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explosion/spaCy
|
spacy/compat.py
|
symlink_remove
|
def symlink_remove(link):
"""Remove a symlink. Used for model shortcut links.
link (unicode / Path): The path to the symlink.
"""
# https://stackoverflow.com/q/26554135/6400719
if os.path.isdir(path2str(link)) and is_windows:
# this should only be on Py2.7 and windows
os.rmdir(path2str(link))
else:
os.unlink(path2str(link))
|
python
|
def symlink_remove(link):
"""Remove a symlink. Used for model shortcut links.
link (unicode / Path): The path to the symlink.
"""
# https://stackoverflow.com/q/26554135/6400719
if os.path.isdir(path2str(link)) and is_windows:
# this should only be on Py2.7 and windows
os.rmdir(path2str(link))
else:
os.unlink(path2str(link))
|
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Remove a symlink. Used for model shortcut links.
link (unicode / Path): The path to the symlink.
|
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8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/compat.py#L102-L112
|
train
|
Remove a symlink. Used for model shortcut links.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(870 - 822) + chr(111) + '\x33' + '\067' + '\x36', 472 - 464), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1001 + 0o146) + chr(51) + chr(0b11100 + 0o25) + chr(53), 37828 - 37820), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(319 - 266) + chr(0b1000 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b110011) + '\066' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\064' + '\x34', 0b1000), ehT0Px3KOsy9(chr(1310 - 1262) + '\x6f' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(738 - 627) + chr(0b110011) + chr(48), 0o10), ehT0Px3KOsy9(chr(997 - 949) + '\x6f' + chr(0b1000 + 0o55) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10000 + 0o42) + chr(49) + '\063', 0b1000), ehT0Px3KOsy9(chr(1629 - 1581) + '\x6f' + '\062' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b110010) + chr(0b100000 + 0o20) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x32' + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x35' + chr(2403 - 2351), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b10100 + 0o37) + chr(0b101 + 0o55), 0o10), ehT0Px3KOsy9(chr(1060 - 1012) + '\157' + '\x31' + chr(0b110010) + chr(1472 - 1422), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(54) + chr(54), 8098 - 8090), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b10111 + 0o130) + chr(0b110001) + chr(0b101100 + 0o6) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(469 - 420) + '\062' + chr(1123 - 1073), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(1438 - 1390) + '\066', 50845 - 50837), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(52) + '\x35', 20889 - 20881), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + '\x31' + chr(0b110000 + 0o4) + chr(2018 - 1968), 0b1000), ehT0Px3KOsy9('\060' + chr(8012 - 7901) + chr(53) + '\065', 35541 - 35533), ehT0Px3KOsy9(chr(686 - 638) + chr(0b1101111) + chr(2358 - 2303) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\065' + chr(53), 29596 - 29588), ehT0Px3KOsy9(chr(48) + chr(4914 - 4803) + chr(50) + chr(2235 - 2180) + '\067', 45898 - 45890), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + '\x31' + '\x30' + chr(0b110101), 24091 - 24083), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(1291 - 1236) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(10909 - 10798) + chr(51) + chr(51) + '\x36', 63843 - 63835), ehT0Px3KOsy9(chr(48) + chr(1284 - 1173) + '\x37' + '\x32', 25595 - 25587), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(4527 - 4416) + chr(0b110010) + '\065' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(3679 - 3568) + '\064' + chr(0b110010), 32263 - 32255), ehT0Px3KOsy9('\060' + chr(1478 - 1367) + '\063' + chr(0b11011 + 0o31) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(2213 - 2162) + chr(52), 61926 - 61918), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\x33' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1547 - 1499) + chr(2000 - 1889) + '\x31' + chr(686 - 638) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(9124 - 9013) + chr(0b1111 + 0o43) + chr(963 - 908) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101000 + 0o12) + chr(0b110001), 30820 - 30812)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(11977 - 11866) + chr(53) + chr(1723 - 1675), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0'), chr(7209 - 7109) + chr(101) + chr(0b1100011) + chr(111) + '\144' + '\x65')(chr(0b1110101) + chr(8510 - 8394) + '\x66' + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pzeHEBeaojBa(HKXay_x3pZk5):
if xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xbe\x8d\x9eV'), chr(0b0 + 0o144) + chr(0b10000 + 0o125) + '\143' + chr(0b1111 + 0o140) + chr(0b100111 + 0o75) + chr(8702 - 8601))(chr(117) + chr(7489 - 7373) + chr(0b1100110) + chr(0b100101 + 0o10) + chr(56)))(wSXxHgU2K_gp(HKXay_x3pZk5)) and U2HtnuCzwQr4:
xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xa0\x8d\x9eV'), chr(0b1000111 + 0o35) + chr(0b1010010 + 0o23) + '\x63' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(5643 - 5526) + '\x74' + chr(0b110101 + 0o61) + '\x2d' + chr(56)))(wSXxHgU2K_gp(HKXay_x3pZk5))
else:
xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xa3\x85\x9eJk'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(111) + chr(100) + chr(7276 - 7175))('\x75' + chr(0b100100 + 0o120) + chr(102) + chr(45) + chr(0b111000)))(wSXxHgU2K_gp(HKXay_x3pZk5))
|
explosion/spaCy
|
spacy/compat.py
|
is_config
|
def is_config(python2=None, python3=None, windows=None, linux=None, osx=None):
"""Check if a specific configuration of Python version and operating system
matches the user's setup. Mostly used to display targeted error messages.
python2 (bool): spaCy is executed with Python 2.x.
python3 (bool): spaCy is executed with Python 3.x.
windows (bool): spaCy is executed on Windows.
linux (bool): spaCy is executed on Linux.
osx (bool): spaCy is executed on OS X or macOS.
RETURNS (bool): Whether the configuration matches the user's platform.
DOCS: https://spacy.io/api/top-level#compat.is_config
"""
return (
python2 in (None, is_python2)
and python3 in (None, is_python3)
and windows in (None, is_windows)
and linux in (None, is_linux)
and osx in (None, is_osx)
)
|
python
|
def is_config(python2=None, python3=None, windows=None, linux=None, osx=None):
"""Check if a specific configuration of Python version and operating system
matches the user's setup. Mostly used to display targeted error messages.
python2 (bool): spaCy is executed with Python 2.x.
python3 (bool): spaCy is executed with Python 3.x.
windows (bool): spaCy is executed on Windows.
linux (bool): spaCy is executed on Linux.
osx (bool): spaCy is executed on OS X or macOS.
RETURNS (bool): Whether the configuration matches the user's platform.
DOCS: https://spacy.io/api/top-level#compat.is_config
"""
return (
python2 in (None, is_python2)
and python3 in (None, is_python3)
and windows in (None, is_windows)
and linux in (None, is_linux)
and osx in (None, is_osx)
)
|
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Check if a specific configuration of Python version and operating system
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python3 (bool): spaCy is executed with Python 3.x.
windows (bool): spaCy is executed on Windows.
linux (bool): spaCy is executed on Linux.
osx (bool): spaCy is executed on OS X or macOS.
RETURNS (bool): Whether the configuration matches the user's platform.
DOCS: https://spacy.io/api/top-level#compat.is_config
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/compat.py#L115-L134
|
train
|
Check if a specific configuration of Python version and operating system is configured.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1654 - 1606) + chr(9709 - 9598) + chr(1628 - 1575) + chr(0b101101 + 0o5), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + chr(0b110001) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(1992 - 1941) + chr(0b110011) + '\x30', 31167 - 31159), ehT0Px3KOsy9(chr(0b110000) + chr(1700 - 1589) + chr(0b101010 + 0o11) + chr(0b10 + 0o60) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110110) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b110100) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(11024 - 10913) + '\x33' + '\x34' + chr(97 - 44), 8568 - 8560), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x33' + chr(846 - 795), 8276 - 8268), ehT0Px3KOsy9(chr(1853 - 1805) + chr(111) + chr(0b100 + 0o55) + chr(50) + chr(0b101010 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b100101 + 0o13) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(51) + chr(1486 - 1434) + chr(0b11000 + 0o30), 28729 - 28721), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(55), 0b1000), ehT0Px3KOsy9(chr(1543 - 1495) + chr(0b1000 + 0o147) + '\061' + chr(0b110001) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(2247 - 2199) + chr(0b1101111) + chr(541 - 492) + chr(48) + chr(0b100001 + 0o20), 0b1000), ehT0Px3KOsy9(chr(1451 - 1403) + chr(0b1101111) + chr(51) + chr(55) + chr(0b10100 + 0o43), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(54) + chr(0b110010), 15137 - 15129), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b0 + 0o61) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110 + 0o54) + chr(52) + chr(54), 19222 - 19214), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(48) + chr(0b10100 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\065' + chr(0b10001 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\066' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b101100 + 0o6) + '\x33' + '\066', 10644 - 10636), ehT0Px3KOsy9(chr(1697 - 1649) + '\x6f' + chr(49) + chr(497 - 443) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(2408 - 2297) + '\062' + '\065' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2463 - 2413) + chr(0b1111 + 0o46) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(49) + chr(0b110011) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110100) + chr(0b1010 + 0o55), 31974 - 31966), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + chr(0b110011) + '\060' + chr(0b110101), 62655 - 62647), ehT0Px3KOsy9(chr(93 - 45) + chr(4976 - 4865) + chr(0b110001 + 0o1) + chr(0b110111) + chr(0b110100), 904 - 896), ehT0Px3KOsy9(chr(48) + '\157' + chr(2174 - 2124) + chr(2218 - 2165) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110001) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + chr(0b110001) + chr(0b11000 + 0o30) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1010 + 0o50) + chr(1785 - 1734), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + '\x32' + chr(539 - 490) + '\x33', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10111 + 0o33) + chr(55) + chr(0b110001 + 0o3), 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + '\061' + chr(0b100010 + 0o21) + '\063', 20817 - 20809), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1100 + 0o47) + '\x37' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\062' + '\065', 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\x31' + '\063' + '\061', 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x34' + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x04'), '\x64' + chr(0b1100101) + chr(0b1011111 + 0o4) + chr(0b100010 + 0o115) + chr(7943 - 7843) + chr(0b1100101))(chr(0b1100 + 0o151) + '\x74' + chr(102) + chr(0b11110 + 0o17) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def uAQI6WHt9qjw(nkfDItCT98ri=None, QJBuDQdXLMZ5=None, tcOADu9A2HE7=None, qvJeqXxAUs1D=None, OpK9nczRYrOY=None):
return nkfDItCT98ri in (None, Jg3qCFvERfEZ) and QJBuDQdXLMZ5 in (None, oCh4f6yuD9vq) and (tcOADu9A2HE7 in (None, U2HtnuCzwQr4)) and (qvJeqXxAUs1D in (None, s_7i08FFP61M)) and (OpK9nczRYrOY in (None, ElOoZLHuRqfx))
|
explosion/spaCy
|
spacy/compat.py
|
import_file
|
def import_file(name, loc):
"""Import module from a file. Used to load models from a directory.
name (unicode): Name of module to load.
loc (unicode / Path): Path to the file.
RETURNS: The loaded module.
"""
loc = path2str(loc)
if is_python_pre_3_5:
import imp
return imp.load_source(name, loc)
else:
import importlib.util
spec = importlib.util.spec_from_file_location(name, str(loc))
module = importlib.util.module_from_spec(spec)
spec.loader.exec_module(module)
return module
|
python
|
def import_file(name, loc):
"""Import module from a file. Used to load models from a directory.
name (unicode): Name of module to load.
loc (unicode / Path): Path to the file.
RETURNS: The loaded module.
"""
loc = path2str(loc)
if is_python_pre_3_5:
import imp
return imp.load_source(name, loc)
else:
import importlib.util
spec = importlib.util.spec_from_file_location(name, str(loc))
module = importlib.util.module_from_spec(spec)
spec.loader.exec_module(module)
return module
|
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"(",
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] |
Import module from a file. Used to load models from a directory.
name (unicode): Name of module to load.
loc (unicode / Path): Path to the file.
RETURNS: The loaded module.
|
[
"Import",
"module",
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"to",
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"from",
"a",
"directory",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/compat.py#L137-L155
|
train
|
Import a module from a file. Used to load models from a directory.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\x36' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1268 - 1220) + chr(0b111101 + 0o62) + '\x32' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1325 - 1277) + '\157' + chr(49) + chr(0b10110 + 0o32) + chr(750 - 698), 52511 - 52503), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(1468 - 1419) + chr(1414 - 1359) + chr(55), 51782 - 51774), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(538 - 489) + '\067', 0b1000), ehT0Px3KOsy9(chr(1675 - 1627) + '\x6f' + chr(430 - 380) + '\x36' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1001011 + 0o44) + '\062' + chr(2026 - 1977) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(9595 - 9484) + chr(0b11011 + 0o30) + chr(51) + chr(2157 - 2106), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b101 + 0o62) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7427 - 7316) + chr(51) + '\067' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7746 - 7635) + chr(50) + chr(0b10 + 0o60) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1280 - 1232) + '\x6f' + chr(49) + chr(0b1111 + 0o44) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110101) + chr(0b10000 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(0b110110) + chr(0b100111 + 0o14), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(50) + '\062' + chr(54), 6941 - 6933), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + '\063' + chr(0b11111 + 0o21) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100001 + 0o116) + chr(0b1110 + 0o45) + chr(0b100011 + 0o24) + '\063', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b111001 + 0o66) + '\062' + chr(0b110101), 61509 - 61501), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\066' + chr(2558 - 2507), 8), ehT0Px3KOsy9(chr(1939 - 1891) + '\x6f' + '\067' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b110010) + chr(0b100001 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(1517 - 1406) + chr(0b1110 + 0o45) + '\x32' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(0b101011 + 0o11) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(3350 - 3239) + chr(1290 - 1241) + '\067', 8), ehT0Px3KOsy9(chr(209 - 161) + chr(0b1101111) + chr(190 - 141) + chr(0b11101 + 0o26) + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + '\063' + '\x33' + chr(0b110010), 56941 - 56933), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(2457 - 2346) + '\062' + chr(0b110100) + chr(966 - 917), 50692 - 50684), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\061' + chr(2887 - 2833) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5834 - 5723) + chr(0b100000 + 0o21) + chr(51), 0o10), ehT0Px3KOsy9(chr(1698 - 1650) + chr(0b111000 + 0o67) + '\066' + '\x32', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(193 - 141) + chr(2436 - 2383), 0o10), ehT0Px3KOsy9('\060' + chr(9362 - 9251) + chr(51) + '\x33' + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110001), 14369 - 14361), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + '\065' + chr(0b100010 + 0o16), 19413 - 19405), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(1378 - 1329), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110110) + '\060', 382 - 374), ehT0Px3KOsy9(chr(48) + chr(8521 - 8410) + chr(0b110011) + chr(0b110101) + chr(2674 - 2622), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b100011 + 0o17) + '\060', 36995 - 36987), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\x34' + chr(82 - 27), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1657 - 1609) + '\x6f' + chr(53) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c'), '\144' + chr(101) + chr(0b1100011) + chr(111) + '\x64' + chr(101))('\x75' + chr(4427 - 4311) + '\146' + chr(0b101010 + 0o3) + chr(2494 - 2438)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YyTdN8FE7J7f(AIvJRzLdDfgF, MmVY7Id_ODNA):
MmVY7Id_ODNA = wSXxHgU2K_gp(MmVY7Id_ODNA)
if RIxBj_Rs8s9s:
(NrZWEgp7SU9j,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b'[z4'), chr(3059 - 2959) + '\145' + chr(0b110000 + 0o63) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(11961 - 11844) + chr(0b10010 + 0o142) + chr(1151 - 1049) + chr(0b11000 + 0o25) + chr(0b111000))),)
return xafqLlk3kkUe(NrZWEgp7SU9j, xafqLlk3kkUe(SXOLrMavuUCe(b'^x%\x1bP\xc7\xe1\xae\t\x9f\xf5'), chr(8109 - 8009) + chr(0b1100101) + '\x63' + '\157' + chr(0b1010 + 0o132) + chr(0b1010001 + 0o24))('\x75' + chr(116) + chr(0b0 + 0o146) + chr(0b101101) + chr(2060 - 2004)))(AIvJRzLdDfgF, MmVY7Id_ODNA)
else:
(q3agYWpOJf7E,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b'[z4\x10}\xc0\xe2\xb2\x19\xd2\xe5.\xc7_'), chr(0b11000 + 0o114) + chr(7435 - 7334) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b111010 + 0o72) + '\x66' + '\055' + chr(2623 - 2567))),)
IH4wfF5htxM9 = q3agYWpOJf7E.util.spec_from_file_location(AIvJRzLdDfgF, M8_cKLkHVB2V(MmVY7Id_ODNA))
RqocVGOryNPv = q3agYWpOJf7E.util.module_from_spec(IH4wfF5htxM9)
xafqLlk3kkUe(IH4wfF5htxM9.loader, xafqLlk3kkUe(SXOLrMavuUCe(b'Wo!\x1cP\xd9\xe1\xbf\x0e\x90\xf5'), '\144' + chr(101) + chr(0b1 + 0o142) + chr(0b1101111) + '\x64' + '\x65')(chr(0b1000111 + 0o56) + chr(116) + chr(0b10 + 0o144) + chr(818 - 773) + chr(56)))(RqocVGOryNPv)
return RqocVGOryNPv
|
explosion/spaCy
|
spacy/compat.py
|
unescape_unicode
|
def unescape_unicode(string):
"""Python2.7's re module chokes when compiling patterns that have ranges
between escaped unicode codepoints if the two codepoints are unrecognised
in the unicode database. For instance:
re.compile('[\\uAA77-\\uAA79]').findall("hello")
Ends up matching every character (on Python 2). This problem doesn't occur
if we're dealing with unicode literals.
"""
if string is None:
return string
# We only want to unescape the unicode, so we first must protect the other
# backslashes.
string = string.replace("\\", "\\\\")
# Now we remove that protection for the unicode.
string = string.replace("\\\\u", "\\u")
string = string.replace("\\\\U", "\\U")
# Now we unescape by evaling the string with the AST. This can't execute
# code -- it only does the representational level.
return ast.literal_eval("u'''" + string + "'''")
|
python
|
def unescape_unicode(string):
"""Python2.7's re module chokes when compiling patterns that have ranges
between escaped unicode codepoints if the two codepoints are unrecognised
in the unicode database. For instance:
re.compile('[\\uAA77-\\uAA79]').findall("hello")
Ends up matching every character (on Python 2). This problem doesn't occur
if we're dealing with unicode literals.
"""
if string is None:
return string
# We only want to unescape the unicode, so we first must protect the other
# backslashes.
string = string.replace("\\", "\\\\")
# Now we remove that protection for the unicode.
string = string.replace("\\\\u", "\\u")
string = string.replace("\\\\U", "\\U")
# Now we unescape by evaling the string with the AST. This can't execute
# code -- it only does the representational level.
return ast.literal_eval("u'''" + string + "'''")
|
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"def",
"unescape_unicode",
"(",
"string",
")",
":",
"if",
"string",
"is",
"None",
":",
"return",
"string",
"# We only want to unescape the unicode, so we first must protect the other",
"# backslashes.",
"string",
"=",
"string",
".",
"replace",
"(",
"\"\\\\\"",
",",
"\"\\\\\\\\\"",
")",
"# Now we remove that protection for the unicode.",
"string",
"=",
"string",
".",
"replace",
"(",
"\"\\\\\\\\u\"",
",",
"\"\\\\u\"",
")",
"string",
"=",
"string",
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"replace",
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"\"\\\\\\\\U\"",
",",
"\"\\\\U\"",
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"# Now we unescape by evaling the string with the AST. This can't execute",
"# code -- it only does the representational level.",
"return",
"ast",
".",
"literal_eval",
"(",
"\"u'''\"",
"+",
"string",
"+",
"\"'''\"",
")"
] |
Python2.7's re module chokes when compiling patterns that have ranges
between escaped unicode codepoints if the two codepoints are unrecognised
in the unicode database. For instance:
re.compile('[\\uAA77-\\uAA79]').findall("hello")
Ends up matching every character (on Python 2). This problem doesn't occur
if we're dealing with unicode literals.
|
[
"Python2",
".",
"7",
"s",
"re",
"module",
"chokes",
"when",
"compiling",
"patterns",
"that",
"have",
"ranges",
"between",
"escaped",
"unicode",
"codepoints",
"if",
"the",
"two",
"codepoints",
"are",
"unrecognised",
"in",
"the",
"unicode",
"database",
".",
"For",
"instance",
":"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/compat.py#L158-L178
|
train
|
Unescapes unicode characters in a string.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1973 - 1922) + chr(0b10010 + 0o44) + chr(0b100110 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(8132 - 8021) + chr(0b110010 + 0o1) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b1111 + 0o50) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(48) + chr(0b110011), 63913 - 63905), ehT0Px3KOsy9(chr(1754 - 1706) + '\x6f' + '\062' + '\061' + chr(0b11 + 0o56), 3269 - 3261), ehT0Px3KOsy9('\060' + chr(9985 - 9874) + '\x34' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7879 - 7768) + '\x32' + '\066' + '\063', 0o10), ehT0Px3KOsy9(chr(551 - 503) + chr(4334 - 4223) + chr(0b110010) + '\x31' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\x31' + chr(827 - 777), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6515 - 6404) + chr(49) + chr(0b111 + 0o54) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110001) + chr(483 - 429), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(51) + chr(53) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(54) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110101) + chr(0b110110), 2718 - 2710), ehT0Px3KOsy9('\060' + '\x6f' + chr(1078 - 1029) + '\x33' + '\x37', 0o10), ehT0Px3KOsy9(chr(1728 - 1680) + '\157' + chr(751 - 700) + chr(0b11000 + 0o32) + chr(0b111 + 0o53), 64871 - 64863), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(0b110010) + chr(524 - 475) + chr(2237 - 2186), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b11001 + 0o30) + chr(2006 - 1953), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1318 - 1265) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b1110 + 0o46) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110111), 21450 - 21442), ehT0Px3KOsy9(chr(917 - 869) + chr(894 - 783) + chr(1500 - 1450) + chr(0b110100) + chr(0b1111 + 0o47), 57346 - 57338), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b111 + 0o53) + '\x37' + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11001 + 0o30) + chr(49) + chr(0b11011 + 0o25), 41999 - 41991), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\066' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(753 - 705) + chr(111) + chr(2122 - 2072) + chr(0b110001) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100011 + 0o24) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(328 - 280) + '\157' + '\061' + chr(0b110000) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(5763 - 5652) + '\x31' + '\066' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1664 - 1614) + chr(0b110110) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b1110 + 0o46) + '\061', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x31' + chr(0b110000 + 0o7), 8), ehT0Px3KOsy9('\060' + chr(10774 - 10663) + chr(49) + chr(0b10001 + 0o45) + '\060', 0o10), ehT0Px3KOsy9(chr(1896 - 1848) + '\x6f' + '\x35', 60140 - 60132), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(1721 - 1671), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x30' + chr(0b100100 + 0o21), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x34' + chr(53), 29158 - 29150), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(1706 - 1655) + chr(1974 - 1920), 61160 - 61152), ehT0Px3KOsy9(chr(1426 - 1378) + chr(407 - 296) + chr(50) + chr(0b110011) + chr(49), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11000 + 0o35) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf'), '\x64' + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')('\x75' + '\164' + '\x66' + chr(0b1000 + 0o45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hjMXHHrfo3GQ(YfpuhF1UI1FC):
if YfpuhF1UI1FC is None:
return YfpuhF1UI1FC
YfpuhF1UI1FC = YfpuhF1UI1FC.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\xad'), chr(0b1100100) + chr(0b110010 + 0o63) + '\x63' + '\157' + chr(0b1000001 + 0o43) + '\145')(chr(117) + chr(0b1010011 + 0o41) + chr(102) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xadE'), chr(0b1100100) + '\145' + chr(99) + chr(0b1100011 + 0o14) + '\144' + chr(6447 - 6346))(chr(0b101111 + 0o106) + '\x74' + chr(0b1100110) + chr(45) + '\x38'))
YfpuhF1UI1FC = YfpuhF1UI1FC.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\xadE\xcd'), '\144' + chr(6191 - 6090) + '\x63' + '\157' + chr(100) + chr(101))(chr(11044 - 10927) + '\164' + chr(102) + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xadl'), chr(3011 - 2911) + '\x65' + chr(0b11111 + 0o104) + chr(0b110001 + 0o76) + '\144' + chr(101))(chr(0b1110101) + chr(11376 - 11260) + chr(102) + chr(0b0 + 0o55) + chr(56)))
YfpuhF1UI1FC = YfpuhF1UI1FC.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\xadE\xed'), '\x64' + '\x65' + chr(5527 - 5428) + '\x6f' + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xadL'), '\144' + chr(101) + chr(0b1010101 + 0o16) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1000111 + 0o56) + '\164' + chr(0b100010 + 0o104) + chr(0b101101) + chr(0b111000)))
return xafqLlk3kkUe(zWWTMqdJM5Jy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9dp\xcc\xe6\xfbB\xdf\xd4j<<\xe2'), chr(0b1100100) + '\145' + chr(3667 - 3568) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + '\164' + '\146' + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x84>\x9f\xa4'), chr(100) + chr(7803 - 7702) + '\143' + chr(0b1101111) + chr(3895 - 3795) + '\x65')('\x75' + chr(116) + chr(0b1100110) + chr(0b1111 + 0o36) + chr(510 - 454)) + YfpuhF1UI1FC + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6>\x9f'), chr(0b1100100) + chr(0b110110 + 0o57) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(6505 - 6404))(chr(117) + '\x74' + chr(1396 - 1294) + chr(0b101 + 0o50) + chr(56)))
|
explosion/spaCy
|
spacy/util.py
|
get_lang_class
|
def get_lang_class(lang):
"""Import and load a Language class.
lang (unicode): Two-letter language code, e.g. 'en'.
RETURNS (Language): Language class.
"""
global LANGUAGES
# Check if an entry point is exposed for the language code
entry_point = get_entry_point("spacy_languages", lang)
if entry_point is not None:
LANGUAGES[lang] = entry_point
return entry_point
if lang not in LANGUAGES:
try:
module = importlib.import_module(".lang.%s" % lang, "spacy")
except ImportError as err:
raise ImportError(Errors.E048.format(lang=lang, err=err))
LANGUAGES[lang] = getattr(module, module.__all__[0])
return LANGUAGES[lang]
|
python
|
def get_lang_class(lang):
"""Import and load a Language class.
lang (unicode): Two-letter language code, e.g. 'en'.
RETURNS (Language): Language class.
"""
global LANGUAGES
# Check if an entry point is exposed for the language code
entry_point = get_entry_point("spacy_languages", lang)
if entry_point is not None:
LANGUAGES[lang] = entry_point
return entry_point
if lang not in LANGUAGES:
try:
module = importlib.import_module(".lang.%s" % lang, "spacy")
except ImportError as err:
raise ImportError(Errors.E048.format(lang=lang, err=err))
LANGUAGES[lang] = getattr(module, module.__all__[0])
return LANGUAGES[lang]
|
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] |
Import and load a Language class.
lang (unicode): Two-letter language code, e.g. 'en'.
