Package: listarray2ndarray
Converts a list of numpy arrays to a ndarray$pipinstalllistarray2ndarrayfromlistarray2ndarrayimportprint_alldtypes,convert_to_all_possible_dtypes,la_to_ndarray# All dtypesprint_alldtypes()b-numpy.bytesignedintegertype,compatiblewithCchar.h-numpy.shortSignedintegertype,compatiblewithCshort.i-numpy.intcSignedintegertype,compatiblewithCint.l-numpy.int_Signedintegertype,compatiblewithPythonintandClong.q-classnumpy.longlongSignedintegertype,compatiblewithClonglong.B-numpy.ubyteUnsignedintegertype,compatiblewithCunsignedchar.H-numpy.ushortUnsignedintegertype,compatiblewithCunsignedshort.I-Unsignedintegertype,compatiblewithCunsignedint.L-Unsignedintegerlargeenoughtofitpointer,compatiblewithCuintptr_t.Q-Signedintegertype,compatiblewithCunsignedlonglong.e-16-bit-precisionfloating-pointnumbertype:signbit,5bitsexponent,10bitsmantissa.f-32-bit-precisionfloating-pointnumbertype:signbit,8bitsexponent,23bitsmantissa.d-64-bitprecisionfloating-pointnumbertype:signbit,11bitsexponent,52bitsmantissa.g-128-bitextended-precisionfloating-pointnumbertype.F-Complexnumbertypecomposedof232-bit-precisionfloating-pointnumbers.D-Complexnumbertypecomposedoftwodouble-precisionfloating-pointnumbers,compatiblewithPythoncomplex.G-Complexnumbertypecomposedof2128-bitextended-precisionfloating-pointnumbers.?-Thebool_typeisnotasubclassoftheint_type(thebool_isnotevenanumbertype).ThisisdifferentthanPython’sdefaultimplementationofboolasasub-classofint.M-numpy.datetime64m-Atimedeltastoredasa64-bitinteger.O-AnyPythonobjectS-Whenusedinarrays,thistypestripstrailingnullbytes.U-Unlikethebuiltinstr,thissupportstheBufferProtocol,exposingitscontentsasUCS4:V-Createanewstructuredorunstructuredvoidscalar.importnumpyasnpwithnp.printoptions(threshold=10,linewidth=100,edgeitems=2):np.linspace(0,10,10)c=np.array(list(range(10000)))b=np.array(list(range(9800,20000)))a=np.concatenate([c,b])print(a)bz=la_to_ndarray(a,continous_array=True,dtype=None)print(bz)print(bz.shape)cax=[cc.reshape((10,-1))forccinnp.split(c,10)]print(cax)bz=la_to_ndarray(cax,continous_array=True,dtype="e")print(bz)print(bz.shape)cax=[np.split(cc.reshape((10,-1)),10)forccinnp.split(c,10)]print(cax)bz=la_to_ndarray(cax,continous_array=True,dtype="i")print(bz)print(bz.shape)ax=np.array(list(range(1000)))adt=convert_to_all_possible_dtypes(ax,with_bit_variations=False,continous_array=True,ignore_dtypes=("M","m","O"),ignore_bit=(),# ignored because with_bit_variations is