From be50cc3291d9f1aa3e800f0a444bac6e0d3e5e8f Mon Sep 17 00:00:00 2001 From: Gui Maciel Pereira <80104863+GuiMacielPereira@users.noreply.github.com> Date: Fri, 13 Dec 2024 13:41:44 +0000 Subject: [PATCH] Use Minus() to subtract masses from total ncp (#150) * Use Minus to subtract masses from total ncp Using Minus algorithm makes sure that workspaces are compatible with each other, which is important for scientists when sometimes they have to subtract one workspace from another. It also improves readability of the code. * Update system tests for y-space fit Before overwriting the benchmarks I checked that my changes did not fail the previous system tests that were in place. Updated the inputs and the benchmarks of the system tests, because the previous inputs had workspaces that had unmatching units of Y and X. --- .gitignore | 3 +- src/mvesuvio/analysis_fitting.py | 72 +++++------------- .../analysis/benchmark/stored_yspace_fit.npz | Bin 96366 -> 0 bytes .../benchmark/stored_yspace_fit_GC.npz | Bin 96462 -> 0 bytes .../analysis/benchmark/yspace_gauss_test.npz | Bin 0 -> 96366 bytes .../analysis/benchmark/yspace_gc_test.npz | Bin 0 -> 96462 bytes tests/data/analysis/inputs/analysis_test.py | 7 ++ tests/data/analysis/inputs/wsFinal_ncp_0.nxs | Bin 127324 -> 0 bytes tests/data/analysis/inputs/wsFinal_ncp_1.nxs | Bin 128941 -> 0 bytes tests/data/analysis/inputs/wsFinal_ncp_2.nxs | Bin 118125 -> 0 bytes tests/data/analysis/inputs/wsFinal_ncp_3.nxs | Bin 128878 -> 0 bytes .../data/analysis/inputs/wsFinal_ncp_sum.nxs | Bin 339071 -> 0 bytes .../data/analysis/inputs/yspace_gauss_test.py | 7 ++ ...pec_164-175_iter_1_GC_MS.npz_ySpaceFit.npz | Bin 96366 -> 0 bytes tests/data/analysis/inputs/yspace_gc_test.py | 8 ++ ...pec_164-175_iter_1_GC_MS.npz_ySpaceFit.npz | Bin 96462 -> 0 bytes .../{wsFinal.nxs => yspace_tests_fwd_1.nxs} | Bin 642212 -> 599389 bytes .../inputs/yspace_tests_fwd_1_1.0079_ncp.nxs | Bin 0 -> 557925 bytes .../inputs/yspace_tests_fwd_1_total_ncp.nxs | Bin 0 -> 563931 bytes tests/system/analysis/test_yspace_fit.py | 26 ++++--- tests/system/analysis/test_yspace_fit_GC.py | 24 +++--- 21 files changed, 67 insertions(+), 80 deletions(-) delete mode 100644 tests/data/analysis/benchmark/stored_yspace_fit.npz delete mode 100644 tests/data/analysis/benchmark/stored_yspace_fit_GC.npz create mode 100644 tests/data/analysis/benchmark/yspace_gauss_test.npz create mode 100644 tests/data/analysis/benchmark/yspace_gc_test.npz delete mode 100644 tests/data/analysis/inputs/wsFinal_ncp_0.nxs delete mode 100644 tests/data/analysis/inputs/wsFinal_ncp_1.nxs delete mode 100644 tests/data/analysis/inputs/wsFinal_ncp_2.nxs delete mode 100644 tests/data/analysis/inputs/wsFinal_ncp_3.nxs delete mode 100644 tests/data/analysis/inputs/wsFinal_ncp_sum.nxs delete mode 100644 tests/data/analysis/inputs/yspace_gauss_test/output_files/spec_164-175_iter_1_GC_MS.npz_ySpaceFit.npz delete mode 100644 