RETURNS (Language): Language class.
|
[
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"class",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L53-L71
|
train
|
Imports and loads a Language class.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + chr(0b110110) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\061' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + '\x36' + chr(0b100010 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(50) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b110110 + 0o71) + chr(335 - 284) + chr(0b110001) + chr(0b100110 + 0o15), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1252 - 1202) + chr(758 - 709) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8687 - 8576) + chr(0b10111 + 0o34) + chr(51) + chr(0b1100 + 0o44), 36549 - 36541), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\063' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11111 + 0o22) + chr(0b110100 + 0o0) + chr(2574 - 2519), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\x36' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7373 - 7262) + '\x31' + '\x37' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1115 - 1066) + '\062' + chr(237 - 185), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b11000 + 0o32) + '\x30' + '\x31', 0b1000), ehT0Px3KOsy9(chr(1202 - 1154) + '\157' + '\x32' + chr(0b110001) + '\x32', 8), ehT0Px3KOsy9(chr(48) + chr(12276 - 12165) + chr(0b1100 + 0o46) + '\067' + chr(0b100100 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(1238 - 1190) + '\x6f' + chr(0b10 + 0o60) + chr(0b1110 + 0o44) + chr(50), 20581 - 20573), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + '\066' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + chr(0b110011) + chr(0b10000 + 0o41) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(956 - 906) + chr(0b110001) + chr(0b100010 + 0o23), 41880 - 41872), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(7465 - 7354) + chr(50) + chr(52) + chr(701 - 653), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(662 - 613) + chr(50) + chr(0b1001 + 0o56), 65349 - 65341), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x32' + chr(52) + '\x30', 8), ehT0Px3KOsy9(chr(1624 - 1576) + chr(0b1101111) + chr(0b110011), 10272 - 10264), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101100 + 0o5) + chr(0b1101 + 0o46) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(249 - 138) + chr(49) + '\x30' + '\065', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x37' + chr(0b100001 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x36' + chr(0b1110 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b1111 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(0b101010 + 0o11) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\062' + '\066', 35583 - 35575), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110111) + chr(2041 - 1990), 58943 - 58935), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(53) + '\060', 33930 - 33922), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110110) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001 + 0o2) + '\061' + chr(0b101010 + 0o7), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + chr(49) + chr(0b100111 + 0o13) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\060' + chr(53), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001 + 0o1) + '\x35' + chr(1308 - 1256), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(52) + chr(0b110001), 54807 - 54799), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(55), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(2462 - 2351) + chr(0b10010 + 0o43) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f'), chr(100) + chr(0b1010011 + 0o22) + '\143' + chr(6222 - 6111) + chr(4399 - 4299) + chr(101))(chr(117) + chr(0b1110100) + '\x66' + chr(1261 - 1216) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AZJ0AwmVLmhr(ZH6CblBpklA9):
global FfoQCuLiHM4r
lPuj8CthMJ_q = pzlyO4LFG8jv(xafqLlk3kkUe(SXOLrMavuUCe(b'B\xfaQ\xf4\xb2\xd4\xb4y\t\x97\x0b5\xe6\xef\xca'), chr(100) + '\145' + '\143' + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(0b110000 + 0o104) + '\146' + chr(1330 - 1285) + chr(56)), ZH6CblBpklA9)
if lPuj8CthMJ_q is not None:
FfoQCuLiHM4r[ZH6CblBpklA9] = lPuj8CthMJ_q
return lPuj8CthMJ_q
if ZH6CblBpklA9 not in FfoQCuLiHM4r:
try:
RqocVGOryNPv = q3agYWpOJf7E.import_module(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xe6Q\xf9\xac\xa5\xfdk'), '\144' + chr(6705 - 6604) + chr(0b110010 + 0o61) + chr(111) + '\x64' + '\145')(chr(0b1110101) + chr(12541 - 12425) + chr(6772 - 6670) + chr(45) + chr(0b101000 + 0o20)) % ZH6CblBpklA9, xafqLlk3kkUe(SXOLrMavuUCe(b'B\xfaQ\xf4\xb2'), chr(100) + '\145' + chr(99) + '\157' + chr(0b1100100) + '\x65')('\x75' + chr(0b10011 + 0o141) + chr(0b1100110) + chr(882 - 837) + chr(56)))
except yROw0HWBk0Qc as n8HlHl2rqNTp:
raise yROw0HWBk0Qc(xafqLlk3kkUe(QgnVXGrwwWoC.E048, xafqLlk3kkUe(SXOLrMavuUCe(b'W\xe5B\xfa\xaa\xff'), chr(429 - 329) + chr(0b1100101) + chr(0b10011 + 0o120) + chr(9191 - 9080) + chr(0b1100100) + chr(8001 - 7900))('\165' + chr(0b111 + 0o155) + chr(102) + '\055' + chr(0b111000)))(lang=ZH6CblBpklA9, err=n8HlHl2rqNTp))
FfoQCuLiHM4r[ZH6CblBpklA9] = xafqLlk3kkUe(RqocVGOryNPv, RqocVGOryNPv.__all__[ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000), ord("\x08"))])
return FfoQCuLiHM4r[ZH6CblBpklA9]
|
explosion/spaCy
|
spacy/util.py
|
load_model
|
def load_model(name, **overrides):
"""Load a model from a shortcut link, package or data path.
name (unicode): Package name, shortcut link or model path.
**overrides: Specific overrides, like pipeline components to disable.
RETURNS (Language): `Language` class with the loaded model.
"""
data_path = get_data_path()
if not data_path or not data_path.exists():
raise IOError(Errors.E049.format(path=path2str(data_path)))
if isinstance(name, basestring_): # in data dir / shortcut
if name in set([d.name for d in data_path.iterdir()]):
return load_model_from_link(name, **overrides)
if is_package(name): # installed as package
return load_model_from_package(name, **overrides)
if Path(name).exists(): # path to model data directory
return load_model_from_path(Path(name), **overrides)
elif hasattr(name, "exists"): # Path or Path-like to model data
return load_model_from_path(name, **overrides)
raise IOError(Errors.E050.format(name=name))
|
python
|
def load_model(name, **overrides):
"""Load a model from a shortcut link, package or data path.
name (unicode): Package name, shortcut link or model path.
**overrides: Specific overrides, like pipeline components to disable.
RETURNS (Language): `Language` class with the loaded model.
"""
data_path = get_data_path()
if not data_path or not data_path.exists():
raise IOError(Errors.E049.format(path=path2str(data_path)))
if isinstance(name, basestring_): # in data dir / shortcut
if name in set([d.name for d in data_path.iterdir()]):
return load_model_from_link(name, **overrides)
if is_package(name): # installed as package
return load_model_from_package(name, **overrides)
if Path(name).exists(): # path to model data directory
return load_model_from_path(Path(name), **overrides)
elif hasattr(name, "exists"): # Path or Path-like to model data
return load_model_from_path(name, **overrides)
raise IOError(Errors.E050.format(name=name))
|
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] |
Load a model from a shortcut link, package or data path.
name (unicode): Package name, shortcut link or model path.
**overrides: Specific overrides, like pipeline components to disable.
RETURNS (Language): `Language` class with the loaded model.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L117-L136
|
train
|
Load a model from a shortcut link or a path.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + '\x32' + chr(54) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(699 - 651) + '\157' + chr(0b1110 + 0o45) + chr(0b110101) + chr(0b100010 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\062' + chr(657 - 605), 8172 - 8164), ehT0Px3KOsy9('\x30' + '\157' + chr(1484 - 1433) + '\064', 0o10), ehT0Px3KOsy9(chr(1877 - 1829) + chr(0b1101 + 0o142) + '\x33' + chr(1751 - 1703) + '\x30', 46536 - 46528), ehT0Px3KOsy9('\060' + chr(5647 - 5536) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b110011) + '\x33' + '\060', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(316 - 265) + '\065' + '\x35', 0b1000), ehT0Px3KOsy9(chr(1592 - 1544) + chr(6802 - 6691) + chr(50) + chr(1837 - 1787) + chr(225 - 173), 55909 - 55901), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(1079 - 968) + chr(0b101011 + 0o7) + '\065' + chr(0b110101), 45455 - 45447), ehT0Px3KOsy9(chr(2236 - 2188) + '\x6f' + '\061' + '\062' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x36' + '\x34', 53281 - 53273), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1011000 + 0o27) + '\x33' + chr(0b110111) + chr(0b1010 + 0o54), 0b1000), ehT0Px3KOsy9(chr(198 - 150) + chr(0b100010 + 0o115) + '\x32' + chr(0b1111 + 0o41) + chr(0b110011), 52742 - 52734), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b10 + 0o57) + chr(2053 - 1998), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1111 + 0o42) + '\067' + chr(52), 0o10), ehT0Px3KOsy9(chr(1305 - 1257) + chr(0b1101111) + '\x32' + chr(49) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11100 + 0o26) + '\x34' + chr(0b10100 + 0o34), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(50) + chr(1940 - 1892), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1605 - 1556) + chr(0b110100) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(50) + chr(1895 - 1840) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\067', 0o10), ehT0Px3KOsy9(chr(1569 - 1521) + chr(0b1101111) + chr(0b1111 + 0o42) + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b101110 + 0o101) + chr(0b1000 + 0o57) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\061' + chr(53) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(2199 - 2151) + chr(0b1011101 + 0o22) + chr(659 - 609) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(53) + chr(0b0 + 0o63), ord("\x08")), ehT0Px3KOsy9('\060' + chr(855 - 744) + '\x32' + '\064' + chr(0b110010), 13428 - 13420), ehT0Px3KOsy9(chr(2234 - 2186) + chr(0b111010 + 0o65) + chr(49) + '\x30' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(611 - 500) + '\061', 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\x32' + chr(1137 - 1088) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1269 - 1221) + '\157' + chr(49) + chr(0b110101) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101 + 0o55) + chr(51) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(7555 - 7444) + chr(50) + chr(1232 - 1178), 0o10), ehT0Px3KOsy9('\060' + chr(4416 - 4305) + chr(0b110010) + '\060', 8), ehT0Px3KOsy9(chr(48) + chr(5832 - 5721) + chr(1803 - 1754) + chr(0b11010 + 0o32) + chr(0b10 + 0o60), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1333 - 1282) + chr(637 - 586) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111101 + 0o62) + '\x33' + chr(52), 8), ehT0Px3KOsy9(chr(1991 - 1943) + chr(5032 - 4921) + '\062' + '\x33' + chr(0b10111 + 0o34), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\065' + chr(360 - 312), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d'), chr(3260 - 3160) + chr(8687 - 8586) + chr(1675 - 1576) + '\157' + '\x64' + chr(101))(chr(13550 - 13433) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(120 - 64)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cW8tcIfLyaAl(AIvJRzLdDfgF, **de6iQhrbBQ5Y):
VdUkFhGc7tTb = vvgC_tUTwJog()
if not VdUkFhGc7tTb or not xafqLlk3kkUe(VdUkFhGc7tTb, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x94\xbdo\xb4r'), '\144' + chr(0b1100101) + chr(0b1000101 + 0o36) + '\157' + '\x64' + '\145')('\x75' + '\x74' + '\146' + '\x2d' + chr(1631 - 1575)))():
raise sR2sPcm7Zrfn(xafqLlk3kkUe(QgnVXGrwwWoC.E049, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x83\xa6q\xa1u'), '\x64' + chr(5869 - 5768) + '\x63' + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + chr(5910 - 5808) + chr(45) + chr(0b111000)))(path=wSXxHgU2K_gp(VdUkFhGc7tTb)))
if PlSM16l2KDPD(AIvJRzLdDfgF, WsT6ux5SsWWG):
if AIvJRzLdDfgF in MVEN8G6CxlvR([xafqLlk3kkUe(pd3lxn9vqWxp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\xa5\xa2V\x92{\x94\x89\xd0y\xca\x16'), chr(0b1100100) + chr(1024 - 923) + chr(0b111110 + 0o45) + chr(111) + '\x64' + chr(7092 - 6991))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b11101 + 0o20) + '\070')) for pd3lxn9vqWxp in xafqLlk3kkUe(VdUkFhGc7tTb, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x98\xb1n\xa4h\xaa'), chr(7056 - 6956) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(117) + chr(3746 - 3630) + chr(102) + '\x2d' + chr(177 - 121)))()]):
return kyRPXgX5KkTr(AIvJRzLdDfgF, **de6iQhrbBQ5Y)
if iGslJPk2zNmj(AIvJRzLdDfgF):
return ZUdCfRzhfnQk(AIvJRzLdDfgF, **de6iQhrbBQ5Y)
if xafqLlk3kkUe(HiPOQr0Cdorg(AIvJRzLdDfgF), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x94\xbdo\xb4r'), chr(5211 - 5111) + '\x65' + chr(0b1100011) + chr(171 - 60) + chr(100) + chr(0b1100101))(chr(117) + chr(116) + '\146' + chr(595 - 550) + '\x38'))():
return wIAjpsE14VRl(HiPOQr0Cdorg(AIvJRzLdDfgF), **de6iQhrbBQ5Y)
elif lot1PSoAwYhj(AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x94\xbdo\xb4r'), chr(9685 - 9585) + chr(0b110011 + 0o62) + '\x63' + chr(0b1111 + 0o140) + chr(1587 - 1487) + chr(101))(chr(0b111001 + 0o74) + chr(0b101100 + 0o110) + chr(102) + '\x2d' + chr(56))):
return wIAjpsE14VRl(AIvJRzLdDfgF, **de6iQhrbBQ5Y)
raise sR2sPcm7Zrfn(xafqLlk3kkUe(QgnVXGrwwWoC.E050, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x83\xa6q\xa1u'), chr(100) + chr(6816 - 6715) + '\143' + chr(111) + chr(1937 - 1837) + chr(0b1001011 + 0o32))(chr(117) + chr(116) + chr(102) + chr(45) + '\070'))(name=AIvJRzLdDfgF))
|
explosion/spaCy
|
spacy/util.py
|
load_model_from_link
|
def load_model_from_link(name, **overrides):
"""Load a model from a shortcut link, or directory in spaCy data path."""
path = get_data_path() / name / "__init__.py"
try:
cls = import_file(name, path)
except AttributeError:
raise IOError(Errors.E051.format(name=name))
return cls.load(**overrides)
|
python
|
def load_model_from_link(name, **overrides):
"""Load a model from a shortcut link, or directory in spaCy data path."""
path = get_data_path() / name / "__init__.py"
try:
cls = import_file(name, path)
except AttributeError:
raise IOError(Errors.E051.format(name=name))
return cls.load(**overrides)
|
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] |
Load a model from a shortcut link, or directory in spaCy data path.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L139-L146
|
train
|
Load a model from a shortcut link or directory in spaCy data path.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2155 - 2107) + '\157' + chr(49) + chr(0b110111) + chr(0b10010 + 0o42), 35683 - 35675), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + '\063' + '\061' + chr(0b10 + 0o64), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b11 + 0o64) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(1668 - 1618) + '\065' + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100101 + 0o14) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10001 + 0o40) + '\065' + chr(55), 26969 - 26961), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110111) + chr(832 - 783), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b110011) + chr(54), 15930 - 15922), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(465 - 416) + chr(0b100111 + 0o20) + '\x36', 45102 - 45094), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + '\x32' + chr(0b110001 + 0o5) + chr(0b111 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(0b100101 + 0o14) + chr(51) + chr(0b10001 + 0o40), 0b1000), ehT0Px3KOsy9(chr(1478 - 1430) + '\x6f' + chr(0b101101 + 0o6) + '\066' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(459 - 407) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b110111) + '\065', 12056 - 12048), ehT0Px3KOsy9(chr(1833 - 1785) + chr(0b1101111) + chr(0b110011) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4631 - 4520) + chr(50) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(687 - 576) + chr(97 - 46) + chr(0b110110) + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9(chr(1713 - 1665) + chr(0b1101111) + chr(50) + chr(0b110010) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(11103 - 10992) + chr(51) + chr(0b110010) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + '\063' + chr(0b101101 + 0o10) + chr(0b0 + 0o66), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b111000 + 0o67) + chr(0b101110 + 0o5) + chr(768 - 716) + chr(0b101010 + 0o12), 0b1000), ehT0Px3KOsy9(chr(1823 - 1775) + chr(0b1101010 + 0o5) + chr(2394 - 2345) + chr(0b110010) + chr(0b110100 + 0o3), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(286 - 238) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110001) + '\x35' + '\x37', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111) + chr(0b10110 + 0o34), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(2193 - 2141) + chr(48), 7234 - 7226), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b11011 + 0o26) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100001 + 0o21) + '\065' + chr(0b101110 + 0o5), 16695 - 16687), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(50) + chr(0b110101) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\061' + '\064', 0o10), ehT0Px3KOsy9(chr(2171 - 2123) + chr(7294 - 7183) + chr(420 - 369) + chr(48) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(698 - 649) + chr(2141 - 2087) + '\x33', 52547 - 52539), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(48), 48636 - 48628), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + chr(0b110110) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(5333 - 5222) + chr(2021 - 1970) + '\x32' + chr(1186 - 1131), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(0b100011 + 0o16) + chr(0b1001 + 0o54) + '\x30', 39890 - 39882), ehT0Px3KOsy9(chr(2078 - 2030) + chr(0b1101111) + chr(1787 - 1736) + chr(1377 - 1326) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x34' + chr(479 - 428), 15899 - 15891)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(0b100111 + 0o11), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'R'), chr(100) + '\x65' + chr(0b1010 + 0o131) + chr(7703 - 7592) + '\x64' + chr(1858 - 1757))(chr(0b1110101) + chr(11295 - 11179) + chr(0b111000 + 0o56) + '\055' + chr(0b100001 + 0o27)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kyRPXgX5KkTr(AIvJRzLdDfgF, **de6iQhrbBQ5Y):
EaCjyhZptSer = vvgC_tUTwJog() / AIvJRzLdDfgF / xafqLlk3kkUe(SXOLrMavuUCe(b'#\x91\x16\xc6f\x1b&\xc1P\xc0 '), '\144' + '\145' + '\x63' + '\157' + chr(4039 - 3939) + chr(455 - 354))(chr(4147 - 4030) + chr(116) + '\146' + chr(0b100110 + 0o7) + chr(56))
try:
NSstowUUZlxS = YyTdN8FE7J7f(AIvJRzLdDfgF, EaCjyhZptSer)
except sHOWSIAKtU58:
raise sR2sPcm7Zrfn(xafqLlk3kkUe(QgnVXGrwwWoC.E051, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xa1\r\xc5n\x1b'), chr(0b1100100) + chr(101) + '\143' + chr(12077 - 11966) + '\x64' + chr(8565 - 8464))(chr(0b1010111 + 0o36) + '\x74' + '\x66' + chr(1744 - 1699) + chr(0b100111 + 0o21)))(name=AIvJRzLdDfgF))
return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xb6\x0b\xcc^"\x1c\xf7\t\xfa\x03\xb8'), chr(0b1100100) + '\145' + chr(99) + chr(111) + chr(4253 - 4153) + chr(0b1011111 + 0o6))(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b111000)))(**de6iQhrbBQ5Y)
|
explosion/spaCy
|
spacy/util.py
|
load_model_from_package
|
def load_model_from_package(name, **overrides):
"""Load a model from an installed package."""
cls = importlib.import_module(name)
return cls.load(**overrides)
|
python
|
def load_model_from_package(name, **overrides):
"""Load a model from an installed package."""
cls = importlib.import_module(name)
return cls.load(**overrides)
|
[
"def",
"load_model_from_package",
"(",
"name",
",",
"*",
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"overrides",
")",
":",
"cls",
"=",
"importlib",
".",
"import_module",
"(",
"name",
")",
"return",
"cls",
".",
"load",
"(",
"*",
"*",
"overrides",
")"
] |
Load a model from an installed package.
|
[
"Load",
"a",
"model",
"from",
"an",
"installed",
"package",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L149-L152
|
train
|
Load a model from an installed package.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110110) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10010 + 0o37) + '\x34' + chr(50), 35350 - 35342), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110111) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10111 + 0o32) + chr(0b110111) + chr(474 - 423), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(55) + '\067', 33917 - 33909), ehT0Px3KOsy9('\060' + chr(11711 - 11600) + '\x33' + chr(899 - 847) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(7068 - 6957) + chr(50) + chr(1841 - 1788) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(2172 - 2124) + '\157' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(0b110101) + chr(583 - 535), 54703 - 54695), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(1569 - 1516), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(798 - 747) + chr(48) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1721 - 1672) + chr(913 - 858) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1011011 + 0o24) + chr(49) + chr(52) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4199 - 4088) + chr(1943 - 1893) + chr(1146 - 1098) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(54) + chr(588 - 538), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\060' + chr(2155 - 2107), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110101) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100110 + 0o16) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(9720 - 9609) + '\063' + chr(2040 - 1986) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + chr(0b110011), 50217 - 50209), ehT0Px3KOsy9(chr(1698 - 1650) + '\157' + '\063' + chr(55) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(4579 - 4468) + chr(0b110011) + chr(1510 - 1462), 7272 - 7264), ehT0Px3KOsy9('\060' + chr(0b1001110 + 0o41) + chr(0b1001 + 0o52) + chr(974 - 926) + '\061', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101011 + 0o6) + '\062' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\062' + chr(0b1010 + 0o47) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\064' + chr(87 - 34), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b11100 + 0o25) + '\065', 13778 - 13770), ehT0Px3KOsy9(chr(1602 - 1554) + chr(0b111010 + 0o65) + '\x31' + chr(0b10001 + 0o43) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(8802 - 8691) + '\x37' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50 - 0) + chr(1807 - 1759) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\063' + chr(2321 - 2267) + chr(795 - 740), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o43) + chr(0b10011 + 0o37) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b111 + 0o54) + '\x33' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(4503 - 4392) + '\x33' + chr(0b0 + 0o62) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110111) + '\062', 21915 - 21907), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100101 + 0o14) + '\063' + '\065', 0b1000), ehT0Px3KOsy9(chr(558 - 510) + '\x6f' + chr(0b110001) + '\x37', 0o10), ehT0Px3KOsy9(chr(2273 - 2225) + chr(1185 - 1074) + chr(2216 - 2167) + chr(48), 436 - 428)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a'), chr(9759 - 9659) + '\145' + chr(99) + chr(0b1010 + 0o145) + chr(1611 - 1511) + chr(101))(chr(0b10101 + 0o140) + chr(0b1110100) + chr(1186 - 1084) + chr(1774 - 1729) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZUdCfRzhfnQk(AIvJRzLdDfgF, **de6iQhrbBQ5Y):
NSstowUUZlxS = q3agYWpOJf7E.import_module(AIvJRzLdDfgF)
return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x1a\xce\x1f\xae\xac\xcak__\x9b5'), chr(0b1001010 + 0o32) + '\145' + '\x63' + chr(0b1000100 + 0o53) + chr(0b1100100) + chr(0b1100101))(chr(0b1101010 + 0o13) + chr(1652 - 1536) + '\146' + chr(0b10000 + 0o35) + chr(1082 - 1026)))(**de6iQhrbBQ5Y)
|
explosion/spaCy
|
spacy/util.py
|
load_model_from_path
|
def load_model_from_path(model_path, meta=False, **overrides):
"""Load a model from a data directory path. Creates Language class with
pipeline from meta.json and then calls from_disk() with path."""
if not meta:
meta = get_model_meta(model_path)
cls = get_lang_class(meta["lang"])
nlp = cls(meta=meta, **overrides)
pipeline = meta.get("pipeline", [])
disable = overrides.get("disable", [])
if pipeline is True:
pipeline = nlp.Defaults.pipe_names
elif pipeline in (False, None):
pipeline = []
for name in pipeline:
if name not in disable:
config = meta.get("pipeline_args", {}).get(name, {})
component = nlp.create_pipe(name, config=config)
nlp.add_pipe(component, name=name)
return nlp.from_disk(model_path)
|
python
|
def load_model_from_path(model_path, meta=False, **overrides):
"""Load a model from a data directory path. Creates Language class with
pipeline from meta.json and then calls from_disk() with path."""
if not meta:
meta = get_model_meta(model_path)
cls = get_lang_class(meta["lang"])
nlp = cls(meta=meta, **overrides)
pipeline = meta.get("pipeline", [])
disable = overrides.get("disable", [])
if pipeline is True:
pipeline = nlp.Defaults.pipe_names
elif pipeline in (False, None):
pipeline = []
for name in pipeline:
if name not in disable:
config = meta.get("pipeline_args", {}).get(name, {})
component = nlp.create_pipe(name, config=config)
nlp.add_pipe(component, name=name)
return nlp.from_disk(model_path)
|
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] |
Load a model from a data directory path. Creates Language class with
pipeline from meta.json and then calls from_disk() with path.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L155-L173
|
train
|
Loads a language model from a data directory path. Creates a Language class with pipeline from meta. json and then calls from_disk() with path.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(48) + chr(520 - 465), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + '\061' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10100 + 0o37) + chr(0b11000 + 0o31) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100010 + 0o20) + chr(1433 - 1381) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1288 - 1237) + chr(2208 - 2160) + chr(78 - 26), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(50) + '\x33', 5102 - 5094), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1101 + 0o45) + chr(53) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b101000 + 0o10) + '\064', 34447 - 34439), ehT0Px3KOsy9(chr(48) + chr(0b1011010 + 0o25) + '\x31' + '\x34' + chr(1989 - 1934), 0b1000), ehT0Px3KOsy9('\060' + chr(12272 - 12161) + chr(0b110011) + chr(1362 - 1307) + '\x31', 27825 - 27817), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b110000) + chr(0b10010 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1100 + 0o143) + chr(51) + chr(2625 - 2572), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(49) + '\x33' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101111 + 0o2) + chr(50) + '\x34', 60899 - 60891), ehT0Px3KOsy9('\x30' + chr(9732 - 9621) + chr(0b110010) + chr(0b100110 + 0o20) + chr(0b110001), 42821 - 42813), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(49) + '\062' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2445 - 2395) + chr(52) + '\062', 22752 - 22744), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(51) + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(9641 - 9530) + '\x31' + '\061' + '\x30', 59564 - 59556), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(48) + chr(1016 - 964), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(1991 - 1938) + chr(0b10001 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101 + 0o142) + chr(50) + chr(50) + chr(0b1100 + 0o44), 0o10), ehT0Px3KOsy9(chr(1261 - 1213) + chr(0b1101111) + '\x33' + chr(0b110001) + chr(55), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101101 + 0o5) + '\x37' + chr(51), 0o10), ehT0Px3KOsy9(chr(564 - 516) + '\157' + chr(49) + '\064' + '\067', 8), ehT0Px3KOsy9(chr(680 - 632) + '\157' + chr(50) + chr(1704 - 1650) + chr(0b110110), 31507 - 31499), ehT0Px3KOsy9('\060' + chr(7886 - 7775) + chr(0b10111 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8666 - 8555) + '\x33' + chr(0b101 + 0o60) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6037 - 5926) + '\063' + chr(52) + '\064', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(0b10011 + 0o37) + chr(0b110001) + chr(1812 - 1758), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1768 - 1718) + '\060' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\x36', 32246 - 32238), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(50) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(1850 - 1739) + '\x31' + '\x37' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(469 - 418) + '\x35' + chr(0b1001 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(258 - 205) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\x31' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1310 - 1259) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + '\x31' + '\066' + chr(0b11100 + 0o24), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1142 - 1094) + chr(0b1101111) + chr(53) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9'), '\x64' + chr(101) + chr(2940 - 2841) + '\157' + '\144' + '\145')(chr(117) + chr(0b10011 + 0o141) + '\146' + chr(1519 - 1474) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def wIAjpsE14VRl(AlxtQPEw7WKZ, Ddxy_ihdYXS3=ehT0Px3KOsy9('\x30' + chr(4838 - 4727) + chr(582 - 534), 0o10), **de6iQhrbBQ5Y):
if not Ddxy_ihdYXS3:
Ddxy_ihdYXS3 = kr9ZPNATHCDI(AlxtQPEw7WKZ)
NSstowUUZlxS = AZJ0AwmVLmhr(Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xabk\xa1\xc4'), chr(3671 - 3571) + '\x65' + '\143' + '\157' + '\144' + '\145')(chr(1036 - 919) + chr(0b1001110 + 0o46) + chr(0b1100110) + '\055' + '\x38')])
kG7vGCqDzyIj = NSstowUUZlxS(meta=Ddxy_ihdYXS3, **de6iQhrbBQ5Y)
ri8yqNQ1eQuR = Ddxy_ihdYXS3.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7c\xbf\xc6\xa8:\xc4\xe1'), chr(0b11111 + 0o105) + chr(101) + chr(99) + chr(5386 - 5275) + chr(100) + chr(0b1100101))('\165' + chr(6836 - 6720) + '\146' + '\x2d' + '\x38'), [])
t9FEWG0ct8c1 = de6iQhrbBQ5Y.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3c\xbc\xc2\xa6?\xcf'), chr(3872 - 3772) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + chr(101))('\165' + '\164' + '\146' + '\x2d' + '\070'), [])
if ri8yqNQ1eQuR is ehT0Px3KOsy9('\x30' + chr(6878 - 6767) + chr(0b100100 + 0o15), 0o10):
ri8yqNQ1eQuR = kG7vGCqDzyIj.Defaults.pipe_names
elif ri8yqNQ1eQuR in (ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100101 + 0o13), 8), None):
ri8yqNQ1eQuR = []
for AIvJRzLdDfgF in ri8yqNQ1eQuR:
if AIvJRzLdDfgF not in t9FEWG0ct8c1:
jAj7S20Ct06o = Ddxy_ihdYXS3.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7c\xbf\xc6\xa8:\xc4\xe18\x98\xf3z-'), '\144' + chr(0b1100101) + '\x63' + chr(5313 - 5202) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(11092 - 10976) + chr(0b1100110) + chr(0b101101) + chr(285 - 229)), {}).get(AIvJRzLdDfgF, {})
M5lXaa6RJI35 = kG7vGCqDzyIj.create_pipe(AIvJRzLdDfgF, config=jAj7S20Ct06o)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6n\xab\xfc\xb4:\xda\xe1'), chr(0b101110 + 0o66) + '\x65' + chr(0b111000 + 0o53) + chr(0b1101111) + chr(100) + chr(802 - 701))(chr(0b1110101) + '\164' + '\146' + '\055' + '\x38'))(M5lXaa6RJI35, name=AIvJRzLdDfgF)
return xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1x\xa0\xce\x9b7\xc3\xf7\x0c'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b11010 + 0o113))(chr(0b1011001 + 0o34) + chr(0b1110100) + '\146' + chr(633 - 588) + chr(245 - 189)))(AlxtQPEw7WKZ)
|
explosion/spaCy
|
spacy/util.py
|
load_model_from_init_py
|
def load_model_from_init_py(init_file, **overrides):
"""Helper function to use in the `load()` method of a model package's
__init__.py.
init_file (unicode): Path to model's __init__.py, i.e. `__file__`.
**overrides: Specific overrides, like pipeline components to disable.
RETURNS (Language): `Language` class with loaded model.