False)print(adt)adt2=convert_to_all_possible_dtypes(ax,with_bit_variations=True,continous_array=True,ignore_dtypes=("M","m","O"),ignore_bit=(64,128,256),)print(adt2)cax=np.linspace(0,100,10000)print(cax)ra=la_to_ndarray(cax,continous_array=True,dtype="i4")print(ra)[01...1999819999][01...1999819999](20200,)[array([[0,1,...,98,99],[100,101,...,198,199],...,[800,801,...,898,899],[900,901,...,998,999]]),array([[1000,1001,...,1098,1099],[1100,1101,...,1198,1199],...,[1800,1801,...,1898,1899],[1900,1901,...,1998,1999]]),array([[2000,2001,...,2098,2099],[2100,2101,...,2198,2199],...,[2800,2801,...,2898,2899],[2900,2901,...,2998,2999]]),array([[3000,3001,...,3098,3099],[3100,3101,...,3198,3199],...,[3800,3801,...,3898,3899],[3900,3901,...,3998,3999]]),array([[4000,4001,...,4098,4099],[4100,4101,...,4198,4199],...,[4800,4801,...,4898,4899],[4900,4901,...,4998,4999]]),array([[5000,5001,...,5098,5099],[5100,5101,...,5198,5199],...,[5800,5801,...,5898,5899],[5900,5901,...,5998,5999]]),array([[6000,6001,...,6098,6099],[6100,6101,...,6198,6199],...,[6800,6801,...,6898,6899],[6900,6901,...,6998,6999]]),array([[7000,7001,...,7098,7099],[7100,7101,...,7198,7199],...,[7800,7801,...,7898,7899],[7900,7901,...,7998,7999]]),array([[8000,8001,...,8098,8099],[8100,8101,...,8198,8199],...,[8800,8801,...,8898,8899],[8900,8901,...,8998,8999]]),array([[9000,9001,...,9098,9099],[9100,9101,...,9198,9199],...,[9800,9801,...,9898,9899],[9900,9901,...,9998,9999]])][[[0.000e+001.000e+03...8.000e+039.000e+03][1.000e+001.001e+03...8.000e+039.000e+03]...[9.800e+011.098e+03...8.096e+039.096e+03][9.900e+011.099e+03...8.100e+039.096e+03]][[1.000e+021.100e+03...8.100e+039.104e+03][1.010e+021.101e+03...8.100e+039.104e+03]...[1.980e+021.198e+03...8.200e+039.200e+03][1.990e+021.199e+03...8.200e+039.200e+03]]...[[8.000e+021.800e+03...8.800e+039.800e+03][8.010e+021.801e+03...8.800e+039.800e+03]...[8.980e+021.898e+03...8.896e+039.896e+03][8.990e+021.899e+03...8.896e+039.896e+03]][[9.000e+021.900e+03...8.896e+039.904e+03][9.010e+021.901e+03...8.904e+039.904e+03]...[9.980e+021.998e+03...9.000e+031.000e+04][9.990e+021.999e+03...9.000e+031.000e+04]]](10,100,10)[[array([[0,1,...,98,99]]),array([[100,101,...,198,199]]),array([[200,201,...,298,299]]),array([[300,301,...,398,399]]),array([[400,401,...,498,499]]),array([[500,501,...,598,599]]),array([[600,601,...,698,699]]),array([[700,701,...,798,799]]),array([[800,801,...,898,899]]),array([[900,901,...,998,999]])],[array([[1000,1001,...,1098,1099]]),array([[1100,1101,...,1198,1199]]),array([[1200,1201,...,1298,1299]]),array([[1