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Fix gram and adjoint of AdjointLinearOperator (#541)
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fzimmermann89 authored Nov 26, 2024
1 parent bf2859b commit 4111146
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7 changes: 1 addition & 6 deletions src/mrpro/operators/LinearOperator.py
Original file line number Diff line number Diff line change
Expand Up @@ -415,9 +415,4 @@ def adjoint(self, x: torch.Tensor) -> tuple[torch.Tensor,]:
@property
def H(self) -> LinearOperator: # noqa: N802
"""Adjoint of adjoint operator, i.e. original LinearOperator."""
return self.operator

@property
def gram(self) -> LinearOperator:
"""Gram operator."""
return self._operator.gram.H
return self._operator
6 changes: 6 additions & 0 deletions tests/operators/test_operators.py
Original file line number Diff line number Diff line change
Expand Up @@ -337,6 +337,12 @@ def test_sum_operator_multiple_adjoint():
dotproduct_adjointness_test(linear_op_sum, u, v)


def test_adjoint_of_adjoint():
"""Test that the adjoint of the adjoint is the original operator"""
a = DummyLinearOperator(RandomGenerator(7).complex64_tensor((3, 10)))
assert a.H.H is a


def test_gram_shortcuts():
"""Test that .gram for composition and scalar multiplication results in shortcuts."""

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3 comments on commit 4111146

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Coverage

Coverage Report
FileStmtsMissCoverMissing
src/mrpro/algorithms/csm
   inati.py24196%44
   walsh.py16194%34
src/mrpro/algorithms/dcf
   dcf_voronoi.py53492%15, 48–49, 76
src/mrpro/algorithms/optimizers
   adam.py20195%69
src/mrpro/algorithms/reconstruction
   DirectReconstruction.py281643%51–71, 85
   IterativeSENSEReconstruction.py13192%76
   Reconstruction.py502256%42, 54–56, 80–87, 104–113
   RegularizedIterativeSENSEReconstruction.py411759%96–100, 114–139
src/mrpro/data
   AcqInfo.py128398%26, 169, 207
   CsmData.py29390%15, 82–84
   DcfData.py45882%18, 66, 78–83
   IData.py67987%119, 125, 129, 159–167
   IHeader.py75791%75, 109, 127–131
   KHeader.py1531789%25, 119–123, 150, 199, 210, 217–218, 221, 228, 260–271
   KNoise.py311552%39–52, 56–61
   KTrajectory.py69593%178–182
   MoveDataMixin.py1401887%15, 113, 129, 143–145, 207, 323–325, 338, 417, 437–438, 440, 455–456, 458
   QData.py39782%42, 65–73
   Rotation.py6743595%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, 1690, 1846, 1881, 1885, 1996
   SpatialDimension.py2322191%34, 104, 141, 148, 154, 274–276, 289–291, 325, 343, 356, 369, 382, 395, 404–405, 420, 429
   acq_filters.py12192%47
src/mrpro/data/_kdata
   KData.py1341887%109–110, 125, 132, 142, 150, 204–205, 243, 248–249, 268–279
   KDataRemoveOsMixin.py29293%44, 46
   KDataSelectMixin.py19289%48, 63
   KDataSplitMixin.py48394%53, 84, 93
src/mrpro/data/traj_calculators
   KTrajectoryCalculator.py25292%23, 45
   KTrajectoryIsmrmrd.py13285%41, 50
   KTrajectoryPulseq.py29197%54
src/mrpro/operators
   CartesianSamplingOp.py89397%118, 157, 280
   ConstraintsOp.py60297%46, 48
   EndomorphOperator.py65297%228, 234
   FiniteDifferenceOp.py27293%40, 105
   FourierOp.py158398%263, 381, 386
   Functional.py71593%20–22, 117, 119
   GridSamplingOp.py136993%72–73, 82–83, 90–91, 94, 96, 98
   LinearOperator.py1681094%55, 91, 190, 220, 261, 270, 278, 287, 295, 320
   LinearOperatorMatrix.py1581690%82, 119, 152, 161, 166, 175–178, 191–194, 203, 215, 304, 331, 359
   MultiIdentityOp.py13285%43, 48
   Operator.py78297%25, 74
   ProximableFunctionalSeparableSum.py39392%50, 103, 110
   SliceProjectionOp.py173895%44, 61, 63, 69, 206, 227, 260, 300
   WaveletOp.py120596%152, 170, 205, 210, 233
   ZeroPadOp.py16194%30
src/mrpro/utils
   filters.py62297%44, 49
   slice_profiles.py46687%20, 36, 113–116, 149
   sliding_window.py34197%34
   split_idx.py10280%43, 47
   summarize_tensorvalues.py11918%20–29
   typing.py181139%8–23
   zero_pad_or_crop.py31681%26, 30, 54, 57, 60, 63
TOTAL486935293% 