"""
model_path = Path(init_file).parent
meta = get_model_meta(model_path)
data_dir = "%s_%s-%s" % (meta["lang"], meta["name"], meta["version"])
data_path = model_path / data_dir
if not model_path.exists():
raise IOError(Errors.E052.format(path=path2str(data_path)))
return load_model_from_path(data_path, meta, **overrides)
|
python
|
def load_model_from_init_py(init_file, **overrides):
"""Helper function to use in the `load()` method of a model package's
__init__.py.
init_file (unicode): Path to model's __init__.py, i.e. `__file__`.
**overrides: Specific overrides, like pipeline components to disable.
RETURNS (Language): `Language` class with loaded model.
"""
model_path = Path(init_file).parent
meta = get_model_meta(model_path)
data_dir = "%s_%s-%s" % (meta["lang"], meta["name"], meta["version"])
data_path = model_path / data_dir
if not model_path.exists():
raise IOError(Errors.E052.format(path=path2str(data_path)))
return load_model_from_path(data_path, meta, **overrides)
|
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] |
Helper function to use in the `load()` method of a model package's
__init__.py.
init_file (unicode): Path to model's __init__.py, i.e. `__file__`.
**overrides: Specific overrides, like pipeline components to disable.
RETURNS (Language): `Language` class with loaded model.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L176-L190
|
train
|
Helper function to use in the load method of a model package s
__init__. py.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(7094 - 6983) + '\061' + '\x31' + chr(48), 770 - 762), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b110000) + chr(1940 - 1889), 0b1000), ehT0Px3KOsy9('\060' + chr(12102 - 11991) + chr(0b10111 + 0o33) + chr(0b110101) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(1851 - 1800) + chr(0b110110) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11399 - 11288) + chr(0b10101 + 0o35) + chr(0b1101 + 0o43) + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(1488 - 1438) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1980 - 1932) + chr(4525 - 4414) + chr(1981 - 1931) + chr(0b110010 + 0o5) + chr(1287 - 1235), 55841 - 55833), ehT0Px3KOsy9(chr(1544 - 1496) + chr(4158 - 4047) + chr(2276 - 2225) + '\061' + chr(931 - 877), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + chr(1995 - 1945) + '\x35' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(2418 - 2307) + chr(0b110001) + chr(0b101 + 0o54) + chr(49), 23467 - 23459), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b110011) + chr(0b110111), 20247 - 20239), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\061' + '\065' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1073 - 1025) + chr(11748 - 11637) + '\x32' + chr(0b110111) + chr(0b10101 + 0o37), 8), ehT0Px3KOsy9(chr(1051 - 1003) + '\157' + '\062' + chr(51) + chr(953 - 902), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001 + 0o2) + chr(50) + chr(0b1100 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(1578 - 1530) + '\157' + '\062' + chr(0b11000 + 0o32) + chr(2110 - 2059), 0o10), ehT0Px3KOsy9(chr(321 - 273) + '\157' + chr(50) + '\x36' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11902 - 11791) + '\065' + chr(0b100111 + 0o16), 63791 - 63783), ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + '\061' + chr(0b110010) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1091 - 1043) + chr(0b1101001 + 0o6) + chr(0b110001 + 0o0) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\064' + chr(1881 - 1832), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b101111 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10535 - 10424) + chr(50) + chr(51) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(52) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\x33' + chr(2269 - 2218) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + '\x32' + '\062' + chr(53), 0o10), ehT0Px3KOsy9(chr(1208 - 1160) + chr(11759 - 11648) + chr(51) + chr(0b10100 + 0o43) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\x33' + chr(55) + chr(0b11 + 0o62), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(728 - 675) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b100101 + 0o13) + chr(1303 - 1250), 0o10), ehT0Px3KOsy9('\060' + chr(6600 - 6489) + '\x32' + '\x34' + chr(0b1100 + 0o50), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(503 - 452) + chr(50) + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(2253 - 2205) + chr(0b1101111) + chr(50) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(106 - 52) + chr(74 - 25), 34267 - 34259), ehT0Px3KOsy9(chr(1201 - 1153) + '\157' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(413 - 365) + chr(10024 - 9913) + chr(0b110011) + chr(0b101000 + 0o14) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\063' + chr(410 - 357), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1011 + 0o144) + chr(0b101011 + 0o6) + '\067' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\066', 37701 - 37693)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'f'), chr(9991 - 9891) + '\x65' + chr(0b1100011) + chr(0b1101111 + 0o0) + chr(0b1100001 + 0o3) + chr(0b10111 + 0o116))('\x75' + chr(0b1001010 + 0o52) + '\x66' + '\055' + chr(0b101101 + 0o13)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def meZj31xK_lkh(BuMnD2JhBt6T, **de6iQhrbBQ5Y):
AlxtQPEw7WKZ = HiPOQr0Cdorg(BuMnD2JhBt6T).KojYgxZ3VIQZ
Ddxy_ihdYXS3 = kr9ZPNATHCDI(AlxtQPEw7WKZ)
kVFRD544hi_1 = xafqLlk3kkUe(SXOLrMavuUCe(b'm\xf0\xf6\xd5\xf0\xfc\x99\xbd'), chr(100) + '\145' + '\143' + chr(111) + chr(7778 - 7678) + chr(0b1001111 + 0o26))(chr(0b1110101) + chr(0b1110100) + chr(0b1011010 + 0o14) + chr(197 - 152) + chr(0b1000 + 0o60)) % (Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'$\xe2\xc7\x97'), chr(3086 - 2986) + '\x65' + chr(0b101001 + 0o72) + chr(0b1101111) + chr(0b100011 + 0o101) + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000))], Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'&\xe2\xc4\x95'), chr(5471 - 5371) + '\x65' + chr(0b1100011) + chr(11704 - 11593) + chr(100) + '\x65')('\165' + chr(12582 - 12466) + '\146' + chr(941 - 896) + chr(0b100 + 0o64))], Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'>\xe6\xdb\x83\xea\xbe\xd2'), chr(100) + chr(0b110011 + 0o62) + chr(9602 - 9503) + '\x6f' + chr(0b101 + 0o137) + '\x65')('\165' + chr(0b1110100) + chr(956 - 854) + chr(0b100110 + 0o7) + chr(0b10100 + 0o44))])
VdUkFhGc7tTb = AlxtQPEw7WKZ / kVFRD544hi_1
if not xafqLlk3kkUe(AlxtQPEw7WKZ, xafqLlk3kkUe(SXOLrMavuUCe(b'-\xfb\xc0\x83\xf7\xa2'), chr(0b1000 + 0o134) + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))():
raise sR2sPcm7Zrfn(xafqLlk3kkUe(QgnVXGrwwWoC.E052, xafqLlk3kkUe(SXOLrMavuUCe(b'.\xec\xdb\x9d\xe2\xa5'), chr(0b111001 + 0o53) + chr(0b1100101) + '\143' + chr(0b1100110 + 0o11) + chr(0b1100100) + chr(2025 - 1924))('\x75' + chr(116) + chr(2436 - 2334) + chr(45) + chr(56)))(path=wSXxHgU2K_gp(VdUkFhGc7tTb)))
return wIAjpsE14VRl(VdUkFhGc7tTb, Ddxy_ihdYXS3, **de6iQhrbBQ5Y)
|
explosion/spaCy
|
spacy/util.py
|
get_model_meta
|
def get_model_meta(path):
"""Get model meta.json from a directory path and validate its contents.
path (unicode or Path): Path to model directory.
RETURNS (dict): The model's meta data.
"""
model_path = ensure_path(path)
if not model_path.exists():
raise IOError(Errors.E052.format(path=path2str(model_path)))
meta_path = model_path / "meta.json"
if not meta_path.is_file():
raise IOError(Errors.E053.format(path=meta_path))
meta = srsly.read_json(meta_path)
for setting in ["lang", "name", "version"]:
if setting not in meta or not meta[setting]:
raise ValueError(Errors.E054.format(setting=setting))
return meta
|
python
|
def get_model_meta(path):
"""Get model meta.json from a directory path and validate its contents.
path (unicode or Path): Path to model directory.
RETURNS (dict): The model's meta data.
"""
model_path = ensure_path(path)
if not model_path.exists():
raise IOError(Errors.E052.format(path=path2str(model_path)))
meta_path = model_path / "meta.json"
if not meta_path.is_file():
raise IOError(Errors.E053.format(path=meta_path))
meta = srsly.read_json(meta_path)
for setting in ["lang", "name", "version"]:
if setting not in meta or not meta[setting]:
raise ValueError(Errors.E054.format(setting=setting))
return meta
|
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] |
Get model meta.json from a directory path and validate its contents.
path (unicode or Path): Path to model directory.
RETURNS (dict): The model's meta data.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L193-L209
|
train
|
Get model meta. json from a directory path and validate its contents.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + '\060', 40965 - 40957), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(792 - 738) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\x33' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x30' + '\x36', 29741 - 29733), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b101 + 0o54) + chr(0b100111 + 0o15) + chr(0b110011), 46431 - 46423), ehT0Px3KOsy9(chr(48) + chr(0b101100 + 0o103) + '\067' + chr(0b101011 + 0o14), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(1659 - 1605) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o47) + chr(0b100011 + 0o21) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\064' + chr(0b100110 + 0o16), 34609 - 34601), ehT0Px3KOsy9('\x30' + chr(111) + chr(515 - 465) + '\x36' + chr(324 - 276), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2641 - 2586) + chr(0b10011 + 0o41), 14517 - 14509), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11000 + 0o32) + chr(48) + chr(48), 8433 - 8425), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(0b11111 + 0o23) + chr(1603 - 1553) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(1497 - 1449) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(672 - 561) + chr(2252 - 2201) + '\x37' + chr(0b101011 + 0o5), 57252 - 57244), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(0b1110 + 0o45) + '\064' + chr(0b101111 + 0o5), 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(418 - 368) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(2240 - 2192) + chr(0b1101111) + '\061' + chr(1748 - 1699) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(53) + '\065', 53010 - 53002), ehT0Px3KOsy9('\060' + chr(1844 - 1733) + '\062' + '\065' + chr(0b101000 + 0o16), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1000 + 0o55) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\x36' + '\063', 43711 - 43703), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b1000 + 0o53) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010000 + 0o37) + chr(0b100000 + 0o21) + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(268 - 157) + '\x33' + chr(51) + chr(54), 7450 - 7442), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b100101 + 0o112) + chr(1756 - 1706) + '\066' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(792 - 743) + chr(0b110111) + chr(0b11111 + 0o30), 0b1000), ehT0Px3KOsy9(chr(338 - 290) + chr(111) + '\x32' + chr(0b110011) + '\067', 54153 - 54145), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1480 - 1429) + chr(1342 - 1290) + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(0b1111 + 0o44) + chr(2008 - 1960) + '\x31', 25918 - 25910), ehT0Px3KOsy9('\060' + chr(2215 - 2104) + chr(2102 - 2052) + '\064', 0b1000), ehT0Px3KOsy9(chr(1942 - 1894) + chr(111) + '\064' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(53) + chr(2506 - 2455), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(1122 - 1071) + chr(2522 - 2467), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b10001 + 0o136) + chr(635 - 584) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10 + 0o61) + '\x36' + chr(0b110010 + 0o5), 22252 - 22244), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + '\x33' + chr(0b110010) + '\065', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), chr(0b1011101 + 0o7) + chr(2623 - 2522) + chr(0b100001 + 0o102) + chr(4564 - 4453) + '\144' + chr(101))('\165' + '\164' + '\146' + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kr9ZPNATHCDI(EaCjyhZptSer):
AlxtQPEw7WKZ = Jzw5SxI_iwGO(EaCjyhZptSer)
if not xafqLlk3kkUe(AlxtQPEw7WKZ, xafqLlk3kkUe(SXOLrMavuUCe(b']\xcct\xb5\x17L'), chr(0b1100100) + chr(0b1011010 + 0o13) + chr(8840 - 8741) + chr(0b0 + 0o157) + '\144' + '\145')(chr(117) + chr(0b110101 + 0o77) + '\x66' + chr(0b100000 + 0o15) + '\070'))():
raise sR2sPcm7Zrfn(xafqLlk3kkUe(QgnVXGrwwWoC.E052, xafqLlk3kkUe(SXOLrMavuUCe(b'^\xdbo\xab\x02K'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(1010 - 893) + chr(116) + chr(0b110 + 0o140) + '\x2d' + chr(0b10100 + 0o44)))(path=wSXxHgU2K_gp(AlxtQPEw7WKZ)))
EnlLcM0uvHG1 = AlxtQPEw7WKZ / xafqLlk3kkUe(SXOLrMavuUCe(b'U\xd1i\xa7MU\x06\r\x8a'), chr(100) + chr(0b1100101) + '\x63' + chr(9161 - 9050) + chr(6981 - 6881) + chr(0b1100101))(chr(117) + '\164' + '\146' + chr(101 - 56) + '\070')
if not xafqLlk3kkUe(EnlLcM0uvHG1, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xc7B\xa0\nS\x10'), chr(0b1100100 + 0o0) + '\145' + chr(0b1010110 + 0o15) + chr(111) + '\x64' + '\x65')('\165' + '\x74' + '\x66' + chr(0b100100 + 0o11) + chr(56)))():
raise sR2sPcm7Zrfn(xafqLlk3kkUe(QgnVXGrwwWoC.E053, xafqLlk3kkUe(SXOLrMavuUCe(b'^\xdbo\xab\x02K'), chr(100) + chr(4486 - 4385) + chr(0b11111 + 0o104) + '\x6f' + '\144' + chr(0b10000 + 0o125))(chr(0b100011 + 0o122) + chr(116) + chr(0b1001010 + 0o34) + chr(45) + chr(56)))(path=EnlLcM0uvHG1))
Ddxy_ihdYXS3 = ofUnO0upCeVG.read_json(EnlLcM0uvHG1)
for Mkvq2EMJ45Jn in [xafqLlk3kkUe(SXOLrMavuUCe(b'T\xd5s\xa1'), chr(0b101011 + 0o71) + '\x65' + '\143' + '\x6f' + chr(5939 - 5839) + '\145')('\x75' + chr(0b1011000 + 0o34) + chr(102) + chr(0b100 + 0o51) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'V\xd5p\xa3'), '\x64' + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(117) + '\164' + chr(0b1010111 + 0o17) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'N\xd1o\xb5\nP\x1b'), chr(0b1100100) + '\145' + chr(0b1011010 + 0o11) + chr(0b1101111) + chr(100) + chr(0b1100000 + 0o5))('\x75' + '\164' + chr(102) + '\x2d' + chr(56))]:
if Mkvq2EMJ45Jn not in Ddxy_ihdYXS3 or not Ddxy_ihdYXS3[Mkvq2EMJ45Jn]:
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E054, xafqLlk3kkUe(SXOLrMavuUCe(b'^\xdbo\xab\x02K'), chr(0b1100100) + chr(101) + chr(6445 - 6346) + '\157' + chr(100) + chr(101))('\165' + chr(2407 - 2291) + chr(0b1100110) + chr(344 - 299) + chr(2174 - 2118)))(setting=Mkvq2EMJ45Jn))
return Ddxy_ihdYXS3
|
explosion/spaCy
|
spacy/util.py
|
get_package_path
|
def get_package_path(name):
"""Get the path to an installed package.
name (unicode): Package name.
RETURNS (Path): Path to installed package.
"""
name = name.lower() # use lowercase version to be safe
# Here we're importing the module just to find it. This is worryingly
# indirect, but it's otherwise very difficult to find the package.
pkg = importlib.import_module(name)
return Path(pkg.__file__).parent
|
python
|
def get_package_path(name):
"""Get the path to an installed package.
name (unicode): Package name.
RETURNS (Path): Path to installed package.
"""
name = name.lower() # use lowercase version to be safe
# Here we're importing the module just to find it. This is worryingly
# indirect, but it's otherwise very difficult to find the package.
pkg = importlib.import_module(name)
return Path(pkg.__file__).parent
|
[
"def",
"get_package_path",
"(",
"name",
")",
":",
"name",
"=",
"name",
".",
"lower",
"(",
")",
"# use lowercase version to be safe",
"# Here we're importing the module just to find it. This is worryingly",
"# indirect, but it's otherwise very difficult to find the package.",
"pkg",
"=",
"importlib",
".",
"import_module",
"(",
"name",
")",
"return",
"Path",
"(",
"pkg",
".",
"__file__",
")",
".",
"parent"
] |
Get the path to an installed package.
name (unicode): Package name.
RETURNS (Path): Path to installed package.
|
[
"Get",
"the",
"path",
"to",
"an",
"installed",
"package",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L226-L236
|
train
|
Get the path to an installed package.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(804 - 756) + '\x6f' + chr(52) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4167 - 4056) + chr(2224 - 2174) + chr(0b10110 + 0o41) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\060' + chr(0b101 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(0b110010 + 0o4) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(48), 17287 - 17279), ehT0Px3KOsy9('\x30' + chr(10900 - 10789) + chr(0b110101) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1617 - 1569) + chr(111) + chr(0b110010) + chr(0b110010) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(2287 - 2239) + '\157' + chr(0b101010 + 0o11) + '\065' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101101 + 0o102) + chr(193 - 143) + chr(49) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(0b1001 + 0o52) + chr(50) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(50) + chr(0b101011 + 0o11) + chr(51), 23087 - 23079), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\066' + chr(0b101000 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(1744 - 1696) + chr(111) + chr(0b100110 + 0o15) + '\063' + chr(198 - 145), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b10111 + 0o130) + chr(0b101011 + 0o6) + chr(0b1110 + 0o46) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101110 + 0o4) + chr(48) + chr(2299 - 2251), 5599 - 5591), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + '\063' + '\066' + chr(0b110011), 27989 - 27981), ehT0Px3KOsy9(chr(1133 - 1085) + '\x6f' + '\066' + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2025 - 1970) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(1581 - 1531) + chr(0b1001 + 0o53), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + '\060', 0b1000), ehT0Px3KOsy9(chr(1193 - 1145) + '\157' + chr(0b110001) + '\x33' + chr(0b10010 + 0o43), 63595 - 63587), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(53) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1765 - 1715) + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\062' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(54) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11101 + 0o26) + '\x36' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(810 - 699) + '\062' + chr(2574 - 2523) + '\x36', 44858 - 44850), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(11437 - 11326) + chr(0b110001) + chr(0b101100 + 0o12) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(8240 - 8129) + '\x31' + chr(0b110011 + 0o0) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(9708 - 9597) + chr(55) + chr(69 - 21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110110 + 0o0) + chr(2409 - 2358), 4942 - 4934), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(49) + '\061' + chr(0b11011 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\067' + '\065', 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(961 - 907) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7373 - 7262) + '\x32' + chr(50) + chr(2008 - 1959), 8), ehT0Px3KOsy9(chr(1997 - 1949) + chr(0b110101 + 0o72) + '\x33' + '\061' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b100 + 0o54) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b1000 + 0o55) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1094 - 1046) + chr(0b1100010 + 0o15) + chr(49) + '\x35' + chr(1560 - 1507), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1111 + 0o46) + chr(842 - 794), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), chr(100) + chr(0b1010100 + 0o21) + chr(99) + chr(0b1110 + 0o141) + chr(100) + '\x65')(chr(0b11010 + 0o133) + chr(0b1101110 + 0o6) + chr(3114 - 3012) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def EIKFnWAd1D_q(AIvJRzLdDfgF):
AIvJRzLdDfgF = AIvJRzLdDfgF.lower()
i3uAp9PIKq_d = q3agYWpOJf7E.import_module(AIvJRzLdDfgF)
return xafqLlk3kkUe(HiPOQr0Cdorg(i3uAp9PIKq_d.__file__), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xd4\xaenOR\xcb\xda\xde\x9a\xf2l'), chr(0b1100000 + 0o4) + '\x65' + chr(0b1100011) + chr(0b1000010 + 0o55) + chr(9565 - 9465) + chr(8834 - 8733))(chr(117) + chr(116) + '\146' + chr(0b11010 + 0o23) + chr(0b111000)))
|
explosion/spaCy
|
spacy/util.py
|
get_entry_points
|
def get_entry_points(key):
"""Get registered entry points from other packages for a given key, e.g.
'spacy_factories' and return them as a dictionary, keyed by name.
key (unicode): Entry point name.
RETURNS (dict): Entry points, keyed by name.
"""
result = {}
for entry_point in pkg_resources.iter_entry_points(key):
result[entry_point.name] = entry_point.load()
return result
|
python
|
def get_entry_points(key):
"""Get registered entry points from other packages for a given key, e.g.
'spacy_factories' and return them as a dictionary, keyed by name.
key (unicode): Entry point name.
RETURNS (dict): Entry points, keyed by name.
"""
result = {}
for entry_point in pkg_resources.iter_entry_points(key):
result[entry_point.name] = entry_point.load()
return result
|
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"}",
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"pkg_resources",
".",
"iter_entry_points",
"(",
"key",
")",
":",
"result",
"[",
"entry_point",
".",
"name",
"]",
"=",
"entry_point",
".",
"load",
"(",
")",
"return",
"result"
] |
Get registered entry points from other packages for a given key, e.g.
'spacy_factories' and return them as a dictionary, keyed by name.
key (unicode): Entry point name.
RETURNS (dict): Entry points, keyed by name.
|
[
"Get",
"registered",
"entry",
"points",
"from",
"other",
"packages",
"for",
"a",
"given",
"key",
"e",
".",
"g",
".",
"spacy_factories",
"and",
"return",
"them",
"as",
"a",
"dictionary",
"keyed",
"by",
"name",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L239-L249
|
train
|
Get registered entry points from other packages for a given key e. g. catalyz_factories and return them as a dictionary keyed by name.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(1876 - 1825) + '\x30' + '\x31', 65481 - 65473), ehT0Px3KOsy9('\x30' + chr(4476 - 4365) + chr(0b101000 + 0o15) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(54) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(4421 - 4310) + chr(0b1001 + 0o51) + '\x33' + '\067', 37660 - 37652), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x30' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(5533 - 5422) + chr(51) + chr(0b100100 + 0o22) + '\x30', 41697 - 41689), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(767 - 719) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(1723 - 1675) + chr(11626 - 11515) + chr(0b1001 + 0o51) + chr(0b110000) + chr(729 - 678), 56113 - 56105), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2058 - 1947) + '\061' + '\062' + chr(0b1001 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110111) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\065' + '\062', 41609 - 41601), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101 + 0o57) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101000 + 0o12) + chr(52) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + chr(0b0 + 0o62) + chr(0b11011 + 0o25) + chr(0b110001), 23853 - 23845), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(49) + chr(0b100101 + 0o21), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(55) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100000 + 0o21) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100000 + 0o23) + chr(0b10010 + 0o44) + chr(0b1100 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(424 - 313) + '\063' + chr(0b110000 + 0o2) + chr(0b100111 + 0o15), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1178 - 1129) + chr(0b111 + 0o53) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1454 - 1405) + chr(662 - 613) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(1608 - 1497) + '\062' + chr(0b11100 + 0o31), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011111 + 0o20) + chr(0b11000 + 0o31) + '\x32' + chr(0b11000 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + '\x33' + chr(87 - 35) + chr(0b11100 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(50) + chr(1358 - 1307) + chr(834 - 782), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + '\x32' + chr(1597 - 1548), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1416 - 1365) + '\066' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10684 - 10573) + '\x31' + chr(0b110000) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b110110) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(48) + chr(52), 8), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(0b110010) + chr(894 - 843) + chr(0b1010 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b101000 + 0o107) + chr(51) + chr(55) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(150 - 101) + chr(55) + chr(1358 - 1309), 0o10), ehT0Px3KOsy9(chr(2125 - 2077) + '\x6f' + chr(1695 - 1644) + '\063' + chr(0b0 + 0o65), 0o10), ehT0Px3KOsy9(chr(774 - 726) + '\157' + chr(0b110010) + chr(0b10 + 0o65) + chr(52), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b10001 + 0o45) + chr(370 - 321), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(2256 - 2202), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1954 - 1901) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xef'), chr(0b1101 + 0o127) + '\145' + chr(2528 - 2429) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + chr(1362 - 1260) + '\055' + chr(1580 - 1524)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CmORrZQHons9(K3J4ZwSlE0sT):
ShZmEKfTkAOZ = {}
for lPuj8CthMJ_q in xafqLlk3kkUe(SedyUXfqv7Ho, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8_\xd3\xed\x9b\x95*B\xf1A\x0e\xc9\x85N\xc9\xf5}'), chr(0b1100100) + '\145' + chr(364 - 265) + '\157' + chr(0b1100100) + chr(101))('\165' + chr(0b1110100) + chr(0b111000 + 0o56) + chr(45) + '\070'))(K3J4ZwSlE0sT):
ShZmEKfTkAOZ[lPuj8CthMJ_q.AIvJRzLdDfgF] = lPuj8CthMJ_q.mxtdQMeiwJZJ()
return ShZmEKfTkAOZ
|
explosion/spaCy
|
spacy/util.py
|
get_entry_point
|
def get_entry_point(key, value):
"""Check if registered entry point is available for a given name and
load it. Otherwise, return None.
key (unicode): Entry point name.
value (unicode): Name of entry point to load.
RETURNS: The loaded entry point or None.
"""
for entry_point in pkg_resources.iter_entry_points(key):
if entry_point.name == value:
return entry_point.load()
|
python
|
def get_entry_point(key, value):
"""Check if registered entry point is available for a given name and
load it. Otherwise, return None.
key (unicode): Entry point name.
value (unicode): Name of entry point to load.
RETURNS: The loaded entry point or None.
"""
for entry_point in pkg_resources.iter_entry_points(key):
if entry_point.name == value:
return entry_point.load()
|
[
"def",
"get_entry_point",
"(",
"key",
",",
"value",
")",
":",
"for",
"entry_point",
"in",
"pkg_resources",
".",
"iter_entry_points",
"(",
"key",
")",
":",
"if",
"entry_point",
".",
"name",
"==",
"value",
":",
"return",
"entry_point",
".",
"load",
"(",
")"
] |
Check if registered entry point is available for a given name and
load it. Otherwise, return None.
key (unicode): Entry point name.
value (unicode): Name of entry point to load.
RETURNS: The loaded entry point or None.
|
[
"Check",
"if",
"registered",
"entry",
"point",
"is",
"available",
"for",
"a",
"given",
"name",
"and",
"load",
"it",
".",
"Otherwise",
"return",
"None",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L252-L262
|
train
|
Checks if a registered entry point is available for a given name and load it. If it is available return None. Otherwise return None.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2226 - 2175) + chr(0b101011 + 0o5) + chr(1116 - 1064), 55809 - 55801), ehT0Px3KOsy9(chr(349 - 301) + chr(0b1010000 + 0o37) + chr(0b101110 + 0o4) + chr(0b10000 + 0o44) + chr(0b1001 + 0o53), 59549 - 59541), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + chr(0b11110 + 0o25) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(8183 - 8072) + chr(0b110001) + chr(0b11100 + 0o32) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(51) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11001 + 0o30) + chr(0b110111) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + '\x31' + '\x31' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\063' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(7722 - 7611) + chr(0b11011 + 0o26) + chr(0b101010 + 0o11) + chr(1203 - 1155), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(9422 - 9311) + chr(50) + '\065' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110001) + chr(2266 - 2211), 0b1000), ehT0Px3KOsy9('\x30' + chr(8769 - 8658) + chr(0b110011) + chr(0b110110) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1158 - 1110) + chr(0b1101111) + chr(49) + chr(819 - 767) + chr(0b100001 + 0o17), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(173 - 62) + '\061' + chr(0b100010 + 0o22) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(374 - 323) + '\x35' + chr(331 - 278), ord("\x08")), ehT0Px3KOsy9(chr(1782 - 1734) + chr(0b1101111) + chr(1373 - 1322) + chr(55) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(9535 - 9424) + chr(51) + chr(54) + chr(0b110100), 46000 - 45992), ehT0Px3KOsy9(chr(1278 - 1230) + chr(0b100011 + 0o114) + '\067' + '\064', 34919 - 34911), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x35' + '\062', 0b1000), ehT0Px3KOsy9(chr(1782 - 1734) + chr(5871 - 5760) + '\062' + '\x35' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(53) + '\064', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + '\065' + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10 + 0o60) + chr(75 - 26) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\062' + '\067' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x37' + chr(2133 - 2083), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1131 - 1081) + chr(1292 - 1239) + chr(50), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(354 - 300) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b100011 + 0o24) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1111 + 0o43) + chr(0b110111) + chr(1953 - 1900), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\x37' + chr(733 - 685), 58198 - 58190), ehT0Px3KOsy9('\060' + chr(111) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(0b101111 + 0o4) + '\x31' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + chr(52) + chr(0b11101 + 0o27), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110011), 36752 - 36744), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b100101 + 0o16) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\x37' + chr(2665 - 2611), 8), ehT0Px3KOsy9(chr(1757 - 1709) + chr(0b1101111) + chr(50) + chr(55) + chr(1179 - 1129), 0o10), ehT0Px3KOsy9(chr(48) + chr(10905 - 10794) + chr(0b110001 + 0o1) + '\x30', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(0b110101) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xea'), chr(0b1000100 + 0o40) + '\145' + chr(6041 - 5942) + chr(0b1101110 + 0o1) + chr(0b100101 + 0o77) + chr(0b100101 + 0o100))('\165' + chr(10432 - 10316) + chr(102) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pzlyO4LFG8jv(K3J4ZwSlE0sT, QmmgWUB13VCJ):
for lPuj8CthMJ_q in xafqLlk3kkUe(SedyUXfqv7Ho, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xd0y\x07\x07\x1a&\xaam!O\xd9\xe0\x9f\x0e\x13\x9e'), chr(0b1100100) + '\x65' + chr(4317 - 4218) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(K3J4ZwSlE0sT):
if xafqLlk3kkUe(lPuj8CthMJ_q, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xedj?\n\x05\x04\xba[>w\xef'), chr(6495 - 6395) + chr(0b1100101) + chr(99) + '\157' + chr(100) + chr(101))(chr(117) + chr(12521 - 12405) + chr(0b1100110) + chr(45) + chr(0b111000))) == QmmgWUB13VCJ:
return xafqLlk3kkUe(lPuj8CthMJ_q, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xdch\x11\t2-\xb7h\x12J\xe3'), '\x64' + chr(1264 - 1163) + chr(3797 - 3698) + chr(0b10010 + 0o135) + chr(5200 - 5100) + '\145')(chr(0b110 + 0o157) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(56)))()
|
explosion/spaCy
|
spacy/util.py
|
is_in_jupyter
|
def is_in_jupyter():
"""Check if user is running spaCy from a Jupyter notebook by detecting the
IPython kernel. Mainly used for the displaCy visualizer.
