Commit Graph
31 Commits
Author SHA1 Message Date
leonarski_fandClaude Opus 5 ea667cb306 rugnux: handle ice rings in --scale as the full pipeline does
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--scale did none of the ice handling the run that wrote the _process.h5 had
done, so re-scaling a stored dataset silently produced a different - and
flatteringly more complete - answer than the pipeline it was meant to
reproduce. Three separate gaps:

  * --detect-ice-rings was accepted and ignored. The --scale block returns
    before the line that applies it.
  * Reflections were never flagged as sitting on an ice ring, so the per-image
    scale fit included them. The flag is not stored per reflection, so it has
    to be recomputed from the resolution.
  * RotationScaleMerge was constructed with the ice half-width hardcoded to
    zero. That is what turns a resolution into a ring index, so every ice test
    inside the merge was a no-op whatever was passed to it.

The CC1/2 ring test that decides which rings to drop moves into
FindDecorrelatedIceRings, shared with the full pipeline so both reach the same
verdict on the same data, and --scale now re-merges with the mask the way the
pipeline does. The stills branch re-runs only the merge: the scaling has
already been applied to the reflections and repeating it would compound it.

Measured on a rotation dataset with three decorrelated rings, --scale went
from 8765 unique / 36.3% completeness / R-meas 18.5% / <I/sig> 1.1 to
7638 / 31.6% / 18.0% / 1.3, against the full pipeline's 7692 / 31.8% / 17.9% /
1.3 - the reported completeness had been inflated by reflections the pipeline
drops. The full pipeline is bit-identical across the refactor.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-02 19:49:55 +02:00
leonarski_fandClaude Opus 5 cd16053c2b rugnux: use the project PI constant, not M_PI
MSVC does not define M_PI without _USE_MATH_DEFINES, and rugnux is part of
the portable subset that JFJOCH_VIEWER_ONLY builds. JFJochMath.h already
carries PI for exactly this reason.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-02 18:53:06 +02:00
leonarski_fandClaude Opus 5 639fbb3fbc indexing: select predicted reflections by partiality, build indexers where it pays
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When more reflections are predicted for a frame than the output can hold, the
surplus was dropped by keeping those closest to the Ewald sphere. On the rotation
path that quantity is identically zero by construction - the rocking coordinate is
chosen so the scattering vector lands exactly on the sphere - so the comparison
fell through to h, k and l and the survivors were whichever came first in
lexicographic order. Measured on a large cell: every value within one float ulp of
zero, and the kept set had a MEAN PARTIALITY BELOW that of the full set, i.e. worse
than choosing at random. Rank by partiality instead, which the predictor already
computes and which is what the header always claimed was being kept. On the one
regression crystal large enough to cross the cap this lifts completeness from 84.8%
to 90.2% on the same observations; multiplicity and R_meas move the way they must
when the same measurements cover more of reciprocal space.

The online path asked for a cap of ten thousand but the truncation was hardcoded to
the offline limit, so the broker predicted and integrated up to six times what it
could transport and discarded the rest after paying for it. Honour the caller's
limit, which also makes the post-integration re-truncation dead code.

Indexer pool construction becomes a policy. The online service needs every indexer
resident before data arrives, because a cuFFT plan built on the first frame is
planning time inside the measurement; spending memory to be ready is the intended
trade there and stays the default. Offline there is no such deadline, and a stills
run with a known cell was holding a fully allocated FFT indexer per worker that the
algorithm resolution can never dispatch - 2.8 GB where 0.4 GB is needed. rugnux and
the viewer opt into building on first use; the broker, the receiver and the tests
are untouched. This also removes a dangling reference that was latent: the worker
held the settings by reference although the pool is routinely constructed from a
temporary, which only survived because eager construction finished inside the
constructor call.

Finally, refuse a first-pass lattice that indexes fewer than a sixth of the
validation frames. It fires on nothing in the regression set - the weakest real
crystal sits at 22 of 60, more than twice the floor - so it is a backstop, but the
failure it prevents is one the set does contain: a dataset with no crystal at all
adopts a lattice from its powder rings, integrates every image against it, and dies
much later inside the merge complaining about resolution. It now stops in the first
pass and says what to try.

Regression set: 36 of 37 crystals byte-identical, the exception being the
completeness gain above; 34 of 37 space groups, no failures. Full unit suite passes.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-02 09:12:27 +02:00
leonarski_fandClaude Opus 5 bfb8cb813c rugnux: report per-image cost honestly instead of per-worker blocked time
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Each stage timer measures wall time inside one worker, so it counts whatever that
worker spent blocked on a contended resource - above all the single GPU - as well
as its own work. Those waits overlap across workers, so the mean was printed as if
it were the per-image cost when it is roughly the per-image cost times the worker
count. At the default thread count on a large detector the reported total came out
more than twenty times the truth, and single stages were printed as several times
the entire per-image budget of the run. That is the one output anyone tuning
performance reads, and it sent this investigation at the wrong stage for a while.