Tests Skipped Failures Errors Time
2257 0 💤 0 ❌ 0 🔥 1m 58s ⏱️

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Coverage

Coverage Report
FileStmtsMissCoverMissing
src/mrpro/algorithms/csm
   inati.py24196%44
   walsh.py16194%34
src/mrpro/algorithms/dcf
   dcf_voronoi.py53492%15, 48–49, 76
src/mrpro/algorithms/optimizers
   adam.py20195%69
src/mrpro/algorithms/reconstruction
   DirectReconstruction.py281643%51–71, 85
   IterativeSENSEReconstruction.py13192%76
   Reconstruction.py502256%42, 54–56, 80–87, 104–113
   RegularizedIterativeSENSEReconstruction.py411759%96–100, 114–139
src/mrpro/data
   AcqInfo.py128398%26, 169, 207
   CsmData.py29390%15, 82–84
   DcfData.py45882%18, 66, 78–83
   IData.py67987%119, 125, 129, 159–167
   IHeader.py75791%75, 109, 127–131
   KHeader.py1531789%25, 119–123, 150, 199, 210, 217–218, 221, 228, 260–271
   KNoise.py311552%39–52, 56–61
   KTrajectory.py69593%178–182
   MoveDataMixin.py1401887%15, 113, 129, 143–145, 207, 323–325, 338, 417, 437–438, 440, 455–456, 458
   QData.py39782%42, 65–73
   Rotation.py6743595%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, 1690, 1846, 1881, 1885, 1996
   SpatialDimension.py2322191%34, 104, 141, 148, 154, 274–276, 289–291, 325, 343, 356, 369, 382, 395, 404–405, 420, 429
   acq_filters.py12192%47
src/mrpro/data/_kdata
   KData.py1341887%109–110, 125, 132, 142, 150, 204–205, 243, 248–249, 268–279
   KDataRemoveOsMixin.py29293%44, 46
   KDataSelectMixin.py19289%48, 63
   KDataSplitMixin.py48394%53, 84, 93
src/mrpro/data/traj_calculators
   KTrajectoryCalculator.py25292%23, 45
   KTrajectoryIsmrmrd.py13285%41, 50
   KTrajectoryPulseq.py29197%54
src/mrpro/operators
   CartesianSamplingOp.py89397%118, 157, 280
   ConstraintsOp.py60297%46, 48
   EndomorphOperator.py65297%228, 234
   FiniteDifferenceOp.py27293%40, 105
   FourierOp.py158398%263, 381, 386
   Functional.py71593%20–22, 117, 119
   GridSamplingOp.py136993%72–73, 82–83, 90–91, 94, 96, 98
   LinearOperator.py1681094%55, 91, 190, 220, 261, 270, 278, 287, 295, 320
   LinearOperatorMatrix.py1581690%82, 119, 152, 161, 166, 175–178, 191–194, 203, 215, 304, 331, 359
   MultiIdentityOp.py13285%43, 48
   Operator.py78297%25, 74
   ProximableFunctionalSeparableSum.py39392%50, 103, 110
   SliceProjectionOp.py173895%44, 61, 63, 69, 206, 227, 260, 300
   WaveletOp.py120596%152, 170, 205, 210, 233
   ZeroPadOp.py16194%30
src/mrpro/utils
   filters.py62297%44, 49
   slice_profiles.py46687%20, 36, 113–116, 149
   sliding_window.py34197%34
   split_idx.py10280%43, 47
   summarize_tensorvalues.py11918%20–29
   typing.py181139%8–23
   zero_pad_or_crop.py31681%26, 30, 54, 57, 60, 63
TOTAL486935293% 