RETURNS (bool): True if in Jupyter, False if not.
"""
# https://stackoverflow.com/a/39662359/6400719
try:
shell = get_ipython().__class__.__name__
if shell == "ZMQInteractiveShell":
return True # Jupyter notebook or qtconsole
except NameError:
return False # Probably standard Python interpreter
return False
|
python
|
def is_in_jupyter():
"""Check if user is running spaCy from a Jupyter notebook by detecting the
IPython kernel. Mainly used for the displaCy visualizer.
RETURNS (bool): True if in Jupyter, False if not.
"""
# https://stackoverflow.com/a/39662359/6400719
try:
shell = get_ipython().__class__.__name__
if shell == "ZMQInteractiveShell":
return True # Jupyter notebook or qtconsole
except NameError:
return False # Probably standard Python interpreter
return False
|
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"return",
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] |
Check if user is running spaCy from a Jupyter notebook by detecting the
IPython kernel. Mainly used for the displaCy visualizer.
RETURNS (bool): True if in Jupyter, False if not.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L265-L277
|
train
|
Check if user is running spaCy from a Jupyter notebook by detecting the
IPython kernel and then checking if it is in Jupyter or Qtconsole.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(461 - 409) + chr(0b100100 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + chr(9337 - 9226) + chr(0b110011) + '\060' + chr(1066 - 1012), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(407 - 356) + chr(1933 - 1885) + '\x33', 4106 - 4098), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\061' + chr(443 - 392), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + '\x33' + chr(0b100100 + 0o20) + chr(0b10110 + 0o35), 0b1000), ehT0Px3KOsy9('\060' + chr(7869 - 7758) + chr(724 - 675) + chr(0b110000 + 0o2), 37710 - 37702), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(49) + chr(2246 - 2197) + chr(0b111 + 0o52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + chr(0b101110 + 0o5) + chr(0b110011 + 0o4) + chr(0b101111 + 0o5), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(440 - 388) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(565 - 517) + chr(111) + chr(50) + chr(0b110110) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(310 - 262) + chr(0b110 + 0o151) + '\061' + chr(54) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(518 - 466) + chr(2222 - 2171), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(2765 - 2711) + '\065', 34236 - 34228), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110001) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8349 - 8238) + '\x31' + '\x37' + chr(2751 - 2698), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + chr(51) + chr(0b110111) + chr(0b100011 + 0o20), 22670 - 22662), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + '\062' + chr(51) + chr(1130 - 1078), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + '\063' + chr(0b101100 + 0o13) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x32' + chr(51), 46772 - 46764), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(1415 - 1362) + chr(186 - 138), 43037 - 43029), ehT0Px3KOsy9(chr(1640 - 1592) + chr(0b1101111) + '\x34', 3310 - 3302), ehT0Px3KOsy9('\060' + '\157' + chr(54) + '\x37', 0b1000), ehT0Px3KOsy9(chr(459 - 411) + '\157' + chr(758 - 708) + chr(50) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3514 - 3403) + '\061', 50794 - 50786), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110000) + '\x36', 65490 - 65482), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(52) + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(8497 - 8386) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(205 - 157) + chr(111) + chr(2082 - 2031) + chr(1402 - 1348) + chr(50), 55761 - 55753), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\063' + chr(2162 - 2114) + chr(1580 - 1525), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(325 - 274), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b11010 + 0o31) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(446 - 396) + chr(53) + chr(0b101010 + 0o6), 0o10), ehT0Px3KOsy9(chr(2139 - 2091) + chr(0b1101101 + 0o2) + '\063' + chr(556 - 501) + chr(49), 3428 - 3420), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b11111 + 0o30) + chr(0b10110 + 0o32), 17638 - 17630), ehT0Px3KOsy9(chr(1822 - 1774) + chr(111) + chr(338 - 288) + chr(49) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1483 - 1433) + chr(0b11001 + 0o27) + '\061', 61632 - 61624), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2142 - 2091) + chr(0b110010) + chr(0b100 + 0o60), 0o10), ehT0Px3KOsy9(chr(1850 - 1802) + chr(5099 - 4988) + chr(759 - 709) + chr(2767 - 2714) + chr(702 - 647), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), chr(100) + chr(0b1011 + 0o132) + chr(99) + '\x6f' + '\x64' + chr(8220 - 8119))(chr(0b101001 + 0o114) + chr(8148 - 8032) + chr(0b10011 + 0o123) + chr(0b11 + 0o52) + chr(0b1100 + 0o54)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def w0H2g7PoCNph():
try:
DL6TlnHihPLZ = OPDYBgmbqzSc().__class__.Gbej4oZqKLA6
if DL6TlnHihPLZ == xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\x8b\x92\xc2\x8d~,\x8eB\xd5\x00J\xc3k.\x93\xf9\x92\xbf'), chr(100) + chr(4188 - 4087) + chr(99) + chr(0b1010010 + 0o35) + chr(0b11111 + 0o105) + chr(0b110111 + 0o56))('\165' + chr(0b11100 + 0o130) + '\146' + chr(0b101000 + 0o5) + chr(0b111000)):
return ehT0Px3KOsy9('\x30' + '\x6f' + chr(49), 8)
except V5s4UV3vwoyK:
return ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + '\060', ord("\x08"))
return ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1037 - 989), 8)
|
explosion/spaCy
|
spacy/util.py
|
compile_suffix_regex
|
def compile_suffix_regex(entries):
"""Compile a sequence of suffix rules into a regex object.
entries (tuple): The suffix rules, e.g. spacy.lang.punctuation.TOKENIZER_SUFFIXES.
RETURNS (regex object): The regex object. to be used for Tokenizer.suffix_search.
"""
expression = "|".join([piece + "$" for piece in entries if piece.strip()])
return re.compile(expression)
|
python
|
def compile_suffix_regex(entries):
"""Compile a sequence of suffix rules into a regex object.
entries (tuple): The suffix rules, e.g. spacy.lang.punctuation.TOKENIZER_SUFFIXES.
RETURNS (regex object): The regex object. to be used for Tokenizer.suffix_search.
"""
expression = "|".join([piece + "$" for piece in entries if piece.strip()])
return re.compile(expression)
|
[
"def",
"compile_suffix_regex",
"(",
"entries",
")",
":",
"expression",
"=",
"\"|\"",
".",
"join",
"(",
"[",
"piece",
"+",
"\"$\"",
"for",
"piece",
"in",
"entries",
"if",
"piece",
".",
"strip",
"(",
")",
"]",
")",
"return",
"re",
".",
"compile",
"(",
"expression",
")"
] |
Compile a sequence of suffix rules into a regex object.
entries (tuple): The suffix rules, e.g. spacy.lang.punctuation.TOKENIZER_SUFFIXES.
RETURNS (regex object): The regex object. to be used for Tokenizer.suffix_search.
|
[
"Compile",
"a",
"sequence",
"of",
"suffix",
"rules",
"into",
"a",
"regex",
"object",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L346-L353
|
train
|
Compile a sequence of suffix rules into a regex object.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(11943 - 11832) + chr(0b110101 + 0o0) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + chr(0b100010 + 0o17) + chr(155 - 102) + chr(0b101000 + 0o11), 23551 - 23543), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + '\x32' + chr(55) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110110) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\065' + chr(0b110 + 0o53), 8), ehT0Px3KOsy9(chr(1023 - 975) + '\157' + chr(725 - 676) + chr(0b1111 + 0o45), 0o10), ehT0Px3KOsy9(chr(504 - 456) + '\157' + '\x31' + chr(995 - 945) + chr(456 - 406), 0o10), ehT0Px3KOsy9(chr(1996 - 1948) + '\x6f' + chr(49) + chr(0b101010 + 0o7) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061', 0o10), ehT0Px3KOsy9(chr(1627 - 1579) + chr(111) + '\x33' + chr(0b101011 + 0o12) + chr(0b11100 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10010 + 0o135) + '\x33' + chr(1031 - 981) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b110010) + chr(0b101110 + 0o6) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(6149 - 6038) + chr(0b101101 + 0o12) + chr(0b1010 + 0o54), 9262 - 9254), ehT0Px3KOsy9('\060' + '\157' + '\066', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + '\063' + chr(0b100011 + 0o24) + '\065', 0b1000), ehT0Px3KOsy9(chr(1972 - 1924) + chr(0b1011010 + 0o25) + chr(51) + chr(49) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110000) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\x32' + chr(0b10001 + 0o42) + chr(753 - 698), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + chr(2562 - 2511) + '\063' + '\x37', 0o10), ehT0Px3KOsy9(chr(870 - 822) + chr(111) + chr(0b110001) + chr(877 - 827) + chr(54), 0b1000), ehT0Px3KOsy9(chr(877 - 829) + '\157' + '\x33' + '\060' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(1325 - 1275) + chr(54) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(0b110010) + chr(474 - 426) + chr(802 - 753), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(2519 - 2466), 4327 - 4319), ehT0Px3KOsy9('\060' + chr(111) + chr(1452 - 1402) + chr(2544 - 2492) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2267 - 2213) + '\x31', 53192 - 53184), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(0b110010) + chr(331 - 280) + chr(551 - 501), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\064' + chr(0b11011 + 0o30), 38546 - 38538), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110111) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x37' + chr(0b11000 + 0o32), 54461 - 54453), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x35' + chr(756 - 705), 0b1000), ehT0Px3KOsy9(chr(871 - 823) + '\x6f' + chr(509 - 459) + '\063' + chr(0b110110), 55508 - 55500), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(11787 - 11676) + chr(0b101000 + 0o13) + '\x33' + chr(2035 - 1981), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\x32' + chr(956 - 906) + chr(0b10111 + 0o40), 49073 - 49065), ehT0Px3KOsy9('\x30' + '\157' + chr(1257 - 1206) + chr(0b10111 + 0o37) + chr(0b110010), 6813 - 6805), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b100111 + 0o16) + chr(1292 - 1238), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10101 + 0o132) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(508 - 460) + '\x6f' + chr(0b110001) + '\x32', 0o10), ehT0Px3KOsy9(chr(1544 - 1496) + '\x6f' + '\062' + chr(52), 48233 - 48225), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b110001) + chr(52) + chr(0b100000 + 0o24), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x07'), '\x64' + chr(101) + chr(99) + chr(0b111000 + 0o67) + '\x64' + chr(0b1011110 + 0o7))(chr(0b1110101) + chr(0b110000 + 0o104) + chr(102) + chr(169 - 124) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ylNWP7tgzlkl(tzAocNV6MBUm):
heJELtuJu3My = xafqLlk3kkUe(SXOLrMavuUCe(b'U'), '\x64' + '\x65' + chr(99) + chr(2890 - 2779) + chr(0b1100100) + chr(0b1100100 + 0o1))(chr(0b100011 + 0o122) + chr(0b1110100) + '\x66' + '\055' + chr(488 - 432)).join([N0fpDLYvEEVW + xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), chr(0b1100100) + '\145' + chr(0b1010 + 0o131) + chr(6630 - 6519) + chr(105 - 5) + chr(101))('\x75' + '\164' + '\146' + '\055' + chr(0b1111 + 0o51)) for N0fpDLYvEEVW in tzAocNV6MBUm if N0fpDLYvEEVW.strip()])
return xafqLlk3kkUe(_7u55U49WwX2, xafqLlk3kkUe(SXOLrMavuUCe(b'J\x06\xd1\x80\x00`7'), chr(100) + chr(9702 - 9601) + '\x63' + chr(10757 - 10646) + '\x64' + '\145')('\x75' + chr(116) + '\x66' + '\055' + '\x38'))(heJELtuJu3My)
|
explosion/spaCy
|
spacy/util.py
|
compile_infix_regex
|
def compile_infix_regex(entries):
"""Compile a sequence of infix rules into a regex object.
entries (tuple): The infix rules, e.g. spacy.lang.punctuation.TOKENIZER_INFIXES.
RETURNS (regex object): The regex object. to be used for Tokenizer.infix_finditer.
"""
expression = "|".join([piece for piece in entries if piece.strip()])
return re.compile(expression)
|
python
|
def compile_infix_regex(entries):
"""Compile a sequence of infix rules into a regex object.
entries (tuple): The infix rules, e.g. spacy.lang.punctuation.TOKENIZER_INFIXES.
RETURNS (regex object): The regex object. to be used for Tokenizer.infix_finditer.
"""
expression = "|".join([piece for piece in entries if piece.strip()])
return re.compile(expression)
|
[
"def",
"compile_infix_regex",
"(",
"entries",
")",
":",
"expression",
"=",
"\"|\"",
".",
"join",
"(",
"[",
"piece",
"for",
"piece",
"in",
"entries",
"if",
"piece",
".",
"strip",
"(",
")",
"]",
")",
"return",
"re",
".",
"compile",
"(",
"expression",
")"
] |
Compile a sequence of infix rules into a regex object.
entries (tuple): The infix rules, e.g. spacy.lang.punctuation.TOKENIZER_INFIXES.
RETURNS (regex object): The regex object. to be used for Tokenizer.infix_finditer.
|
[
"Compile",
"a",
"sequence",
"of",
"infix",
"rules",
"into",
"a",
"regex",
"object",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L356-L363
|
train
|
Compile a sequence of infix rules into a regex object.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\061' + chr(0b101111 + 0o5), 14131 - 14123), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(909 - 860) + '\x32' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(6954 - 6843) + chr(877 - 826) + chr(2143 - 2089) + chr(2281 - 2227), 0b1000), ehT0Px3KOsy9(chr(2060 - 2012) + chr(0b1101111) + '\062' + chr(0b100100 + 0o21) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(462 - 414) + '\x6f' + chr(0b10111 + 0o33) + chr(1284 - 1236) + chr(0b10110 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(74 - 25) + chr(0b11110 + 0o23) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2590 - 2479) + '\x33' + chr(50) + chr(2028 - 1979), 0o10), ehT0Px3KOsy9('\x30' + chr(11701 - 11590) + '\062' + '\x37' + chr(909 - 856), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(4841 - 4730) + '\063' + chr(2597 - 2544) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + '\062' + chr(0b110010) + chr(2368 - 2318), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(1933 - 1878) + chr(0b1100 + 0o53), 46134 - 46126), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110110) + chr(1865 - 1812), 0o10), ehT0Px3KOsy9(chr(48) + chr(3478 - 3367) + chr(0b110001) + chr(0b11 + 0o56) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(49) + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(55) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(51) + '\x30' + chr(961 - 906), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + chr(0b110010) + chr(0b110101) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(51) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1059 - 1010) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + chr(0b110001) + chr(0b1110 + 0o42), 44212 - 44204), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(55), 16267 - 16259), ehT0Px3KOsy9('\x30' + chr(1723 - 1612) + chr(51) + '\x36' + chr(2516 - 2463), 11540 - 11532), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1011110 + 0o21) + '\x33' + chr(54) + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101 + 0o54) + chr(49) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(573 - 522) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(0b110001) + chr(0b11101 + 0o32) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11289 - 11178) + '\063' + chr(437 - 386) + chr(0b1101 + 0o50), 2656 - 2648), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + '\x33' + '\066' + chr(0b100001 + 0o23), 30166 - 30158), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(49) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x31' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(2308 - 2257) + chr(1566 - 1517) + chr(52), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1568 - 1514) + chr(54), 16290 - 16282), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + '\x31' + chr(55) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(1481 - 1430) + '\064' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + chr(0b110010) + chr(0b110110) + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1100 + 0o46) + '\067' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + chr(52) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064', 64496 - 64488), ehT0Px3KOsy9(chr(0b110000) + chr(6448 - 6337) + chr(2333 - 2282) + '\x31' + '\065', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(1956 - 1908), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1011010 + 0o25) + '\x64' + '\145')('\165' + '\164' + '\146' + '\x2d' + chr(2602 - 2546)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def bZUTIpTCEdz2(tzAocNV6MBUm):
heJELtuJu3My = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0'), chr(100) + chr(2125 - 2024) + chr(0b1100011) + '\157' + chr(922 - 822) + '\145')(chr(117) + chr(3310 - 3194) + '\x66' + chr(0b101101) + chr(56)).join([N0fpDLYvEEVW for N0fpDLYvEEVW in tzAocNV6MBUm if N0fpDLYvEEVW.strip()])
return xafqLlk3kkUe(_7u55U49WwX2, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf:\x9b\xda\xec"\xb4'), '\144' + '\145' + '\x63' + chr(1007 - 896) + chr(100) + chr(0b1100101))(chr(7395 - 7278) + chr(0b1101100 + 0o10) + '\146' + '\055' + chr(56)))(heJELtuJu3My)
|
explosion/spaCy
|
spacy/util.py
|
update_exc
|
def update_exc(base_exceptions, *addition_dicts):
"""Update and validate tokenizer exceptions. Will overwrite exceptions.
base_exceptions (dict): Base exceptions.
*addition_dicts (dict): Exceptions to add to the base dict, in order.
RETURNS (dict): Combined tokenizer exceptions.
"""
exc = dict(base_exceptions)
for additions in addition_dicts:
for orth, token_attrs in additions.items():
if not all(isinstance(attr[ORTH], unicode_) for attr in token_attrs):
raise ValueError(Errors.E055.format(key=orth, orths=token_attrs))
described_orth = "".join(attr[ORTH] for attr in token_attrs)
if orth != described_orth:
raise ValueError(Errors.E056.format(key=orth, orths=described_orth))
exc.update(additions)
exc = expand_exc(exc, "'", "’")
return exc
|
python
|
def update_exc(base_exceptions, *addition_dicts):
"""Update and validate tokenizer exceptions. Will overwrite exceptions.
base_exceptions (dict): Base exceptions.
*addition_dicts (dict): Exceptions to add to the base dict, in order.
RETURNS (dict): Combined tokenizer exceptions.
"""
exc = dict(base_exceptions)
for additions in addition_dicts:
for orth, token_attrs in additions.items():
if not all(isinstance(attr[ORTH], unicode_) for attr in token_attrs):
raise ValueError(Errors.E055.format(key=orth, orths=token_attrs))
described_orth = "".join(attr[ORTH] for attr in token_attrs)
if orth != described_orth:
raise ValueError(Errors.E056.format(key=orth, orths=described_orth))
exc.update(additions)
exc = expand_exc(exc, "'", "’")
return exc
|
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] |
Update and validate tokenizer exceptions. Will overwrite exceptions.
base_exceptions (dict): Base exceptions.
*addition_dicts (dict): Exceptions to add to the base dict, in order.
RETURNS (dict): Combined tokenizer exceptions.
|
[
"Update",
"and",
"validate",
"tokenizer",
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"Will",
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"exceptions",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L386-L403
|
train
|
Update and validate tokenizer exceptions. Will overwrite exceptions.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + '\061' + chr(0b101100 + 0o12) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(0b1 + 0o61) + '\066' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b10000 + 0o137) + chr(1875 - 1826) + '\x31' + chr(2679 - 2625), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110101), 56855 - 56847), ehT0Px3KOsy9(chr(0b110000) + chr(3001 - 2890) + '\061' + chr(968 - 913) + chr(0b101000 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b100000 + 0o117) + '\066' + chr(772 - 724), 0o10), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + chr(0b110001) + '\060', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b11100 + 0o33) + chr(0b11001 + 0o32), 7869 - 7861), ehT0Px3KOsy9('\060' + '\x6f' + chr(273 - 222) + '\x37' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b11101 + 0o31) + chr(1394 - 1341), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(53) + chr(1125 - 1072), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(1414 - 1363) + chr(0b100011 + 0o24), 18902 - 18894), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1739 - 1690) + chr(50) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2732 - 2621) + chr(0b10001 + 0o42) + chr(54) + '\065', 26991 - 26983), ehT0Px3KOsy9(chr(1441 - 1393) + '\157' + chr(0b1010 + 0o47) + chr(0b10000 + 0o46) + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(999 - 949) + '\060' + chr(1754 - 1701), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x30' + chr(48), 58289 - 58281), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + '\061' + '\061' + chr(0b101100 + 0o10), 52189 - 52181), ehT0Px3KOsy9('\x30' + chr(0b1000011 + 0o54) + '\061' + chr(0b1 + 0o61), 0b1000), ehT0Px3KOsy9(chr(48) + chr(472 - 361) + '\x32' + chr(0b11111 + 0o26) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(1914 - 1863) + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + '\063' + chr(1882 - 1828) + chr(0b100 + 0o61), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111) + chr(0b1 + 0o60), 0b1000), ehT0Px3KOsy9('\060' + chr(11228 - 11117) + '\061' + chr(0b1111 + 0o44) + chr(2093 - 2044), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b1110 + 0o42) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(51) + chr(0b101100 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1000 + 0o51) + chr(0b101000 + 0o11), 3664 - 3656), ehT0Px3KOsy9(chr(1649 - 1601) + chr(1575 - 1464) + '\x33' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2619 - 2508) + chr(2718 - 2664) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + chr(0b110010) + '\062' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(0b110110) + chr(145 - 93), 48629 - 48621), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(10780 - 10669) + '\061' + '\x31' + chr(0b10000 + 0o45), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3009 - 2898) + chr(0b1 + 0o62) + '\062' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(2649 - 2538) + '\063' + chr(55) + chr(740 - 689), 45792 - 45784), ehT0Px3KOsy9(chr(2292 - 2244) + chr(111) + '\062' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o56) + '\x34' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b111 + 0o53) + chr(196 - 148) + chr(49), 32272 - 32264), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + '\x34' + chr(2232 - 2184), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x37' + chr(0b110000), 62816 - 62808)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(9929 - 9818) + chr(53) + chr(0b100000 + 0o20), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'^'), '\x64' + chr(6606 - 6505) + chr(9364 - 9265) + chr(111) + chr(6231 - 6131) + chr(1544 - 1443))(chr(0b1110101) + chr(116) + chr(8543 - 8441) + '\x2d' + chr(0b10010 + 0o46)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MKzh62m98C4D(AAfv9yTXlzv6, *usZwN9RTu4Wx):
YitWAjCPw_g9 = wLqBDw8l0eIm(AAfv9yTXlzv6)
for K4GhzVTGBPKi in usZwN9RTu4Wx:
for (CCb8krBNH9zS, XbmvipSCLAUd) in xafqLlk3kkUe(K4GhzVTGBPKi, xafqLlk3kkUe(SXOLrMavuUCe(b'>\xc98x4j;\xf2\x90\xe6\xe5f'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b111010 + 0o52) + chr(101))('\x75' + chr(3117 - 3001) + chr(0b1100110) + chr(0b101101) + chr(0b10111 + 0o41)))():
if not Dl48nj1rbi23((PlSM16l2KDPD(uwnd9_euJYKT[mRaHk9m0TURa], UunzcC5XPAh_) for uwnd9_euJYKT in XbmvipSCLAUd)):
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E055, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xdc<p\x1cD'), chr(100) + '\x65' + chr(0b1100011) + chr(235 - 124) + '\x64' + chr(0b1100101))('\x75' + chr(0b100100 + 0o120) + chr(4501 - 4399) + chr(0b100110 + 0o7) + chr(0b111000)))(key=CCb8krBNH9zS, orths=XbmvipSCLAUd))
y3yEDaryqcLP = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(0b1100101) + chr(99) + chr(8853 - 8742) + '\144' + '\145')(chr(0b1110101) + '\x74' + chr(7260 - 7158) + chr(45) + '\x38').join((uwnd9_euJYKT[mRaHk9m0TURa] for uwnd9_euJYKT in XbmvipSCLAUd))
if CCb8krBNH9zS != y3yEDaryqcLP:
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E056, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xdc<p\x1cD'), chr(0b1100100) + chr(101) + '\143' + '\x6f' + '\144' + chr(4807 - 4706))(chr(117) + '\x74' + '\146' + chr(727 - 682) + '\x38'))(key=CCb8krBNH9zS, orths=y3yEDaryqcLP))
xafqLlk3kkUe(YitWAjCPw_g9, xafqLlk3kkUe(SXOLrMavuUCe(b'*\xc7\x0fX\x14~B\xd5\x85\x81\xc8o'), chr(0b111001 + 0o53) + chr(4432 - 4331) + chr(0b111001 + 0o52) + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b1110 + 0o52)))(K4GhzVTGBPKi)
YitWAjCPw_g9 = NSJiJJP6Kbz8(YitWAjCPw_g9, xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(9625 - 9525) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(2872 - 2772) + chr(6675 - 6574))('\165' + '\x74' + '\x66' + '\x2d' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x923\xd7'), chr(0b1101 + 0o127) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(5715 - 5615) + '\x65')(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(56)))
return YitWAjCPw_g9
|
explosion/spaCy
|
spacy/util.py
|
expand_exc
|
def expand_exc(excs, search, replace):
"""Find string in tokenizer exceptions, duplicate entry and replace string.
For example, to add additional versions with typographic apostrophes.
excs (dict): Tokenizer exceptions.
search (unicode): String to find and replace.
replace (unicode): Replacement.
RETURNS (dict): Combined tokenizer exceptions.
"""
def _fix_token(token, search, replace):
fixed = dict(token)
fixed[ORTH] = fixed[ORTH].replace(search, replace)
return fixed
new_excs = dict(excs)
for token_string, tokens in excs.items():
if search in token_string:
new_key = token_string.replace(search, replace)
new_value = [_fix_token(t, search, replace) for t in tokens]
new_excs[new_key] = new_value
return new_excs
|
python
|
def expand_exc(excs, search, replace):
"""Find string in tokenizer exceptions, duplicate entry and replace string.
For example, to add additional versions with typographic apostrophes.
excs (dict): Tokenizer exceptions.
search (unicode): String to find and replace.
replace (unicode): Replacement.
RETURNS (dict): Combined tokenizer exceptions.
"""
def _fix_token(token, search, replace):
fixed = dict(token)
fixed[ORTH] = fixed[ORTH].replace(search, replace)
return fixed
new_excs = dict(excs)
for token_string, tokens in excs.items():
if search in token_string:
new_key = token_string.replace(search, replace)
new_value = [_fix_token(t, search, replace) for t in tokens]
new_excs[new_key] = new_value
return new_excs
|
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] |
Find string in tokenizer exceptions, duplicate entry and replace string.
For example, to add additional versions with typographic apostrophes.
excs (dict): Tokenizer exceptions.
search (unicode): String to find and replace.
replace (unicode): Replacement.
