File: _api.py

package info (click to toggle)
python-rosettasciio 0.7.1-2
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 144,644 kB
  • sloc: python: 36,638; xml: 2,582; makefile: 20; ansic: 4
file content (1018 lines) | stat: -rw-r--r-- 40,919 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
# -*- coding: utf-8 -*-
# Copyright 2007-2023 The HyperSpy developers
#
# This file is part of RosettaSciIO.
#
# RosettaSciIO is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# RosettaSciIO is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with RosettaSciIO. If not, see <https://www.gnu.org/licenses/#GPL>.

# The details of the format were taken from
# https://www.biochem.mpg.de/doc_tom/TOM_Release_2008/IOfun/tom_mrcread.html
# and https://ami.scripps.edu/software/mrctools/mrc_specification.php

import logging
import os

import numpy as np

from rsciio._docstrings import (
    ENDIANESS_DOC,
    FILENAME_DOC,
    LAZY_DOC,
    RETURNS_DOC,
)
from rsciio.utils.elements import atomic_number2name
from rsciio.utils.tools import sarray2dict

_logger = logging.getLogger(__name__)


def get_spd_dtype_list(endianess="<"):
    """
    Get the data type list for an SPD map.
    Further information about the file format is available `here
    <https://github.com/hyperspy/rosettasciio/raw/57b114cc02a0cbe022f1c50c1d59779a44952685/docs/file_specification/edax/SpcMap-spd.file.format.pdf>`__.

    Table of header tags:
     - tag: 16 byte char array;    *File ID tag ("MAPSPECTRA_DATA")*
     - version: 4 byte long;       *File version*
     - nSpectra: 4 byte long;      *Number of spectra in file*
     - nPoints: 4 byte long;       *Number of map pixels in X direction*
     - nLines: 4 byte long;        *Number of map pixels in Y direction*
     - nChannels: 4 byte long;     *Number of channels per spectrum*
     - countBytes: 4 byte long;    *Number of count bytes per channel*
     - dataOffset: 4 byte long;    *File offset in bytes for data start*
     - nFrames: 4 byte long;       *Number of frames in live spectrum mapping*
     - fName: 120 byte char array; *File name of electron image acquired during mapping*


    Parameters
    ----------
    endianess : char
        Byte-order used to read the data.

    Returns
    -------
    dtype_list : list
        List of the data tags and data types that will be used by numpy to
        read an SPD file header.
    """
    end = endianess
    dtype_list = [
        ("tag", "16i1"),
        ("version", end + "i4"),
        ("nSpectra", end + "i4"),
        ("nPoints", end + "i4"),
        ("nLines", end + "u4"),
        ("nChannels", end + "u4"),
        ("countBytes", end + "u4"),
        ("dataOffset", end + "u4"),
        ("nFrames", end + "u4"),
        ("fName", end + "120i1"),
        ("filler", end + "V900"),
    ]
    return dtype_list


def __get_spc_header(f, endianess, load_all_spc):
    """
    Get the header of an spc file, checking for the file version as necessary

    Parameters
    ----------
    f : file
        A file object for the .spc file to be read (i.e. file should be
        already opened with ``open()``)
    endianess : char
        Byte-order of data to read
    load_all_spc : bool, Default=False
        Switch to control whether the complete .spc header is read, or just the
        important parts for import into HyperSpy.

    Returns
    -------
    spc_header : np.ndarray
        Array containing the binary information read from the .spc file
    """
    version = np.fromfile(f, dtype=[("version", "{}f4".format(endianess))], count=1)
    version = round(float(version.item()[0]), 2)  # convert to scalar
    f.seek(0)

    spc_header = np.fromfile(
        f,
        dtype=get_spc_dtype_list(
            load_all=load_all_spc, endianess=endianess, version=version
        ),
        count=1,
    )

    _logger.debug(" .spc version is {}".format(version))

    return spc_header


def get_spc_dtype_list(load_all=False, endianess="<", version=0.61):
    """
    Get the data type list for an SPC spectrum.
    Further information about the file format is available `here
    <https://github.com/hyperspy/rosettasciio/raw/57b114cc02a0cbe022f1c50c1d59779a44952685/docs/file_specification/edax/SPECTRUM-V70.pdf>`__.

    Parameters
    ----------
    load_all : bool
        Switch to control if all the data is loaded, or if just the
        important pieces of the signal will be read (speeds up loading time)
    endianess : char
        byte-order used to read the data
    version : float
        version of spc file to read (only 0.61 and 0.70 have been tested)
        Default is 0.61 to be as backwards-compatible as possible, but the
        file version can be read from the file anyway, so this parameter
        should always be set programmatically

    Table of header tags:
        - fVersion: 4 byte float; *File format Version*
        - aVersion: 4 byte float; *Application Version*
        - fileName: 8 array of 1 byte char; *File name w/o '.spc' extension (OLD)*
        - collectDateYear: 2 byte short; *Year the spectrum was collected*
        - collectDateDay: 1 byte char; *Day the spectrum was collected*
        - collectDateMon: 1 byte char; *Month the spectrum was collected*
        - collectTimeMin: 1 byte char; *Minute the spectrum was collected*
        - collectTimeHour: 1 byte char; *Hour the spectrum was collected*
        - collectTimeHund: 1 byte char; *Hundredth second the spectrum was collected*
        - collectTimeSec: 1 byte char; *Second the spectrum was collected*
        - fileSize: 4 byte long; *Size of spectrum file in bytes*
        - dataStart: 4 byte long; *Start of spectrum data in bytes offset from 0 of file*
        - numPts: 2 byte short; *Number of spectrum pts*
        - intersectingDist: 2 byte short; *Intersecting distance * 100 (mm)*
        - workingDist: 2 byte short; *Working distance * 100*
        - scaleSetting: 2 byte short; *Scale setting distance * 100*

