 15:57:32 +02:00
leonarski_f 6dfe065365 v1.0.0-rc.172 (#82)
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* Fixed `jfjoch_broker` cancelling every data collection with a CUDA "out of memory" error after long operation: GPU memory no longer leaks with each collection.
* Rugnux scales a rotation sweep until the per-frame scales settle instead of for a fixed three rounds, and says so when they did not - merged intensities, and the space group, resolution cut and frame rejection read off them, change accordingly; `--scaling-iterations` is now the cap on that loop (default 100).
* Rugnux places every frame of a marCCD, SMV or miniCBF series at the spindle angle its own header states, so a series with missing frames, or with angles written modulo 360, is no longer read at the wrong geometry or refused.
* Every rotation run writes two diagnostic files beside its reflections: `<prefix>_detector.jpg`, the detector projection with the pixel mask and the detected beam-stop shadow drawn on it, and `<prefix>_plot.txt`, one row per image.

Reviewed-on: #82
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-09-22 06:48:37 +02:00
leonarski_f cb5a2f032a v1.0.0-rc.170 (#80)
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* Fixed a `jfjoch_broker` crash during indexing: sorting no longer misbehaves on non-finite values, and GPU FFT indexer kernel launches are now error-checked.
* rugnux needs about a third less peak memory to scale, merge and post-refine rotation data, with identical results.
* `rugnux --model`: the placed coordinate file carries the space group its own coordinates obey, and says so when that is not the group the reflection files beside it carry.
* `jfjoch_viewer`: fixes in the dataset plots, inspector and layout; spot markers lose their black outline by default (a checkbox under "Image features" restores it) and the highest-pixel markers are white boxes around the pixel.

Reviewed-on: #80
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-09-16 18:17:46 +02:00
leonarski_f 9aae0c2ba7 v1.0.0-rc.169 (#79)
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* Building Jungfraujoch no longer needs zlib or Eigen installed on the machine, and the dependencies the build fetches are pinned and updated to current releases.
* rugnux: improvements in indexing, lattice selection and geometry post-refinement, which index crystals that previously returned no lattice and keep the better of the two geometries a run measures.
* rugnux: improvements in beam-centre measurement, beam-stop detection and space-group determination.
* rugnux: the unit cell reported with a determined space group now obeys that group - a cell whose symmetry was confirmed from the intensities is re-refined under it, and a cell the group cannot describe is reported with a warning rather than as it stands.
* rugnux drops the stretches of a rotation sweep whose removal measurably improves the merged intensities and reports what became of every frame, and decides the resolution cut on the crystal's own diffraction rather than on its ice rings.
* The rugnux results report is machine-readable - every line that is not `KEY= value` data starts with `#` - and states the build it was written by, its authorship and its terms of use (`REPORT_VERSION= 8`).
* `jfjoch_viewer`: improvements in the file manager (CBF frames beside HDF5 datasets, a remembered root), the dataset plots, the inspector and the image statistics, plus a settable font size, a view of the rugnux results report, usable performance over a remote display (`ssh -X`) and a reset of all settings to defaults; the reciprocal-space window is removed.
* Broker fixes around DECTRIS collections and dark-mask calibration: re-initialising after a run that never started no longer freezes the broker, a cancelled calibration is abandoned instead of reported as done, and a collection whose start message never arrives ends by itself.

Reviewed-on: #79
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-09-15 17:09:31 +02:00
leonarski_f 77bc0cfe52 v1.0.0-rc.168 (#78)
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* rugnux is substantially faster - a corpus of 145 rotation datasets processes in about two thirds of the time - with identical results.
* A crystal whose lattice looks more symmetric than it is because the beam centre is off is no longer processed on the wrong cell.
* rugnux prints at startup, and writes at the foot of every results report, a short acknowledgement of the X-ray research community whose methods it implements and of the open-source projects it builds on; `ACKNOWLEDGEMENT.md` now ships in every package beside `LICENSE` and `THIRD_PARTY_NOTICES.md`.