RETURNS (dict): Combined tokenizer exceptions.
|
[
"Find",
"string",
"in",
"tokenizer",
"exceptions",
"duplicate",
"entry",
"and",
"replace",
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L406-L427
|
train
|
Expand tokenizer exceptions with a string to find and replace string.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110000) + chr(0b100110 + 0o17), 0b1000), ehT0Px3KOsy9(chr(2273 - 2225) + chr(0b1011000 + 0o27) + chr(0b1011 + 0o52) + '\061', 39178 - 39170), ehT0Px3KOsy9(chr(229 - 181) + '\157' + chr(50) + chr(0b100000 + 0o20) + '\x36', 4981 - 4973), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x32' + chr(230 - 182), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + chr(0b110010) + chr(2568 - 2517) + chr(0b11110 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110000) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9810 - 9699) + chr(0b110011) + chr(297 - 245) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3094 - 2983) + '\x31' + chr(0b110101) + chr(0b110000), 15117 - 15109), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + chr(0b10010 + 0o37) + chr(51) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(415 - 367) + chr(0b1101111) + chr(2002 - 1953) + '\060' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\062' + chr(1344 - 1292) + chr(54), 25442 - 25434), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110001) + chr(52), 17676 - 17668), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x30', 31390 - 31382), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o45) + '\x30' + '\061', 10047 - 10039), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(0b11110 + 0o23) + '\066' + chr(50), 20117 - 20109), ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(9987 - 9876) + '\x31' + chr(55) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(665 - 611) + '\x35', 41885 - 41877), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(54) + chr(2484 - 2432), 0o10), ehT0Px3KOsy9(chr(798 - 750) + chr(0b10111 + 0o130) + '\x32' + '\x33' + chr(635 - 587), 0o10), ehT0Px3KOsy9(chr(289 - 241) + chr(0b1000011 + 0o54) + chr(0b110001) + chr(0b10111 + 0o36) + chr(707 - 657), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11 + 0o56) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\062' + chr(0b110000) + '\066', 8), ehT0Px3KOsy9('\x30' + chr(7807 - 7696) + '\x32' + '\x33' + '\067', 16723 - 16715), ehT0Px3KOsy9(chr(0b110000) + chr(0b101010 + 0o105) + chr(0b110010) + chr(0b10111 + 0o37) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(999 - 951) + chr(0b110 + 0o151) + '\x33' + chr(0b100101 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\063' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x36' + chr(0b1100 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(1822 - 1774) + chr(2391 - 2280) + '\x32' + '\x30' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(851 - 799) + chr(54), 0o10), ehT0Px3KOsy9(chr(2140 - 2092) + chr(111) + '\x31' + '\x36', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\061' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1123 - 1072) + chr(48) + chr(0b10110 + 0o40), 16023 - 16015), ehT0Px3KOsy9(chr(1773 - 1725) + '\157' + chr(482 - 430), 0b1000), ehT0Px3KOsy9(chr(817 - 769) + chr(0b1101111) + '\x33' + '\061', 62822 - 62814), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b111 + 0o52) + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(1121 - 1072) + chr(48) + chr(2090 - 2038), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(6945 - 6834) + chr(1051 - 998), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + chr(224 - 173) + chr(0b110111) + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(0b10111 + 0o31), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xab'), '\144' + '\145' + chr(7849 - 7750) + '\x6f' + chr(100) + '\x65')('\165' + '\164' + chr(0b1100110) + '\055' + chr(1445 - 1389)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def NSJiJJP6Kbz8(S1uMLNNPFyvU, d3sjjjpuU5tq, bIswzHAqqeWd):
def JR3NLJn3AoEI(mTy3fac_AqJ5, d3sjjjpuU5tq, bIswzHAqqeWd):
yE0aHyHkuyow = wLqBDw8l0eIm(mTy3fac_AqJ5)
yE0aHyHkuyow[mRaHk9m0TURa] = yE0aHyHkuyow[mRaHk9m0TURa].replace(d3sjjjpuU5tq, bIswzHAqqeWd)
return yE0aHyHkuyow
B54mxNXTEXi9 = wLqBDw8l0eIm(S1uMLNNPFyvU)
for (giQbA2pGZg6M, Sz7tXxaCGqJ1) in xafqLlk3kkUe(S1uMLNNPFyvU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbS\xf0\xb5\xd2\xdb\xd2!7\x13\xee\xf5'), chr(100) + chr(1962 - 1861) + chr(0b101 + 0o136) + '\157' + '\x64' + '\145')(chr(117) + chr(4173 - 4057) + chr(10246 - 10144) + chr(0b101101) + chr(0b10010 + 0o46)))():
if d3sjjjpuU5tq in giQbA2pGZg6M:
SSxlWed6Th7t = giQbA2pGZg6M.replace(d3sjjjpuU5tq, bIswzHAqqeWd)
Mi65arwcIK66 = [JR3NLJn3AoEI(YeT3l7JgTbWR, d3sjjjpuU5tq, bIswzHAqqeWd) for YeT3l7JgTbWR in Sz7tXxaCGqJ1]
B54mxNXTEXi9[SSxlWed6Th7t] = Mi65arwcIK66
return B54mxNXTEXi9
|
explosion/spaCy
|
spacy/util.py
|
minibatch
|
def minibatch(items, size=8):
"""Iterate over batches of items. `size` may be an iterator,
so that batch-size can vary on each step.
"""
if isinstance(size, int):
size_ = itertools.repeat(size)
else:
size_ = size
items = iter(items)
while True:
batch_size = next(size_)
batch = list(itertools.islice(items, int(batch_size)))
if len(batch) == 0:
break
yield list(batch)
|
python
|
def minibatch(items, size=8):
"""Iterate over batches of items. `size` may be an iterator,
so that batch-size can vary on each step.
"""
if isinstance(size, int):
size_ = itertools.repeat(size)
else:
size_ = size
items = iter(items)
while True:
batch_size = next(size_)
batch = list(itertools.islice(items, int(batch_size)))
if len(batch) == 0:
break
yield list(batch)
|
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")"
] |
Iterate over batches of items. `size` may be an iterator,
so that batch-size can vary on each step.
|
[
"Iterate",
"over",
"batches",
"of",
"items",
".",
"size",
"may",
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"an",
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"on",
"each",
"step",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L446-L460
|
train
|
Iterate over batches of items. size may be an iterator and batch - size can vary on each step.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b110010) + '\060' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(0b100000 + 0o21) + chr(54) + '\x35', 0b1000), ehT0Px3KOsy9(chr(447 - 399) + chr(0b1101111) + chr(49) + chr(542 - 487) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(0b10000 + 0o42) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9753 - 9642) + chr(0b101001 + 0o10) + chr(1174 - 1121) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + chr(0b11000 + 0o31) + chr(1618 - 1568), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b110001) + '\x34' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1655 - 1601) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110000) + chr(406 - 355), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\064' + chr(689 - 637), 17692 - 17684), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(2380 - 2329) + chr(0b101101 + 0o12) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(1775 - 1720) + chr(0b110001), 57531 - 57523), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(2267 - 2215) + chr(0b101000 + 0o17), 41167 - 41159), ehT0Px3KOsy9(chr(824 - 776) + chr(0b100111 + 0o110) + '\x33' + chr(720 - 666) + '\066', 64692 - 64684), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\062' + chr(2414 - 2363) + '\062', 1734 - 1726), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(50) + chr(120 - 72) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + '\061' + chr(0b110010) + chr(48), 16013 - 16005), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(1671 - 1621), 51793 - 51785), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(0b10 + 0o57) + chr(50) + '\060', 8), ehT0Px3KOsy9(chr(673 - 625) + chr(0b111 + 0o150) + '\061' + chr(1030 - 977) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9707 - 9596) + '\x32' + chr(0b1011 + 0o50) + chr(0b100101 + 0o22), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b11 + 0o64) + chr(0b101 + 0o60), 223 - 215), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b101101 + 0o6) + chr(0b10100 + 0o35), 0o10), ehT0Px3KOsy9(chr(335 - 287) + chr(111) + chr(0b101000 + 0o13) + chr(0b110001) + chr(0b1110 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(0b101111 + 0o2) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b101 + 0o152) + chr(1345 - 1294) + chr(52), 0b1000), ehT0Px3KOsy9(chr(754 - 706) + chr(111) + chr(0b1110 + 0o45) + chr(0b10011 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(2006 - 1955) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + '\062' + '\x30' + chr(2329 - 2275), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10 + 0o60) + chr(1807 - 1757) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1219 - 1169) + '\065' + chr(2136 - 2085), 0b1000), ehT0Px3KOsy9(chr(1738 - 1690) + chr(0b1000 + 0o147) + chr(0b110010) + '\062' + chr(1031 - 983), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1815 - 1767) + chr(111) + chr(51) + chr(55) + '\062', 34983 - 34975), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b11101 + 0o25) + chr(0b110101) + chr(0b10000 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(177 - 126) + chr(52) + chr(2190 - 2137), 0o10), ehT0Px3KOsy9(chr(1286 - 1238) + chr(0b1010001 + 0o36) + chr(904 - 852) + chr(2301 - 2249), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + '\x34', 12272 - 12264)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1406 - 1353) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa'), chr(0b1100100) + chr(4569 - 4468) + '\143' + '\x6f' + chr(0b1100100) + chr(4062 - 3961))(chr(117) + chr(0b110100 + 0o100) + '\x66' + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def no6u5iL4aVnK(NzveIZ3IlSH9, NLcc3BCJnQka=ehT0Px3KOsy9(chr(536 - 488) + chr(111) + chr(0b110001) + '\x30', 0o10)):
if PlSM16l2KDPD(NLcc3BCJnQka, ehT0Px3KOsy9):
UDNb9izvdGU0 = nLSuLqmR6kNP.repeat(NLcc3BCJnQka)
else:
UDNb9izvdGU0 = NLcc3BCJnQka
NzveIZ3IlSH9 = ZdP978XkGspL(NzveIZ3IlSH9)
while ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1000 + 0o51), ord("\x08")):
ix9dZyeAmUxY = nSwwHEeM4cxI(UDNb9izvdGU0)
dNwAahu8tvoY = YyaZ4tpXu4lf(nLSuLqmR6kNP.islice(NzveIZ3IlSH9, ehT0Px3KOsy9(ix9dZyeAmUxY)))
if c2A0yzQpDQB3(dNwAahu8tvoY) == ehT0Px3KOsy9('\060' + chr(3396 - 3285) + chr(542 - 494), 45031 - 45023):
break
yield YyaZ4tpXu4lf(dNwAahu8tvoY)
|
explosion/spaCy
|
spacy/util.py
|
compounding
|
def compounding(start, stop, compound):
"""Yield an infinite series of compounding values. Each time the
generator is called, a value is produced by multiplying the previous
value by the compound rate.
EXAMPLE:
>>> sizes = compounding(1., 10., 1.5)
>>> assert next(sizes) == 1.
>>> assert next(sizes) == 1 * 1.5
>>> assert next(sizes) == 1.5 * 1.5
"""
def clip(value):
return max(value, stop) if (start > stop) else min(value, stop)
curr = float(start)
while True:
yield clip(curr)
curr *= compound
|
python
|
def compounding(start, stop, compound):
"""Yield an infinite series of compounding values. Each time the
generator is called, a value is produced by multiplying the previous
value by the compound rate.
EXAMPLE:
>>> sizes = compounding(1., 10., 1.5)
>>> assert next(sizes) == 1.
>>> assert next(sizes) == 1 * 1.5
>>> assert next(sizes) == 1.5 * 1.5
"""
def clip(value):
return max(value, stop) if (start > stop) else min(value, stop)
curr = float(start)
while True:
yield clip(curr)
curr *= compound
|
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"def",
"compounding",
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"start",
",",
"stop",
",",
"compound",
")",
":",
"def",
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"(",
"value",
")",
":",
"return",
"max",
"(",
"value",
",",
"stop",
")",
"if",
"(",
"start",
">",
"stop",
")",
"else",
"min",
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"value",
",",
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"curr",
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"float",
"(",
"start",
")",
"while",
"True",
":",
"yield",
"clip",
"(",
"curr",
")",
"curr",
"*=",
"compound"
] |
Yield an infinite series of compounding values. Each time the
generator is called, a value is produced by multiplying the previous
value by the compound rate.
EXAMPLE:
>>> sizes = compounding(1., 10., 1.5)
>>> assert next(sizes) == 1.
>>> assert next(sizes) == 1 * 1.5
>>> assert next(sizes) == 1.5 * 1.5
|
[
"Yield",
"an",
"infinite",
"series",
"of",
"compounding",
"values",
".",
"Each",
"time",
"the",
"generator",
"is",
"called",
"a",
"value",
"is",
"produced",
"by",
"multiplying",
"the",
"previous",
"value",
"by",
"the",
"compound",
"rate",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L463-L481
|
train
|
Yields an infinite series of compounding values. Each value is produced by multiplying the previous
value by the compound rate.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110010) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(52) + chr(2186 - 2132), 0b1000), ehT0Px3KOsy9('\x30' + chr(7148 - 7037) + chr(53) + '\065', 1722 - 1714), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110010) + chr(721 - 669), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + chr(0b110011 + 0o0) + chr(49) + chr(1112 - 1058), 0b1000), ehT0Px3KOsy9(chr(1616 - 1568) + chr(0b1101111) + chr(1884 - 1835) + chr(52) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101010 + 0o5) + chr(49) + chr(0b10100 + 0o34) + chr(0b110110), 61063 - 61055), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(251 - 200) + chr(51) + chr(49), 48586 - 48578), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1011001 + 0o26) + '\062' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(50) + chr(1652 - 1597), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(1824 - 1775) + chr(1707 - 1659) + chr(0b10 + 0o62), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\x36' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101101 + 0o4) + '\066' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b1000 + 0o51) + '\060' + chr(238 - 189), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3573 - 3462) + chr(0b10100 + 0o37) + chr(0b10101 + 0o42) + chr(142 - 88), 0b1000), ehT0Px3KOsy9(chr(470 - 422) + chr(0b1101111) + chr(54) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(5235 - 5124) + chr(0b110010) + chr(51) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b1000 + 0o52) + chr(0b110101 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(1311 - 1263) + chr(8519 - 8408) + '\x33' + chr(1771 - 1722), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4846 - 4735) + '\062' + chr(145 - 95) + chr(840 - 789), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b101001 + 0o13) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(0b110110) + chr(0b101100 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(80 - 26) + chr(2296 - 2248), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1100 + 0o46) + '\x37' + chr(0b1011 + 0o45), 1313 - 1305), ehT0Px3KOsy9('\060' + '\x6f' + chr(811 - 760) + chr(49) + chr(2334 - 2279), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8797 - 8686) + '\x31' + '\x30' + chr(48), 56022 - 56014), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(2161 - 2111) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(0b11111 + 0o22) + chr(0b11011 + 0o34) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1854 - 1806) + chr(0b1001100 + 0o43) + chr(51) + '\062' + '\x33', 12803 - 12795), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1101 + 0o44) + '\063' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(297 - 246) + chr(48), 57175 - 57167), ehT0Px3KOsy9('\x30' + chr(5858 - 5747) + chr(0b0 + 0o62) + chr(0b100 + 0o55), 37574 - 37566), ehT0Px3KOsy9(chr(369 - 321) + chr(0b100001 + 0o116) + '\x31' + '\x36' + chr(54), 8), ehT0Px3KOsy9(chr(213 - 165) + chr(0b101011 + 0o104) + chr(49) + chr(0b110011) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b110101) + '\060', 48028 - 48020), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x30' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110101 + 0o1) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(446 - 398) + chr(0b1101111) + chr(50) + '\x37' + '\x30', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(172 - 124), 54776 - 54768)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'{'), chr(7568 - 7468) + chr(881 - 780) + chr(0b1100011) + chr(0b1001011 + 0o44) + '\144' + chr(4048 - 3947))(chr(0b1110101) + '\x74' + chr(0b11011 + 0o113) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Y0EsDLZvkG6q(avRbFsnfJxQj, i64wROPYXl1w, Vlfu35GDcx9n):
def H8HUQmIerer7(QmmgWUB13VCJ):
return tsdjvlgh9gDP(QmmgWUB13VCJ, i64wROPYXl1w) if avRbFsnfJxQj > i64wROPYXl1w else Dx22bkKPdt5d(QmmgWUB13VCJ, i64wROPYXl1w)
wzMxSx3DfFia = kkSX4ccExqw4(avRbFsnfJxQj)
while ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + '\061', 0o10):
yield H8HUQmIerer7(wzMxSx3DfFia)
wzMxSx3DfFia *= Vlfu35GDcx9n
|
explosion/spaCy
|
spacy/util.py
|
stepping
|
def stepping(start, stop, steps):
"""Yield an infinite series of values that step from a start value to a
final value over some number of steps. Each step is (stop-start)/steps.
After the final value is reached, the generator continues yielding that
value.
EXAMPLE:
>>> sizes = stepping(1., 200., 100)
>>> assert next(sizes) == 1.
>>> assert next(sizes) == 1 * (200.-1.) / 100
>>> assert next(sizes) == 1 + (200.-1.) / 100 + (200.-1.) / 100
"""
def clip(value):
return max(value, stop) if (start > stop) else min(value, stop)
curr = float(start)
while True:
yield clip(curr)
curr += (stop - start) / steps
|
python
|
def stepping(start, stop, steps):
"""Yield an infinite series of values that step from a start value to a
final value over some number of steps. Each step is (stop-start)/steps.
After the final value is reached, the generator continues yielding that
value.
EXAMPLE:
>>> sizes = stepping(1., 200., 100)
>>> assert next(sizes) == 1.
>>> assert next(sizes) == 1 * (200.-1.) / 100
>>> assert next(sizes) == 1 + (200.-1.) / 100 + (200.-1.) / 100
"""
def clip(value):
return max(value, stop) if (start > stop) else min(value, stop)
curr = float(start)
while True:
yield clip(curr)
curr += (stop - start) / steps
|
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"stepping",
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"start",
",",
"stop",
",",
"steps",
")",
":",
"def",
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"(",
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")",
":",
"return",
"max",
"(",
"value",
",",
"stop",
")",
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",",
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"curr",
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"float",
"(",
"start",
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":",
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"clip",
"(",
"curr",
")",
"curr",
"+=",
"(",
"stop",
"-",
"start",
")",
"/",
"steps"
] |
Yield an infinite series of values that step from a start value to a
final value over some number of steps. Each step is (stop-start)/steps.
After the final value is reached, the generator continues yielding that
value.
EXAMPLE:
>>> sizes = stepping(1., 200., 100)
>>> assert next(sizes) == 1.
>>> assert next(sizes) == 1 * (200.-1.) / 100
>>> assert next(sizes) == 1 + (200.-1.) / 100 + (200.-1.) / 100
|
[
"Yield",
"an",
"infinite",
"series",
"of",
"values",
"that",
"step",
"from",
"a",
"start",
"value",
"to",
"a",
"final",
"value",
"over",
"some",
"number",
"of",
"steps",
".",
"Each",
"step",
"is",
"(",
"stop",
"-",
"start",
")",
"/",
"steps",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L484-L504
|
train
|
Yields an infinite series of values that step from a start value to a stop value over some number of steps.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b110 + 0o54) + chr(48) + '\x34', 54079 - 54071), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(1197 - 1147) + chr(0b10111 + 0o36), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110110) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7824 - 7713) + chr(0b110010) + chr(1928 - 1873) + chr(1249 - 1199), 0o10), ehT0Px3KOsy9('\060' + chr(328 - 217) + chr(1288 - 1237) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + '\x34' + chr(0b10 + 0o65), 0o10), ehT0Px3KOsy9('\060' + chr(336 - 225) + '\062' + chr(0b1110 + 0o42) + chr(1710 - 1661), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x31' + '\x36', 41908 - 41900), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(54) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(2277 - 2229) + '\157' + chr(0b110010 + 0o1) + chr(0b110111) + chr(0b1110 + 0o42), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(54) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b100100 + 0o113) + chr(51) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\067' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + chr(0b11001 + 0o33) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7146 - 7035) + chr(0b110001) + '\062' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(113 - 65) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2111 - 2060) + '\061' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b101101 + 0o6) + chr(461 - 411) + '\x34', 53501 - 53493), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110010) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110110) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\063' + '\064' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1667 - 1619) + '\157' + '\x31' + chr(913 - 864) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + chr(2339 - 2290) + chr(49) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3150 - 3039) + chr(0b10001 + 0o44), 25069 - 25061), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + '\x36' + chr(49), 47685 - 47677), ehT0Px3KOsy9(chr(1130 - 1082) + chr(0b1101111) + '\x33' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2137 - 2086) + '\061' + chr(0b0 + 0o64), 8), ehT0Px3KOsy9(chr(0b110000) + chr(7268 - 7157) + '\062' + '\063' + chr(164 - 114), 33379 - 33371), ehT0Px3KOsy9(chr(0b110000) + chr(5294 - 5183) + chr(0b101011 + 0o10) + chr(0b10000 + 0o42) + chr(157 - 103), ord("\x08")), ehT0Px3KOsy9(chr(1511 - 1463) + chr(4383 - 4272) + '\x33' + chr(0b100101 + 0o16) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7527 - 7416) + chr(0b101101 + 0o4) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1447 - 1397) + '\062' + chr(621 - 572), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1807 - 1756) + '\x35' + chr(1037 - 984), 48807 - 48799), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(1287 - 1235) + chr(1979 - 1930), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + '\062' + chr(2244 - 2191) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b1 + 0o60) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(2292 - 2244) + chr(0b1101111) + chr(49) + chr(0b10111 + 0o34) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\064' + chr(641 - 588), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\065' + chr(0b100101 + 0o13), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa'), chr(0b1101 + 0o127) + chr(101) + chr(99) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + chr(643 - 598) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def huXs5x5E4B3z(avRbFsnfJxQj, i64wROPYXl1w, v0VhEmlMsO_l):
def H8HUQmIerer7(QmmgWUB13VCJ):
return tsdjvlgh9gDP(QmmgWUB13VCJ, i64wROPYXl1w) if avRbFsnfJxQj > i64wROPYXl1w else Dx22bkKPdt5d(QmmgWUB13VCJ, i64wROPYXl1w)
wzMxSx3DfFia = kkSX4ccExqw4(avRbFsnfJxQj)
while ehT0Px3KOsy9(chr(48) + '\157' + '\x31', 0o10):
yield H8HUQmIerer7(wzMxSx3DfFia)
wzMxSx3DfFia += (i64wROPYXl1w - avRbFsnfJxQj) / v0VhEmlMsO_l
|
explosion/spaCy
|
spacy/util.py
|
decaying
|
def decaying(start, stop, decay):
"""Yield an infinite series of linearly decaying values."""
curr = float(start)
while True:
yield max(curr, stop)
curr -= (decay)
|
python
|
def decaying(start, stop, decay):
"""Yield an infinite series of linearly decaying values."""
curr = float(start)
while True:
yield max(curr, stop)
curr -= (decay)
|
[
"def",
"decaying",
"(",
"start",
",",
"stop",
",",
"decay",
")",
":",
"curr",
"=",
"float",
"(",
"start",
")",
"while",
"True",
":",
"yield",
"max",
"(",
"curr",
",",
"stop",
")",
"curr",
"-=",
"(",
"decay",
")"
] |
Yield an infinite series of linearly decaying values.
|
[
"Yield",
"an",
"infinite",
"series",
"of",
"linearly",
"decaying",
"values",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L507-L513
|
train
|
Yields an infinite series of linearly decaying values.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(5904 - 5793) + '\061' + '\062' + '\x37', 9139 - 9131), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\061' + chr(0b110001) + chr(1933 - 1883), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2566 - 2515) + chr(0b101100 + 0o5) + chr(52), 31131 - 31123), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101010 + 0o11) + chr(0b110001) + chr(0b110000), 58582 - 58574), ehT0Px3KOsy9('\060' + '\157' + chr(0b110111) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2028 - 1975) + chr(776 - 727), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11131 - 11020) + chr(0b110010) + chr(61 - 8) + '\067', 46770 - 46762), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(50) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(2112 - 2058) + chr(0b10100 + 0o34), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(1649 - 1594) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x35' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(574 - 523) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11111 + 0o120) + chr(642 - 592) + chr(49) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(49) + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(448 - 400) + chr(0b110001 + 0o76) + chr(1269 - 1218) + chr(222 - 167) + chr(1254 - 1201), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x36' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\063' + chr(0b10110 + 0o33) + chr(560 - 511), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(1506 - 1453) + chr(0b110101), 9547 - 9539), ehT0Px3KOsy9(chr(48) + chr(11383 - 11272) + '\062' + chr(298 - 243) + chr(0b100001 + 0o24), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100100 + 0o17) + chr(55) + chr(49), 15314 - 15306), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + '\062' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110101) + '\x34', 8556 - 8548), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\x35' + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(703 - 653) + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1878 - 1830) + chr(111) + chr(50) + '\x34' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + '\061' + '\062' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101001 + 0o6) + '\063' + '\x32' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b101101 + 0o4) + chr(539 - 489), 8), ehT0Px3KOsy9('\060' + chr(10704 - 10593) + chr(0b100010 + 0o25) + chr(1198 - 1146), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(51) + chr(527 - 473), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110011) + chr(891 - 843), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + '\x31' + chr(0b110000) + chr(0b110000), 61279 - 61271), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(2949 - 2894) + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7425 - 7314) + chr(0b110011) + '\x35' + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(7521 - 7410) + chr(0b1101 + 0o50) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(1899 - 1848) + chr(54) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\067' + chr(136 - 84), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\x36' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + chr(1126 - 1077) + chr(2194 - 2139) + chr(0b110100), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(191 - 138) + chr(0b110000), 65448 - 65440)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'y'), '\x64' + chr(0b1100010 + 0o3) + '\143' + chr(0b1101111) + chr(3452 - 3352) + chr(6685 - 6584))('\165' + chr(116) + chr(0b1001000 + 0o36) + chr(0b100110 + 0o7) + chr(2983 - 2927)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Cf9kCN985w2p(avRbFsnfJxQj, i64wROPYXl1w, eeyC5_0F9WOf):
wzMxSx3DfFia = kkSX4ccExqw4(avRbFsnfJxQj)
while ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(208 - 159), 0b1000):
yield tsdjvlgh9gDP(wzMxSx3DfFia, i64wROPYXl1w)
wzMxSx3DfFia -= eeyC5_0F9WOf
|
explosion/spaCy
|
spacy/util.py
|
minibatch_by_words
|
def minibatch_by_words(items, size, tuples=True, count_words=len):
"""Create minibatches of a given number of words."""
if isinstance(size, int):
size_ = itertools.repeat(size)
else:
size_ = size
items = iter(items)
while True:
batch_size = next(size_)
batch = []
while batch_size >= 0:
try:
if tuples:
doc, gold = next(items)
else:
doc = next(items)
except StopIteration:
if batch:
yield batch
return
batch_size -= count_words(doc)
if tuples:
batch.append((doc, gold))
else:
batch.append(doc)
if batch:
yield batch
|
python
|
def minibatch_by_words(items, size, tuples=True, count_words=len):
"""Create minibatches of a given number of words."""
if isinstance(size, int):
size_ = itertools.repeat(size)
else:
size_ = size
items = iter(items)
while True:
batch_size = next(size_)
batch = []
while batch_size >= 0:
try:
if tuples:
doc, gold = next(items)
else:
doc = next(items)
except StopIteration:
if batch:
yield batch
return
batch_size -= count_words(doc)
if tuples:
batch.append((doc, gold))
else:
batch.append(doc)
if batch:
yield batch
|
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] |
Create minibatches of a given number of words.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L516-L542
|
train
|
Create minibatches of a given number of words.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(1076 - 1027) + '\067' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2367 - 2256) + '\067' + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\x34' + chr(55), 0b1000), ehT0Px3KOsy9(chr(1093 - 1045) + chr(0b101111 + 0o100) + '\063' + chr(51) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(7590 - 7479) + chr(2430 - 2380) + '\067' + chr(326 - 276), 48466 - 48458), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b110000 + 0o77) + chr(1474 - 1424) + chr(0b101001 + 0o14) + '\060', 65250 - 65242), ehT0Px3KOsy9(chr(2030 - 1982) + '\157' + chr(0b110001) + '\065' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b1010 + 0o55) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(974 - 919) + chr(50), 8), ehT0Px3KOsy9(chr(2012 - 1964) + '\157' + chr(0b100010 + 0o21) + '\062' + '\x35', 55223 - 55215), ehT0Px3KOsy9(chr(1122 - 1074) + chr(3635 - 3524) + '\x31' + chr(0b110100) + chr(2216 - 2162), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(347 - 299) + '\060', 14972 - 14964), ehT0Px3KOsy9(chr(442 - 394) + '\x6f' + '\067' + chr(406 - 355), 25772 - 25764), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\067' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1096 - 1048) + chr(540 - 429) + chr(0b110110) + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1111 + 0o42) + chr(53) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\x33' + chr(2050 - 2002) + '\065', 28747 - 28739), ehT0Px3KOsy9(chr(1579 - 1531) + chr(0b1101111) + chr(0b10101 + 0o35) + '\063' + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x37' + chr(0b110011), 19078 - 19070), ehT0Px3KOsy9(chr(1557 - 1509) + '\157' + chr(0b110001) + '\x30' + chr(0b100011 + 0o22), 38494 - 38486), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(55) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(1147 - 1099) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(697 - 647) + chr(49) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b100001 + 0o21) + chr(1147 - 1092), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + chr(51) + chr(54) + '\x30', 50148 - 50140), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110100) + chr(0b101000 + 0o15), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(48) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x34' + chr(0b110110), 35723 - 35715), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110000) + chr(49), 0o10), ehT0Px3KOsy9(chr(463 - 415) + chr(0b100111 + 0o110) + chr(324 - 275) + chr(0b110101) + '\x36', 35776 - 35768), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + chr(49) + '\060' + '\065', 8), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(1539 - 1489) + '\x35' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\x30' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x31' + chr(1445 - 1395), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(1552 - 1503) + chr(1879 - 1826) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(288 - 234) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b110000) + chr(7454 - 7343) + '\061' + chr(52), 0o10), ehT0Px3KOsy9(chr(354 - 306) + '\157' + '\062' + chr(0b100011 + 0o22) + chr(0b11110 + 0o30), 0b1000), ehT0Px3KOsy9(chr(1344 - 1296) + '\x6f' + chr(0b110000), 41529 - 41521), ehT0Px3KOsy9(chr(1399 - 1351) + chr(0b1101111) + chr(0b110011) + chr(54) + chr(409 - 354), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'U'), '\x64' + chr(101) + '\x63' + chr(5393 - 5282) + '\x64' + chr(101))(chr(0b10111 + 0o136) + chr(116) + chr(10184 - 10082) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PYZjFQniqiGq(NzveIZ3IlSH9, NLcc3BCJnQka, mUGQCvh3FjgQ=ehT0Px3KOsy9(chr(1939 - 1891) + '\x6f' + '\x31', 14642 - 14634), TTFeM9oSlIm1=c2A0yzQpDQB3):
if PlSM16l2KDPD(NLcc3BCJnQka, ehT0Px3KOsy9):
UDNb9izvdGU0 = nLSuLqmR6kNP.repeat(NLcc3BCJnQka)
else:
UDNb9izvdGU0 = NLcc3BCJnQka
NzveIZ3IlSH9 = ZdP978XkGspL(NzveIZ3IlSH9)
while ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o54), 8):
ix9dZyeAmUxY = nSwwHEeM4cxI(UDNb9izvdGU0)
dNwAahu8tvoY = []
while ix9dZyeAmUxY >= ehT0Px3KOsy9(chr(48) + '\x6f' + '\x30', 8):
try:
if mUGQCvh3FjgQ:
(JCpEgna6NeKD, engLn_Bmu8eW) = nSwwHEeM4cxI(NzveIZ3IlSH9)
else:
JCpEgna6NeKD = nSwwHEeM4cxI(NzveIZ3IlSH9)
except hr2QaoivbFQ2:
if dNwAahu8tvoY:
yield dNwAahu8tvoY
return
ix9dZyeAmUxY -= TTFeM9oSlIm1(JCpEgna6NeKD)
if mUGQCvh3FjgQ:
xafqLlk3kkUe(dNwAahu8tvoY, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1aI\x17\xbd\xd4\xcc'), chr(0b1100100) + chr(9714 - 9613) + chr(0b1011111 + 0o4) + chr(7909 - 7798) + '\x64' + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101011 + 0o2) + chr(0b111000)))((JCpEgna6NeKD, engLn_Bmu8eW))
else:
xafqLlk3kkUe(dNwAahu8tvoY, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1aI\x17\xbd\xd4\xcc'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + chr(7760 - 7660) + chr(0b1101 + 0o130))(chr(0b1110101) + '\164' + '\x66' + chr(45) + chr(2994 - 2938)))(JCpEgna6NeKD)
if dNwAahu8tvoY:
yield dNwAahu8tvoY
|
explosion/spaCy
|
spacy/util.py
|
itershuffle
|
def itershuffle(iterable, bufsize=1000):
"""Shuffle an iterator. This works by holding `bufsize` items back
and yielding them sometime later. Obviously, this is not unbiased –
but should be good enough for batching. Larger bufsize means less bias.