        - filler1: 24 byte;

        - spectrumLabel: 256 array of 1 byte char; *Type label for spectrum, 0-39=material type, 40-255=sample*
        - imageFilename: 8 array of 1 byte char; *Parent Image filename*
        - spotX: 2 byte short; *Spot X  in parent image file*
        - spotY: 2 byte short; *Spot Y in parent image file*
        - imageADC: 2 byte short; *Image ADC value 0-4095*
        - discrValues: 5 array of 4 byte long; *Analyzer Discriminator Values*
        - discrEnabled: 5 array of 1 byte unsigned char; *Discriminator Flags (0=Disabled,1=Enabled)*
        - pileupProcessed: 1 byte char; *Pileup Processed Flag (0=No PU,1=Static PU, 2=Dynamic PU,...)*
        - fpgaVersion: 4 byte long; *Firmware Version.*
        - pileupProcVersion: 4 byte long; *Pileup Processing Software Version*
        - NB5000CFG: 4 byte long; *Defines Hitachi NB5000 Dual Stage Cfg 0=None, 10=Eucentric Crossx,11= Eucentric Surface 12= Side Entry - Side 13 = Side Entry - Top*

        - filler2: 12 byte;

        - evPerChan: 4 byte long; *EV/channel*
        - ADCTimeConstant: 2 byte short; *ADC Time constant*
        - analysisType: 2 byte short; *Preset mode 1=clock, 2=count, 3=none, 4=live, 5=resume*
        - preset: 4 byte float; *Analysis Time Preset value*
        - maxp: 4 byte long; *Maximum counts of the spectrum*
        - maxPeakCh: 4 byte long; *Max peak channel number*
        - xRayTubeZ: 2 byte short; *XRF*
        - filterZ: 2 byte short; *XRF*
        - current: 4 byte float; *XRF*
        - sampleCond: 2 byte short; *XRF Air= 0, Vacuum= 1, Helium= 2*
        - sampleType: 2 byte short; *Bulk or thin*
        - xrayCollimator: 2 byte unsigned short; *0=None, 1=Installed*
        - xrayCapilaryType: 2 byte unsigned short; *0=Mono, 1=Poly*
        - xrayCapilarySize: 2 byte unsigned short; *Range : 20 – 5000 Microns*
        - xrayFilterThickness: 2 byte unsigned short; *Range : 0 – 10000 Microns*
        - spectrumSmoothed: 2 byte unsigned short; *1= Spectrum Smoothed, Else 0*
        - detector_Size_SiLi: 2 byte unsigned short; *Eagle Detector 0=30mm, 1=80mm*
        - spectrumReCalib: 2 byte unsigned short; *1= Peaks Recalibrated, Else 0*
        - eagleSystem: 2 byte unsigned short; *0=None, 2=Eagle2, 3=Eagle3, 4-Xscope*
        - sumPeakRemoved: 2 byte unsigned short; *1= Sum Peaks Removed, Else 0*
        - edaxSoftwareType: 2 byte unsigned short; *1= Team Spectrum, Else 0*

        - filler3: 6 byte;

        - escapePeakRemoved: 2 byte unsigned short; *1=Escape Peak Was Removed, Else 0*
        - analyzerType: 4 byte unsigned long; *Hardware type 1=EDI1, 2=EDI2, 3=DPP2, 31=DPP-FR, 32=DPP-FR2, 4=DPP3, 5= APOLLO XLT/XLS/DPP-4 (EDPP)*
        - startEnergy: 4 byte float; *Starting energy of spectrum*
        - endEnergy: 4 byte float; *Ending energy of spectrum*
        - liveTime: 4 byte float; *LiveTime*
        - tilt: 4 byte float; *Tilt angle*
        - takeoff: 4 byte float; *Take off angle*
        - beamCurFact: 4 byte float; *Beam current factor*
        - detReso: 4 byte float; *Detector resolution*
        - detectType: 4 byte unsigned long; *Detector Type: 1=Std-BE, 2=UTW, 3=Super UTW, 4=ECON 3/4 Open, 5=ECON 3/4 Closed, 6=ECON 5/6 Open, 7=ECON 5/6 Closed, 8=TEMECON; Add + 10 For Sapphire SiLi Detectors, (11-18), which started shipping in 1996. 30 = APOLLO 10 SDD, 31=APOLLO XV, 32 = APOLLO 10+, 40 = APOLLO 40 SDD ,50 = APOLLO-X, 51=APOLLO-XP, 52 = APOLLO-XL, 53 = APOLLO XL-XRF, 60 =APOLLO-XLT-LS, 61 =APOLLO-XLT-NW, 62 =APOLLO-XLT-SUTW*
        - parThick: 4 byte float; *Parlodion light shield thickness*
        - alThick: 4 byte float; *Aluminum light shield thickness*
        - beWinThick: 4 byte float; *Be window thickness*
        - auThick: 4 byte float; *Gold light shield thickness*
        - siDead: 4 byte float; *Si dead layer thickness*
        - siLive: 4 byte float; *Si live layer thickness*
        - xrayInc: 4 byte float; *X-ray incidence angle*
        - azimuth: 4 byte float; *Azimuth angle of detector*
        - elevation: 4 byte float; *Elevation angle of detector*
        - bCoeff: 4 byte float; *K-line B coefficient*
        - cCoeff: 4 byte float; *K-line C coefficient*
        - tailMax: 4 byte float; *Tail function maximum channel*
        - tailHeight: 4 byte float; *Tail height adjustment percentage*
        - kV: 4 byte float; *Acc voltage*
        - apThick: 4 byte float; *Ap window thickness*
        - xTilt: 4 byte float; *x tilt angle for mDX*
        - yTilt: 4 byte float; *y tilt angle for mDX*
        - yagStatus: 4 byte unsigned long; *0 = N/A, 1 = YAG OUT, 2 = YAG IN*