Divide by the worker count. It is a lower bound - a worker idle rather than blocked
is not counted - so rather than hide the remainder, report the image loop's own wall
time next to it, and with it the time spent OUTSIDE the loop. Nothing measured the
latter before, yet on a rotation run the first-pass indexing and the scaling and
merging can be more of the run than the per-image work is: on a large-detector run
here it is 5.1 s against 3.0 s. Both figures are for the last pass, and a two-pass
rotation run does all of it twice.

Also stop printing nan. The per-image indexing and scaling timers are never fed on
the two-pass rotation path, because the lattice is forced rather than searched per
image and the merge happens outside the loop, so every default rotation run reported
"indexing nan scaling nan". A stage that did not run is now simply absent.

Measured against the loop's own wall clock on a 18 Mpx dataset: 5% at one worker,
11% at eight, 29% at thirty-two, versus 23x too high before.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-01 14:49:45 +02:00
leonarski_fandClaude Opus 5 0ae1a307bc indexing: complete a rank-deficient direction set, and keep the higher-symmetry setting
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The FFT shortlist could be rank-deficient, and then no cell could be formed at
all. FilterFFTResults takes the strongest max_vectors RAW directions and only
then prunes ones within 5 degrees of each other, but a single lattice row is
sampled by many neighbouring directions of the 16k half-sphere, so thirty raw
peaks routinely prune down to four or five distinct directions - the strongest,
hence shortest, rows. When a crystal's densest rows share a plane, every
surviving direction is coplanar, every triple the reduction forms is degenerate,
and the indexer returns nothing. On such a crystal the weak third axis was the
eighth distinct direction, at raw rank 78. Keep walking the same magnitude order
for up to four more directions that are 5 degrees clear of everything kept,
appended after the length sort so the earlier entries hold their positions and
the reduction still forms every triple it formed before - the shortlist only
gains candidates at its end.

That exposed two ways a change of SETTING was mistaken for a different lattice.
A centred conventional cell is an exact integer multiple of its primitive one,
so the same lattice described two ways differs by that factor: comparing
conventional volumes reads a setting change as a sub-cell or a supercell. Both
the candidate selection in the rotation indexer and the pass-2 comparison in the
driver did exactly that, and between them they discarded a correctly-classified
cubic F cell in favour of the body-centred tetragonal description of the very
same lattice. Compare primitive volumes in both, as the scheme comparison
already did.

Fixing the volumes alone was not enough, because the indexed fraction is also
biased across crystal systems: a subgroup setting holds fewer cell parameters
fixed than its supergroup, so it can never index fewer spots and will always
look better by that measure. Where a candidate has a lower lattice point-group
order at the same primitive volume - the signature of the same lattice in less
symmetry - require it to index markedly better, not merely better, before it
displaces the incumbent.

A general metric-symmetry promotion was implemented and rejected on evidence: it
raised a correct body-centred orthorhombic cell to triclinic and a monoclinic
one to C-centred orthorhombic, and no threshold separates the cases, because a
false pseudo-orthorhombic degeneracy measured tighter than a true cubic one on
obliquity and on alternative-basis axis excess alike. Metric alone cannot decide
this; only the intensities can, which is what the space-group search is for.

Measured over the 37-crystal regression set: one crystal goes from failing
outright to 91% indexed with 91% completeness and a better R_meas than the
reference, one keeps the cubic setting it had before, and every other crystal is
byte-identical. Full unit suite passes.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-01 12:59:34 +02:00
leonarski_fandClaude Opus 5 2238290d6d rugnux: make spot settings reach rotation indexing, and stop over-claiming
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Three small honesty and cost fixes on the two-pass rotation path.

Spot-finding settings did not reach the step that determines the unit cell. The
two-pass first pass reuses the spots stored in the file whenever it has them, and
reuse is the default, so both sampling schemes and the validation loop ran on
acquisition-time spots while only the per-image pass saw the command line. Every
--spot-* option was therefore a no-op for the lattice search on any file written by
this software, silently, and the lattice was cross-validated against one spot set and
applied to another. Giving spot settings now implies re-finding them for the first
pass as well, and plain reuse says so in the log.

The summary printed a space group and unit cell even when nothing indexed. With a
zero indexing rate the cell is whatever the lattice search happened to return, no
reflection was ever measured on it, and no output file is written - so stating it as
the run's answer claims a result the data do not support. Say that no lattice was
determined instead.

The second pass re-indexes de novo so the cell comes out self-consistent with the
post-refined geometry, and its result was already checked against the first pass -
once by the supercell test and once by the centring test - but only after every image
had been integrated with it, so a disagreement cost a whole extra pass on a dataset
that ended up on the first pass's lattice regardless. Compare them at the point the
lattice is adopted instead, using the same two tests and the same fallback. A
triclinic de-novo cell is left alone, being the demotion the merge reindexes.

Measured over the 37-crystal regression set: merge statistics are unchanged on every
crystal (the two that move are the known rotation-indexing non-determinism - one
observation in 2.9 million, and a zero-score lattice landing on no partials instead of
a few). Crystals whose data were already cached in the reference run are unchanged in
wall time. The one dataset that was burning a discarded pass went from three passes to
two, 509 s to 198 s, against 0.81x for the same-detector dataset that was already
running two passes - so about 214 s of the saving is the removed pass.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-31 23:13:11 +02:00
leonarski_fandClaude Opus 5 7786fc1af3 Stills geometry refinement: stop sampling once there are enough strong frames
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The first pass sampled min(n, max(refine_frames * 50, 8000)) images to keep the
200 strongest, so any serial run of 10000 frames or fewer indexed every frame
TWICE - and 99.3% of the pass was that sampling, the bundle adjust itself taking
0.24 s. The budget is sized for a low-hit-rate dataset; on data that indexes well
almost all of it was wasted.

Stop once four times the bundle size has been found, which still leaves the
"strongest N" selection a real pool and still spans the run, because the sample
is equally spaced. On a lysozyme jet dataset that is 1500 frames examined instead
of 4000, the same 200 bundled, and the same refined geometry - beam and distance
to the pixel, cell to 0.01 A. Warm cache: the pass drops 33 s -> 9.1 s and the
whole run 65 s -> 35 s, with CC1/2 and R-meas unchanged inside replicate noise.

Stills only - rotation has its own two-pass and returns from this function early.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-31 09:30:11 +02:00
leonarski_fandClaude Opus 5 111cb2f9a6 Stills: re-check the per-image scale after the partiality refine
ScaleOnTheFly's collapsed-scale guard ran, and then StillsPartialityRefine
re-fitted every crystal's scale with no floor and adopted it unconditionally
whenever the image had no prior CC - which is exactly the state the guard leaves
behind. So the guard was protecting almost nothing. Measured on a lysozyme jet
dataset: of 367 images it left unscaled, only 8 were still unscaled in the
output, and 53 reached the merge at or below a fiftieth of the run median, the
worst at a 4525th; on a second run of the same sample, 297 images, worst at a
75000th. Those intensities are what the merge saw - up to 94x too high in the
written file.

Run the guard again on the refined scales. It now reports 367 then 51 on that
dataset, and the merge improves: R-meas 117.4 -> 110.8%, CC1/2 96.3 -> 96.5%.

Measurements confirm the rest of the guard is right as it stands: 0.02 is ~5x
below the lowest scale ever seen on an image that correlates with the merge
(no image at CC >= 0.4 falls below a tenth of the median), and leaving the image
at G = 1 beats both dropping it and replacing its scale with the median - on a
run where 30% of images are affected, dropping costs 1.8 CC1/2 and 29%
multiplicity.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 23:05:11 +02:00
leonarski_fandClaude Opus 5 a739b156f3 Two-pass: do not adopt a pass whose lattice the reused space group cannot describe
The second pass re-indexes de novo and can land in a different setting from the
first - most often on the PRIMITIVE sub-cell of a centred lattice. The reindex
that exists to undo that declines when the metric does not match, and the code
then went on to stamp pass 1's group onto the cell regardless.

That is not a small error. A C-centred group on an already-primitive cell means
the centring absence rule removes half the reflections that genuinely exist, so
the merge holds more unique reflections than its own cell can - measured here as
"117% complete" with CC1/2 0.62, against the first pass's 92.6% and 0.98, on a
cell of exactly half the C-centred volume.

Detect the conflict where it happens and feed it to the pass-2 credibility guard
rather than acting on it locally: letting the pass re-search its own group
instead produced a P1 answer on a crystal XDS and the first pass both call C2,
which is a worse outcome than simply not trusting the pass. The completeness and
CC1/2 tests stay as the symptom-side net.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 19:52:13 +02:00
leonarski_fandClaude Opus 5 ade61eea60 Rotation: predict without truncating, and keep the better of the two passes
Digging into the selection logic showed the caps were not deciding the science -
the two-pass geometry post-refinement was, and the caps only fed it randomness.

Caps. The prediction buffer now grows to whatever a frame predicts instead of
keeping an arbitrary subset of it, and the per-image reflection limit is raised
to 65536, with the image-buffer transport headroom derived from the same
constant so the two cannot drift. Measured: bit-identical output on five battery
crystals, because a normal cell never approached the old limits - only a large
cell (~2.8e6 A^3, ~30000-44000 predictions per frame) ever did.

Pass-2 guard. The refined pass is normally the better answer, which is why it is
the canonical output, but it was adopted whatever it produced. On that same
crystal it merged more unique reflections than its own cell can hold -
completeness "117%", which is arithmetically impossible - while the header-
geometry pass sat at 92.6% and CC1/2 0.98. Compare the two and, when the refined
pass is not credible, go back to the header geometry and re-run so the canonical
files are the ones that are kept. Both bounds are set where only a failure
reaches them.

Together on that crystal: 111639 unique against XDS's 118730 (was 88000-99000
and different every run), CC1/2 98.0% (was 96.9-97.7%), ISa 8.54, and two runs
now agree bit for bit.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 19:20:51 +02:00
leonarski_fandClaude Opus 5 8493095912 Viewer: ISa diagnostic plot, and the B-factors in the merge hero row
The error model says sigma -> b*I for strong reflections, so merged I/sigma
flattens off at 1/b - the number reported as ISa. Plotting I/sigma against I
with that asymptote drawn on it is what shows whether the reported ISa
describes the data or comes from a degenerate fit, which nothing in the window
could show before. A third page next to the per-shell plot and table.