From https://gist.github.com/andres-erbsen/1307752
iterable (iterable): Iterator to shuffle.
bufsize (int): Items to hold back.
YIELDS (iterable): The shuffled iterator.
"""
iterable = iter(iterable)
buf = []
try:
while True:
for i in range(random.randint(1, bufsize - len(buf))):
buf.append(next(iterable))
random.shuffle(buf)
for i in range(random.randint(1, bufsize)):
if buf:
yield buf.pop()
else:
break
except StopIteration:
random.shuffle(buf)
while buf:
yield buf.pop()
raise StopIteration
|
python
|
def itershuffle(iterable, bufsize=1000):
"""Shuffle an iterator. This works by holding `bufsize` items back
and yielding them sometime later. Obviously, this is not unbiased –
but should be good enough for batching. Larger bufsize means less bias.
From https://gist.github.com/andres-erbsen/1307752
iterable (iterable): Iterator to shuffle.
bufsize (int): Items to hold back.
YIELDS (iterable): The shuffled iterator.
"""
iterable = iter(iterable)
buf = []
try:
while True:
for i in range(random.randint(1, bufsize - len(buf))):
buf.append(next(iterable))
random.shuffle(buf)
for i in range(random.randint(1, bufsize)):
if buf:
yield buf.pop()
else:
break
except StopIteration:
random.shuffle(buf)
while buf:
yield buf.pop()
raise StopIteration
|
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] |
Shuffle an iterator. This works by holding `bufsize` items back
and yielding them sometime later. Obviously, this is not unbiased –
but should be good enough for batching. Larger bufsize means less bias.
From https://gist.github.com/andres-erbsen/1307752
iterable (iterable): Iterator to shuffle.
bufsize (int): Items to hold back.
YIELDS (iterable): The shuffled iterator.
|
[
"Shuffle",
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L545-L571
|
train
|
Shuffle an iterator.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(8049 - 7938) + chr(706 - 656) + '\x30' + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b110011) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110010) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100000 + 0o23) + chr(2500 - 2447) + '\064', 18817 - 18809), ehT0Px3KOsy9(chr(0b110000) + chr(2760 - 2649) + chr(51) + '\061' + chr(0b1100 + 0o47), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10011 + 0o36) + chr(0b101011 + 0o7) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(2262 - 2214) + '\157' + chr(52) + chr(0b110111 + 0o0), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(1686 - 1632) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(647 - 536) + chr(51) + '\067' + chr(0b110010), 42910 - 42902), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o6) + chr(0b110110) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(2145 - 2096) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1737 - 1689) + chr(111) + chr(0b110 + 0o54) + chr(48), 56929 - 56921), ehT0Px3KOsy9(chr(1038 - 990) + '\157' + '\061' + chr(51) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101 + 0o55) + chr(0b110000) + chr(2513 - 2460), 0o10), ehT0Px3KOsy9('\060' + chr(11623 - 11512) + '\061' + '\066' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\064' + '\063', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(0b101 + 0o56) + chr(54), 13165 - 13157), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11001 + 0o31) + '\067' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b111 + 0o150) + '\063' + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110101) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1359 - 1310) + chr(2529 - 2478) + chr(53), 58878 - 58870), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(2456 - 2405) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b11100 + 0o26) + '\x31', 0o10), ehT0Px3KOsy9(chr(1551 - 1503) + chr(0b111101 + 0o62) + '\x36' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\x33' + chr(812 - 761) + chr(0b110100), 41121 - 41113), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + chr(0b110011) + chr(0b110110) + '\062', 1554 - 1546), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b110011) + chr(55) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1343 - 1294) + '\063' + chr(0b110010 + 0o5), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100 + 0o55) + '\062' + '\062', 11796 - 11788), ehT0Px3KOsy9(chr(2263 - 2215) + '\157' + chr(0b10101 + 0o36) + chr(0b110110) + '\x34', 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\063' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\063' + chr(2339 - 2287), 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + '\063' + '\x33' + '\x33', 21998 - 21990), ehT0Px3KOsy9(chr(48) + chr(0b100011 + 0o114) + chr(51) + chr(692 - 641) + '\065', 0b1000), ehT0Px3KOsy9(chr(431 - 383) + chr(10102 - 9991) + chr(51) + chr(1426 - 1372), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110100) + '\067', 63062 - 63054), ehT0Px3KOsy9(chr(926 - 878) + chr(0b1101111) + chr(2078 - 2028) + '\x30' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + chr(0b110001) + '\x32' + '\x30', 55512 - 55504), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1294 - 1246), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x35' + chr(2234 - 2186), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9'), chr(100) + chr(101) + chr(5436 - 5337) + '\x6f' + '\x64' + '\x65')(chr(10675 - 10558) + '\164' + chr(2870 - 2768) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Pp3pPF8xFuO_(B7a8G3ORwfjH, pYb9MRiRGSCR=ehT0Px3KOsy9('\x30' + chr(1843 - 1732) + chr(49) + chr(1338 - 1283) + chr(0b100000 + 0o25) + '\x30', 53405 - 53397)):
B7a8G3ORwfjH = ZdP978XkGspL(B7a8G3ORwfjH)
b3K7dbpII422 = []
try:
while ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10010 + 0o37), 0b1000):
for WVxHKyX45z_L in vQr8gNKaIaWE(xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b"\xf58\xbb\x88\xa2|'"), chr(100) + chr(101) + chr(3855 - 3756) + '\x6f' + '\x64' + chr(0b1001000 + 0o35))(chr(117) + chr(0b1110100) + '\146' + chr(0b100010 + 0o13) + '\x38'))(ehT0Px3KOsy9('\x30' + '\x6f' + '\061', 8), pYb9MRiRGSCR - c2A0yzQpDQB3(b3K7dbpII422))):
xafqLlk3kkUe(b3K7dbpII422, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6)\xa5\x89\xa5v'), chr(0b1001101 + 0o27) + chr(0b110111 + 0o56) + chr(99) + chr(111) + '\144' + '\145')(chr(0b1110101) + chr(0b1001000 + 0o54) + chr(0b1010001 + 0o25) + chr(0b101101) + '\070'))(nSwwHEeM4cxI(B7a8G3ORwfjH))
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf41\xa0\x8a\xad~6'), chr(100) + '\x65' + chr(0b1011001 + 0o12) + '\x6f' + chr(0b1111 + 0o125) + '\x65')(chr(0b1010001 + 0o44) + chr(116) + '\146' + '\x2d' + chr(56)))(b3K7dbpII422)
for WVxHKyX45z_L in vQr8gNKaIaWE(xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b"\xf58\xbb\x88\xa2|'"), '\x64' + chr(0b100111 + 0o76) + chr(99) + chr(4108 - 3997) + '\x64' + '\x65')('\165' + chr(0b110010 + 0o102) + '\x66' + '\x2d' + chr(0b110000 + 0o10)))(ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 8), pYb9MRiRGSCR)):
if b3K7dbpII422:
yield xafqLlk3kkUe(b3K7dbpII422, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf76\xa5'), '\144' + '\x65' + chr(99) + chr(111) + chr(0b1100100) + '\145')('\165' + '\x74' + chr(102) + '\055' + '\070'))()
else:
break
except hr2QaoivbFQ2:
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf41\xa0\x8a\xad~6'), chr(100) + chr(101) + '\x63' + '\157' + chr(4351 - 4251) + chr(5785 - 5684))(chr(0b11111 + 0o126) + chr(0b1101000 + 0o14) + chr(102) + chr(0b11 + 0o52) + chr(0b1011 + 0o55)))(b3K7dbpII422)
while b3K7dbpII422:
yield xafqLlk3kkUe(b3K7dbpII422, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf76\xa5'), chr(0b1100100) + '\x65' + chr(0b100000 + 0o103) + chr(0b11110 + 0o121) + chr(100) + '\145')(chr(0b1000 + 0o155) + '\x74' + chr(4308 - 4206) + chr(0b101101) + chr(56)))()
raise hr2QaoivbFQ2
|
explosion/spaCy
|
spacy/util.py
|
validate_json
|
def validate_json(data, validator):
"""Validate data against a given JSON schema (see https://json-schema.org).
data: JSON-serializable data to validate.
validator (jsonschema.DraftXValidator): The validator.
RETURNS (list): A list of error messages, if available.
"""
errors = []
for err in sorted(validator.iter_errors(data), key=lambda e: e.path):
if err.path:
err_path = "[{}]".format(" -> ".join([str(p) for p in err.path]))
else:
err_path = ""
msg = err.message + " " + err_path
if err.context: # Error has suberrors, e.g. if schema uses anyOf
suberrs = [" - {}".format(suberr.message) for suberr in err.context]
msg += ":\n{}".format("".join(suberrs))
errors.append(msg)
return errors
|
python
|
def validate_json(data, validator):
"""Validate data against a given JSON schema (see https://json-schema.org).
data: JSON-serializable data to validate.
validator (jsonschema.DraftXValidator): The validator.
RETURNS (list): A list of error messages, if available.
"""
errors = []
for err in sorted(validator.iter_errors(data), key=lambda e: e.path):
if err.path:
err_path = "[{}]".format(" -> ".join([str(p) for p in err.path]))
else:
err_path = ""
msg = err.message + " " + err_path
if err.context: # Error has suberrors, e.g. if schema uses anyOf
suberrs = [" - {}".format(suberr.message) for suberr in err.context]
msg += ":\n{}".format("".join(suberrs))
errors.append(msg)
return errors
|
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] |
Validate data against a given JSON schema (see https://json-schema.org).
data: JSON-serializable data to validate.
validator (jsonschema.DraftXValidator): The validator.
RETURNS (list): A list of error messages, if available.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L672-L690
|
train
|
Validate data against a given JSON schema.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + chr(1370 - 1319) + chr(0b11 + 0o55) + chr(1749 - 1696), 0b1000), ehT0Px3KOsy9(chr(923 - 875) + '\x6f' + '\061' + chr(520 - 467) + '\063', 29039 - 29031), ehT0Px3KOsy9(chr(48) + '\157' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(2255 - 2144) + chr(2384 - 2334) + chr(51) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + chr(1001 - 950) + '\064' + chr(0b110001 + 0o5), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(0b110001) + chr(0b11001 + 0o34) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(48) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100000 + 0o21) + chr(0b110011) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11311 - 11200) + chr(0b110001) + '\062' + chr(2647 - 2594), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1228 - 1177) + chr(457 - 408) + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110010) + chr(0b1111 + 0o44) + '\x36', 65032 - 65024), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b0 + 0o61) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\067' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + chr(0b110010) + chr(0b110111) + '\064', 0o10), ehT0Px3KOsy9(chr(1728 - 1680) + chr(6631 - 6520) + '\x33' + chr(0b110111) + chr(0b110111), 46923 - 46915), ehT0Px3KOsy9('\060' + chr(250 - 139) + chr(50) + chr(135 - 87) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b10101 + 0o36) + chr(54), 8), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + '\063' + '\x31' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11086 - 10975) + chr(49) + chr(48) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10101 + 0o132) + '\x31' + chr(0b11000 + 0o31) + chr(0b110011), 30206 - 30198), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(50) + chr(0b110111) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(3178 - 3067) + chr(0b110011) + chr(609 - 554) + '\066', 29744 - 29736), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b110011), 50809 - 50801), ehT0Px3KOsy9('\060' + chr(9434 - 9323) + chr(0b110001) + chr(1332 - 1280) + '\065', 0b1000), ehT0Px3KOsy9(chr(1750 - 1702) + chr(5772 - 5661) + chr(0b110010 + 0o0) + chr(1502 - 1454) + chr(0b110000 + 0o2), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1856 - 1745) + chr(0b101011 + 0o10) + chr(0b0 + 0o64) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2316 - 2266) + chr(0b110110) + chr(0b110100 + 0o3), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001 + 0o0) + chr(50) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\x32' + chr(0b10100 + 0o36), 0b1000), ehT0Px3KOsy9(chr(454 - 406) + chr(413 - 302) + chr(2500 - 2449) + '\067' + chr(0b100010 + 0o16), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(737 - 687), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(3773 - 3662) + chr(2171 - 2121) + chr(0b101 + 0o55) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x33' + chr(0b101 + 0o53), 8), ehT0Px3KOsy9('\060' + chr(6566 - 6455) + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\064', 0b1000), ehT0Px3KOsy9(chr(552 - 504) + chr(3223 - 3112) + chr(50) + chr(0b110001 + 0o5) + chr(878 - 824), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9635 - 9524) + chr(51) + '\067', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1623 - 1575) + chr(0b1101111) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb'), chr(1150 - 1050) + '\145' + '\x63' + chr(0b111110 + 0o61) + chr(100) + chr(101))(chr(117) + '\x74' + chr(0b1011100 + 0o12) + '\055' + chr(0b10101 + 0o43)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def G0MNfRKulmHk(ULnjp6D6efFH, sJaS8lwLf3wx):
vrC59GzZXTIL = []
for n8HlHl2rqNTp in vUlqIvNSaRMa(xafqLlk3kkUe(sJaS8lwLf3wx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\x1fa\xea\xb9\x0f\xf7(:\xb9\xed'), chr(100) + chr(101) + '\x63' + chr(111) + chr(100) + chr(0b1000110 + 0o37))(chr(7751 - 7634) + '\164' + chr(2112 - 2010) + chr(1438 - 1393) + chr(56)))(ULnjp6D6efFH), key=lambda GlnVAPeT6CUe: xafqLlk3kkUe(GlnVAPeT6CUe, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\np\xf0'), chr(3213 - 3113) + '\x65' + chr(0b1100011) + '\157' + chr(3806 - 3706) + '\145')('\165' + '\x74' + chr(0b1100110) + chr(0b101011 + 0o2) + chr(0b111000)))):
if xafqLlk3kkUe(n8HlHl2rqNTp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\np\xf0'), chr(0b1100100) + '\x65' + chr(1611 - 1512) + chr(2721 - 2610) + chr(0b111111 + 0o45) + '\145')('\x75' + '\x74' + chr(102) + chr(0b101101) + '\x38')):
tQenOp6k_Uq8 = xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x10y\xc5'), '\144' + '\x65' + '\143' + '\x6f' + chr(7089 - 6989) + chr(101))(chr(117) + chr(116) + chr(10197 - 10095) + '\x2d' + chr(0b111000)).format(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5F:\xb8'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(8339 - 8239) + chr(101))(chr(117) + '\x74' + chr(1292 - 1190) + chr(45) + chr(0b111000)).join([M8_cKLkHVB2V(UyakMW2IMFEj) for UyakMW2IMFEj in n8HlHl2rqNTp.path]))
else:
tQenOp6k_Uq8 = xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(9566 - 9465) + '\x63' + chr(111) + '\144' + chr(5778 - 5677))(chr(0b1110101) + chr(0b1001100 + 0o50) + chr(9539 - 9437) + chr(0b101101) + '\x38')
jtbovtaIYjRB = n8HlHl2rqNTp.message + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5'), '\x64' + '\x65' + '\143' + chr(111) + '\144' + chr(101))(chr(7318 - 7201) + chr(0b1110100) + chr(6546 - 6444) + chr(0b10001 + 0o34) + '\x38') + tQenOp6k_Uq8
if xafqLlk3kkUe(n8HlHl2rqNTp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\x04j\xec\x83\x12\xf1'), '\144' + chr(0b1100101) + '\143' + chr(0b1011111 + 0o20) + '\x64' + chr(0b1011111 + 0o6))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + '\x38')):
SpENr5K8KD4D = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5K)\xb8\x9d\x17'), chr(0b1100100) + '\x65' + chr(99) + '\157' + chr(0b101111 + 0o65) + chr(101))('\165' + '\164' + chr(0b1100110) + '\x2d' + '\x38').format(zZCrgrm1lBg3.message) for zZCrgrm1lBg3 in n8HlHl2rqNTp.context]
jtbovtaIYjRB += xafqLlk3kkUe(SXOLrMavuUCe(b'\xffa\x7f\xe5'), chr(100) + chr(101) + '\x63' + chr(10488 - 10377) + chr(0b101110 + 0o66) + chr(9831 - 9730))(chr(0b11110 + 0o127) + chr(0b1010100 + 0o40) + '\x66' + chr(683 - 638) + chr(2816 - 2760)).format(xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1011010 + 0o12) + chr(101) + chr(7758 - 7659) + chr(0b1101111) + chr(100) + chr(101))('\165' + '\x74' + '\146' + chr(0b101101) + chr(0b111000)).join(SpENr5K8KD4D))
xafqLlk3kkUe(vrC59GzZXTIL, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\x1bt\xfd\x88\x0e'), chr(0b1100100) + '\145' + '\143' + '\157' + chr(7502 - 7402) + chr(0b1100101))(chr(0b101 + 0o160) + chr(0b11000 + 0o134) + chr(0b1100110) + chr(1570 - 1525) + '\070'))(jtbovtaIYjRB)
return vrC59GzZXTIL
|
explosion/spaCy
|
spacy/util.py
|
get_serialization_exclude
|
def get_serialization_exclude(serializers, exclude, kwargs):
"""Helper function to validate serialization args and manage transition from
keyword arguments (pre v2.1) to exclude argument.
"""
exclude = list(exclude)
# Split to support file names like meta.json
options = [name.split(".")[0] for name in serializers]
for key, value in kwargs.items():
if key in ("vocab",) and value is False:
deprecation_warning(Warnings.W015.format(arg=key))
exclude.append(key)
elif key.split(".")[0] in options:
raise ValueError(Errors.E128.format(arg=key))
# TODO: user warning?
return exclude
|
python
|
def get_serialization_exclude(serializers, exclude, kwargs):
"""Helper function to validate serialization args and manage transition from
keyword arguments (pre v2.1) to exclude argument.
"""
exclude = list(exclude)
# Split to support file names like meta.json
options = [name.split(".")[0] for name in serializers]
for key, value in kwargs.items():
if key in ("vocab",) and value is False:
deprecation_warning(Warnings.W015.format(arg=key))
exclude.append(key)
elif key.split(".")[0] in options:
raise ValueError(Errors.E128.format(arg=key))
# TODO: user warning?
return exclude
|
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] |
Helper function to validate serialization args and manage transition from
keyword arguments (pre v2.1) to exclude argument.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/util.py#L693-L707
|
train
|
Helper function to validate arguments and manage transition from
keyword arguments.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110101) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(0b110011) + '\063', 46523 - 46515), ehT0Px3KOsy9(chr(1974 - 1926) + '\157' + '\062' + chr(48) + chr(629 - 576), 40278 - 40270), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b100000 + 0o25), 0b1000), ehT0Px3KOsy9(chr(1595 - 1547) + '\157' + '\x35' + chr(1745 - 1696), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10011 + 0o40) + chr(0b110011 + 0o4) + chr(48), 32320 - 32312), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(49) + chr(48) + chr(0b101010 + 0o14), 0o10), ehT0Px3KOsy9('\x30' + chr(542 - 431) + chr(49) + chr(0b110100) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\064' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4373 - 4262) + '\063' + '\x32' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(50), 0o10), ehT0Px3KOsy9(chr(611 - 563) + chr(0b101001 + 0o106) + '\x33' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(54) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\066' + '\x37', 42975 - 42967), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110110) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5000 - 4889) + chr(484 - 434) + '\064' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x35' + chr(53), 19647 - 19639), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110111) + chr(0b1100 + 0o46), 0o10), ehT0Px3KOsy9(chr(48) + chr(6389 - 6278) + chr(881 - 832) + chr(0b110111) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x36' + chr(0b110100), 57396 - 57388), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101111 + 0o3) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1331 - 1282) + chr(1856 - 1805) + chr(55), 52429 - 52421), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\066' + chr(0b110101), 8), ehT0Px3KOsy9(chr(1989 - 1941) + chr(111) + '\x31' + chr(53) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110010) + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b110011) + chr(1138 - 1083) + chr(1315 - 1266), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b0 + 0o63) + '\x34' + chr(148 - 98), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\064' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(0b110011) + chr(1737 - 1686) + chr(0b110111), 15870 - 15862), ehT0Px3KOsy9(chr(48) + '\157' + '\067' + chr(0b100100 + 0o14), 0b1000), ehT0Px3KOsy9(chr(112 - 64) + chr(0b1101111) + chr(0b110001) + chr(0b1101 + 0o52) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101010 + 0o5) + chr(0b110001) + chr(0b110111) + '\x32', 44799 - 44791), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33', 61219 - 61211), ehT0Px3KOsy9(chr(1562 - 1514) + chr(0b101010 + 0o105) + '\061' + chr(55) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + chr(51) + chr(2332 - 2279) + chr(49), 52569 - 52561), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100010 + 0o22) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x37' + chr(544 - 491), 56459 - 56451), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2200 - 2151) + '\x37' + chr(0b1101 + 0o47), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\x32' + chr(49), 2075 - 2067), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(11608 - 11497) + '\063' + '\x34' + chr(0b110101 + 0o0), 5609 - 5601)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + '\x35' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0'), '\144' + '\145' + chr(4852 - 4753) + chr(0b11101 + 0o122) + chr(0b1100100) + '\145')(chr(1549 - 1432) + chr(0b1011000 + 0o34) + chr(3786 - 3684) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def bMUJYCA1xIdE(oRGIZtqz7YXt, FsaUnRsShak2, M8EIoTs2GJXE):
FsaUnRsShak2 = YyaZ4tpXu4lf(FsaUnRsShak2)
vvlcdVOK7clu = [AIvJRzLdDfgF.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0'), chr(7181 - 7081) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(7153 - 7053) + '\x65')('\165' + chr(116) + chr(9110 - 9008) + chr(45) + '\070'))[ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2084 - 2036), ord("\x08"))] for AIvJRzLdDfgF in oRGIZtqz7YXt]
for (K3J4ZwSlE0sT, QmmgWUB13VCJ) in xafqLlk3kkUe(M8EIoTs2GJXE, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0a\xf3p`\xa2u*N\x82R%'), chr(311 - 211) + chr(9022 - 8921) + '\x63' + chr(0b100000 + 0o117) + chr(100) + chr(0b1011100 + 0o11))(chr(541 - 424) + '\x74' + chr(7403 - 7301) + chr(754 - 709) + '\x38'))():
if K3J4ZwSlE0sT in (xafqLlk3kkUe(SXOLrMavuUCe(b'\x98t\xe6tK'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + chr(116) + chr(3120 - 3018) + chr(904 - 859) + '\070'),) and QmmgWUB13VCJ is ehT0Px3KOsy9('\060' + chr(111) + chr(180 - 132), 8):
lDV0SRZYV0l7(xafqLlk3kkUe(f_IZFlWrA9Oq.W015, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88t\xf7xH\x8c'), chr(0b1100100) + chr(7483 - 7382) + chr(170 - 71) + chr(0b1101111) + '\144' + '\145')(chr(0b1110101) + '\x74' + chr(0b110110 + 0o60) + '\x2d' + chr(0b111000)))(arg=K3J4ZwSlE0sT))
xafqLlk3kkUe(FsaUnRsShak2, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8fk\xf5pG\x9c'), chr(0b1100001 + 0o3) + '\x65' + chr(1369 - 1270) + chr(9338 - 9227) + '\x64' + chr(101))('\165' + chr(0b1100 + 0o150) + chr(102) + chr(1445 - 1400) + chr(0b111000)))(K3J4ZwSlE0sT)
elif xafqLlk3kkUe(K3J4ZwSlE0sT, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9dk\xe9|]'), '\x64' + '\145' + chr(2735 - 2636) + chr(3800 - 3689) + chr(0b10 + 0o142) + chr(0b1100101))(chr(0b101 + 0o160) + '\x74' + '\146' + chr(567 - 522) + chr(0b100101 + 0o23)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0'), '\x64' + chr(9716 - 9615) + chr(638 - 539) + chr(111) + chr(100) + '\145')('\x75' + '\x74' + '\x66' + chr(1505 - 1460) + chr(0b111000)))[ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b101001 + 0o106) + chr(0b101001 + 0o7), 8)] in vvlcdVOK7clu:
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E128, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88t\xf7xH\x8c'), '\x64' + '\x65' + '\x63' + chr(10004 - 9893) + '\144' + chr(0b1100101))(chr(8713 - 8596) + '\164' + chr(0b1100110) + chr(446 - 401) + chr(0b100100 + 0o24)))(arg=K3J4ZwSlE0sT))
return FsaUnRsShak2
|
explosion/spaCy
|
spacy/pipeline/entityruler.py
|
EntityRuler.labels
|
def labels(self):
"""All labels present in the match patterns.
RETURNS (set): The string labels.
DOCS: https://spacy.io/api/entityruler#labels
"""
all_labels = set(self.token_patterns.keys())
all_labels.update(self.phrase_patterns.keys())
return tuple(all_labels)
|
python
|
def labels(self):
"""All labels present in the match patterns.
RETURNS (set): The string labels.
DOCS: https://spacy.io/api/entityruler#labels
"""
all_labels = set(self.token_patterns.keys())
all_labels.update(self.phrase_patterns.keys())
return tuple(all_labels)
|
[
"def",
"labels",
"(",
"self",
")",
":",
"all_labels",
"=",
"set",
"(",
"self",
".",
"token_patterns",
".",
"keys",
"(",
")",
")",
"all_labels",
".",
"update",
"(",
"self",
".",
"phrase_patterns",
".",
"keys",
"(",
")",
")",
"return",
"tuple",
"(",
"all_labels",
")"
] |
All labels present in the match patterns.
RETURNS (set): The string labels.