        - filler4: 24 byte;

        - rawDataType: 2 byte unsigned short; *TEM or SEM data*
        - totalBkgdCount: 4 byte float; *Accumulated background counts*
        - totalSpectralCount: 4 byte unsigned long; *Accumulated spectrum counts*
        - avginputCount: 4 byte float; *Average spectral counts*
        - stdDevInputCount: 4 byte float; *Standard deviation of spectral counts*
        - peakToBack: 2 byte unsigned short; *Peak to background setting. 0 = off, 1 = low, 2 = medium, 3 = high, 4 = user selected*
        - peakToBackValue: 4 byte float; *Peak to back value*

        - filler5: 38 byte;

        - numElem: 2 byte short; *Number of peak id elements 0-48*
        - at: 48 array of 2 byte unsigned short; *atomic numbers for peak id elems*
        - line: 48 array of 2 byte unsigned short; *line numbers for peak id elems*
        - energy: 48 array of 4 byte float; *float energy of identified peaks*
        - height: 48 array of 4 byte unsigned long; *height in counts of id' ed peaks*
        - spkht: 48 array of 2 byte short; *sorted peak height of id' ed peaks*

        - filler5_1: 30 byte;

        - numRois: 2 byte short; *Number of ROI's defined 0-48*
        - st: 48 array of 2 byte short; *Start channel # for each ROI*
        - end: 48 array of 2 byte short; *End channel # for each ROI*
        - roiEnable: 48 array of 2 byte short; *ROI enable/disable flags*
        - roiNames: (24 x 8) array of 1 byte char; *8 char name for eah ROI*

        - filler5_2: 1 byte;

        - userID: 80 array of 1 byte char; *User ID (Vision S/W) - Overlapping*

        - filler5_3: 111 byte;

        - sRoi: 48 array of 2 byte short; *sorted ROI heights*
        - scaNum: 48 array of 2 byte short; *SCA number assigned for each ROI*

        - filler6: 12 byte;

        - backgrdWidth: 2 byte short; *Background width*
        - manBkgrdPerc: 4 byte float; *Percentage to move manual background down*
        - numBkgrdPts: 2 byte short; *Number of background points (2-64)*
        - backMethod: 4 byte unsigned long; *Background method 1=auto, 2=manual*
        - backStEng: 4 byte float; *Starting energy of background*
        - backEndEng: 4 byte float; *Ending energy of background*
        - bg: 64 array of 2 byte short; *Channel # of background point*
        - bgType: 4 byte unsigned long; *Background type. 1 = curve, 2 = linear.*
        - concenKev1: 4 byte float; *First concentration background point*
        - concenKev2: 4 byte float; *Second concentration background point*
        - concenMethod: 2 byte short; *0 = Off, 1 = On*
        - jobFilename: 32 array of 1 byte char; *Vision Job Filename*

        - filler7: 16 byte;

        - numLabels: 2 byte short; *Number of displayed labels*
        - label: (10 x 32) array 1 byte char; *32 character labels on the spectrum*
        - labelx: 10 array of 2 byte short; *x position of label in terms of channel #*
        - labely: 10 array of 4 byte long; *y position of label in terms of counts*
        - zListFlag: 4 byte long; *Flag to indicate if Z List was written*
        - bgPercents: 64 array of 4 byte float; *Percentage to move background point up and down.*
        - IswGBg: 2 byte short; *= 1 if new backgrd pts exist*
        - BgPoints: 5 array of 4 byte float; *Background points*
        - IswGConc: 2 byte short; *= 1 if given concentrations exist*
        - numConcen: 2 byte short; *Number of elements (up to 24)*
        - ZList: 24 array of 2 byte short; *Element list for which given concentrations exist*
        - GivenConc: 24 array of 4 byte float; *Given concentrations for each element in Zlist*

        - filler8: 598 byte;

        - s: 4096 array of 4 byte long; *counts for each channel*
        - longFileName: 256 array of 1 byte char; *Long filename for 32 bit version*
        - longImageFileName: 256 array of 1 byte char; *Associated long image file name*
        - ADCTimeConstantNew: 4 byte float; *Time constant: 2.5… 100 OR 1.6… 102.4 us*

        # the following datatypes are only included for version 0.70:

        - filler9: 60 byte;

        - numZElements: 2 byte short; *number of Z List elements for quant*
        - zAtoms: 48 array of 2 byte short; *Z List Atomic numbers*
        - zShells: 48 array of 2 byte short; *Z List Shell numbers*