The merge carries a few thousand strided (I, sigma) pairs to the viewer for it -
a shape, not a reflection list; the reflections themselves are in the .mtz/.cif.

The hero row gains the Wilson B and the radiation-damage Delta-B. Both were
already computed and already in MergeStatistics, so they only needed showing.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 17:56:55 +02:00
leonarski_fandClaude Opus 5 a95aca382c Remove dead code left behind by recent changes
None of this has a reader:

- ScalingSettings::scaling_regularize and its setter/getter
- ScaleOnTheFlyResult::succesful (never set) and ::time_s (set, never read),
  with the timing that only fed the latter
- JFJochImage::last_fit_viewport_ (written twice, read nowhere) and the
  comment claiming the retry uses it - the retry keys off initial_fit_done_
- JFJochDiffractionImage::ice_ring_width_Q_recipA, and a QtConcurrent include
  in a file that uses none
- an unused gemmi::Op accumulator in the spindle-angle helper
- <random> in Merge.{h,cpp}, from before the half-set split became a hash
- an orphaned comment describing the Ceres B-factor residual deleted in
  014e43a4c, and two trailing comments that had collided on one line

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 11:29:42 +02:00
leonarski_fandClaude Opus 5 f9c8ab4552 rugnux: a run that indexes nothing still writes a process file
With merging on, the _process.h5 is skipped because the merged reflections are
the wanted output and that file is large (113 MB for 200 images here). But if
nothing indexes there are no merged reflections either, so the run finished
successfully having written no file at all - the one case where the user most
needs something to look at.

Write it in that case. The per-image messages have already gone past unwritten,
so this carries the dataset metadata, the mask, the azimuthal profile and the
summary scalars rather than the full per-image tables - and it is small for the
same reason it is needed (124 kB on a zero-index run). A run that does index is
untouched.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 11:20:32 +02:00
leonarski_fandClaude Opus 5 e123755c7d rugnux: carry the point-group promotion into the second pass
The two-pass rotation run reinstates pass-1's space group for pass 2's merge, so
pass 2 skips the search block entirely - and with it the flag that records that
the Laue class was CHOSEN by the search rather than given. The canonical output
therefore printed the plain "no twinning: the Laue class is holohedral, so no
merohedral twin law exists", which is exactly the circular conclusion the flag
was added to replace; only the throwaway _01 output carried the caveat.

The text is written per pass, inside RunPipeline, so the flag has to travel with
prepass_merge_sg_ rather than being patched onto the returned result.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 10:54:53 +02:00
leonarski_fandClaude Opus 5 64c8117a96 Space-group search: absences always come from the all-observation merge
The two-arm search is meant to use the Lorentz-filtered merge for the point
group only - systematic absences live in the weak reflections a |zeta| cut
removes, and reading them off the filtered arm is what cost four crystals their
screw axes. That is what the code comment and CPU_DATA_ANALYSIS both say, but
the filtered-arm-wins branch kept its whole result, screws and centering
included.

Let a search be pinned to a point group decided elsewhere (fixed_point_group)
and re-run Stage B on the all-observation merge when the filtered arm rescues
the point group. The point group is passed as its symmorphic representative, not
by name: gemmi calls both P321 and P312 "32". Reporting that representative also
lets the ambiguity check see two arms that disagree about which 2-folds are real
- by name they looked identical - and the advice it prints now names a space
group -S can actually be given.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-30 10:54:02 +02:00
leonarski_fandClaude Opus 5 c10d7ced17 rugnux: build the first-pass analysis engine once, not per image
The first-pass spot cache constructed an MXAnalysisWithoutFPGA and an
AzimuthalIntegrationProfile inside the per-image lambda, so every cache
miss allocated a CUDA stream, the preprocessing buffer, the spot finder,
the azimuthal integrator and the Bragg engine, used them for one frame,
and freed them again - hundreds of times, serially, on the
--redo-rotation-spots path. Both worker loops already hoist the same
object out of their loop; only this path did not.

Build them once for the whole first pass, and only when spots actually
have to be found (with --reuse-rotation-spots there is nothing to
allocate). Reuse is safe because every azimuthal-integration path -
CPU, GPU and the fused adaptive engine - clears the caller's profile
before adding to it, so each frame's output is unchanged.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-29 09:38:11 +02:00
leonarski_fandClaude Opus 5 c40e09d458 rugnux: report an ambiguous space group instead of silently picking one
The two-arm check for "same order, different symmetry" ran after the
all-observation arm had already been adopted by value, so it compared
that arm against a copy of itself: the point-group names were always
equal and the branch was dead. In the other direction the orders were
always unequal, so it was dead there too. The AMBIGUOUS warning - written
for the case where the two merges support different symmetries of the
same order, which implies two different molecular-replacement searches -
could never be emitted.

Check before the adoption, while both arms still hold their own result.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-29 09:34:41 +02:00
leonarski_fandClaude Opus 5 157698d31e Space-group search: report the order of the point group it chose
The two-arm search compared its arms by the order of the space group each
had picked, but Stage B leaves best_space_group unset whenever no
candidate is eligible - no candidate had enough observed absences to
trust. That is not rare on the Lorentz-filtered arm, and for a systematic
reason: the filter removes the badly-measured observations, which is
where the weak systematically-absent reflections are.