tests/data/analysis/inputs/yspace_gc_test/output_files/spec_164-175_iter_1_GC_MS.npz_ySpaceFit.npz rename tests/data/analysis/inputs/{wsFinal.nxs => yspace_tests_fwd_1.nxs} (59%) create mode 100644 tests/data/analysis/inputs/yspace_tests_fwd_1_1.0079_ncp.nxs create mode 100644 tests/data/analysis/inputs/yspace_tests_fwd_1_total_ncp.nxs diff --git a/.gitignore b/.gitignore index 50a2aeb0..c7ec6607 100644 --- a/.gitignore +++ b/.gitignore @@ -2,6 +2,5 @@ __pycache__/ *.py[cod] -src/vesuvio_analysis/core_functions/bootstrap_ws/ figures/ -tests/analysis/data/inputs/sample_test/output_files/ +tests/**/output_files/ diff --git a/src/mvesuvio/analysis_fitting.py b/src/mvesuvio/analysis_fitting.py index 55a63b09..2b6c13b0 100644 --- a/src/mvesuvio/analysis_fitting.py +++ b/src/mvesuvio/analysis_fitting.py @@ -23,18 +23,15 @@ def fitInYSpaceProcedure(yFitIC, IC, wsTOF): print(f"Workspace to fit {wsTOF} not found.") return - ncpForEachMass = extractNCPFromWorkspaces(wsTOF, IC) wsResSum, wsRes = calculateMantidResolutionFirstMass(IC, yFitIC, wsTOF) - wsTOFMass0 = subtractAllMassesExceptFirst(IC, wsTOF, ncpForEachMass) + wsTOFMass0 = subtract_profiles_except_lightest(IC, wsTOF) if yFitIC.subtractFSE: wsFSEMass0 = find_ws_name_fse_first_mass(IC) wsTOFMass0 = Minus(wsTOFMass0, wsFSEMass0, OutputWorkspace=wsTOFMass0.name() + "_fse") - wsJoY, wsJoYAvg = ySpaceReduction( - wsTOFMass0, IC.masses[0], yFitIC, ncpForEachMass[:, 0, :] - ) + wsJoY, wsJoYAvg = ySpaceReduction(wsTOFMass0, IC.masses[0], yFitIC, IC) if yFitIC.symmetrisationFlag: wsJoYAvg = symmetrizeWs(wsJoYAvg) @@ -69,34 +66,6 @@ def find_ws_name_fse_first_mass(ic): return ws_names_fse[np.argmin(ws_masses)] -def extractNCPFromWorkspaces(wsFinal, ic): - """Extra function to extract ncps from loaded ws in mantid.""" - - for ws_name in mtd.getObjectNames(): - if ws_name.startswith(ic.name+'_'+str(ic.noOfMSIterations)) and ws_name.endswith('ncp'): - - if 'total' in ws_name: - continue - - ws = mtd[ws_name] - dataY = ws.extractY()[np.newaxis, :, :] - try: - ncpForEachMass = np.append(ncpForEachMass, dataY, axis=0) - except UnboundLocalError: - ncpForEachMass = dataY - - # Ensure shape of ncp matches data - shape = ncpForEachMass.shape - assert shape[0] == len(ic.masses) - assert shape[1] == wsFinal.getNumberHistograms() - # Final dimension can be missing last col or not - assert (shape[2] == wsFinal.blocksize()) | (shape[2] == wsFinal.blocksize() - 1) - - ncpForEachMass = switchFirstTwoAxis(ncpForEachMass) # Organizes ncp by spectra - print("\nExtracted NCP profiles from workspaces.\n") - return ncpForEachMass - - def calculateMantidResolutionFirstMass(IC, yFitIC, ws): mass = IC.masses[0] @@ -125,36 +94,26 @@ def calculateMantidResolutionFirstMass(IC, yFitIC, ws): return wsResSum, mtd[resName] -def subtractAllMassesExceptFirst(ic, ws, ncpForEachMass): +def subtract_profiles_except_lightest(ic, ws): """ Isolates TOF data from first mass only. Input: ws containing TOF values, NCP for all mass profiles. Output: ws with all profiles