    Returns
    -------
    dtype_list : list
        List of the data tags and data types that will be used by numpy to
        read an SPC file header.
    """
    end = endianess
    # important parameters are marked by "**" in comment
    if load_all:
        dtype_list = [  # data offset (bytes)
            ("fVersion", end + "f4"),  # 0
            ("aVersion", end + "f4"),  # 4
            ("fileName", "8i1"),  # 8
            ("collectDateYear", end + "i2"),  # 16
            ("collectDateDay", end + "i1"),  # 17
            ("collectDateMon", end + "i1"),
            ("collectTimeMin", end + "i1"),
            ("collectTimeHour", end + "i1"),
            ("collectTimeHund", end + "i1"),
            ("collectTimeSec", end + "i1"),
            ("fileSize", end + "i4"),  # 24
            ("dataStart", end + "i4"),  # 28
            ("numPts", end + "i2"),  # 32
            ("intersectingDist", end + "i2"),  # 34
            ("workingDist", end + "i2"),  # 36
            ("scaleSetting", end + "i2"),  # 38
            ("filler1", "V24"),  # 40
            ("spectrumLabel", "256i1"),  # 64
            ("imageFilename", "8i1"),  # 320
            ("spotX", end + "i2"),  # 328
            ("spotY", end + "i2"),  # 330
            ("imageADC", end + "i2"),  # 332
            ("discrValues", end + "5i4"),  # 334
            ("discrEnabled", end + "5i1"),  # 354
            ("pileupProcessed", end + "i1"),  # 359
            ("fpgaVersion", end + "i4"),  # 360
            ("pileupProcVersion", end + "i4"),  # 364
            ("NB5000CFG", end + "i4"),  # 368
            ("filler2", "V12"),  # 380
            ("evPerChan", end + "i4"),  # 384 **
            ("ADCTimeConstant", end + "i2"),  # 388
            ("analysisType", end + "i2"),  # 390
            ("preset", end + "f4"),  # 392
            ("maxp", end + "i4"),  # 396
            ("maxPeakCh", end + "i4"),  # 400
            ("xRayTubeZ", end + "i2"),  # 404
            ("filterZ", end + "i2"),  # 406
            ("current", end + "f4"),  # 408
            ("sampleCond", end + "i2"),  # 412
            ("sampleType", end + "i2"),  # 414
            ("xrayCollimator", end + "u2"),  # 416
            ("xrayCapilaryType", end + "u2"),  # 418
            ("xrayCapilarySize", end + "u2"),  # 420
            ("xrayFilterThickness", end + "u2"),  # 422
            ("spectrumSmoothed", end + "u2"),  # 424
            ("detector_Size_SiLi", end + "u2"),  # 426
            ("spectrumReCalib", end + "u2"),  # 428
            ("eagleSystem", end + "u2"),  # 430
            ("sumPeakRemoved", end + "u2"),  # 432
            ("edaxSoftwareType", end + "u2"),  # 434
            ("filler3", "V6"),  # 436
            ("escapePeakRemoved", end + "u2"),  # 442
            ("analyzerType", end + "u4"),  # 444
            ("startEnergy", end + "f4"),  # 448 **
            ("endEnergy", end + "f4"),  # 452
            ("liveTime", end + "f4"),  # 456 **
            ("tilt", end + "f4"),  # 460 **
            ("takeoff", end + "f4"),  # 464
            ("beamCurFact", end + "f4"),  # 468
            ("detReso", end + "f4"),  # 472 **
            ("detectType", end + "u4"),  # 476
            ("parThick", end + "f4"),  # 480
            ("alThick", end + "f4"),  # 484
            ("beWinThick", end + "f4"),  # 488
            ("auThick", end + "f4"),  # 492
            ("siDead", end + "f4"),  # 496
            ("siLive", end + "f4"),  # 500
            ("xrayInc", end + "f4"),  # 504
            ("azimuth", end + "f4"),  # 508 **
            ("elevation", end + "f4"),  # 512 **
            ("bCoeff", end + "f4"),  # 516
            ("cCoeff", end + "f4"),  # 520
            ("tailMax", end + "f4"),  # 524
            ("tailHeight", end + "f4"),  # 528
            ("kV", end + "f4"),  # 532 **
            ("apThick", end + "f4"),  # 536
            ("xTilt", end + "f4"),  # 540
            ("yTilt", end + "f4"),  # 544
            ("yagStatus", end + "u4"),  # 548
            ("filler4", "V24"),  # 552
            ("rawDataType", end + "u2"),  # 576
            ("totalBkgdCount", end + "f4"),  # 578
            ("totalSpectralCount", end + "u4"),  # 582
            ("avginputCount", end + "f4"),  # 586
            ("stdDevInputCount", end + "f4"),  # 590
            ("peakToBack", end + "u2"),  # 594
            ("peakToBackValue", end + "f4"),  # 596
            ("filler5", "V38"),  # 600
            ("numElem", end + "i2"),  # 638 **
            ("at", end + "48u2"),  # 640 **
            ("line", end + "48u2"),  # 736
            ("energy", end + "48f4"),  # 832
            ("height", end + "48u4"),  # 1024
            ("spkht", end + "48i2"),  # 1216
            ("filler5_1", "V30"),  # 1312
            ("numRois", end + "i2"),  # 1342
            ("st", end + "48i2"),  # 1344
            ("end", end + "48i2"),  # 1440
            ("roiEnable", end + "48i2"),  # 1536
            ("roiNames", "(24,8)i1"),  # 1632
            ("filler5_2", "V1"),  # 1824
            ("userID", "80i1"),  # 1825
            ("filler5_3", "V111"),  # 1905
            ("sRoi", end + "48i2"),  # 2016
            ("scaNum", end + "48i2"),  # 2112
            ("filler6", "V12"),  # 2208
            ("backgrdWidth", end + "i2"),  # 2220
            ("manBkgrdPerc", end + "f4"),  # 2222
            ("numBkgrdPts", end + "i2"),  # 2226
            ("backMethod", end + "u4"),  # 2228
            ("backStEng", end + "f4"),  # 2232
            ("backEndEng", end + "f4"),  # 2236
            ("bg", end + "64i2"),  # 2240
            ("bgType", end + "u4"),  # 2368
            ("concenKev1", end + "f4"),  # 2372
            ("concenKev2", end + "f4"),  # 2376
            ("concenMethod", end + "i2"),  # 2380
            ("jobFilename", end + "32i1"),  # 2382
            ("filler7", "V16"),  # 2414
            ("numLabels", end + "i2"),  # 2430
            ("label", end + "(10,32)i1"),  # 2432
            ("labelx", end + "10i2"),  # 2752
            ("labely", end + "10i4"),  # 2772
            ("zListFlag", end + "i4"),  # 2812
            ("bgPercents", end + "64f4"),  # 2816
            ("IswGBg", end + "i2"),  # 3072
            ("BgPoints", end + "5f4"),  # 3074
            ("IswGConc", end + "i2"),  # 3094
            ("numConcen", end + "i2"),  # 3096
            ("ZList", end + "24i2"),  # 3098
            ("GivenConc", end + "24f4"),  # 3146
            ("filler8", "V598"),  # 3242
            ("s", end + "4096i4"),  # 3840
            ("longFileName", end + "256i1"),  # 20224
            ("longImageFileName", end + "256i1"),  # 20480
        ]