Reviewed-on: #78
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-09-10 13:51:16 +02:00
leonarski_f a39fd29f77 v1.0.0-rc.167 (#77)
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* `rugnux --model` reports CC(model, data) - the correlation of the merged intensities with the placed, scaled model - by resolution shell, on the same shells as CC1/2, with the reflection count and a significance for each.
* `rugnux --model` fits the model's scale, anisotropic B and bulk-solvent parameters on the working reflections only, so the R-free it reports is measured against a model no free reflection helped scale.
* The bulk-solvent parameters of `rugnux --model` are searched over their physically meaningful range instead of being fitted without bounds, so a model is never scaled with a solvent term that has silently switched itself off.
* The rigid-body placement of `rugnux --model` uses the same bounded bulk solvent as the reported fit, so a model is no longer placed against a target carrying a solvent term with no physical meaning.
* `rugnux --model` puts the model into the data's own description of the lattice before placing it, so a model whose cell is written on other axes - I-centred where the run indexed C-centred, a different unique axis, a permuted orthorhombic cell - is placed rather than scored where it was read; `MODEL_CHANGE_OF_BASIS=` and `MODEL_SETTING_AS_READ=` report it when it happens.
* The rugnux results report opens with a summary - `VERDICT=` (`OK`, `WARNINGS`, `UNUSABLE`, `FAILED`), `VERDICT_TEXT=`, `PATHOLOGY_FLAGS=` with one closed-vocabulary code per condition that warned, and the `WARNING:` lines, which used to close the file - and the sections after it are renumbered 1-5 with no gaps.
* `rugnux --developer` writes the full results report - the pipeline-internal keys and the long explanations the default report now leaves out - and `--finalist-ledger` adds the evidence for every space group the search considered, not only the one it adopted.
* The results report warns when the merged data carry no usable signal and when too little of reciprocal space was measured inside the fitted resolution, and omits `FITTED_RESOLUTION` where the CC1/2 curve it is fitted on never falls off.
* rugnux detects translational pseudo-symmetry and reports it under the `PSEUDO_TRANSLATION` flag as `TNCS_DETECTED=` and the `TNCS_*` keys - a translation the merged data are exactly invariant under is reported as `UNDECLARED_LATTICE_TRANSLATION=` under `LATTICE_TRANSLATION` instead - and a detected pseudo-translation can no longer buy a false screw axis in the space-group search or hide a twin from the L-test (`L_TEST_VS_TNCS=`).
* The space-group search determines glide planes from zonal systematic absences, so a non-Sohncke space group such as P 2_1/c or Pbca is named where the run previously stopped at its Sohncke subgroup; `SOHNCKE_SPACE_GROUP=` carries the best Sohncke group beside it on every run that searched, and a centre of symmetry is never claimed.
* Where the cell metric carries more rotational symmetry than the Bravais class the indexer named, the extra rotations are put to the intensities and the space-group search is asked again on the metric's own cell - adopted only where the intensities confirm the higher symmetry - so a lattice that is nearly but not exactly hexagonal, or whose reduction landed in a sub-cell, still reaches its true point group.
* Systematic-absence calls rest on the evidence rather than on counts: a screw axis whose absent class the data show extinct is no longer refused because a handful of reflections in it read as present, and `SPACE_GROUP_ALTERNATIVES=` no longer drops a candidate that differs only on a zone the sweep never measured.
* A reference correlation measured on too few reflections is refused instead of scored zero, so a run given a reference MTZ is no longer reindexed on an operator that mapped almost everything outside the reference's coverage.
* A frame counts as indexed from 6 spots on its lattice rather than 9, so a weakly diffracting crystal whose frames cannot carry 9 is no longer refused the lattice it fits; `--min-indexed-spots` overrides it.
* `-C` accepts a known cell in any equivalent description - conventional or primitive, centred or not - instead of only the reduced primitive form, so a centred cell given the way it is published no longer makes the run report that it found no lattice.
* Each reflection is corrected for the sensor's quantum efficiency at the angle it meets the detector (attenuation lengths from the NIST tables, which also fixes the spot-width parallax term on CdTe) and for the attenuation of the flight path between the sample and its pixel; `--flight-path air|helium|vacuum` declares the medium - default air, since no file states it - and the report says what was assumed and what it was worth. The unmerged MTZ records the factors in new `QE` and `FLIGHT` columns beside `LP`, so raw counts are `I / LP * QE * FLIGHT`, and `_process.h5` in new optional `qe` and `flight` datasets.
* Rotation geometry post-refinement fits the crystal and the detector at once, against the observed spot positions and the observed rocking angles together, so the refined distance depends far less on how wrong the file's distance was.
* A coarsely sliced sweep integrates correctly: partials are joined into one rocking event by angle rather than by frame count, so two crossings of the Ewald sphere are no longer summed into one full, and at 0.5 degrees per image or coarser the per-frame geometry refinement accepts a spot whose miss the exposure's own rotation accounts for.
* `rugnux --mode scale` reports the detector tilt and direct beam of the geometry it re-scaled at, instead of zeros that read as a flat detector, and no longer warns that no image was indexed on a run whose lattice came from its input file.
* Every rotation run that determined a space group and merged reports what the mounting cost: `SPINDLE_LOST_UNIQUE_FRACTION=` is the fraction (0-1) of unique reflections the mounting made unmeasurable under the measured point group, also written to the master as `/entry/MX/spindleLostUniqueFraction` and what the mounting warning fires on; `SPINDLE_SYMMETRY_AXIS_ANGLE_DEG=` / `SPINDLE_SYMMETRY_AXIS_ORDER=` describe the mounting in the `--developer` report.
* Stills and grid scans carry a per-image `spindle_blind_fraction` - how much of a rotation sweep's blind cone this orientation would make unrecoverable, 0.5 and above calling for a second orientation - through the CBOR stream, HDF5 (`/entry/MX/spindleBlindFraction`), the plot and scan-result APIs, and the viewer and frontend plots; an absent value means the frame could not be assessed and is not a 0.
* The results report's `REPORT_VERSION` is 7.