except first subtracted. """ + if len(ic.masses) == 1: + return - ncpForEachMass = switchFirstTwoAxis(ncpForEachMass) - # Select all masses other than the first one - ncpForEachMassExceptFirst = ncpForEachMass[1:, :, :] - # Sum the ncpTotal for remaining masses - ncpTotalExceptFirst = np.sum(ncpForEachMassExceptFirst, axis=0) + ws_name_lightest_mass = ic.name + '_' + str(ic.noOfMSIterations) + '_' + str(min(ic.masses)) + '_ncp' + ws_name_profiles = ic.name + '_' + str(ic.noOfMSIterations) + '_total_ncp' - dataX, dataY, dataE = extractWS(ws) + wsNcpExceptFirst = Minus(mtd[ws_name_profiles], mtd[ws_name_lightest_mass], + OutputWorkspace=ws_name_profiles + '_except_lightest') - # Adjust for last column missing or not - dataY[:, : ncpTotalExceptFirst.shape[1]] -= ncpTotalExceptFirst + SumSpectra(wsNcpExceptFirst.name(), OutputWorkspace=wsNcpExceptFirst.name() + "_sum") - # Ignore any masked bins (columns) from initial ws - mask = np.all(ws.extractY() == 0, axis=0) - dataY[:, mask] = 0 - - wsSubMass = CloneWorkspace(InputWorkspace=ws, OutputWorkspace=ws.name() + "_m0") - passDataIntoWS(dataX, dataY, dataE, wsSubMass) - wsMask, maskList = ExtractMask(ws) - MaskDetectors(Workspace=wsSubMass, MaskedWorkspace=wsMask) - SumSpectra( - InputWorkspace=wsSubMass.name(), OutputWorkspace=wsSubMass.name() + "_Sum" - ) - return wsSubMass + wsFirstMass = Minus(ws, wsNcpExceptFirst, OutputWorkspace=ws.name()+"_m0") + SumSpectra(wsFirstMass.name(), OutputWorkspace=wsFirstMass.name() + "_sum") + return wsFirstMass def switchFirstTwoAxis(A): @@ -164,9 +123,12 @@ def switchFirstTwoAxis(A): return np.stack(np.split(A, len(A), axis=0), axis=2)[0] -def ySpaceReduction(wsTOF, mass0, yFitIC, ncp): +def ySpaceReduction(wsTOF, mass0, yFitIC, ic): """Seperate procedures depending on masking specified.""" + ws_name_lightest_mass = ic.name + '_' + str(ic.noOfMSIterations) + '_' + str(min(ic.masses)) + '_ncp' + ncp = mtd[ws_name_lightest_mass].extractY() + rebinPars = yFitIC.rebinParametersForYSpaceFit if 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b/tests/data/analysis/inputs/yspace_gauss_test.py @@ -6,8 +6,15 @@ ForwardAnalysisInputs.noOfMSIterations = 1 ForwardAnalysisInputs.firstSpec = 164 ForwardAnalysisInputs.lastSpec = 175 +ForwardAnalysisInputs.maskedSpecAllNo = [173, 174] ForwardAnalysisInputs.fit_in_y_space = True BackwardAnalysisInputs.fit_in_y_space = False ForwardAnalysisInputs.run_this_scattering_type = True BackwardAnalysisInputs.run_this_scattering_type = False YSpaceFitInputs.fitModel = "SINGLE_GAUSSIAN" + +if (__name__ == "__main__") or (__name__ == "mantidqt.widgets.codeeditor.execution"): + import mvesuvio + from pathlib import Path + mvesuvio.set_config(inputs_file=Path(__file__)) + mvesuvio.run() diff --git a/tests/data/analysis/inputs/yspace_gauss_test/output_files/spec_164-175_iter_1_GC_MS.npz_ySpaceFit.npz b/tests/data/analysis/inputs/yspace_gauss_test/output_files/spec_164-175_iter_1_GC_MS.npz_ySpaceFit.npz deleted