        if version >= 0.7:
            dtype_list.extend(
                [
                    ("ADCTimeConstantNew", end + "f4"),  # 20736
                    ("filler9", "V60"),  # 20740
                    ("numZElements", end + "i2"),  # 20800
                    ("zAtoms", end + "48i2"),  # 20802
                    ("zShells", end + "48i2"),  # 20898
                ]
            )

    else:
        dtype_list = [
            ("filler1", "V28"),  # 0
            ("dataStart", end + "i4"),  # 28
            ("numPts", end + "i2"),  # 32 **
            ("filler1_1", "V350"),  # 34
            ("evPerChan", end + "i4"),  # 384 **
            ("filler2", "V60"),  # 388
            ("startEnergy", end + "f4"),  # 448 **
            ("endEnergy", end + "f4"),  # 452
            ("liveTime", end + "f4"),  # 456 **
            ("tilt", end + "f4"),  # 460 **
            ("filler3", "V8"),  # 464
            ("detReso", end + "f4"),  # 472 **
            ("filler4", "V32"),  # 476
            ("azimuth", end + "f4"),  # 508 **
            ("elevation", end + "f4"),  # 512 **
            ("filler5", "V16"),  # 516
            ("kV", end + "f4"),  # 532 **
            ("filler6", "V102"),  # 536
            ("numElem", end + "i2"),  # 638 **
            ("at", end + "48u2"),  # 640 **
            ("filler7", "V20004"),  # 736
        ]
    return dtype_list


def __get_ipr_header(f, endianess):
    """
    Get the header of an spc file, checking for the file version as necessary

    Parameters
    ----------
    f : file
        A file object for the .spc file to be read (i.e. file should be
        already opened with ``open()``)
    endianess : char
        Byte-order of data to read

    Returns
    -------
    ipr_header : np.ndarray
        Array containing the binary information read from the .ipr file
    """
    version = np.fromfile(f, dtype=[("version", "{}i2".format(endianess))], count=1)
    version = version.item()[0]  # convert to scalar
    f.seek(0)
    _logger.debug(" .ipr version is {}".format(version))

    ipr_header = np.fromfile(
        f, dtype=get_ipr_dtype_list(endianess=endianess, version=version), count=1
    )

    return ipr_header


def get_ipr_dtype_list(endianess="<", version=333):
    """
    Get the data type list for an IPR image description file.
    Further information about the file format is available `here
    <https://github.com/hyperspy/rosettasciio/raw/57b114cc02a0cbe022f1c50c1d59779a44952685/docs/file_specification/edax/ImageIPR.pdf>`__.