An arm that confirmed 422 but stopped short of naming a space group
therefore scored order 0 and lost to an arm supporting P2, and the
demotion was logged as "taking the higher symmetry" - the comparison and
the message both wrong, in the one direction the design says cannot
happen.

Carry the point-group order in the result, set from the order Stage A
actually adopted, and compare on that.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-29 09:33:29 +02:00
leonarski_fandClaude Opus 5 8cb1cacadf rugnux: show the space-group search on rotation data
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The search runs in pass 1 of the rotation two-pass; pass 2 only reuses the
group it decided, so the result the CLI renders carried no search at all
and the whole report - operator correlations, the space-group candidate
table, the refused higher symmetry - was silently dropped on every
rotation dataset. Most costly of all, the "or <group> (indistinguishable
from these data)" line never appeared, so an enantiomorphic pair the
intensities genuinely cannot separate was reported as a single answer.
Carry pass 1's search into the returned result.

Also de-duplicate the alternatives when the centred-lattice test swaps the
metric-matching candidate into the answer: the group it displaced was left
out and the chosen one listed twice ("C2 or P21 or C2").

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-29 08:27:43 +02:00
leonarski_fandClaude Opus 5 25458265d3 Space-group search: ask twice - all observations, and only the well-measured ones
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--search-min-zeta rescues a point group that the full merge cannot confirm, but
used on its own it is a trade: on the crystal it was built for it recovers the
correct 422, and on four others it costs the space group outright, because
discarding 40-80% of the observations starves operator correlations that were
perfectly healthy. Both ways of applying it - filtering the pairs that enter
the statistic, and filtering the observations that enter the merge - trade the
SAME crystals, so the cut itself is the problem, not where it is applied.

Filip's observation makes it one-way: every disagreement between the two is a
LOST operator, never an invented one. Discarding observations can starve a
correlation; it cannot manufacture symmetry that is not there. So run the
search on both merges and keep whichever found MORE symmetry, and the failure
mode disappears - each arm rescues the other exactly where it fails.

  crystal            all observations   Lorentz-filtered   adopted
  thaumatin (weak)         222                422            422
  tetragonal lysozyme      422                222            422
  cubic insulin x3          23              2 / 222           23

The filtered merge is used ONLY to rescue the point group. The screw and
centering determination always comes from the merge with all the observations,
because systematic absences are decided by the WEAK reflections and the filter
throws most of them away. Preferring the filtered arm on a tie is not a
conservative choice, it is a wrong one: it cost four crystals their screw axes
(P2(1) read as P2, P4(1)2(1)2 as P42(1)2) with the point group and every
intensity statistic identical - a regression invisible to CC1/2, R_meas and ISa.

Where the two find the same ORDER but different symmetry, nothing can prefer
one, so the run says so: it names both space groups, states that the data do
not decide, reports which one processing continued in, and gives the flag to
force the other. Two candidates of the same order imply different molecular
replacement searches, and trying both is cheap next to reprocessing - much
cheaper than a confident wrong answer.

Rotation battery, 33 crystals, both spot finders:

  fixed-threshold finder   30/33 - ZERO crystals differ from the single search
  adaptive finder          30/33 - the same three mismatches, gap CLOSED

The adaptive finder now matches the fixed-threshold one exactly, which it has
not done before: its last remaining loss was the thaumatin set whose 4-fold
sits 88.9 deg from the spindle, and it now reads P42(1)2 (all-observation merge
-> 222, Lorentz-filtered -> 422, higher taken). A merohedral twin stays refused
in BOTH arms at all three frame ranges where it over-promotes, and at one of
them the second opinion is strictly better than shipping behaviour - the full
merge collapses to P1 where the filtered one finds the correct H3.

Cost is the extra scale-combine-merge on already-ingested partials, with no
re-integration: 47.2 s against 47.8 s on the same crystal back to back.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-28 21:11:05 +02:00
leonarski_fandClaude Opus 5 eb70684fa9 rugnux: report how close a symmetry axis lies to the spindle
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A rotation sweep never records the reflections whose reciprocal vector lies
within the Bragg angle of the spindle - the blind cusp. Symmetry normally
supplies them from an equivalent elsewhere in reciprocal space, so the hole
closes. It cannot when a symmetry axis IS the spindle: the cusp is then mapped
onto itself, every reflection in it is equivalent only to other reflections in
it, and it stays empty however long the sweep runs. The user can fix this at
the microscope - re-mount, or add a sweep on another axis - but only if they
are told, and nothing in the output mentioned it.

Report the smallest angle between any proper rotation axis of the adopted
space group and the goniometer axis, always on rotation data, and warn when it
falls under 15 deg. The axis is found by projecting onto each operator's
invariant direction (the sum of its powers annihilates everything else) and
mapping that fractional direction through the refined lattice into the lab
frame; the angle is invariant under the sweep, so the reference orientation is
enough. Cross-check: this reports 30.6 deg for a crystal whose 4-fold an
independent analysis of the XDS orientation matrix put at 30.5 deg.