Reviewed-on: #77
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-09-09 07:25:13 +02:00
leonarski_f 680c36c20d v1.0.0-rc.166 (#76)
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* `rugnux --mode calibration` writes `<prefix>.json` beside the `.poni`, whose `dataset_settings` member is a `jfjoch_broker` `dataset_settings` body as it stands.
* `rugnux` and `jfjoch_viewer` read PILATUS miniCBF sweeps natively, without conversion.
* Masters written by other facilities open, including Eiger 1.x and third-party NXmx variants.
* `rugnux` measures the beam centre on every run, and indexes with it when the file's value indexes nothing.
* A detector swung out on a 2theta arm is placed where the file says it stands, and the calibration can hold the tilt fixed.
* `rugnux` writes the unmerged MTZ by default, and a P1 merge beside it, so a wrong space group can be re-merged without reprocessing.
* Significant improvements to symmetry handling in `rugnux`: the lattice, the point group, the setting and the systematic absences.
* The `rugnux` report gives the resolution the CC1/2 fit reached, beside the range the reflections were written to.
* The `rugnux` report gives the twinning statistics measured before the space group was decided, beside the ones measured after.
* The `rugnux` report gives the strong-direction diffraction limit, and warns when CC1/2 is not monotone with resolution.
* `rugnux` ranks screw axes on the evidence their absences carry, rather than on how many control reflections a candidate happens to have.
* Twinning is no longer reported when the L-test contradicts it.
* The `rugnux` report gives the detector tilt, the measured tilt and the direct beam beside the beam centre, and a post-refined beam centre is judged against the run's own measurement rather than the file's.
* `--no-refine-tilt` holds the detector tilt at the value in the file, instead of zeroing it, when the calibration starts from the spots.
* The `jfjoch_viewer` grid scan view draws the cells in the proportion of the scan steps, so the map has the shape of the scanned area.

Reviewed-on: #76
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-09-02 21:17:31 +02:00
leonarski_fandjungfrau 4dc2534dbf v1.0.0.rc-162 (#72)
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**Files written by Jungfraujoch now import correctly in DIALS, XDS and pyFAI.** A tilted detector, a grid scan, a still recorded at a goniometer position, and saturated or unreadable pixels were each described in a way that a third-party program acted on wrongly. If you process Jungfraujoch data outside Jungfraujoch, prefer this release to any earlier one.