    Table of header tags:

        -  version: 2 byte unsigned short; *Current version number: 334*
        -  imageType: 2 byte unsigned short; *0=empty; 1=electron; 2=xmap; 3=disk; 4=overlay*
        -  label: 8 byte char array; *Image label*
        -  sMin: 2 byte unsigned short; *Min collected signal*
        -  sMax: 2 byte unsigned short; *Max collected signal*
        -  color: 2 byte unsigned short; *color: 0=gray; 1=R; 2=G; 3=B; 4=Y; 5=M; 6=C; 8=overlay*
        -  presetMode: 2 byte unsigned short; *0=clock; 1=live*
        -  presetTime: 4 byte unsigned long; *Dwell time for x-ray (millisec)*
        -  dataType: 2 byte unsigned short; *0=ROI;  1=Net intensity; 2=K ratio; 3=Wt%;  4=Mthin2*
        -  timeConstantOld: 2 byte unsigned short; *Amplifier pulse processing time [usec]*
        -  reserved1: 2 byte short; *Not used*
        -  roiStartChan: 2 byte unsigned short; *ROI starting channel*
        -  roiEndChan: 2 byte unsigned short; *ROI ending channel*
        -  userMin: 2 byte short; *User Defined Min signal range*
        -  userMax: 2 byte short; *User Defined Max signal range*
        -  iADC: 2 byte unsigned short; *Electron detector number: 1; 2; 3; 4*
        -  reserved2: 2 byte short; *Not used*
        -  iBits: 2 byte unsigned short; *conversion type: 8; 12 (not used)*
        -  nReads: 2 byte unsigned short; *No. of reads per point*
        -  nFrames: 2 byte unsigned short; *No. of frames averaged (not used)*
        -  fDwell: 4 byte float; *Dwell time (not used)*
        -  accV: 2 byte unsigned short; *V_acc in units of 100V*
        -  tilt: 2 byte short; *Sample tilt [deg]*
        -  takeoff: 2 byte short; *Takeoff angle [deg]*
        -  mag: 4 byte unsigned long; *Magnification*
        -  wd: 2 byte unsigned short; *Working distance [mm]*
        -  mppX: 4 byte float; *Microns per pixel in X direction*
        -  mppY: 4 byte float; *Microns per pixel in Y direction*
        -  nTextLines: 2 byte unsigned short; *No. of comment lines*
        -  charText: (4 x 32) byte character array; *Comment text*
        -  reserved3: 4 byte float; *Not used*
        -  nOverlayElements: 2 byte unsigned short; *No. of overlay elements*
        -  overlayColors: 16 array of 2 byte unsigned short; *Overlay colors*

    These two are specific to V334 of the file format, and are omitted
    for compatibility with V333 of the IPR format:

        -  timeConstantNew: 4 byte float; *Amplifier time constant [usec]*
        -  reserved4: 2 array of 4 byte float; *Not used*


    Parameters
    ----------
    endianess : char
        byte-order used to read the data
    version : float
        version of .ipr file to read (only 333 and 334 have been tested)
        Default is 333 to be as backwards-compatible as possible, but the
        file version can be read from the file anyway, so this parameter
        should always be set programmatically

    Returns
    -------
    dtype_list : list
        List of the data tags and data types that will be used by numpy to
        read an IPR file.
    """
    end = endianess
    dtype_list = [
        ("version", end + "u2"),
        ("imageType", end + "u2"),
        ("label", end + "S8"),
        ("sMin", end + "u2"),
        ("sMax", end + "u2"),
        ("color", end + "u2"),
        ("presetMode", end + "u2"),
        ("presetTime", end + "u4"),
        ("dataType", end + "u2"),
        ("timeConstantOld", end + "u2"),
        ("reserved1", end + "i2"),
        ("roiStartChan", end + "u2"),
        ("roiEndChan", end + "u2"),
        ("userMin", end + "i2"),
        ("userMax", end + "i2"),
        ("iADC", end + "u2"),
        ("reserved2", end + "i2"),
        ("iBits", end + "u2"),
        ("nReads", end + "u2"),
        ("nFrames", end + "u2"),
        ("fDwell", end + "f4"),
        ("accV", end + "u2"),
        ("tilt", end + "i2"),
        ("takeoff", end + "i2"),
        ("mag", end + "u4"),
        ("wd", end + "u2"),
        ("mppX", end + "f4"),
        ("mppY", end + "f4"),
        ("nTextLines", end + "u2"),
        ("charText", end + "4S32"),
        ("reserved3", end + "4f4"),
        ("nOverlayElements", end + "u2"),
        ("overlayColors", end + "16u2"),
    ]

    if version >= 334:
        dtype_list.extend(
            [
                ("timeConstantNew", end + "f4"),
                ("reserved4", end + "2f4"),
            ]
        )

    return dtype_list


def _add_spc_metadata(metadata, spc_header):
    """
    Return metadata with information from the .spc header added

    Parameters
    ----------
    metadata : dict
        current metadata of signal without spectral calibration information
        added
    spc_header : dict
        header of .spc file that contains spectral information such as
        azimuth and elevation angles, energy resolution, etc.

    Returns
    -------
    metadata : dict
        copy of original dictionary with spectral calibration added
    """
    metadata["Acquisition_instrument"] = {
        "SEM": {
            "Detector": {
                "EDS": {
                    "azimuth_angle": spc_header["azimuth"],
                    "elevation_angle": spc_header["elevation"],
                    "energy_resolution_MnKa": spc_header["detReso"],
                    "live_time": spc_header["liveTime"],
                }
            },
            "beam_energy": spc_header["kV"],
            "Stage": {"tilt_alpha": spc_header["tilt"]},
        }
    }

    # Get elements stored in spectrum:
    num_elem = spc_header["numElem"]
    if num_elem > 0:
        element_list = sorted(
            [atomic_number2name[i] for i in spc_header["at"][:num_elem]]
        )
        metadata["Sample"] = {"elements": element_list}
        _logger.info(
            " Elemental information found in the spectral metadata "
            "was added to the signal.\n"
            "Elements found were: {}\n".format(element_list)
        )

    return metadata


def spc_reader(filename, lazy=False, endianess="<", load_all_spc=False, **kwds):
    """
    Read data from an SPC spectrum specified by filename.

