Add apply_ to dataclasses

[fzimmermann89]

We will need an apply on our dataclasses, both for @ckolbPTB's work as well, and for the rearrangeind und indexing. As the _to already basically does an recursive apply with memorization, this refactors it such that the _apply can also be used with different functions.

[fzimmermann89]

Stack from ghstack (oldest at bottom):

• 496

• 490

• -> #489

• 488

[github-actions[bot]]

Coverage Report

File	Stmts	Miss	Cover	Missing
src/mrpro/algorithms/csm
inati.py	24	1	96%	44
walsh.py	16	1	94%	34
src/mrpro/algorithms/dcf
dcf_voronoi.py	53	4	92%	15, 48–49, 76
src/mrpro/algorithms/optimizers
adam.py	20	1	95%	69
src/mrpro/algorithms/reconstruction
DirectReconstruction.py	28	16	43%	51–71, 85
IterativeSENSEReconstruction.py	13	1	92%	76
Reconstruction.py	50	22	56%	42, 54–56, 80–87, 104–113
RegularizedIterativeSENSEReconstruction.py	41	17	59%	96–100, 114–139
src/mrpro/data
AcqInfo.py	161	2	99%	224, 262
CsmData.py	29	3	90%	15, 82–84
DcfData.py	45	8	82%	18, 66, 78–83
IData.py	67	9	87%	119, 125, 129, 159–167
IHeader.py	75	7	91%	75, 109, 127–131
KHeader.py	165	17	90%	25, 127–131, 158, 210, 221, 228–229, 232, 239, 278–289
KNoise.py	31	15	52%	39–52, 56–61
KTrajectory.py	69	5	93%	178–182
MoveDataMixin.py	137	19	86%	15, 113, 129, 143–145, 207, 273, 303–305, 318, 397, 417–418, 420, 435–436, 438
QData.py	39	7	82%	42, 65–73
Rotation.py	674	36	95%	100, 198, 335, 433, 477, 495, 581, 583, 592, 626, 628, 691, 768, 773, 776, 791, 808, 813, 889, 1077, 1082, 1085, 1109, 1113, 1240, 1242, 1250–1251, 1315, 1397, 1608, 1690, 1846, 1881, 1885, 1996
SpatialDimension.py	240	23	90%	34, 104, 119, 126, 132, 152, 162, 279–281, 294–296, 330, 348, 361, 374, 387, 400, 409–410, 425, 434
TrajectoryDescription.py	14	1	93%	23
acq_filters.py	10	1	90%	47
src/mrpro/data/_kdata
KData.py	105	16	85%	108–109, 118, 126, 180–181, 216, 221–222, 241–252
KDataRemoveOsMixin.py	29	2	93%	44, 46
KDataSelectMixin.py	21	2	90%	48, 64
KDataSplitMixin.py	49	3	94%	51, 81, 90
src/mrpro/data/traj_calculators
KTrajectoryCalculator.py	25	2	92%	23, 45
KTrajectoryIsmrmrd.py	13	2	85%	41, 50
KTrajectoryPulseq.py	29	1	97%	54
src/mrpro/operators
CartesianSamplingOp.py	50	9	82%	49–50, 55–56, 61–62, 88, 91, 114
ConstraintsOp.py	60	2	97%	46, 48
EndomorphOperator.py	65	2	97%	228, 234
FiniteDifferenceOp.py	27	2	93%	40, 105
FourierOp.py	77	1	99%	131
Functional.py	71	5	93%	20–22, 117, 119
GridSamplingOp.py	136	9	93%	72–73, 82–83, 90–91, 94, 96, 98
LinearOperator.py	161	12	93%	55, 91, 190, 220, 261, 270, 278, 287, 295, 306, 404, 409
MultiIdentityOp.py	13	2	85%	43, 48
Operator.py	78	2	97%	25, 74
ProximableFunctionalSeparableSum.py	39	3	92%	50, 103, 110
SliceProjectionOp.py	173	8	95%	44, 61, 63, 69, 206, 227, 260, 300
WaveletOp.py	120	5	96%	152, 170, 205, 210, 233
ZeroPadOp.py	16	1	94%	30
src/mrpro/utils
filters.py	62	2	97%	44, 49
modify_acq_info.py	17	1	94%	12
slice_profiles.py	46	6	87%	20, 36, 113–116, 149
sliding_window.py	34	1	97%	34
split_idx.py	10	2	80%	43, 47
summarize_tensorvalues.py	11	9	18%	20–29
typing.py	18	11	39%	8–23
zero_pad_or_crop.py	31	6	81%	26, 30, 54, 57, 60, 63
TOTAL	4578	345	92%

Tests	Skipped	Failures	Errors	Time
1916	0 :zzz:	0 :x:	0 :fire:	1m 38s :stopwatch:

[github-actions[bot]]

:books: Documentation

:file_folder: Download as zip :mag: View online

[fzimmermann89]

This might be moved outside the movedatamixin at some point, or the mixin will just become a baseclass for our datastuff. But for now, please already review as-if going int main as is.

[ckolbPTB]

I think it would be a good idea to add a test which especially verifies the memo-functionality

[fzimmermann89]

moved to #505