* HDF5: the detector tilt (`rot1`/`rot2`/`rot3`) is exported correctly in the NXmx transformation chain; untilted geometries are unaffected.
* HDF5: a still recorded at a goniometer position is no longer read back as a single image, and a grid scan records a stationary spindle so a program that requires a rotation axis can open it.
* HDF5: the sample transformation chain is written in mounting order, with a Smargon head position told apart from the spindle, one entry per image, `module_offset` as a float unit vector, and `offset_units` on every offset.
* HDF5: saturated, underloaded and unreadable pixels are described so a downstream program masks them - `saturation_value`, `underload_value`, `error_value` and `bit_depth_readout` are written correctly, and a data file missing next to a VDS master reads as the error marker rather than as zero counts.
* HDF5: the rotation axis is read back under whatever name it carries, and `mirror_y` records whether the assembled image is mirrored in Y relative to the detector's raw readout.
* A grid scan and a goniometer axis can both be set; they are no longer alternatives.
* `images_per_file` is chosen from the acquisition when it is not given: a rotation sweep of at most 20000 images goes into a single data file, a grid scan splits on whole fast-axis rows, and stills and serial keep 1000.
* The writer refuses a stream whose start message declares a different pixel format than its images carry, and a DECTRIS detector sending signed images is no longer declared unsigned.
* The image stream can carry the sample transformation chain (`transformations`, in the END message); a producer that does not send it gets the same chain built by the writer.
* rugnux: fixing the space group with `-S` no longer prevents the lattice from being found - a lattice indexed in a different setting is reindexed into that group's own setting, and a run whose crystal does not have that group's lattice stops and names the cell it indexed as, rather than reporting statistics that cannot describe it.
* rugnux: the per-image resolution estimate now predicts the resolution the merged data reach rather than the highest-resolution spot found, and is reported as `SPOT_RESOLUTION_ESTIMATE`.
* rugnux: two runs of the same command on the same images produce the same merged intensities; the azimuthal profile written alongside them is not yet reproducible in the same way.
* rugnux: the offline lattice refinement is bounded by iterations rather than by a wall clock, so a loaded machine can no longer refine to a different lattice; a live acquisition keeps its real-time bound.
* rugnux: the detector-frame modulation correction is fitted on a grid spanning the detector, so whether it is applied no longer depends on how far integration reached.
* rugnux: the geometry pre-pass no longer writes `<prefix>_01.mtz`, `_01.cif`, `_01.hkl` and `_01_image.dat`; the refined second pass writes those files under `<prefix>`, and that is the result to use.
* rugnux: `_process.h5` describes the pixel format of the images it links to, and is written on a thread of its own.
* rugnux: the detector geometry is also logged in XDS's convention (`ORGX`/`ORGY`, detector axis vectors, rotation axis), so it can be compared with an XDS refinement.
* rugnux: an image integrated in pyFAI through the `.poni` file written by `--mode calibration` comes out with the correct azimuth, and the file declares pyFAI's `orientation`, which needs pyFAI 2024.01 or newer. Radial integration is unchanged.
* rugnux: a rotation run is substantially faster throughout - beam-stop detection, first-pass indexing, geometry refinement, integration, scaling and merging - and observations outside the scaling resolution range are dropped as they are ingested. The refined geometry, the space group chosen and the merged statistics are unchanged.
* Faster spot finding and indexing, on the broker as well as in rugnux; the spots found and the lattices indexed are unchanged.
* A run reserves substantially less GPU memory: nothing is allocated for buffers that are never read, and a worker builds only the engines it uses.
* rugnux: with `-N` left at its default the per-image loop of `--mode mx` uses at most 16 workers per GPU, rather than one per hardware thread; an explicit `-N` is obeyed as given.
* CUDA 12 builds now contain device code for Volta, so the RHEL 8 packages and the portable Linux `.tgz` run on a V100; the CUDA 13 artefacts (RHEL 9, Ubuntu, Windows) remain Turing and newer.
* The build resolves a single Eigen for the whole project, and refuses to configure if Ceres picks up a different one; a build that mixed two Eigen versions was undefined behaviour and crashed at -O2.
* Documentation: a security page, and the supported GPU generations and minimum NVIDIA driver version of every released artefact.

**Breaking change to OpenAPI** - regenerate the client (`jfjoch-client` 1.0.0-rc.162, `frontend/src/client`):
* `dataset_settings.images_per_file` is no longer `default: 1000` and no longer accepts `0`; it is optional, and its minimum is 1. A client sending `0` (previously "one file for the whole run") is now rejected - omit the field instead, which for a rotation sweep gives the same single file.
* `file_writer_format` now defaults to `NXmxVDS`, matching the server's own default and the layout recommended for DIALS, XDS and CrystFEL. A generated client that fills in schema defaults and does not set the format explicitly will write VDS masters where it previously wrote legacy ones; set `NXmxLegacy` explicitly to keep them.

---------

Co-authored-by: jungfrau <jungfrau@mx-aare-test.psi.ch>
Reviewed-on: #72
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-08-25 08:21:39 +02:00
leonarski_f 538f3504d3 v1.0.0.rc-161 (#71)
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This is an UNSTABLE release. It includes many experimental features, as well as many AI generated fixes. We recommend using rc.152 for production use.