300,1301,...,1398,1399]]),array([[1400,1401,...,1498,1499]]),array([[1500,1501,...,1598,1599]]),array([[1600,1601,...,1698,1699]]),array([[1700,1701,...,1798,1799]]),array([[1800,1801,...,1898,1899]]),array([[1900,1901,...,1998,1999]])],[array([[2000,2001,...,2098,2099]]),array([[2100,2101,...,2198,2199]]),array([[2200,2201,...,2298,2299]]),array([[2300,2301,...,2398,2399]]),array([[2400,2401,...,2498,2499]]),array([[2500,2501,...,2598,2599]]),array([[2600,2601,...,2698,2699]]),array([[2700,2701,...,2798,2799]]),array([[2800,2801,...,2898,2899]]),array([[2900,2901,...,2998,2999]])],[array([[3000,3001,...,3098,3099]]),array([[3100,3101,...,3198,3199]]),array([[3200,3201,...,3298,3299]]),array([[3300,3301,...,3398,3399]]),array([[3400,3401,...,3498,3499]]),array([[3500,3501,...,3598,3599]]),array([[3600,3601,...,3698,3699]]),array([[3700,3701,...,3798,3799]]),array([[3800,3801,...,3898,3899]]),array([[3900,3901,...,3998,3999]])],[array([[4000,4001,...,4098,4099]]),array([[4100,4101,...,4198,4199]]),array([[4200,4201,...,4298,4299]]),array([[4300,4301,...,4398,4399]]),array([[4400,4401,...,4498,4499]]),array([[4500,4501,...,4598,4599]]),array([[4600,4601,...,4698,4699]]),array([[4700,4701,...,4798,4799]]),array([[4800,4801,...,4898,4899]]),array([[4900,4901,...,4998,4999]])],[array([[5000,5001,...,5098,5099]]),array([[5100,5101,...,5198,5199]]),array([[5200,5201,...,5298,5299]]),array([[5300,5301,...,5398,5399]]),array([[5400,5401,...,5498,5499]]),array([[5500,5501,...,5598,5599]]),array([[5600,5601,...,5698,5699]]),array([[5700,5701,...,5798,5799]]),array([[5800,5801,...,5898,5899]]),array([[5900,5901,...,5998,5999]])],[array([[6000,6001,...,6098,6099]]),array([[6100,6101,...,6198,6199]]),array([[6200,6201,...,6298,6299]]),array([[6300,6301,...,6398,6399]]),array([[6400,6401,...,6498,6499]]),array([[6500,6501,...,6598,6599]]),array([[6600,6601,...,6698,6699]]),array([[6700,6701,...,6798,6799]]),array([[6800,6801,...,6898,6899]]),array([[6900,6901,...,6998,6999]])],[array([[7000,7001,...,7098,7099]]),array([[7100,7101,...,7198,7199]]),array([[7200,7201,...,7298,7299]]),array([[7300,7301,...,7398,7399]]),array([[7400,7401,...,7498,7499]]),array([[7500,7501,...,7598,7599]]),array([[7600,7601,...,7698,7699]]),array([[7700,7701,...,7798,7799]]),array([[7800,7801,...,7898,7899]]),array([[7900,7901,...,7998,7999]])],[array([[8000,8001,...,8098,8099]]),array([[8100,8101,...,8198,8199]]),array([[8200,8201,...,8298,8299]]),array([[8300,8301,...,8398,8399]]),array([[8400,8401,...