    Parameters
    ----------
    %s
    %s
    %s
    load_all_spc : bool, Default=False
        Switch to control whether the complete .spc header is read, or just the
        important parts for import into RosettaSciIO.
    **kwds
        Remaining arguments are passed to the Numpy ``memmap`` function

    %s
    """
    with open(filename, "rb") as f:
        _logger.debug(" Reading {}".format(filename))
        spc_header = __get_spc_header(f, endianess, load_all_spc)

        spc_dict = sarray2dict(spc_header)
        original_metadata = {"spc_header": spc_dict}

        nz = original_metadata["spc_header"]["numPts"]
        data_offset = original_metadata["spc_header"]["dataStart"]

        mode = kwds.pop("mode", "c")
        if lazy:
            mode = "r"

        # Read data from file into a numpy memmap object
        data = np.memmap(
            f, mode=mode, offset=data_offset, dtype="u4", shape=(1, nz), **kwds
        ).squeeze()

    # create the energy axis dictionary:
    energy_axis = {
        "size": data.shape[0],
        "index_in_array": 0,
        "name": "Energy",
        "scale": original_metadata["spc_header"]["evPerChan"] / 1000.0,
        "offset": original_metadata["spc_header"]["startEnergy"],
        "units": "keV",
        "navigate": False,
    }

    # Assign metadata for spectrum:
    metadata = {
        "General": {
            "original_filename": os.path.split(filename)[1],
            "title": "EDS Spectrum",
        },
        "Signal": {
            "signal_type": "EDS_SEM",
        },
    }
    metadata = _add_spc_metadata(metadata, spc_dict)

    dictionary = {
        "data": data,
        "axes": [energy_axis],
        "metadata": metadata,
        "original_metadata": original_metadata,
    }

    return [
        dictionary,
    ]


spc_reader.__doc__ %= (FILENAME_DOC, LAZY_DOC, ENDIANESS_DOC, RETURNS_DOC)


def spd_reader(
    filename,
    lazy=False,
    endianess="<",
    spc_fname=None,
    ipr_fname=None,
    load_all_spc=False,
    **kwds,
):
    """
    Read data from an SPD spectral map specified by filename.

    Parameters
    ----------
    %s
    %s
    %s
    spc_fname : None or str
        Name of file from which to read the spectral calibration. If data
        was exported fully from EDAX TEAM software, an .spc file with the
        same name as the .spd should be present.
        If `None`, the default filename will be searched for.
        Otherwise, the name of the .spc file to use for calibration can
        be explicitly given as a string.
    ipr_fname : None or str
        Name of file from which to read the spatial calibration. If data
        was exported fully from EDAX TEAM software, an .ipr file with the
        same name as the .spd (plus a "_Img" suffix) should be present.
        If `None`, the default filename will be searched for.
        Otherwise, the name of the .ipr file to use for spatial calibration
        can be explicitly given as a string.
    load_all_spc : bool, Default=False
        Switch to control whether the complete .spc header is read, or just the
        important parts for import into HyperSpy.
    **kwds
        Remaining arguments are passed to the Numpy ``memmap`` function.

    %s
    """
    with open(filename, "rb") as f:
        spd_header = np.fromfile(f, dtype=get_spd_dtype_list(endianess), count=1)

        original_metadata = {"spd_header": sarray2dict(spd_header)}

        # dimensions of map data:
        nx = original_metadata["spd_header"]["nPoints"]
        ny = original_metadata["spd_header"]["nLines"]
        nz = original_metadata["spd_header"]["nChannels"]
        data_offset = original_metadata["spd_header"]["dataOffset"]
        data_type = {"1": "u1", "2": "u2", "4": "u4"}[
            str(original_metadata["spd_header"]["countBytes"])
        ]
        mode = kwds.pop("mode", "c")
        if lazy:
            mode = "r"

        # Read data from file into a numpy memmap object
        data = (
            np.memmap(f, mode=mode, offset=data_offset, dtype=data_type, **kwds)
            .squeeze()
            .reshape((nz, nx, ny), order="F")
            .T
        )

    # Convert char arrays to strings:
    original_metadata["spd_header"]["tag"] = spd_header["tag"][0].view("S16")[0]
    # fName is the name of the .bmp (and .ipr) file of the map
    original_metadata["spd_header"]["fName"] = spd_header["fName"][0].view("S120")[0]

    # Get name of .spc file from the .spd map (if not explicitly given):
    if spc_fname is None:
        spc_path = os.path.dirname(filename)
        spc_basename = os.path.splitext(os.path.basename(filename))[0] + ".spc"
        spc_fname = os.path.join(spc_path, spc_basename)

    # Get name of .ipr file from bitmap image (if not explicitly given):
    if ipr_fname is None:
        ipr_basename = (
            os.path.splitext(
                os.path.basename(original_metadata["spd_header"]["fName"])
            )[0].decode()
            + ".ipr"
        )
        ipr_path = os.path.dirname(filename)
        ipr_fname = os.path.join(ipr_path, ipr_basename)