* **rugnux: significantly better quality of results, and faster.** A large rework of integration, scaling, merging, geometry refinement and space-group determination, together with measurements the program previously made no attempt at - the direct beam before indexing, the beam stop, the goniometer rotation scale, and the stretches of a sweep the crystal did not deliver. A rotation dataset typically gains observations at better <I/sigma> and R_meas, and every `mx` and `scale` run writes a `<prefix>_report.txt` results report modelled on XDS's `CORRECT.LP`. Many defaults moved with it: spot detection is self-calibrating, beam-stop detection and rotation geometry post-refinement are on, resolution limits default to as far as the detector reaches, and ice-ring handling engages only where the crystal is measured to have ice.
* **jfjoch_viewer:** the beam-stop shadow, the detector calibration and the beam-centre measurement are reachable from "Analyze dataset"; the settings panel reports how the sample moved and how polarized the beam was; image rendering and interaction are faster.
* **Performance:** bitshuffle+LZ4 images are decoded on the GPU rather than on the host, with the bitshuffle inverse fused into preprocessing so the decompressed frame is never held in device memory.
* **Broker, writer, packaging and build:** image-slot lifetime and locking fixes, per-image datasets sized by the images actually written, the Debian/Ubuntu broker package renamed to `jfjoch`, and `image_analysis` compiling under MSVC again.

**Breaking change to the rugnux command line:**
* `--azint-only` and `--scale` are **removed**, replaced by `--mode azint` and `--mode scale`; the full pipeline is `--mode mx` and remains the default. A script passing the old flags now fails with the list of valid modes rather than silently running the wrong one.
* `-t`/`--stride` is **refused on rotation data**: skipping frames cuts every reflection's rocking curve, so the combined fulls and their partiality would be measured over frames the sweep never recorded. Select a contiguous range with `-s`/`-e` instead. `--mode azint` and `--force-still` still take a stride.

**Breaking changes to OpenAPI** - regenerate the client (`jfjoch-client` 1.0.0-rc.161, `frontend/src/client`) or read the affected fields as optional:
* `image_scale_b` is removed from the `plot_type` enum, so a client requesting that plot now gets an error rather than a curve.
* `azim_int_settings.high_q_recipA`, `spot_finding_settings.high_resolution_limit` and `spot_finding_settings.low_resolution_limit` are no longer `required`. All three mean "no limit at that end" when unset and are omitted from the response instead of carrying a placeholder value, which raises in a client generated from an rc.160-or-earlier spec. A value of 0 is still accepted and means the same thing.

**Breaking changes to the stored formats** - a consumer reading these fields must treat them as optional:
* The per-image image-scale B factor is no longer computed, so `/entry/MX/imageScaleBFactor` is absent from newly written HDF5 files and the corresponding key is absent from the CBOR DataMessage and END blocks. Files written by rc.160 and earlier still contain it and still open; nothing in the pipeline reads it any more.
* `_reflns.jfjoch_diffrn_ISa` now carries the whole-range `1/sqrt(a*b)` that XDS's ISa denotes, and the error-model `a` and `b` are reported in XDS's convention; the strong-reflection asymptote moves to `_reflns.jfjoch_diffrn_ISa_asymptotic`. **A file written by an earlier version carries the asymptote under the plain `ISa` name.**

Reviewed-on: #71
Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-08-13 17:03:10 +02:00
leonarski_f 67dca388bd v1.0.0-rc.160 (#70)
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This is an UNSTABLE release. It includes many experimental features, as well as many AI generated fixes. We recommend using rc.152 for production use.