Measured on three rotation sets: 13.6 deg (2-fold, warns), 16.2 deg (2-fold,
99.7% complete) and 30.6 deg (4-fold). The 15 deg bound is practical rather
than derived - the blind cone's half-angle is the maximum Bragg angle, ~15 deg
for 2 A data at 1 A wavelength - and the wording says what the diagnostic can
honestly support: the angle is a risk indicator, the loss is confined to the
cone rather than spread over the data, and overall completeness may still look
reasonable while the region near the spindle is empty. It does not promise a
completeness number, because across those three sets the overall figure does
not track the angle (99.7% at 16.2 deg, 92.6% at 30.6 deg).

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-28 17:59:47 +02:00
leonarski_fandClaude Opus 5 3171b071e6 Space-group search: judge a promotion against its parent, not against the error model
The point-group decision moved with the AMOUNT of data at fixed physics: a
partially twinned trigonal crystal was promoted into the twin's holohedry
whenever the search happened to see a larger first-pass merge, and kept its
true subgroup when it saw a smaller one. Simulation over 6 noise draws with
only the merge multiplicity varying: the twin is promoted 0/6 at multiplicity
2 and 6/6 at 18, while the genuine control is promoted 6/6 throughout. The
cause is that every existing gate is a ratio to the merge error model -
b_parent grows toward the true systematic scatter as sigma shrinks with
1/sqrt(N), while b_cand is already saturated by the twin's disagreement, so
the ratio slides down through a fixed veto. The parent statistic moves with
data amount and the candidate statistic does not.

Gate promotions on the operator disagreement H = <|I1-I2|/(I1+I2)> instead,
as the ratio of the operators a promotion ADDS to the parent group's own
operators on the same reflections. There is no sigma in it, so it cannot
drift with the error model, and the parent normalisation cancels data
quality. Measured over 27 runs, 5 promotion types and 450-1800 images:
genuine symmetry 0.862-1.219, merohedral twins 1.270-2.084. On the synthetic
grid it is flat across a 9x change in multiplicity - genuine pinned at 1.00,
twins 3-12x the bound - which is precisely the property the old gates lacked.
chi^2 and the systematic-b stay as secondary vetoes; they protect against
non-crystallographic pseudo-symmetry, which is where correlation-based
scoring is weak.

Pick the parent carefully: 422 has two maximal subgroups of order 4, and on a
tetragonal crystal twinned by 2[100] the rival (222) is CC-confirmed too and
CONTAINS the twin laws, so normalising against it hides the twin among the
promotion's own real operators (ratio 8.19 against the true parent, 0.78
against the rival). Where several parents tie, judge on the most damning.

Also:

- Report a refused promotion instead of silently processing lower. Merging a
  twin in the twin's holohedry averages non-equivalent reflections into each
  other and cannot be undone from the output; keeping the subgroup costs only
  redundancy. The refusal names the group and the number that caused it.

- Stop the twinning report from arguing in a circle. It ran after adoption and
  conditioned on the adopted group, so a promotion into a holohedral Laue
  class made it print "no merohedral twin law exists" - the test was
  conditioned on the decision it should audit. Twinning is now also measured
  on the subgroup merge before adoption, and the post-adoption text says when
  its own conclusion is not authoritative.

- Compare PRIMITIVE cell volumes in the first-pass scheme tie-break. A centred
  setting's cell is an exact integer multiple of its primitive one (a
  rhombohedral lattice in hexagonal axes is exactly 3x), so the
  integer-supercell test fired on a pure setting difference and demoted a good
  scheme to a threefold-smaller merge - which is what let the twin see the
  small merge to begin with.

Rotation battery, 33 crystals: point-group agreement 30/33 -> 29/33, one
crystal moved. That crystal (P422 -> P222) is the one with the known
unresolved integration defect where reflections near the rotation-axis plane
are wildly mis-integrated; its symmetry mates genuinely disagree, and its
lower-symmetry merge is measurably better (ISa 2.72 -> 3.63, high-shell CC
75.4 -> 86.0). The threshold was not moved to accommodate it: 1.25 sits inside
the measured gap and widening it would admit real twins. Separately the
tie-break improved one crystal's CC1/2 from 77.7 to 84.0.

Tests: a synthetic twin-fraction x multiplicity grid, which is what the search
had never had - the existing tests are noise-free and exercise only Stage B
absences.

A NOTE ON WHAT WAS TRIED AND REJECTED, so it is not rebuilt: the obvious
"physics-anchored" statistic is the disattenuated cross-validated correlation
rho = corr(I_half0(h), I_half1(Rh)) / corr(I_half0, I_half1), which is 1 for
real symmetry at any data quality and 2a(1-a)/((1-a)^2+a^2) for a twin. It
passes the synthetic grid perfectly and FAILS ON REAL DATA IN BOTH
DIRECTIONS - five false refusals of genuine symmetry on the battery, and it
waves through a twin (rho 0.998) that H refuses. The reason is that cc_half
correlates the two halves of the SAME reflection and so measures only random
error, while cc_cross compares DIFFERENT reflections carrying different
systematic error; dividing by cc_half removes the noise and leaves a
systematic floor that varies by crystal AND by operator. Genuine rho measures
0.9987 on strong data and 0.73 on weak. A synthetic generator validates a
statistic's arithmetic, never its premise, and this premise - that the only
departure from exact symmetry is noise - is false for every real crystal.
Any per-operator agreement statistic needs a same-crystal reference; an
absolute threshold on one cannot be made to work by tuning.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-27 21:05:16 +02:00
leonarski_fandClaude Opus 5 16bf3408f0 Address code-review findings; make detection limits detector-driven
One changeset, developed together in response to a review of this branch, so the
files carry several of the changes at once. Full test suite passes (733 cases).