    # Flags to control reading of files
    read_spc = os.path.isfile(spc_fname)
    read_ipr = os.path.isfile(ipr_fname)

    # Read the .ipr header (if possible)
    if read_ipr:
        with open(ipr_fname, "rb") as f:
            _logger.debug(" From .spd reader - " "reading .ipr {}".format(ipr_fname))
            ipr_header = __get_ipr_header(f, endianess)
            original_metadata["ipr_header"] = sarray2dict(ipr_header)

            # Workaround for type error when saving hdf5:
            # save as list of strings instead of numpy unicode array
            # see https://github.com/hyperspy/hyperspy/pull/2007 and
            #     https://github.com/h5py/h5py/issues/289 for context
            original_metadata["ipr_header"]["charText"] = [
                np.bytes_(i) for i in original_metadata["ipr_header"]["charText"]
            ]
    else:
        _logger.warning(
            "Could not find .ipr file named {}.\n"
            "No spatial calibration will be loaded."
            "\n".format(ipr_fname)
        )

    # Read the .spc header (if possible)
    if read_spc:
        with open(spc_fname, "rb") as f:
            _logger.debug(" From .spd reader - " "reading .spc {}".format(spc_fname))
            spc_header = __get_spc_header(f, endianess, load_all_spc)
            spc_dict = sarray2dict(spc_header)
            original_metadata["spc_header"] = spc_dict
    else:
        _logger.warning(
            "Could not find .spc file named {}.\n"
            "No spectral metadata will be loaded."
            "\n".format(spc_fname)
        )

    # create the energy axis dictionary:
    energy_axis = {
        "size": data.shape[2],
        "index_in_array": 2,
        "name": "Energy",
        "scale": (
            original_metadata["spc_header"]["evPerChan"] / 1000.0 if read_spc else 1
        ),
        "offset": original_metadata["spc_header"]["startEnergy"] if read_spc else 1,
        "units": "keV" if read_spc else None,
        "navigate": False,
    }

    nav_units = "µm"
    # Create navigation axes dictionaries:
    x_axis = {
        "size": data.shape[1],
        "index_in_array": 1,
        "name": "x",
        "scale": original_metadata["ipr_header"]["mppX"] if read_ipr else 1,
        "offset": 0,
        "units": nav_units if read_ipr else None,
        "navigate": True,
    }

    y_axis = {
        "size": data.shape[0],
        "index_in_array": 0,
        "name": "y",
        "scale": original_metadata["ipr_header"]["mppY"] if read_ipr else 1,
        "offset": 0,
        "units": nav_units if read_ipr else None,
        "navigate": True,
    }

    # Assign metadata for spectrum image:
    metadata = {
        "General": {
            "original_filename": os.path.split(filename)[1],
            "title": "EDS Spectrum Image",
        },
        "Signal": {
            "signal_type": "EDS_SEM",
        },
    }

    # Add spectral calibration and elements (if present):
    if read_spc:
        metadata = _add_spc_metadata(metadata, spc_dict)

    # Define navigation and signal axes:
    axes = [y_axis, x_axis, energy_axis]

    dictionary = {
        "data": data,
        "axes": axes,
        "metadata": metadata,
        "original_metadata": original_metadata,
    }

    return [
        dictionary,
    ]


spd_reader.__doc__ %= (FILENAME_DOC, LAZY_DOC, ENDIANESS_DOC, RETURNS_DOC)


def file_reader(
    filename,
    lazy=False,
    load_all_spc=False,
    spc_fname=None,
    ipr_fname=None,
    endianess="<",
    **kwds,
):
    """
    Read ``.spc`` (spectrum) or ``.spd`` (spectrum image) files from EDAX
    Genesis or TEAMS software.

    Parameters
    ----------
    %s
    %s
    load_all_spc : bool, default=False
        Switch to control whether the complete .spc header is read, or just the
        important parts for import into HyperSpy.
    spc_fname : None or str
        For spd files only.
        Name of file from which to read the spectral calibration. If data
        was exported fully from EDAX TEAM software, an .spc file with the
        same name as the .spd should be present.
        If `None`, the default filename will be searched for.
        Otherwise, the name of the .spc file to use for calibration can
        be explicitly given as a string.
    ipr_fname : None or str
        For spd files only.
        Name of file from which to read the spatial calibration. If data
        was exported fully from EDAX TEAM software, an .ipr file with the
        same name as the .spd (plus a "_Img" suffix) should be present.
        If `None`, the default filename will be searched for.
        Otherwise, the name of the .ipr file to use for spatial calibration
        can be explicitly given as a string.
    %s
    **kwds : dict, optional
        Remaining arguments are passed to :py:class:`numpy.memmap`.

    %s

    Notes
    -----
    The file specification is available at :ref:`edax-file_specification`.
    """

    ext = os.path.splitext(filename)[1][1:].lower()
    if ext == "spd":
        return spd_reader(
            filename,
            lazy,
            endianess,
            spc_fname=spc_fname,
            ipr_fname=ipr_fname,
            load_all_spc=load_all_spc,
            **kwds,
        )
    elif ext == "spc":
        return spc_reader(filename, lazy, endianess, load_all_spc=load_all_spc, **kwds)
    else:
        raise ValueError(f"'{ext}' is not a supported extension for the edax reader.")


file_reader.__doc__ %= (FILENAME_DOC, LAZY_DOC, ENDIANESS_DOC, RETURNS_DOC)