* rugnux: Add `--model model.pdb` - score the merged data against an atomic model and compute initial maps. It reports R-work/R-free (scaling the model to the observed amplitudes with an overall scale, an anisotropic B and a flat bulk solvent - the standard few-parameter model, so a batch of maps stays directly comparable) and writes 2Fo-Fc / Fo-Fc electron-density maps (CCP4) plus a map-coefficient MTZ. The structure itself is not refined; the model is only re-fractionalised into the data cell.
* rugnux: The merged reflection output now carries French-Wilson amplitudes (|F| and its sigma) next to the intensities - MTZ `F`/`SIGF`, mmCIF `_refln.F_meas_au`, and the text HKL - computed with the correct centric/acentric Wilson prior and epsilon multiplicity, so a downstream program (e.g. phenix.refine) can refine against amplitudes. The intensity columns are unchanged.
* rugnux: R-free test-set flags are now assigned deterministically and consistently across symmetry - a Bijvoet pair I(+)/I(-) is never split between the work and free sets, and the assignment is a reproducible per-hkl hash that depends only on the reflection index, so every dataset of one crystal form gets the same ~5% free set (what a multi-dataset campaign such as PanDDA needs). On small data the fraction is floored so the test set stays large enough for a stable R-free (~500 reflections, capped at 10%); it stays flat at 5% on ordinary data. When a reference MTZ carries a `FreeR_flag` column its test set is imported instead, letting a whole campaign inherit one shared free set.
* rugnux: A reference MTZ (`--reference-mtz`) can now fix the space group and cell for rotation data too (previously rejected), without being used to scale - the rotation merge stays self-consistent. When the crystal has an indexing (merohedral) ambiguity - a lattice symmetry higher than its Laue symmetry, e.g. P3/P4/P6/C2 - the reference also resolves it: each candidate reindexing (identity plus the twin-law cosets of the metric symmetry) is scored by its intensity correlation against the reference and the data are re-merged in the best-correlating one. This is a metric-preserving relabelling of hkl (the cell is unchanged) and a no-op for a holohedral crystal such as lysozyme.
* rugnux: `--model` validation now aligns the data to the model before scoring - the observed reflections are reindexed into the model's enantiomorph when the two differ only by hand (indistinguishable from merged intensities). A merohedral indexing ambiguity is resolved against the reference MTZ when one is given (so a whole campaign shares one indexing convention); only with a model and no reference does validation fall back to fitting each candidate reindexing and keeping the lowest R-free.
* rugnux: De-novo symmetry - recover a genuine high-symmetry group whose data are imperfectly scaled. Such a merge's within-orbit chi² lands just past the self-consistency bound (each real symmetry step adds a little systematic scatter), right where a merohedral twin also lands, so the chi² ratio alone cannot separate them. The candidate is now rescued when the extra intensity-proportional systematic error it invokes stays small relative to the confirmed subgroup - a genuine symmetry step gains multiplicity without inflating the merge error model's b, whereas a twin forces non-equivalent reflections together and b balloons. Fixes cubic insulin (I23 instead of I222) with no change to any other crystal in the test battery, including the twins that must stay in their lower symmetry.
* Docs: Document the French-Wilson amplitude estimation, R-free flagging, reference-based space-group/ambiguity resolution, and model-based validation/maps in CPU_DATA_ANALYSIS.md.
* Frontend: The status-bar pill now shows a progress bar during detector calibration (previously only during measurement), and the calibration state and its button are labelled "Calibration"/"CALIBRATE" (the internal `Pedestal` state name is unchanged for back-compatibility).Reviewed-on: #70

Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-07-19 09:39:28 +02:00
leonarski_f dd0bffb283 v1.0.0-rc.159 (#69)
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This is an UNSTABLE release. It includes many experimental features, as well as many AI generated fixes. We recommend using rc.152 for production use.

* rugnux: Add `--model model.pdb` - score the merged data against an atomic model and compute initial maps. It reports R-work/R-free (scaling the model to the observed amplitudes with an overall scale, an anisotropic B and a flat bulk solvent - the standard few-parameter model, so a batch of maps stays directly comparable) and writes 2Fo-Fc / Fo-Fc electron-density maps (CCP4) plus a map-coefficient MTZ. The structure itself is not refined; the model is only re-fractionalised into the data cell.
* rugnux: The merged reflection output now carries French-Wilson amplitudes (|F| and its sigma) next to the intensities - MTZ `F`/`SIGF`, mmCIF `_refln.F_meas_au`, and the text HKL - computed with the correct centric/acentric Wilson prior and epsilon multiplicity, so a downstream program (e.g. phenix.refine) can refine against amplitudes. The intensity columns are unchanged.
* rugnux: R-free test-set flags are now assigned deterministically and consistently across symmetry - a Bijvoet pair I(+)/I(-) is never split between the work and free sets, and the assignment is a reproducible per-hkl hash that depends only on the reflection index, so every dataset of one crystal form gets the same ~5% free set (what a multi-dataset campaign such as PanDDA needs). On small data the fraction is floored so the test set stays large enough for a stable R-free (~500 reflections, capped at 10%); it stays flat at 5% on ordinary data. When a reference MTZ carries a `FreeR_flag` column its test set is imported instead, letting a whole campaign inherit one shared free set.
* rugnux: A reference MTZ (`--reference-mtz`) can now fix the space group and cell for rotation data too (previously rejected), without being used to scale - the rotation merge stays self-consistent. When the crystal has an indexing (merohedral) ambiguity - a lattice symmetry higher than its Laue symmetry, e.g. P3/P4/P6/C2 - the reference also resolves it: each candidate reindexing (identity plus the twin-law cosets of the metric symmetry) is scored by its intensity correlation against the reference and the data are re-merged in the best-correlating one. This is a metric-preserving relabelling of hkl (the cell is unchanged) and a no-op for a holohedral crystal such as lysozyme.
* rugnux: `--model` validation now aligns the data to the model before scoring - the observed reflections are reindexed into the model's enantiomorph when the two differ only by hand (indistinguishable from merged intensities). A merohedral indexing ambiguity is resolved against the reference MTZ when one is given (so a whole campaign shares one indexing convention); only with a model and no reference does validation fall back to fitting each candidate reindexing and keeping the lowest R-free.
* rugnux: De-novo symmetry - recover a genuine high-symmetry group whose data are imperfectly scaled. Such a merge's within-orbit chi² lands just past the self-consistency bound (each real symmetry step adds a little systematic scatter), right where a merohedral twin also lands, so the chi² ratio alone cannot separate them. The candidate is now rescued when the extra intensity-proportional systematic error it invokes stays small relative to the confirmed subgroup - a genuine symmetry step gains multiplicity without inflating the merge error model's b, whereas a twin forces non-equivalent reflections together and b balloons. Fixes cubic insulin (I23 instead of I222) with no change to any other crystal in the test battery, including the twins that must stay in their lower symmetry.
* Docs: Document the French-Wilson amplitude estimation, R-free flagging, reference-based space-group/ambiguity resolution, and model-based validation/maps in CPU_DATA_ANALYSIS.md.
* Frontend: The status-bar pill now shows a progress bar during detector calibration (previously only during measurement), and the calibration state and its button are labelled "Calibration"/"CALIBRATE" (the internal `Pedestal` state name is unchanged for back-compatibility).Reviewed-on: #69

Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-07-13 13:54:03 +02:00
leonarski_f 451310f43d v1.0.0-rc.158 (#68)
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This is an UNSTABLE release. It includes many experimental features, as well as many AI generated fixes. We recommend using rc.152 for production use.

* Analysis: The azimuthal-integration solid-angle correction now follows the incidence angle to the detector normal (`cos^3` of that angle) instead of `cos^3(2*theta)`, so it is correct for a tilted detector and matches PyFAI `solidAngleArray` and MAX IV azint (unchanged for an untilted detector). Crystal geometry refinement (`XtalOptimizer`) no longer silently ignores an imported PONI `rot3` (rotation about the beam): it is applied as a fixed rotation in the residual so refinement stays consistent with the rest of the pipeline. Polarization and azimuthal binning already honoured `rot3` through the full PONI rotation.
* jfjoch_viewer: Open datasets on the WSL2/UNC filesystem (paths starting `\\`); write processing outputs next to the input file, with a Browse button and independent `_process.h5` / merged `.mtz`/`.cif` toggles; and show the determined space group in the merge-statistics window.
* rugnux: Accept an absolute `-o` output prefix in offline processing.
* Packaging: The self-contained Linux viewer `.tgz` now bundles cuFFT, so it runs without a system CUDA toolkit (`.deb`/`.rpm` are unchanged, distro-managed).
* Docs: Bring the analysis references up to date with the code. `docs/CPU_DATA_ANALYSIS.md` now reflects the unified profile-fit Bragg integration engine, multi-lattice indexing, azimuthal phi binning, the radial parallax/bandwidth profile with sub-pixel centring, the rot3d capture-fraction handling and the automatic CC1/2 resolution cutoff, and drops the descriptions of features that were never implemented (French-Wilson amplitudes, the still excitation-error partiality model); `docs/RUGNUX.md` documents the new `--resolution-cutoff`/`--resolution-cc-target`/`--resolution-shells`, `--min-captured-fraction`, `--mosaicity`, `--reference-column`, the azimuthal correction toggles and the geometry-override options, and corrects the `-N` default. The outdated in-source design notes (ICE_RING_DETECTION, BRAGG_INTEGRATION_ENGINE, NEXTGEN_INTEGRATOR) are removed.Reviewed-on: #68

Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-07-12 19:42:29 +02:00
leonarski_f 54c0100e8e v1.0.0-rc.157 (#67)
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This is an UNSTABLE release. It includes many experimental features, as well as many AI generated fixes. We recommend using rc.152 for production use.