Tests Skipped Failures Errors Time
2257 0 💤 0 ❌ 0 🔥 2m 2s ⏱️

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Coverage

Coverage Report
FileStmtsMissCoverMissing
src/mrpro/algorithms/csm
   inati.py24196%44
   walsh.py16194%34
src/mrpro/algorithms/dcf
   dcf_voronoi.py53492%15, 48–49, 76
src/mrpro/algorithms/optimizers
   adam.py20195%69
src/mrpro/algorithms/reconstruction
   DirectReconstruction.py281643%51–71, 85
   IterativeSENSEReconstruction.py13192%76
   Reconstruction.py502256%42, 54–56, 80–87, 104–113
   RegularizedIterativeSENSEReconstruction.py411759%96–100, 114–139
src/mrpro/data
   AcqInfo.py128398%26, 169, 207
   CsmData.py29390%15, 82–84
   DcfData.py45882%18, 66, 78–83
   IData.py67987%119, 125, 129, 159–167
   IHeader.py75791%75, 109, 127–131
   KHeader.py1531789%25, 119–123, 150, 199, 210, 217–218, 221, 228, 260–271
   KNoise.py311552%39–52, 56–61
   KTrajectory.py69593%178–182
   MoveDataMixin.py1401887%15, 113, 129, 143–145, 207, 323–325, 338, 417, 437–438, 440, 455–456, 458
   QData.py39782%42, 65–73
   Rotation.py6743595%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, 1690, 1846, 1881, 1885, 1996
   SpatialDimension.py2322191%34, 104, 141, 148, 154, 274–276, 289–291, 325, 343, 356, 369, 382, 395, 404–405, 420, 429
   acq_filters.py12192%47
src/mrpro/data/_kdata
   KData.py1341887%109–110, 125, 132, 142, 150, 204–205, 243, 248–249, 268–279
   KDataRemoveOsMixin.py29293%44, 46
   KDataSelectMixin.py19289%48, 63
   KDataSplitMixin.py48394%53, 84, 93
src/mrpro/data/traj_calculators
   KTrajectoryCalculator.py25292%23, 45
   KTrajectoryIsmrmrd.py13285%41, 50
   KTrajectoryPulseq.py29197%54
src/mrpro/operators
   CartesianSamplingOp.py89397%118, 157, 280
   ConstraintsOp.py60297%46, 48
   EndomorphOperator.py65297%228, 234
   FiniteDifferenceOp.py27293%40, 105
   FourierOp.py158398%263, 381, 386
   Functional.py71593%20–22, 117, 119
   GridSamplingOp.py136993%72–73, 82–83, 90–91, 94, 96, 98
   LinearOperator.py1681094%55, 91, 190, 220, 261, 270, 278, 287, 295, 320
   LinearOperatorMatrix.py1581690%82, 119, 152, 161, 166, 175–178, 191–194, 203, 215, 304, 331, 359
   MultiIdentityOp.py13285%43, 48
   Operator.py78297%25, 74
   ProximableFunctionalSeparableSum.py39392%50, 103, 110
   SliceProjectionOp.py173895%44, 61, 63, 69, 206, 227, 260, 300
   WaveletOp.py120596%152, 170, 205, 210, 233
   ZeroPadOp.py16194%30
src/mrpro/utils
   filters.py62297%44, 49
   slice_profiles.py46687%20, 36, 113–116, 149
   sliding_window.py34197%34
   split_idx.py10280%43, 47
   summarize_tensorvalues.py11918%20–29
   typing.py181139%8–23
   zero_pad_or_crop.py31681%26, 30, 54, 57, 60, 63
TOTAL486935293% 

Tests Skipped Failures Errors Time
2257 0 💤 0 ❌ 0 🔥 2m 10s ⏱️

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