Spot finding
- Split ImageSpotFinder into Detect() (flag strong pixels - the expensive
  per-pixel pass) and ExtractSpots() (CCL + min/max-pix + resolution mask), with
  Run() = both. The per-image min-pix escalation now detects ONCE and repeats
  only the cheap extraction, instead of re-running the whole finder four times
  per frame as it did on the default path. It also keeps the winning attempt's
  spot list rather than re-extracting it, so the frame that is integrated is
  exactly the frame that was scored - which a GPU re-extract could not guarantee
  (float atomic ordering).
- spot_finding_time_s no longer swallows indexing time, and indexing_time_s now
  sums every escalation call instead of reporting only the last.

Detection limits follow the detector
- The azimuthal-integration upper q and the spot-finding high-resolution limit
  are now std::optional, in the C++ structs AND in the OpenAPI schema, and
  resolve to the detector's own maximum (DiffractionExperiment::GetDetectorMaxQ_
  recipA). Adaptive detection reads a pixel's ring from the azimuthal bins, so a
  pixel outside that q range could never be strong - the integration range
  silently bounded what detection could see, regardless of the requested
  resolution limit. Regenerated the C++ and TypeScript clients; the viewer and
  the web frontend each gained a "to detector edge" switch.

Detection defaults are now per workflow (measured, not assumed)
- Stills: adaptive detection, min-pix chosen per image, no resolution clipping.
- Rotation: fixed-threshold finder, min-pix 2, 1.5 A limit.
  On a 33-crystal rotation battery, adaptive detection helped four hard crystals
  but deterministically broke three (a lost space group, a halved indexing rate,
  a collapsed merge), and the detector-edge limit cost indexing on a strong
  rotation set (100.0 -> 96.8%). Each is still overridable by its flag, and
  --no-adaptive-spots is new.

Indexer seed escalation
- Stop escalating once a seed's lattice explains >= 90% of the seed spots.
  Previously any frame with >= 80 spots always paid three indexer calls, online
  broker included.

Merge-consistency filter
- --min-image-cc gated on a per-image CC computed BEFORE the stills partiality
  post-refinement and never refreshed; the refiner now recomputes it, so the
  reported CC describes the data that are actually merged.
- Replaced the per-call cc_mask argument with one MergeOnTheFly flag, so the
  merge, the error model and MergeStats can no longer disagree about which
  images are in (the --scale path merged unfiltered while its statistics were
  filtered).

Per-image B-factor refinement (-B) removed
- Measured on four serial-stills datasets: it is a no-op where the per-image fit
  is well conditioned and actively harmful where it is not (CC1/2 -8.1, R_meas
  +23.2 on the weakest large-cell set, whose fits hit their [-50, 200] bounds on
  14-25% of images). It had also been silently DISCARDED since the partiality
  post-refinement landed - reported but not applied. Rather than fix and keep a
  knob with no demonstrated benefit, the flag and the whole image_scale_b_factor
  chain are gone: setting, scaling fit, message field, CBOR, HDF5 write and
  read-back, per-image plot, OpenAPI enum, viewer column and checkbox, docs.
  ScaleOnTheFly no longer needs Ceres at all - the fit is a linear IRLS.
  (The Wilson per-image b_factor is a different quantity and stays.)

Stills partiality width now fits both of its components
- sigma^2 = gamma0^2 + (gamma_e*d*)^2 instead of a purely angular gamma_e*d*
  with gamma0 pinned to 0. Fitted per crystal by least squares of dist_ewald^2
  on d*^2. The angular-only width is fitted over a d*^2-dense population, so it
  was pinned by the high-resolution edge and collapsed at low d*: median
  partiality 0.008 beyond 13 A for reflections that were plainly recorded, 55%
  of them under the merge's partiality floor, and the survivors divided by those
  values - which inflated the merged low-resolution intensity scale 3.6x
  (~ +9 A^2 of apparent B). Measured on 5000 stills: the ramp flattens to 0.89x,
  no observation is dropped any more (701750 -> 716811), shell-mean CC1/2 and
  R-free improve slightly. Note CC1/2, R_meas, completeness and a B-refining
  R-free are all blind to that ramp, which is why it survived earlier validation;
  the cost is high-resolution R_meas (98.5 -> 101.9 shell-averaged).

Removed dead code from add-then-remove churn
- Prediction-time "still partiality" (unreachable: no setter), the phantom
  IndexingSettings::min_indexed_spot_fraction knob (getter, no setter - now the
  constant it always was), StillsPartialityRefine's caller-less Settings
  constructor and its reference to a long-gone env var, ProcessImage's unread
  bool return, an unused include, and a dead viewer overlay hook.