file mode 100644 index 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b/tests/system/analysis/test_yspace_fit.py index 71c34f84..7dd4f124 100644 --- a/tests/system/analysis/test_yspace_fit.py +++ b/tests/system/analysis/test_yspace_fit.py @@ -1,5 +1,5 @@ from mvesuvio.main.run_routine import Runner -from mantid.simpleapi import Load +from mantid.simpleapi import Load, Plus, mtd, CreateWorkspace, CloneWorkspace from mantid.api import AnalysisDataService from pathlib import Path import numpy as np @@ -43,17 +43,19 @@ def get_current_result(cls): @classmethod def _load_workspaces(cls): AnalysisDataService.clear() - scriptName = handle_config.get_script_name() - wsFinal = Load( - str(cls._input_data_path / "wsFinal.nxs"), - OutputWorkspace=scriptName + "_fwd_1", + Load( + str(cls._input_data_path / "yspace_tests_fwd_1.nxs"), + OutputWorkspace="yspace_gauss_test_fwd_1" ) - for i in range(4): - fileName = "wsFinal_ncp_" + str(i) + ".nxs" - Load( - str(cls._input_data_path / fileName), - OutputWorkspace=wsFinal.name() + "_label" + str(i) +"_ncp", - ) + Load( + str(cls._input_data_path / "yspace_tests_fwd_1_total_ncp.nxs"), + OutputWorkspace="yspace_gauss_test_fwd_1_total_ncp" + ) + Load( + str(cls._input_data_path / "yspace_tests_fwd_1_1.0079_ncp.nxs"), + OutputWorkspace="yspace_gauss_test_fwd_1_1.0079_ncp" + ) + return @classmethod def _run(cls): @@ -63,7 +65,7 @@ def _run(cls): @classmethod def _load_benchmark_results(cls): - cls._benchmarkResults = np.load(str(cls._benchmark_path / "stored_yspace_fit.npz")) + cls._benchmarkResults = np.load(str(cls._benchmark_path / "yspace_gauss_test.npz")) class TestSymSumYSpace(unittest.TestCase): diff --git a/tests/system/analysis/test_yspace_fit_GC.py b/tests/system/analysis/test_yspace_fit_GC.py index 44788202..534ab767 100644 --- a/tests/system/analysis/test_yspace_fit_GC.py +++ b/tests/system/analysis/test_yspace_fit_GC.py @@ -43,17 +43,19 @@ def get_current_result(cls): @classmethod def _load_workspaces(cls): AnalysisDataService.clear() - scriptName = handle_config.get_script_name() - wsFinal = Load( - str(cls._input_data_path / "wsFinal.nxs"), - OutputWorkspace=scriptName + "_fwd_1", + Load( + str(cls._input_data_path / "yspace_tests_fwd_1.nxs"), + OutputWorkspace="yspace_gc_test_fwd_1" ) - for i in range(4): - fileName = "wsFinal_ncp_" + str(i) + ".nxs" - Load( - str(cls._input_data_path / fileName), - OutputWorkspace=wsFinal.name() + "_label" + str(i) +"_ncp", - ) + Load( + str(cls._input_data_path / "yspace_tests_fwd_1_total_ncp.nxs"), + OutputWorkspace="yspace_gc_test_fwd_1_total_ncp" + ) + Load( + str(cls._input_data_path / "yspace_tests_fwd_1_1.0079_ncp.nxs"), + OutputWorkspace="yspace_gc_test_fwd_1_1.0079_ncp" + ) + return @classmethod def _run(cls): @@ -64,7 +66,7 @@ def _run(cls): @classmethod def _load_benchmark_results(cls): cls._benchmarkResults = np.load( - str(cls._benchmark_path / "stored_yspace_fit_GC.npz") + str(cls._benchmark_path / "yspace_gc_test.npz") )