,8498,8499]]),array([[8500,8501,...,8598,8599]]),array([[8600,8601,...,8698,8699]]),array([[8700,8701,...,8798,8799]]),array([[8800,8801,...,8898,8899]]),array([[8900,8901,...,8998,8999]])],[array([[9000,9001,...,9098,9099]]),array([[9100,9101,...,9198,9199]]),array([[9200,9201,...,9298,9299]]),array([[9300,9301,...,9398,9399]]),array([[9400,9401,...,9498,9499]]),array([[9500,9501,...,9598,9599]]),array([[9600,9601,...,9698,9699]]),array([[9700,9701,...,9798,9799]]),array([[9800,9801,...,9898,9899]]),array([[9900,9901,...,9998,9999]])]][[[[01000...80009000][11001...80019001]...[981098...80989098][991099...80999099]]][[[1001100...81009100][1011101...81019101]...[1981198...81989198][1991199...81999199]]]...[[[8001800...88009800][8011801...88019801]...[8981898...88989898][8991899...88999899]]][[[9001900...89009900][9011901...89019901]...[9981998...89989998][9991999...89999999]]]](10,1,100,10){'b':array([[[0,1,...,-26,-25]]],dtype=int8),'h':array([[[0,1,...,998,999]]],dtype=int16),'i':array([0,1,...,998,999],dtype=int32),'l':array([0,1,...,998,999]),'q':array([[[0,1,...,998,999]]],dtype=int64),'B':array([[[0,1,...,230,231]]],dtype=uint8),'H':array([[[0,1,...,998,999]]],dtype=uint16),'I':array([0,1,...,998,999],dtype=uint32),'L':array([0,1,...,998,999],dtype=uint32),'Q':array([[[0,1,...,998,999]]],dtype=uint64),'e':array([[[0.,1.,...,998.,999.]]],dtype=float16),'f':array([0.000e+00,1.401e-45,...,1.398e-42,1.400e-42],dtype=float32),'d':array([[[0.,1.,...,998.,999.]]]),'g':array([[[0.,1.,...,998.,999.]]],dtype=float64),'F':array([[[0.+0.j,1.+0.j,...,998.+0.j,999.+0.j]]],dtype=complex64),'D':array([[[0.+0.j,1.+0.j,...,998.+0.j,999.+0.j]]]),'G':array([[[0.+0.j,1.+0.j,...,998.+0.j,999.+0.j]]],dtype=complex128),'?':array([[[False,True,...,True,True]]]),'S':array([[[b'0',b'1',...,b'998',b'999']]],dtype='|S11'),'U':array(['\x00\x01\x02\x03\x04\x05\x06\x07\x08\t\n\x0b\x0c\r\x0e\x0f\x10\x11\x12\x13\x14\x15\x16\x17\x18\x19\x1a\x1b\x1c\x1d\x1e\x1f!"#$%&\'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\x7f\x80\x81\x82\x83\x84\x85\x86\x87\x88\x89\x8a\x8b\x8c\x8d\x8e\x8f\x90\x91\x92\x93\x94\x95\x96\x97\x98\x99\x9a\x9b\x9c\x9d\x9e\x9f\xa0¡¢£¤¥¦§¨©ª«¬\xad®¯°±²³´µ¶·¸¹º»¼½¾¿ÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖ×ØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõö÷øùúûüýþÿĀāĂăĄąĆćĈĉĊċČčĎďĐđĒēĔĕĖėĘęĚěĜĝĞğĠġĢģĤĥĦħĨĩĪīĬĭĮįİıĲĳĴĵĶķĸĹĺĻļĽľĿŀŁłŃńŅņŇňŉŊŋŌōŎŏŐőŒœŔŕŖŗŘřŚśŜŝŞşŠšŢţŤťŦŧŨũŪūŬŭŮůŰűŲųŴŵŶŷŸŹźŻżŽžſƀƁƂƃƄƅƆƇƈƉƊƋƌƍƎƏƐƑƒƓƔƕƖƗƘƙƚƛƜƝƞƟƠơƢƣƤƥƦƧƨƩƪƫƬƭƮƯưƱƲƳƴƵƶƷƸƹƺƻƼƽƾƿǀǁǂǃǄǅǆǇǈǉǊǋǌǍǎǏǐǑǒǓǔǕǖǗǘǙǚǛǜǝǞǟǠǡǢǣǤǥǦǧǨǩǪǫǬǭǮǯǰǱǲǳǴǵǶǷǸǹǺǻǼǽǾǿȀȁȂȃȄȅȆȇȈȉȊȋȌȍȎȏȐȑȒȓȔȕȖȗȘșȚțȜȝȞȟȠȡȢȣȤȥȦȧȨȩȪȫȬȭȮȯȰȱȲȳȴȵȶȷȸȹȺȻȼȽȾȿɀɁɂɃɄɅɆɇɈɉɊɋɌɍɎɏɐɑɒɓɔɕɖɗɘəɚɛɜɝɞɟɠɡɢɣɤɥɦɧɨɩɪɫɬɭɮɯɰɱɲɳɴɵɶɷɸɹɺɻɼɽɾɿʀʁʂʃʄʅʆʇʈʉʊʋʌʍʎʏʐʑʒʓʔʕʖʗʘʙʚʛʜʝʞʟʠʡʢʣʤʥʦʧʨʩʪʫʬʭʮʯʰʱʲʳʴʵʶʷʸʹʺʻʼʽʾʿˀˁ˂˃˄˅ˆˇˈˉˊˋˌˍˎˏːˑ˒˓˔˕˖˗˘˙˚˛˜˝˞˟ˠˡˢˣˤ˥˦˧˨˩˪˫ˬ˭ˮ˯˰˱˲˳˴˵˶˷˸˹˺˻˼˽˾˿̴̵̶̷̸̡̢̧̨̛̖̗̘̙̜̝̞̟̠̣̤̥̦̩̪̫̬̭̮̯̰̱̲̳̹̺̻̼͇͈͉͍͎̀́̂̃̄̅̆̇̈̉̊̋̌̍̎̏̐̑̒̓̔̽̾̿̀́͂̓̈́͆͊͋͌̕̚ͅ͏͓͔͕͖͙͚͐͑͒͗͛ͣͤͥͦͧͨͩͪͫͬͭͮͯ͘͜͟͢͝͞͠͡ͰͱͲͳʹ͵Ͷͷ\u0378\u0379ͺͻͼͽ;Ϳ\u0380\u0381\u0382\u0383΄΅Ά·ΈΉΊ\u038bΌ\u038dΎΏΐΑΒΓΔΕΖΗΘΙΚΛΜΝΞΟΠΡ\u03a2ΣΤΥΦΧΨΩΪΫάέήίΰαβγδεζηθικλμνξοπρςστυφχψωϊϋόύώϏϐϑϒϓϔϕϖϗϘϙϚϛϜϝϞϟϠϡϢϣϤϥϦϧ'],dtype='<U1000'),'V':array([[[b'\x00\x00\x00\x00',b'\x01\x00\x00\x00',...,b'\xE6\x03\x00\x00',b'\xE7\x03\x00\x00']]],dtype='|V4')}{'b':array([[[0,1,...,-26,-25]]],dtype=int8),'h':array([[[0,1,...,998,999]]],dtype=int16),'i':array([0,1,...,998,999],dtype=int32),'i8':array([[[0,1,...,998,999]]],dtype=int64),'l':array([0,1,...,998,999]),'q':array([[[0,1,...,998,999]]],dtype=int64),'B':array([[[0,1,...,230,231]]],dtype=uint8),'H':array([[[0,1,...,998,999]]],dtype=uint16),'I':array([0,1,...,998,999],dtype=uint32),'L':array([0,1,...,998,999],dtype=uint32),'Q':array([[[0,1,...,998,999]]],dtype=uint64),'e':array([[[0.,1.,...,998.,999.]]],dtype=float16),'f':array([0.000e+00,1.401e-45,...,1.398e-42,1.400e-42],dtype=float32),'f8':array([[[0.,1.,...,998.,999.]]]),'d':array([[[0.,1.,...,998.,999.]]]),'g':array([[[0.,1.,...,998.,999.]]],dtype=float64),'F':array([[[0.+0.j,1.+0.j,...,998.+0.j,999.+0.j]]],dtype=complex64),'D':array([[[0.+0.j,1.+0.j,...,998.+0.j,999.+0.j]]]),'G':array([[[0.+0.j,1.+0.j,...,998.+0.j,999.+0.j]]],dtype=complex128),'?':array([[[False,True,...,True,True]]]),'S':array([[[b'0',b'1',...,b'998',b'999']]],dtype='|S11'),'S8':array([[[b'0',b'1',...,b'998',b'999']]],dtype='|S8'),'S16':array([[[b'0',b'1',...,b'998',b'999']]],dtype='|S16'),'S32':array([[[b'0',b'1',...,b'998',b'999']]],dtype='|S32'),'U':array(['\x00\x01\x02\x03\x04\x05\x06\x07\x08\t\n\x0b\x0c\r\x0e\x0f\x10\x11\x12\x13\x14\x15\x16\x17\x18\x19\x1a\x1b\x1c\x1d\x1e\x1f!"#$%&\'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\x7f\x80\x81\x82\x83\x84\x85\x86\x87\x88\x89\x8a\x8b\x8c\x8d\x8e\x8f\x90\x91\x92\x93\x94\x95\x96\x97\x98\x99\x9a\x9b\x9c\x9d\x9e\x9f\xa0¡¢£¤¥¦§¨©ª«¬\xad®¯°±²³´µ¶·¸¹º»¼½¾¿ÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖ×ØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõö÷øùúûüýþÿĀāĂăĄąĆćĈĉĊċČčĎďĐđĒēĔĕĖėĘęĚěĜĝĞğĠġĢģĤĥĦħĨĩĪīĬĭĮįİı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