* rugnux: Rebrand the offline data-processing subsystem as `rugnux` and consolidate all offline analysis into the single `rugnux` binary - `jfjoch_process` is now `rugnux`, the former `jfjoch_azint` is now `rugnux --azint-only`, and `jfjoch_scale` is now `rugnux --scale` (see the new docs/NAMING.md and docs/RUGNUX.md). Scaling and merging are on by default for rotation and stills (`--no-merge` disables them), replacing the previous opt-in `-M, --scale-merge`.
* rugnux: CLI fixes - default `-N` to all hardware threads, parse numeric option arguments strictly (reject non-numeric or trailing input instead of silently yielding 0), require `--wavelength > 0`, and correct the reproduced command line and `--scale` reference-cell handling.
* rugnux: De-novo space-group improvements - recover genuine high symmetry and centred Bravais lattices from intensities, add an automatic CC1/2 high-resolution cutoff, and report L-test twinning statistics.
* rugnux: Index weakly-diffracting low-resolution rotation data that previously failed (e.g. F-cubic crystals that diffract only to ~4 A on a detector reaching ~1.5 A). The per-frame indexing gate now measures the indexed fraction only within the resolution range the lattice actually diffracts to, so the many sub-diffraction ice/noise spots no longer make the fraction floor unreachable; the two-pass first pass tries several image-sampling schemes (spread across the whole rotation vs a consecutive wedge whose native stride keeps a reflection's rocking curve continuous, letting the FFT resolve a long axis) and keeps the one that indexes the most frames; and the de-novo space-group search no longer discards all reflections (and crashes) when every resolution shell falls below <I/sigma> = 1.
* rugnux: Lower the low-resolution R-meas for strongly-diffracting rotation data - drop edge-of-sweep truncated fulls whose rocking curve was captured below `--min-captured-fraction` (default 0.7 for rotation), and report R-meas only over the observations kept by outlier rejection (matching XDS). The 0.7 default also strips the partiality-extrapolated fulls that dominate the intensity second moment on weakly-diffracting crystals, so the de-novo space-group search is no longer starved by the error-model I/sigma floor and recovers the correct symmetry (e.g. the F-cubic Benas crystals: Benas_3 -> F432, Benas_7 -> P6122, instead of P4/P1); on the reference battery every other crystal keeps its space group.
* rugnux: Write the refined geometry (beam, tilt, axis) to _process.h5 and place non-standard mmCIF items under a reserved `jfjoch` prefix.
* jfjoch_broker: Ordinary acquisition failures (receiver/writer/analysis problems, missed packets, writer disconnect) now return to the Idle state with an Error-severity message, so a run can be retried without an expensive re-initialisation; only failures that leave the detector in an undefined state (new JFJochCriticalException, e.g. PCIe/FPGA faults) go to the Error state and force re-initialisation.
* jfjoch_broker: A synchronous /start now reports its failure to the HTTP caller instead of returning HTTP 200, and an incomplete or truncated dataset (missing packets, writer disconnect) is reported as an error rather than a "reduce frame rate" warning.
* jfjoch_broker: Drop uncollected placeholder rows (number = -1) from the scan_result REST endpoint.
* jfjoch_broker: Fix the inverted per-image compression ratio reported by the Lite receiver (was compressed/uncompressed instead of uncompressed/compressed).
* jfjoch_broker: Bragg integration adds a quantization-noise variance floor with a box-sum fallback, and treats the type-maximum marker as an invalid pixel for unsigned image types.
* jfjoch_writer: Detect file-overwrite conflicts at start for back-channel transports, and reset the writer when end-of-collection finalisation fails.
* jfjoch_viewer: Preview overlays follow the geometry (resolution/ROI arcs, true beam centre, predictions, coral secondary-lattice spots, legend), add save-as-JPEG, and fix an HTTP live-follow memory leak.
* Frontend: Improved aesthetics and usability, and added in-browser pixel-mask and JUNGFRAU-pedestal visualisation.
* CI: Name the Windows installer jfjoch-viewer-* instead of jfjoch-*.Reviewed-on: #67

Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-07-11 07:19:11 +02:00
leonarski_f d6389e12da v1.0.0-rc.156 (#66)
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This is an UNSTABLE release. It includes many experimental features, as well as many AI generated fixes. We recommend using rc.152 for production use.

* jfjoch_process: Major rotation (rot3d) data processing overhaul - robust profile-fit integration, Cauchy-loss scaling with optional absorption surface, de-novo indexing and space-group/centering determination fixes, and merging statistics + ISa in the mmCIF output.
* jfjoch_process: Add EXPERIMENTAL ice-ring detection (--detect-ice-rings) that excludes ice reflections from scaling.
* Compression: Add BSHUF_ZSTD_RLE_HUFF, make compression size-aware (drop frames that don't fit rather than aborting), and add the jfjoch_recompress tool.
* jfjoch_viewer: Report "Multiple lattices detected" and grey out "Analyze dataset" on a live connection.
* jfjoch_broker: Write smargon chi/phi goniometer positions to NXmx; read sensor thickness/material from HDF5 metadata.
* CI: Build Windows (CUDA and non-CUDA) installers.Reviewed-on: #66

Co-authored-by: Filip Leonarski <filip.leonarski@psi.ch>
2026-07-03 19:18:56 +02:00