DOCS: https://spacy.io/api/entityruler#labels
|
[
"All",
"labels",
"present",
"in",
"the",
"match",
"patterns",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/entityruler.py#L96-L105
|
train
|
Returns a tuple of all labels present in the match patterns.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b10110 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b0 + 0o62) + chr(1221 - 1169) + chr(2251 - 2199), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(48) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b110001) + chr(50) + chr(2274 - 2222), 0o10), ehT0Px3KOsy9('\060' + chr(4118 - 4007) + chr(51) + chr(1616 - 1567) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + chr(50) + chr(192 - 141) + '\x31', 920 - 912), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11111 + 0o25) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7839 - 7728) + '\061' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(5898 - 5787) + '\061' + '\x36' + chr(0b10001 + 0o42), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(54) + '\062', 59000 - 58992), ehT0Px3KOsy9(chr(1846 - 1798) + chr(111) + '\x32' + chr(1062 - 1010), 0o10), ehT0Px3KOsy9(chr(1132 - 1084) + chr(0b1101111) + '\x36' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + chr(922 - 871) + chr(0b100000 + 0o20) + chr(2090 - 2036), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + '\062' + '\x33' + '\x36', 40582 - 40574), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110001) + chr(0b101101 + 0o12), 48990 - 48982), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1001 + 0o52) + chr(0b11011 + 0o32) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b11011 + 0o31) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(644 - 596) + '\157' + '\x36' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(2272 - 2223) + '\060', 19122 - 19114), ehT0Px3KOsy9(chr(1657 - 1609) + '\157' + chr(0b110001) + chr(55) + chr(534 - 485), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\063' + '\065', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(49) + chr(0b100100 + 0o16) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110000) + chr(0b110010), 25621 - 25613), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(519 - 469) + chr(0b110000) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b110000) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101111 + 0o4) + '\x35' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110100 + 0o2) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + chr(0b110010) + '\063' + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b11010 + 0o26) + chr(0b10101 + 0o34), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1101 + 0o44) + '\x34' + chr(0b11110 + 0o31), 51671 - 51663), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11101 + 0o25) + chr(0b110111) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(1161 - 1107) + '\066', 19853 - 19845), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10100 + 0o37) + chr(0b110110) + '\062', 46109 - 46101), ehT0Px3KOsy9('\x30' + '\157' + chr(1425 - 1376) + chr(0b110000) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(3590 - 3479) + chr(0b1 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(49) + '\065' + chr(0b1011 + 0o50), 40308 - 40300), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(779 - 730) + chr(1047 - 994), 31179 - 31171), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + '\x34' + '\x31', 47961 - 47953), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b100010 + 0o22) + '\x34', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(468 - 420), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), '\x64' + chr(0b1010001 + 0o24) + chr(0b1001001 + 0o32) + '\157' + '\x64' + chr(101))(chr(0b1110101) + chr(116) + '\146' + chr(45) + chr(0b101001 + 0o17)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def uXMK81tmdpTM(oVre8I6UXc3b):
fNzOODspTL_K = MVEN8G6CxlvR(oVre8I6UXc3b.token_patterns.keys())
xafqLlk3kkUe(fNzOODspTL_K, xafqLlk3kkUe(SXOLrMavuUCe(b'S\xd0\x03\x11\xa7\xd7oe\n\x86q\x01'), '\144' + chr(1857 - 1756) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b111101 + 0o70) + '\164' + chr(102) + chr(0b101101) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b.phrase_patterns, xafqLlk3kkUe(SXOLrMavuUCe(b"b\xc1;'"), '\x64' + chr(101) + chr(99) + chr(0b1101111) + chr(0b1010 + 0o132) + chr(1926 - 1825))(chr(2904 - 2787) + '\x74' + '\146' + chr(0b101010 + 0o3) + chr(112 - 56)))())
return KNyTy8rYcwji(fNzOODspTL_K)
|
explosion/spaCy
|
spacy/pipeline/entityruler.py
|
EntityRuler.patterns
|
def patterns(self):
"""Get all patterns that were added to the entity ruler.
RETURNS (list): The original patterns, one dictionary per pattern.
DOCS: https://spacy.io/api/entityruler#patterns
"""
all_patterns = []
for label, patterns in self.token_patterns.items():
for pattern in patterns:
all_patterns.append({"label": label, "pattern": pattern})
for label, patterns in self.phrase_patterns.items():
for pattern in patterns:
all_patterns.append({"label": label, "pattern": pattern.text})
return all_patterns
|
python
|
def patterns(self):
"""Get all patterns that were added to the entity ruler.
RETURNS (list): The original patterns, one dictionary per pattern.
DOCS: https://spacy.io/api/entityruler#patterns
"""
all_patterns = []
for label, patterns in self.token_patterns.items():
for pattern in patterns:
all_patterns.append({"label": label, "pattern": pattern})
for label, patterns in self.phrase_patterns.items():
for pattern in patterns:
all_patterns.append({"label": label, "pattern": pattern.text})
return all_patterns
|
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")",
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"in",
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":",
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".",
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"(",
"{",
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"label",
",",
"\"pattern\"",
":",
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"}",
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"(",
")",
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"(",
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"\"pattern\"",
":",
"pattern",
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"}",
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"all_patterns"
] |
Get all patterns that were added to the entity ruler.
RETURNS (list): The original patterns, one dictionary per pattern.
DOCS: https://spacy.io/api/entityruler#patterns
|
[
"Get",
"all",
"patterns",
"that",
"were",
"added",
"to",
"the",
"entity",
"ruler",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/entityruler.py#L108-L122
|
train
|
Get all patterns that were added to the entity ruler.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(1165 - 1110) + chr(0b10111 + 0o40), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9015 - 8904) + chr(2124 - 2075), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b101 + 0o56) + chr(0b110011 + 0o4), 30817 - 30809), ehT0Px3KOsy9(chr(1791 - 1743) + '\157' + chr(49) + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(0b110011) + chr(50) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(1622 - 1570) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b100111 + 0o11), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + '\062' + chr(1198 - 1146) + '\061', 64419 - 64411), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\x31' + chr(53), 54472 - 54464), ehT0Px3KOsy9(chr(48) + chr(0b1010000 + 0o37) + chr(0b110011) + chr(0b11010 + 0o31) + chr(49), 43446 - 43438), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2393 - 2344) + '\061' + chr(54), 0o10), ehT0Px3KOsy9(chr(150 - 102) + '\157' + '\x32' + chr(2158 - 2107) + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101000 + 0o11) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(1955 - 1907) + chr(4165 - 4054) + chr(0b10000 + 0o41) + chr(1938 - 1885) + '\x33', 0o10), ehT0Px3KOsy9(chr(2163 - 2115) + '\x6f' + chr(51) + '\x32' + chr(51), 8), ehT0Px3KOsy9('\060' + chr(11783 - 11672) + chr(51) + chr(0b100000 + 0o23) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(50) + chr(54) + '\x32', 36735 - 36727), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b10110 + 0o36) + chr(0b110100), 17383 - 17375), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100110 + 0o14) + chr(0b110011) + '\x36', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(49) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11010 + 0o32) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + '\x32' + '\060' + chr(2242 - 2190), 0o10), ehT0Px3KOsy9(chr(651 - 603) + chr(0b1010111 + 0o30) + chr(0b110010 + 0o0) + chr(0b1010 + 0o55) + chr(0b11011 + 0o25), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(2180 - 2127) + chr(0b110010), 12110 - 12102), ehT0Px3KOsy9(chr(48) + chr(9558 - 9447) + '\063' + chr(0b1111 + 0o43) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110111) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110100) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(1247 - 1192) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + chr(1163 - 1111) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101 + 0o54) + '\x35', 60459 - 60451), ehT0Px3KOsy9(chr(447 - 399) + '\x6f' + '\065' + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110010) + chr(0b1011 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(1250 - 1199) + chr(0b110110), 8), ehT0Px3KOsy9(chr(2060 - 2012) + chr(111) + chr(705 - 654) + '\062' + '\062', 8), ehT0Px3KOsy9('\x30' + chr(908 - 797) + chr(0b110011), 14380 - 14372), ehT0Px3KOsy9(chr(1074 - 1026) + '\157' + chr(0b110010 + 0o0) + '\061' + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(10383 - 10272) + '\x31' + chr(0b11010 + 0o32) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + chr(1977 - 1926) + '\x31', 0o10), ehT0Px3KOsy9(chr(1434 - 1386) + chr(111) + '\061' + '\x30' + chr(0b10110 + 0o33), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Q'), chr(100) + '\x65' + '\143' + chr(0b101110 + 0o101) + chr(0b1100100) + chr(0b10 + 0o143))(chr(117) + chr(0b111011 + 0o71) + chr(3750 - 3648) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def I0gf1Ed6YqPX(oVre8I6UXc3b):
v5oVkRflxCMx = []
for (TRUOLFLuD08x, I0gf1Ed6YqPX) in xafqLlk3kkUe(oVre8I6UXc3b.token_patterns, xafqLlk3kkUe(SXOLrMavuUCe(b'1{\xa9\x05\x9a<;\xe8!\x8a\x06\xa7'), chr(6612 - 6512) + chr(0b1100101) + chr(4353 - 4254) + chr(0b1101111) + chr(100) + chr(0b1010100 + 0o21))(chr(117) + chr(116) + '\146' + chr(0b1101 + 0o40) + chr(0b111000)))():
for D7PcF8SpuWmc in I0gf1Ed6YqPX:
xafqLlk3kkUe(v5oVkRflxCMx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1eq\xaf\x05\xbd\x02'), '\144' + chr(0b1100101) + '\x63' + chr(0b100001 + 0o116) + chr(0b1001111 + 0o25) + '\x65')('\x75' + '\x74' + chr(4474 - 4372) + chr(0b1011 + 0o42) + chr(925 - 869)))({xafqLlk3kkUe(SXOLrMavuUCe(b'\x13`\xbd\x05\xbf'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(3867 - 3756) + chr(0b11111 + 0o105) + '\x65')('\165' + chr(116) + chr(9042 - 8940) + chr(0b11111 + 0o16) + chr(0b11 + 0o65)): TRUOLFLuD08x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f`\xab\x14\xb6\x14f'), '\x64' + chr(0b1000000 + 0o45) + '\x63' + chr(0b1101111) + chr(4314 - 4214) + '\x65')(chr(10804 - 10687) + '\164' + '\146' + chr(451 - 406) + chr(0b111000)): D7PcF8SpuWmc})
for (TRUOLFLuD08x, I0gf1Ed6YqPX) in xafqLlk3kkUe(oVre8I6UXc3b.phrase_patterns, xafqLlk3kkUe(SXOLrMavuUCe(b'1{\xa9\x05\x9a<;\xe8!\x8a\x06\xa7'), chr(0b1100100) + '\145' + '\143' + '\x6f' + chr(7293 - 7193) + chr(0b111001 + 0o54))(chr(0b1110101) + chr(911 - 795) + '\146' + '\055' + '\x38'))():
for D7PcF8SpuWmc in I0gf1Ed6YqPX:
xafqLlk3kkUe(v5oVkRflxCMx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1eq\xaf\x05\xbd\x02'), chr(100) + '\x65' + '\143' + chr(0b1000000 + 0o57) + chr(8386 - 8286) + chr(0b1100101))('\x75' + chr(116) + '\146' + chr(45) + '\x38'))({xafqLlk3kkUe(SXOLrMavuUCe(b'\x13`\xbd\x05\xbf'), chr(0b1100100) + chr(7160 - 7059) + chr(0b1100011) + chr(0b110010 + 0o75) + chr(0b1100100) + '\x65')('\x75' + chr(0b110011 + 0o101) + chr(0b1100110) + '\055' + '\x38'): TRUOLFLuD08x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f`\xab\x14\xb6\x14f'), chr(100) + chr(0b1000010 + 0o43) + chr(0b11110 + 0o105) + '\157' + '\x64' + chr(101))('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(56)): xafqLlk3kkUe(D7PcF8SpuWmc, xafqLlk3kkUe(SXOLrMavuUCe(b'>i\xee\x12\x9a\x08~\xc6y\xe1\x06\xfc'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b100 + 0o140) + chr(0b11001 + 0o114))(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b10100 + 0o44)))})
return v5oVkRflxCMx
|
explosion/spaCy
|
spacy/pipeline/entityruler.py
|
EntityRuler.add_patterns
|
def add_patterns(self, patterns):
"""Add patterns to the entitiy ruler. A pattern can either be a token
pattern (list of dicts) or a phrase pattern (string). For example:
{'label': 'ORG', 'pattern': 'Apple'}
{'label': 'GPE', 'pattern': [{'lower': 'san'}, {'lower': 'francisco'}]}
patterns (list): The patterns to add.
DOCS: https://spacy.io/api/entityruler#add_patterns
"""
for entry in patterns:
label = entry["label"]
pattern = entry["pattern"]
if isinstance(pattern, basestring_):
self.phrase_patterns[label].append(self.nlp(pattern))
elif isinstance(pattern, list):
self.token_patterns[label].append(pattern)
else:
raise ValueError(Errors.E097.format(pattern=pattern))
for label, patterns in self.token_patterns.items():
self.matcher.add(label, None, *patterns)
for label, patterns in self.phrase_patterns.items():
self.phrase_matcher.add(label, None, *patterns)
|
python
|
def add_patterns(self, patterns):
"""Add patterns to the entitiy ruler. A pattern can either be a token
pattern (list of dicts) or a phrase pattern (string). For example:
{'label': 'ORG', 'pattern': 'Apple'}
{'label': 'GPE', 'pattern': [{'lower': 'san'}, {'lower': 'francisco'}]}
patterns (list): The patterns to add.
DOCS: https://spacy.io/api/entityruler#add_patterns
"""
for entry in patterns:
label = entry["label"]
pattern = entry["pattern"]
if isinstance(pattern, basestring_):
self.phrase_patterns[label].append(self.nlp(pattern))
elif isinstance(pattern, list):
self.token_patterns[label].append(pattern)
else:
raise ValueError(Errors.E097.format(pattern=pattern))
for label, patterns in self.token_patterns.items():
self.matcher.add(label, None, *patterns)
for label, patterns in self.phrase_patterns.items():
self.phrase_matcher.add(label, None, *patterns)
|
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] |
Add patterns to the entitiy ruler. A pattern can either be a token
pattern (list of dicts) or a phrase pattern (string). For example:
{'label': 'ORG', 'pattern': 'Apple'}
{'label': 'GPE', 'pattern': [{'lower': 'san'}, {'lower': 'francisco'}]}
patterns (list): The patterns to add.
DOCS: https://spacy.io/api/entityruler#add_patterns
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/entityruler.py#L124-L146
|
train
|
Add patterns to the entitiy ruler.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b111001 + 0o66) + chr(0b110011) + chr(0b110001) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1752 - 1699) + chr(0b10010 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(1753 - 1703) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(2246 - 2135) + chr(2227 - 2177) + chr(0b110000) + chr(0b110110), 28608 - 28600), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + chr(0b100111 + 0o12) + '\063' + '\x35', 0b1000), ehT0Px3KOsy9(chr(470 - 422) + '\x6f' + chr(50) + chr(0b110011) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + '\062' + chr(0b10101 + 0o35) + chr(2342 - 2288), 50789 - 50781), ehT0Px3KOsy9(chr(1138 - 1090) + chr(111) + '\x33' + chr(0b110000 + 0o4) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1000 + 0o51) + chr(0b0 + 0o61) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(609 - 561) + '\157' + '\061' + '\065' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(461 - 413) + chr(742 - 631) + chr(49) + '\060' + chr(0b110001), 60241 - 60233), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(1665 - 1616) + '\064' + chr(54), 0b1000), ehT0Px3KOsy9(chr(1060 - 1012) + chr(0b1101111) + chr(1424 - 1371) + chr(0b11000 + 0o31), 0b1000), ehT0Px3KOsy9(chr(765 - 717) + chr(0b11101 + 0o122) + '\063' + chr(52) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\062' + chr(0b110101) + chr(0b10111 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\061' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(856 - 808) + chr(0b101101 + 0o102) + chr(0b100000 + 0o22) + chr(0b110110) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b10010 + 0o135) + chr(0b110110) + chr(0b11010 + 0o27), 12992 - 12984), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(2704 - 2651) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\060' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(603 - 554) + chr(54) + chr(300 - 246), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + '\x33' + chr(0b110110) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(0b10 + 0o61) + chr(0b110101) + chr(54), 37520 - 37512), ehT0Px3KOsy9(chr(0b110000) + chr(2288 - 2177) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + chr(51), 56889 - 56881), ehT0Px3KOsy9('\060' + '\157' + chr(878 - 827) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4405 - 4294) + chr(0b110011) + chr(49) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(6214 - 6103) + chr(0b11001 + 0o32) + chr(146 - 98) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(0b0 + 0o62) + chr(2279 - 2225) + chr(2230 - 2180), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101110 + 0o5) + '\x37' + chr(2333 - 2282), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\x33' + chr(1763 - 1714), 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b110011) + chr(51) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11323 - 11212) + chr(1053 - 1001) + chr(0b11010 + 0o32), 0b1000), ehT0Px3KOsy9('\x30' + chr(1850 - 1739) + chr(1521 - 1470) + chr(0b110101) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101 + 0o54) + chr(487 - 437) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(49) + '\x33', 45593 - 45585), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(52) + chr(0b1111 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(260 - 212) + chr(111) + chr(0b110001) + chr(0b100111 + 0o12), 0o10), ehT0Px3KOsy9('\x30' + chr(5887 - 5776) + chr(50) + '\x36' + chr(1074 - 1024), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110101) + chr(709 - 661), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0'), '\144' + '\145' + chr(0b1100011) + chr(111) + chr(5371 - 5271) + chr(101))(chr(0b1110101) + '\x74' + '\x66' + chr(45) + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def NrqpmB_Iy2P1(oVre8I6UXc3b, I0gf1Ed6YqPX):
for DuP5x7rEFa7R in I0gf1Ed6YqPX:
TRUOLFLuD08x = DuP5x7rEFa7R[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2J6\xe31'), chr(5589 - 5489) + chr(101) + chr(4981 - 4882) + '\157' + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(45) + chr(2703 - 2647))]
D7PcF8SpuWmc = DuP5x7rEFa7R[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbeJ \xf28\xe9\xf8'), '\144' + chr(101) + chr(0b1100011) + chr(0b1000111 + 0o50) + chr(0b1100100) + chr(4648 - 4547))(chr(6102 - 5985) + chr(0b1100100 + 0o20) + chr(0b0 + 0o146) + chr(0b101101) + chr(1244 - 1188))]
if PlSM16l2KDPD(D7PcF8SpuWmc, WsT6ux5SsWWG):
xafqLlk3kkUe(oVre8I6UXc3b.phrase_patterns[TRUOLFLuD08x], xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf[$\xe33\xff'), chr(0b1100100) + '\145' + chr(0b100110 + 0o75) + '\157' + '\x64' + '\x65')(chr(117) + chr(0b110010 + 0o102) + '\146' + chr(0b101101) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0G$'), chr(8291 - 8191) + '\x65' + chr(0b10011 + 0o120) + chr(0b1101111) + chr(2772 - 2672) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b1011 + 0o133) + '\x2d' + '\070'))(D7PcF8SpuWmc))
elif PlSM16l2KDPD(D7PcF8SpuWmc, YyaZ4tpXu4lf):
xafqLlk3kkUe(oVre8I6UXc3b.token_patterns[TRUOLFLuD08x], xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf[$\xe33\xff'), chr(0b101100 + 0o70) + chr(0b1000111 + 0o36) + chr(99) + chr(7472 - 7361) + chr(4552 - 4452) + chr(975 - 874))(chr(0b1000 + 0o155) + chr(116) + chr(0b110 + 0o140) + '\x2d' + chr(56)))(D7PcF8SpuWmc)
else:
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E097, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8D&\xeb<\xef'), chr(100) + chr(1850 - 1749) + chr(2839 - 2740) + chr(111) + chr(0b100000 + 0o104) + chr(0b101111 + 0o66))('\x75' + '\x74' + '\x66' + '\055' + chr(0b111000)))(pattern=D7PcF8SpuWmc))
for (TRUOLFLuD08x, I0gf1Ed6YqPX) in xafqLlk3kkUe(oVre8I6UXc3b.token_patterns, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80Q"\xe3\x14\xc1\xa5\xaa0\x1b#x'), chr(0b1100100) + chr(2892 - 2791) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(4934 - 4833))(chr(117) + chr(0b10011 + 0o141) + chr(102) + chr(0b101101) + '\070'))():
xafqLlk3kkUe(oVre8I6UXc3b.matcher, xafqLlk3kkUe(SXOLrMavuUCe(b'\xafO0'), chr(0b101001 + 0o73) + '\145' + chr(0b1010 + 0o131) + chr(7970 - 7859) + chr(0b1100100) + '\145')(chr(117) + chr(0b1100101 + 0o17) + chr(0b1100110) + chr(0b101000 + 0o5) + '\070'))(TRUOLFLuD08x, None, *I0gf1Ed6YqPX)
for (TRUOLFLuD08x, I0gf1Ed6YqPX) in xafqLlk3kkUe(oVre8I6UXc3b.phrase_patterns, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80Q"\xe3\x14\xc1\xa5\xaa0\x1b#x'), chr(100) + '\x65' + '\x63' + '\157' + '\x64' + chr(0b111111 + 0o46))('\165' + chr(11269 - 11153) + chr(4768 - 4666) + chr(45) + chr(0b10010 + 0o46)))():
xafqLlk3kkUe(oVre8I6UXc3b.phrase_matcher, xafqLlk3kkUe(SXOLrMavuUCe(b'\xafO0'), '\144' + chr(101) + chr(0b1001101 + 0o26) + chr(0b100010 + 0o115) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000)))(TRUOLFLuD08x, None, *I0gf1Ed6YqPX)
|
explosion/spaCy
|
spacy/pipeline/entityruler.py
|
EntityRuler.from_bytes
|
def from_bytes(self, patterns_bytes, **kwargs):
"""Load the entity ruler from a bytestring.
patterns_bytes (bytes): The bytestring to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#from_bytes
"""
patterns = srsly.msgpack_loads(patterns_bytes)
self.add_patterns(patterns)
return self
|
python
|
def from_bytes(self, patterns_bytes, **kwargs):
"""Load the entity ruler from a bytestring.
patterns_bytes (bytes): The bytestring to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#from_bytes
"""
patterns = srsly.msgpack_loads(patterns_bytes)
self.add_patterns(patterns)
return self
|
[
"def",
"from_bytes",
"(",
"self",
",",
"patterns_bytes",
",",
"*",
"*",
"kwargs",
")",
":",
"patterns",
"=",
"srsly",
".",
"msgpack_loads",
"(",
"patterns_bytes",
")",
"self",
".",
"add_patterns",
"(",
"patterns",
")",
"return",
"self"
] |
Load the entity ruler from a bytestring.
patterns_bytes (bytes): The bytestring to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#from_bytes
|
[
"Load",
"the",
"entity",
"ruler",
"from",
"a",
"bytestring",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/entityruler.py#L148-L159
|
train
|
Load the entity ruler from a bytestring.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(1948 - 1897) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\x31' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1403 - 1353) + chr(49) + chr(0b101011 + 0o7), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(1898 - 1843), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2035 - 1986) + chr(138 - 90) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10111 + 0o36) + chr(0b11100 + 0o24), 18343 - 18335), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b110101) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(1187 - 1138) + chr(995 - 946) + chr(50), 16313 - 16305), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(48) + chr(444 - 390), 32448 - 32440), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b11101 + 0o25), 54118 - 54110), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + chr(0b110011) + '\060' + chr(52), 42249 - 42241), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110001) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6826 - 6715) + chr(49) + '\x36' + chr(2383 - 2331), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(560 - 509) + chr(0b100010 + 0o21) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1000010 + 0o55) + '\063' + chr(270 - 217) + chr(107 - 58), 18601 - 18593), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x37', 8), ehT0Px3KOsy9('\060' + chr(8767 - 8656) + chr(341 - 290) + chr(0b110100) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(2285 - 2174) + chr(0b101111 + 0o2) + '\x32' + chr(0b10000 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110011) + chr(0b10010 + 0o45) + chr(0b10001 + 0o42), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10971 - 10860) + '\x32' + chr(0b110000) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(340 - 229) + '\065' + chr(0b110001), 36079 - 36071), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x34' + chr(0b100100 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\x33' + '\066' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1016 - 968) + '\x6f' + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\x32' + chr(0b110110) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5520 - 5409) + '\x35' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(726 - 678) + chr(10795 - 10684) + chr(0b110011) + '\061' + chr(0b110011), 37129 - 37121), ehT0Px3KOsy9(chr(479 - 431) + '\x6f' + '\062' + '\065' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(12030 - 11919) + chr(0b110001) + '\066' + '\066', 8192 - 8184), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(2098 - 2049) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1772 - 1724) + '\157' + chr(52) + chr(2445 - 2394), ord("\x08")), ehT0Px3KOsy9(chr(639 - 591) + chr(0b1101111) + '\062' + chr(0b100100 + 0o14) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110011 + 0o74) + chr(53) + chr(826 - 772), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111 + 0o0) + chr(51) + chr(1371 - 1321) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(0b11000 + 0o31) + chr(0b110101) + chr(0b10111 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + chr(0b11001 + 0o34) + chr(0b110001), 8), ehT0Px3KOsy9(chr(48) + chr(6962 - 6851) + chr(243 - 193) + chr(54) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\061' + chr(2282 - 2232), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2312 - 2258) + '\x37', 0b1000), ehT0Px3KOsy9(chr(2260 - 2212) + chr(0b1101111) + chr(0b110001) + '\066' + '\x36', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'2'), '\144' + '\145' + chr(3044 - 2945) + chr(111) + chr(2786 - 2686) + chr(101))(chr(0b1110101) + '\x74' + chr(0b101111 + 0o67) + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zc3B9BkxjMDs(oVre8I6UXc3b, ZiZyhqGW_g5w, **M8EIoTs2GJXE):
I0gf1Ed6YqPX = ofUnO0upCeVG.msgpack_loads(ZiZyhqGW_g5w)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}\xe8\xeeP1I_>\xa3p\xaa8'), chr(520 - 420) + chr(101) + chr(0b1100011) + chr(0b110110 + 0o71) + chr(8316 - 8216) + '\x65')(chr(437 - 320) + '\x74' + '\146' + chr(0b101101) + chr(56)))(I0gf1Ed6YqPX)
return oVre8I6UXc3b
|
explosion/spaCy
|
spacy/pipeline/entityruler.py
|
EntityRuler.from_disk
|
def from_disk(self, path, **kwargs):
"""Load the entity ruler from a file. Expects a file containing
newline-delimited JSON (JSONL) with one entry per line.
path (unicode / Path): The JSONL file to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#from_disk
"""
path = ensure_path(path)
path = path.with_suffix(".jsonl")
patterns = srsly.read_jsonl(path)
self.add_patterns(patterns)
return self
|
python
|
def from_disk(self, path, **kwargs):
"""Load the entity ruler from a file. Expects a file containing
newline-delimited JSON (JSONL) with one entry per line.
path (unicode / Path): The JSONL file to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#from_disk
"""
path = ensure_path(path)
path = path.with_suffix(".jsonl")
patterns = srsly.read_jsonl(path)
self.add_patterns(patterns)
return self
|
[
"def",
"from_disk",
"(",
"self",
",",
"path",
",",
"*",
"*",
"kwargs",
")",
":",
"path",
"=",
"ensure_path",
"(",
"path",
")",
"path",
"=",
"path",
".",
"with_suffix",
"(",
"\".jsonl\"",
")",
"patterns",
"=",
"srsly",
".",
"read_jsonl",
"(",
"path",
")",
"self",
".",
"add_patterns",
"(",
"patterns",
")",
"return",
"self"
] |
Load the entity ruler from a file. Expects a file containing
newline-delimited JSON (JSONL) with one entry per line.
path (unicode / Path): The JSONL file to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#from_disk
|
[
"Load",
"the",
"entity",
"ruler",
"from",
"a",
"file",
".",
"Expects",
"a",
"file",
"containing",
"newline",
"-",
"delimited",
"JSON",
"(",
"JSONL",
")",
"with",
"one",
"entry",
"per",
"line",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/entityruler.py#L170-L184
|
train
|
Load the entity ruler from a JSONL file.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1526 - 1478) + chr(111) + '\x31' + '\x32' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101), 3570 - 3562), ehT0Px3KOsy9(chr(1805 - 1757) + chr(111) + chr(622 - 571) + '\x34' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(1736 - 1687) + chr(52), 64087 - 64079), ehT0Px3KOsy9(chr(504 - 456) + '\157' + chr(0b110001) + chr(0b110001 + 0o6) + chr(2420 - 2366), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11001 + 0o30) + chr(0b110100) + chr(48), 41116 - 41108), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110000) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10110 + 0o131) + chr(0b11100 + 0o27) + chr(49) + chr(2374 - 2324), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110101) + chr(748 - 697), 40832 - 40824), ehT0Px3KOsy9(chr(1445 - 1397) + chr(2527 - 2416) + chr(0b1100 + 0o51) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(993 - 942) + chr(1824 - 1770), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b110011) + '\x30', 19355 - 19347), ehT0Px3KOsy9(chr(749 - 701) + chr(0b1101111) + chr(0b1010 + 0o53) + chr(0b10 + 0o63), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(493 - 444) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110000) + chr(1356 - 1308), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110010) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b101001 + 0o16) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b111 + 0o150) + chr(0b110011) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2516 - 2465) + chr(0b10111 + 0o31) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b101001 + 0o106) + chr(1182 - 1132) + chr(0b110101) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(168 - 120) + chr(111) + '\x31' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + '\x32' + '\x31' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + '\x32' + chr(55) + chr(974 - 919), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x36' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1516 - 1468) + chr(12037 - 11926) + chr(0b110010) + '\x33' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2116 - 2063) + chr(0b111 + 0o54), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(0b110111) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\x33' + chr(2559 - 2507), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1747 - 1698) + chr(0b110111) + chr(0b100110 + 0o17), 51639 - 51631), ehT0Px3KOsy9('\x30' + chr(7211 - 7100) + chr(0b100001 + 0o22) + '\x32' + chr(0b101110 + 0o11), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\062' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1011110 + 0o21) + chr(1660 - 1611) + chr(0b11010 + 0o34) + '\061', 0b1000), ehT0Px3KOsy9(chr(2181 - 2133) + chr(111) + chr(50) + '\061' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1995 - 1947) + '\157' + chr(981 - 932) + chr(0b110101) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(0b110001) + chr(0b1 + 0o63) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(1421 - 1366) + chr(50 - 1), 17314 - 17306), ehT0Px3KOsy9('\x30' + chr(1764 - 1653) + '\x36' + chr(2335 - 2282), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\x32' + chr(0b110100) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(2209 - 2161) + '\x6f' + '\062' + chr(0b110000 + 0o1), 46768 - 46760)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101110 + 0o7) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'y'), chr(0b1000000 + 0o44) + '\145' + chr(1796 - 1697) + '\x6f' + chr(100) + '\x65')('\x75' + '\164' + chr(0b1010111 + 0o17) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def agiAvHDIZZwy(oVre8I6UXc3b, EaCjyhZptSer, **M8EIoTs2GJXE):
EaCjyhZptSer = Jzw5SxI_iwGO(EaCjyhZptSer)
EaCjyhZptSer = EaCjyhZptSer.with_suffix(xafqLlk3kkUe(SXOLrMavuUCe(b'yo\x90\xa3\x10\x0c'), chr(0b1100100) + chr(0b11001 + 0o114) + '\143' + chr(6333 - 6222) + '\x64' + '\x65')(chr(117) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b101010 + 0o16)))
I0gf1Ed6YqPX = ofUnO0upCeVG.read_jsonl(EaCjyhZptSer)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'6a\x87\x93\x0e\x01\xf0\xbe\x8eY\xf0\xeb'), chr(100) + chr(10137 - 10036) + '\x63' + '\x6f' + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + '\146' + chr(1475 - 1430) + '\x38'))(I0gf1Ed6YqPX)
return oVre8I6UXc3b
|
explosion/spaCy
|
spacy/pipeline/entityruler.py
|
EntityRuler.to_disk
|
def to_disk(self, path, **kwargs):
"""Save the entity ruler patterns to a directory. The patterns will be
saved as newline-delimited JSON (JSONL).
path (unicode / Path): The JSONL file to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#to_disk
"""
path = ensure_path(path)
path = path.with_suffix(".jsonl")
srsly.write_jsonl(path, self.patterns)
|
python
|
def to_disk(self, path, **kwargs):
"""Save the entity ruler patterns to a directory. The patterns will be
saved as newline-delimited JSON (JSONL).
path (unicode / Path): The JSONL file to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#to_disk
"""
path = ensure_path(path)
path = path.with_suffix(".jsonl")
srsly.write_jsonl(path, self.patterns)
|
[
"def",
"to_disk",
"(",
"self",
",",
"path",
",",
"*",
"*",
"kwargs",
")",
":",
"path",
"=",
"ensure_path",
"(",
"path",
")",
"path",
"=",
"path",
".",
"with_suffix",
"(",
"\".jsonl\"",
")",
"srsly",
".",
"write_jsonl",
"(",
"path",
",",
"self",
".",
"patterns",
")"
] |
Save the entity ruler patterns to a directory. The patterns will be
saved as newline-delimited JSON (JSONL).
path (unicode / Path): The JSONL file to load.