Also
- Viewer: the magnifier compared a QImage with itself, so its scene rect was set
  once ever and it could not pan into a larger dataset; the hover tail timer
  could fire after leaveEvent and resurrect the resolution readout outside the
  image.
- update_version.sh regenerated the frontend lock file BEFORE bumping the
  version (every release shipped an off-by-one lock), and did git rm/git add on
  a path that has not existed since the client moved to src/client - with no
  set -e, both failed silently.
- fpga/pcie_driver/postinstall.sh tested "[ ! occurrences > 0 ]", which is a
  redirect, not a test, so dkms add never ran.
- Unit tests for the adaptive-threshold host functions, which had none.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-27 09:07:00 +02:00
leonarski_fandClaude Opus 4.8 9fdeed282a Add fused GPU adaptive spot finder (azint + spot finding in one pass)
AdaptiveSpotFinderGPU does the per-resolution-ring reduction once on the GPU and
drives both products from it: the azimuthal-integration profile (corrected space)
and the self-calibrating adaptive spot-detection threshold (raw counts). This
replaces the separate GPU azint pass and the host-side adaptive spot finder that
runs on the GPU path today. On a ~4.5 MP detector it does both jobs in ~1 ms/frame
versus ~40 ms for the CPU adaptive finder (~42x), with an identical spot list and
azimuthal profile.

The per-ring threshold math (Poisson tail + read-floored Gaussian, operating point
from the false-pixels-per-frame knob) is factored into AdaptiveThreshold.h so the
CPU and GPU finders share one source of truth and cannot drift.

Wired opt-in via a MXAnalysisWithoutFPGA constructor flag, default on for the rugnux
offline path and the interactive viewer, off for the online receiver (so the broker
path is unchanged). When on, Analyze() skips the separate azint pass and lifts the
profile from the fused engine. The viewer gains an "Adaptive threshold" checkbox that
greys out the signal/noise and photon-count sliders (the adaptive finder uses neither).

Dedicated tests exercise both products (spot-finding parity vs the CPU finder,
azimuthal profile vs a standalone GPU azint) plus a speed benchmark. Validated
end-to-end on lysozyme serial stills: fused == CPU-adaptive index rate and merge stats.

Docs: new section 3.2 in docs/CPU_DATA_ANALYSIS.md.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-25 20:10:45 +02:00
leonarski_fandClaude Opus 4.8 014e43a4c9 Remove non-helping stills merge/scaling knobs
Trims three opt-in stills parameters that did not improve data quality on the
external-reference (PDB R-free) battery and only added code:

- --partiality-uncertainty: the (1-p)/p merge-sigma term was null on all four
  serial-stills datasets of the battery vs their reference structures (and
  neutral-to-harmful at higher coefficients); removed the flag, setting and
  CorrectedSigma term.
- --stills-modulation: the detector-plane flat-field surface was net-negative
  on flooded data; removed the flag, setting and MergeOnTheFly::RefineModulation
  (the rotation modulation in RotationScaleMerge is unaffected).
- --min-indexed-fraction: every value other than the 0.20 default collapsed
  CC1/2; removed the override flag/setter, keeping the fixed 0.20 acceptance
  floor.

Default behaviour is unchanged (all three were off / at their default).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-25 17:40:48 +02:00
leonarski_fandClaude Opus 4.8 503bd36738 Apply --min-image-cc merge-consistency filter on the stills merge path
The per-image CC-to-reference filter (--min-image-cc) was only honoured on
the rotation merge; the stills merge added every crystal unconditionally.
Extend it to stills so the flag is meaningful there too: on flooded frames
that produce many spurious lattices (large-cell serial data), the crystals
whose per-image CC to the reference falls below the limit are dropped,
keeping only the coherent ones in the merge.

Opt-in and default-off (limit 0 -> the loop passes cc_filter=false and the
merge is bit-identical to before), so no existing behaviour changes.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-24 08:41:48 +02:00
leonarski_fandClaude Opus 4.8 1a2b0181a5 Add physical partiality post-refinement for stills (default on)
Replace the frozen scalar-sigma stills partiality with a physical, refined model.
Per crystal, refine an orientation tilt (dpsi_x, dpsi_y) against the running merge
and recompute each reflection's partiality analytically from the refined geometry
(angular Ewald-proximity model, sigma(d*) = gamma_e*d*), with the per-crystal scale
G profiled out by the existing robust IRLS - no re-integration. A soft Gaussian
prior on dpsi tames weak-data overfit while staying inert on strong data. The
merge <-> refine loop iterates a few times.

This is now the stills default via ScalingSettings::stills_partiality_refine (on).
A single opt-out flag `--simple-stills` reverts to treating every reflection as a
full (p=1, single pass). Retires the experimental `--still-partiality` flag. The
viewer gains a "Partiality post-refinement (stills)" checkbox in Scaling settings.

Validated (integrate-once / --scale): CC1/2 and R_meas both improve on three
monochromatic serial-stills datasets (+2.8 / -10, +5.6 / -3.4, +2.1 / -4);
neutral on a pink-beam DMM set (already-full reflections); R-free/R-work down vs
a fixed model; competitive with CrystFEL partialator on matched frames.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-23 14:45:43 +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