**kwargs: Other config paramters, mostly for consistency.
RETURNS (EntityRuler): The loaded entity ruler.
DOCS: https://spacy.io/api/entityruler#to_disk
|
[
"Save",
"the",
"entity",
"ruler",
"patterns",
"to",
"a",
"directory",
".",
"The",
"patterns",
"will",
"be",
"saved",
"as",
"newline",
"-",
"delimited",
"JSON",
"(",
"JSONL",
")",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/entityruler.py#L186-L198
|
train
|
Save the entity ruler patterns to a JSONL file.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + '\062', 52701 - 52693), ehT0Px3KOsy9(chr(0b110000) + chr(10809 - 10698) + '\064' + chr(759 - 704), 2458 - 2450), ehT0Px3KOsy9('\060' + chr(111) + chr(0b0 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(4282 - 4171) + '\063' + chr(2611 - 2557) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(2233 - 2185) + '\x6f' + '\x33' + chr(0b100010 + 0o22) + chr(0b100100 + 0o16), 58035 - 58027), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\x37', 16792 - 16784), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\063' + chr(0b0 + 0o66), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\066' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1047 - 999) + '\x6f' + chr(2194 - 2145) + chr(0b10000 + 0o47) + chr(0b110010), 27242 - 27234), ehT0Px3KOsy9(chr(1101 - 1053) + chr(0b1000 + 0o147) + chr(0b110011) + chr(0b100010 + 0o23) + chr(2572 - 2519), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + '\062' + chr(49) + '\066', 43200 - 43192), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x31' + chr(0b1000 + 0o54), 21985 - 21977), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(1734 - 1683) + chr(2505 - 2453) + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o62) + '\x35' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + '\x33' + chr(0b11 + 0o60) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9166 - 9055) + chr(0b1011 + 0o46) + '\062' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\x33' + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(5876 - 5765) + chr(0b10001 + 0o40) + chr(0b1001 + 0o54) + chr(1278 - 1225), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\061' + chr(1358 - 1308), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(987 - 936) + chr(0b110100) + chr(0b110010), 8), ehT0Px3KOsy9(chr(683 - 635) + chr(0b1101111) + '\x32' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2146 - 2097) + chr(0b1110 + 0o44) + chr(0b1101 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(51) + '\061' + '\060', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1111 + 0o140) + chr(0b110011) + '\x37' + chr(53), 34072 - 34064), ehT0Px3KOsy9(chr(48) + chr(11155 - 11044) + chr(2429 - 2378) + chr(929 - 878) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100010 + 0o22) + '\062', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x37' + chr(0b10000 + 0o43), 59070 - 59062), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1001101 + 0o42) + chr(0b111 + 0o52) + chr(49) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2674 - 2563) + chr(2076 - 2023) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(1423 - 1312) + chr(50) + chr(55) + chr(49), 27320 - 27312), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\061' + '\064' + '\x33', 26753 - 26745), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(2581 - 2526) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101110 + 0o5) + chr(0b110101 + 0o0) + chr(0b10101 + 0o35), 0o10), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(0b10 + 0o57) + chr(51) + '\x31', 44123 - 44115), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1110 + 0o45) + chr(54) + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\060' + chr(0b1101 + 0o47), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1663 - 1552) + '\063' + chr(0b1110 + 0o45) + chr(1944 - 1891), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1921 - 1873) + '\x6f' + chr(53) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c'), chr(1441 - 1341) + chr(0b1000000 + 0o45) + chr(0b1001111 + 0o24) + '\157' + chr(2773 - 2673) + chr(0b1011111 + 0o6))(chr(0b1110101) + chr(3246 - 3130) + '\x66' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jze2sRGUQ_FE(oVre8I6UXc3b, EaCjyhZptSer, **M8EIoTs2GJXE):
EaCjyhZptSer = Jzw5SxI_iwGO(EaCjyhZptSer)
EaCjyhZptSer = EaCjyhZptSer.with_suffix(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0cMp\x98\x8cr'), '\x64' + chr(447 - 346) + chr(4058 - 3959) + '\157' + '\144' + chr(3486 - 3385))(chr(0b1100000 + 0o25) + chr(0b1011011 + 0o31) + '\146' + chr(45) + chr(56)))
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'UUj\x83\x87AeKq\xde\x16'), '\144' + chr(0b1010101 + 0o20) + chr(1613 - 1514) + chr(111) + '\x64' + '\145')(chr(0b1000100 + 0o61) + chr(5894 - 5778) + chr(0b1100110) + chr(0b101101) + chr(56)))(EaCjyhZptSer, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'RFw\x83\x87laK'), chr(0b10111 + 0o115) + '\145' + chr(0b111010 + 0o51) + chr(0b1000110 + 0o51) + chr(100) + chr(636 - 535))('\x75' + chr(0b1110001 + 0o3) + chr(0b1100110) + chr(0b101101) + chr(56))))
|
explosion/spaCy
|
bin/ud/ud_train.py
|
read_data
|
def read_data(
nlp,
conllu_file,
text_file,
raw_text=True,
oracle_segments=False,
max_doc_length=None,
limit=None,
):
"""Read the CONLLU format into (Doc, GoldParse) tuples. If raw_text=True,
include Doc objects created using nlp.make_doc and then aligned against
the gold-standard sequences. If oracle_segments=True, include Doc objects
created from the gold-standard segments. At least one must be True."""
if not raw_text and not oracle_segments:
raise ValueError("At least one of raw_text or oracle_segments must be True")
paragraphs = split_text(text_file.read())
conllu = read_conllu(conllu_file)
# sd is spacy doc; cd is conllu doc
# cs is conllu sent, ct is conllu token
docs = []
golds = []
for doc_id, (text, cd) in enumerate(zip(paragraphs, conllu)):
sent_annots = []
for cs in cd:
sent = defaultdict(list)
for id_, word, lemma, pos, tag, morph, head, dep, _, space_after in cs:
if "." in id_:
continue
if "-" in id_:
continue
id_ = int(id_) - 1
head = int(head) - 1 if head != "0" else id_
sent["words"].append(word)
sent["tags"].append(tag)
sent["heads"].append(head)
sent["deps"].append("ROOT" if dep == "root" else dep)
sent["spaces"].append(space_after == "_")
sent["entities"] = ["-"] * len(sent["words"])
sent["heads"], sent["deps"] = projectivize(sent["heads"], sent["deps"])
if oracle_segments:
docs.append(Doc(nlp.vocab, words=sent["words"], spaces=sent["spaces"]))
golds.append(GoldParse(docs[-1], **sent))
sent_annots.append(sent)
if raw_text and max_doc_length and len(sent_annots) >= max_doc_length:
doc, gold = _make_gold(nlp, None, sent_annots)
sent_annots = []
docs.append(doc)
golds.append(gold)
if limit and len(docs) >= limit:
return docs, golds
if raw_text and sent_annots:
doc, gold = _make_gold(nlp, None, sent_annots)
docs.append(doc)
golds.append(gold)
if limit and len(docs) >= limit:
return docs, golds
return docs, golds
|
python
|
def read_data(
nlp,
conllu_file,
text_file,
raw_text=True,
oracle_segments=False,
max_doc_length=None,
limit=None,
):
"""Read the CONLLU format into (Doc, GoldParse) tuples. If raw_text=True,
include Doc objects created using nlp.make_doc and then aligned against
the gold-standard sequences. If oracle_segments=True, include Doc objects
created from the gold-standard segments. At least one must be True."""
if not raw_text and not oracle_segments:
raise ValueError("At least one of raw_text or oracle_segments must be True")
paragraphs = split_text(text_file.read())
conllu = read_conllu(conllu_file)
# sd is spacy doc; cd is conllu doc
# cs is conllu sent, ct is conllu token
docs = []
golds = []
for doc_id, (text, cd) in enumerate(zip(paragraphs, conllu)):
sent_annots = []
for cs in cd:
sent = defaultdict(list)
for id_, word, lemma, pos, tag, morph, head, dep, _, space_after in cs:
if "." in id_:
continue
if "-" in id_:
continue
id_ = int(id_) - 1
head = int(head) - 1 if head != "0" else id_
sent["words"].append(word)
sent["tags"].append(tag)
sent["heads"].append(head)
sent["deps"].append("ROOT" if dep == "root" else dep)
sent["spaces"].append(space_after == "_")
sent["entities"] = ["-"] * len(sent["words"])
sent["heads"], sent["deps"] = projectivize(sent["heads"], sent["deps"])
if oracle_segments:
docs.append(Doc(nlp.vocab, words=sent["words"], spaces=sent["spaces"]))
golds.append(GoldParse(docs[-1], **sent))
sent_annots.append(sent)
if raw_text and max_doc_length and len(sent_annots) >= max_doc_length:
doc, gold = _make_gold(nlp, None, sent_annots)
sent_annots = []
docs.append(doc)
golds.append(gold)
if limit and len(docs) >= limit:
return docs, golds
if raw_text and sent_annots:
doc, gold = _make_gold(nlp, None, sent_annots)
docs.append(doc)
golds.append(gold)
if limit and len(docs) >= limit:
return docs, golds
return docs, golds
|
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] |
Read the CONLLU format into (Doc, GoldParse) tuples. If raw_text=True,
include Doc objects created using nlp.make_doc and then aligned against
the gold-standard sequences. If oracle_segments=True, include Doc objects
created from the gold-standard segments. At least one must be True.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/ud_train.py#L52-L110
|
train
|
Read the CONLLU format into a list of Doc objects.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(1641 - 1530) + '\063' + chr(517 - 468) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(7090 - 6979) + chr(0b1111 + 0o42) + chr(385 - 333) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55) + '\060', 2398 - 2390), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\062' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b101110 + 0o4) + chr(0b110100), 47134 - 47126), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010 + 0o1) + chr(0b100000 + 0o23), 56365 - 56357), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(1245 - 1134) + '\x33' + chr(54), 39168 - 39160), ehT0Px3KOsy9(chr(220 - 172) + '\x6f' + chr(0b110001) + chr(1227 - 1176) + chr(0b110001 + 0o3), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100 + 0o57) + '\x36', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110101) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1011000 + 0o27) + '\062' + chr(0b0 + 0o60) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5744 - 5633) + chr(50) + chr(0b10011 + 0o44), 47302 - 47294), ehT0Px3KOsy9(chr(1700 - 1652) + '\x6f' + '\061' + chr(2194 - 2142) + chr(109 - 61), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10010 + 0o40) + '\x36' + chr(0b11011 + 0o32), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(51) + chr(53), 41984 - 41976), ehT0Px3KOsy9(chr(528 - 480) + chr(0b1000000 + 0o57) + chr(50) + '\x30' + chr(0b1110 + 0o50), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1000101 + 0o52) + chr(49) + chr(55) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(9814 - 9703) + chr(49) + chr(0b100101 + 0o13) + chr(129 - 77), 0o10), ehT0Px3KOsy9(chr(363 - 315) + chr(1431 - 1320) + '\063' + chr(0b10111 + 0o35) + chr(1663 - 1612), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110111) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1001100 + 0o43) + '\063' + chr(0b110011) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\x31' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(1332 - 1221) + '\062' + chr(0b110110) + chr(0b11 + 0o56), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1100 + 0o46) + '\x31' + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(55) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(51) + '\060' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101111 + 0o4) + chr(0b110111) + chr(1926 - 1872), ord("\x08")), ehT0Px3KOsy9(chr(1057 - 1009) + '\157' + chr(1800 - 1748) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(1057 - 1008) + chr(51) + '\x37', 45607 - 45599), ehT0Px3KOsy9('\060' + chr(5389 - 5278) + '\x35' + chr(0b10101 + 0o33), 0o10), ehT0Px3KOsy9('\060' + chr(9863 - 9752) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000000 + 0o57) + '\064' + chr(50), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(50) + chr(53) + '\064', 18439 - 18431), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(0b110011) + '\x31' + chr(0b110110), 54707 - 54699), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\061' + chr(0b110110), 16489 - 16481), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x36' + chr(821 - 770), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b110001) + chr(49), 58222 - 58214)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1275 - 1227) + chr(0b101 + 0o152) + '\x35' + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2'), chr(100) + chr(0b1100101) + chr(0b110100 + 0o57) + chr(0b111110 + 0o61) + chr(0b11110 + 0o106) + chr(0b100 + 0o141))(chr(0b1101 + 0o150) + chr(9261 - 9145) + chr(0b1100110) + chr(619 - 574) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VIO891y3B3FW(kG7vGCqDzyIj, XDwwDnqwe8te, dokUSrHDI0dc, V0SBurRAL3UN=ehT0Px3KOsy9(chr(746 - 698) + '\x6f' + chr(49), 0o10), FEgTK9pP987J=ehT0Px3KOsy9(chr(48) + '\x6f' + '\x30', 8), gXQ2Stefrd46=None, j8BaqiKmcR6w=None):
if not V0SBurRAL3UN and (not FEgTK9pP987J):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b"\x8d\x11\x18\xf9\xb1zm(>\x85\xear@\xda\xfb\xa6\x0b%\x94'\xadc\xf7\xc5\xa8z\xcd\xe4\x91P>KlG\xf3\xbd\xebx\xde\xec\xa2\x11K\xb5\xb9nm(>\x88\xe174\xc7\xe8\xe3"), chr(0b1100100) + chr(0b1100101) + chr(0b1000101 + 0o36) + '\157' + chr(7540 - 7440) + chr(0b11010 + 0o113))(chr(0b1101111 + 0o6) + '\x74' + chr(7686 - 7584) + '\055' + chr(56)))
WED1YigJMkjd = _EDbxR7MpPAA(dokUSrHDI0dc.U6MiWrhuCi2Y())
s2JHoTKBQ39u = J76DkfMU8Ou5(XDwwDnqwe8te)
ASpvqKej94Wj = []
iJM_S18SRgtB = []
for (ISGetVmzFnul, (Ah1rInvg48Hb, LgUG_KUwxdgf)) in YlkZvXL8qwsX(pZ0NK2y6HRbn(WED1YigJMkjd, s2JHoTKBQ39u)):
gTTntaNZb5Qu = []
for Xo7QthAj4IpU in LgUG_KUwxdgf:
FELgQL7dD3el = rLgqW9imlCdX(YyaZ4tpXu4lf)
for (_98QPWqqNw9m, CWnx52wJLqEN, rihIOdEl9FJs, NXd0aqYJd4lK, CPdEsc5O1sf7, mwwW5dmuk1oU, jTNf3myQ667Q, NgJj83wwfz_T, VNGQdHSFPrso, MfneeIsPRxGH) in Xo7QthAj4IpU:
if xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2'), '\x64' + chr(0b100000 + 0o105) + chr(99) + chr(0b11100 + 0o123) + chr(100) + chr(101))('\x75' + chr(0b1011010 + 0o32) + chr(0b1100110) + '\x2d' + chr(1241 - 1185)) in _98QPWqqNw9m:
continue
if xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(0b100000 + 0o104) + '\145' + chr(0b1010010 + 0o21) + chr(10861 - 10750) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + '\146' + '\x2d' + chr(0b111000)) in _98QPWqqNw9m:
continue
_98QPWqqNw9m = ehT0Px3KOsy9(_98QPWqqNw9m) - ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101 + 0o54), 8)
jTNf3myQ667Q = ehT0Px3KOsy9(jTNf3myQ667Q) - ehT0Px3KOsy9(chr(767 - 719) + '\157' + chr(1144 - 1095), 8) if jTNf3myQ667Q != xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc'), '\144' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(485 - 385) + chr(101))('\165' + chr(6916 - 6800) + '\146' + chr(45) + chr(2919 - 2863)) else _98QPWqqNw9m
xafqLlk3kkUe(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\nJ\xf1\xa7'), chr(0b1100100) + '\x65' + chr(5352 - 5253) + chr(111) + chr(8773 - 8673) + chr(0b1100101))(chr(0b101 + 0o160) + chr(0b101100 + 0o110) + chr(0b111111 + 0o47) + chr(1127 - 1082) + chr(2492 - 2436))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(9018 - 8918) + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(1228 - 1126) + chr(1955 - 1910) + '\070'))(CWnx52wJLqEN)
xafqLlk3kkUe(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\x04_\xe6'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + '\144' + chr(101))('\165' + chr(0b100 + 0o160) + '\x66' + chr(45) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(5289 - 5189) + chr(10176 - 10075) + chr(4661 - 4562) + chr(0b1100011 + 0o14) + chr(4360 - 4260) + chr(0b1100101))(chr(0b110110 + 0o77) + '\x74' + chr(0b110010 + 0o64) + chr(0b101101) + '\x38'))(CPdEsc5O1sf7)
xafqLlk3kkUe(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\x00Y\xf1\xa7'), chr(0b1100100) + '\145' + chr(644 - 545) + chr(111) + chr(0b1100100) + chr(101))('\165' + '\164' + chr(0b1010011 + 0o23) + chr(0b101101) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(0b1010000 + 0o24) + '\145' + '\143' + chr(0b1000111 + 0o50) + '\144' + chr(0b1100101))(chr(117) + chr(7136 - 7020) + chr(102) + chr(1634 - 1589) + '\070'))(jTNf3myQ667Q)
xafqLlk3kkUe(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\x00H\xe6'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(8087 - 7976) + '\x64' + chr(0b1000110 + 0o37))(chr(10430 - 10313) + '\x74' + '\x66' + chr(0b101101) + chr(286 - 230))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), '\144' + '\x65' + chr(99) + chr(111) + chr(0b1100100) + '\x65')(chr(117) + chr(1044 - 928) + '\146' + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e*w\xc1'), chr(0b1010010 + 0o22) + chr(0b11111 + 0o106) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1100001 + 0o4))('\x75' + chr(116) + '\146' + chr(45) + chr(0b1110 + 0o52)) if NgJj83wwfz_T == xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\nW\xe1'), chr(100) + '\145' + chr(0b1100011) + '\157' + chr(0b1000111 + 0o35) + chr(2102 - 2001))(chr(0b1101101 + 0o10) + chr(116) + chr(102) + chr(0b11111 + 0o16) + chr(0b11111 + 0o31)) else NgJj83wwfz_T)
xafqLlk3kkUe(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x15Y\xf6\xb1h'), '\x64' + chr(101) + chr(0b1100011) + chr(0b100011 + 0o114) + chr(0b111000 + 0o54) + '\x65')(chr(0b1110101) + chr(0b101001 + 0o113) + chr(0b1011100 + 0o12) + '\055' + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + '\144' + chr(101))('\x75' + '\x74' + '\x66' + '\x2d' + chr(56)))(MfneeIsPRxGH == xafqLlk3kkUe(SXOLrMavuUCe(b'\x93'), chr(0b1100100) + chr(802 - 701) + '\x63' + '\x6f' + '\x64' + '\145')(chr(8192 - 8075) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b11000 + 0o40)))
FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\x0bL\xfc\xa0r{/'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + '\x64' + chr(4714 - 4613))(chr(9869 - 9752) + '\164' + chr(0b1100110) + chr(0b101101) + chr(56))] = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(0b1011101 + 0o7) + chr(101) + '\143' + chr(3464 - 3353) + '\x64' + '\x65')('\x75' + chr(0b1110100) + '\x66' + chr(1872 - 1827) + chr(0b111000))] * c2A0yzQpDQB3(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\nJ\xf1\xa7'), chr(8148 - 8048) + chr(10056 - 9955) + '\143' + '\157' + '\144' + chr(101))(chr(0b1 + 0o164) + chr(116) + chr(102) + chr(45) + '\070')])
(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\x00Y\xf1\xa7'), chr(0b1100100) + chr(9726 - 9625) + chr(0b1100011) + chr(0b100011 + 0o114) + chr(100) + chr(2839 - 2738))(chr(117) + chr(0b1100101 + 0o17) + chr(0b1100110) + chr(0b101101) + chr(0b101 + 0o63))], FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\x00H\xe6'), chr(2428 - 2328) + chr(0b1100101) + chr(99) + chr(11223 - 11112) + '\x64' + chr(101))('\165' + chr(116) + '\x66' + '\x2d' + chr(2038 - 1982))]) = AuU8G54408jm(FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\x00Y\xf1\xa7'), chr(0b1100100) + chr(101) + '\x63' + '\157' + chr(0b1111 + 0o125) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(5301 - 5199) + chr(436 - 391) + chr(0b110001 + 0o7))], FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\x00H\xe6'), '\144' + chr(597 - 496) + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(1481 - 1379) + chr(0b101101) + chr(0b111000))])
if FEgTK9pP987J:
xafqLlk3kkUe(ASpvqKej94Wj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(0b1111 + 0o125) + '\145' + '\143' + '\x6f' + '\144' + '\x65')(chr(0b1011011 + 0o32) + chr(0b1011110 + 0o26) + '\146' + chr(0b101101) + chr(56)))(TJL8crE1X4c3(xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa16m\xa3\xb3^o\x05N\x81\xb6C'), chr(6904 - 6804) + '\145' + chr(0b110110 + 0o55) + '\x6f' + '\x64' + chr(101))(chr(0b1001010 + 0o53) + '\164' + chr(3016 - 2914) + '\055' + chr(0b111000))), words=FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\nJ\xf1\xa7'), chr(0b1100 + 0o130) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b10010 + 0o122) + '\x65')('\165' + chr(12271 - 12155) + chr(5167 - 5065) + chr(0b101101) + '\x38')], spaces=FELgQL7dD3el[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x15Y\xf6\xb1h'), chr(0b111101 + 0o47) + chr(900 - 799) + chr(0b1100011) + chr(0b1101101 + 0o2) + '\x64' + chr(0b1001011 + 0o32))(chr(0b1110101) + chr(116) + '\x66' + chr(0b10110 + 0o27) + '\x38')]))
xafqLlk3kkUe(iJM_S18SRgtB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(5186 - 5086) + '\x65' + chr(7951 - 7852) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(45) + chr(56)))(JrWLyayerZ5P(ASpvqKej94Wj[-ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\x31', 8)], **FELgQL7dD3el))
xafqLlk3kkUe(gTTntaNZb5Qu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(0b1011011 + 0o11) + chr(101) + '\143' + '\157' + chr(0b1100100) + chr(0b1010110 + 0o17))('\x75' + chr(1156 - 1040) + chr(102) + '\x2d' + chr(56)))(FELgQL7dD3el)
if V0SBurRAL3UN and gXQ2Stefrd46 and (c2A0yzQpDQB3(gTTntaNZb5Qu) >= gXQ2Stefrd46):
(JCpEgna6NeKD, engLn_Bmu8eW) = uqA8OO0b1VgF(kG7vGCqDzyIj, None, gTTntaNZb5Qu)
gTTntaNZb5Qu = []
xafqLlk3kkUe(ASpvqKej94Wj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), '\144' + '\x65' + chr(0b1010011 + 0o20) + '\157' + '\144' + '\x65')('\165' + '\164' + chr(102) + chr(740 - 695) + '\x38'))(JCpEgna6NeKD)
xafqLlk3kkUe(iJM_S18SRgtB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), '\x64' + chr(0b101 + 0o140) + chr(0b1100011) + chr(0b1010101 + 0o32) + chr(100) + chr(0b1100101))(chr(117) + '\x74' + chr(102) + chr(0b101101) + chr(1630 - 1574)))(engLn_Bmu8eW)
if j8BaqiKmcR6w and c2A0yzQpDQB3(ASpvqKej94Wj) >= j8BaqiKmcR6w:
return (ASpvqKej94Wj, iJM_S18SRgtB)
if V0SBurRAL3UN and gTTntaNZb5Qu:
(JCpEgna6NeKD, engLn_Bmu8eW) = uqA8OO0b1VgF(kG7vGCqDzyIj, None, gTTntaNZb5Qu)
xafqLlk3kkUe(ASpvqKej94Wj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(0b10010 + 0o122) + chr(0b111001 + 0o54) + chr(99) + chr(111) + '\x64' + '\145')(chr(0b1110010 + 0o3) + chr(116) + chr(102) + '\055' + '\x38'))(JCpEgna6NeKD)
xafqLlk3kkUe(iJM_S18SRgtB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x15H\xf0\xba\x7f'), chr(0b0 + 0o144) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100100) + chr(101))('\x75' + chr(0b1010011 + 0o41) + '\146' + chr(45) + chr(2831 - 2775)))(engLn_Bmu8eW)
if j8BaqiKmcR6w and c2A0yzQpDQB3(ASpvqKej94Wj) >= j8BaqiKmcR6w:
return (ASpvqKej94Wj, iJM_S18SRgtB)
return (ASpvqKej94Wj, iJM_S18SRgtB)
|
explosion/spaCy
|
bin/ud/ud_train.py
|
golds_to_gold_tuples
|
def golds_to_gold_tuples(docs, golds):
"""Get out the annoying 'tuples' format used by begin_training, given the
GoldParse objects."""
tuples = []
for doc, gold in zip(docs, golds):
text = doc.text
ids, words, tags, heads, labels, iob = zip(*gold.orig_annot)
sents = [((ids, words, tags, heads, labels, iob), [])]
tuples.append((text, sents))
return tuples
|
python
|
def golds_to_gold_tuples(docs, golds):
"""Get out the annoying 'tuples' format used by begin_training, given the
GoldParse objects."""
tuples = []
for doc, gold in zip(docs, golds):
text = doc.text
ids, words, tags, heads, labels, iob = zip(*gold.orig_annot)
sents = [((ids, words, tags, heads, labels, iob), [])]
tuples.append((text, sents))
return tuples
|
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] |
Get out the annoying 'tuples' format used by begin_training, given the
GoldParse objects.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/ud_train.py#L173-L182
|
train
|
Get out the annoying tuples format used by begin_training given the
GoldParse objects.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o15) + '\x35' + '\067', 63848 - 63840), ehT0Px3KOsy9(chr(228 - 180) + chr(4037 - 3926) + chr(51) + chr(55) + chr(1863 - 1815), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10763 - 10652) + '\x33' + '\062' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(49) + chr(0b110011) + chr(0b110010), 53074 - 53066), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b110100), 40413 - 40405), ehT0Px3KOsy9(chr(199 - 151) + '\157' + chr(0b110011) + chr(51) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1288 - 1240) + chr(0b1101111) + chr(265 - 214) + chr(0b1011 + 0o45) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(12307 - 12196) + chr(0b110110 + 0o0) + '\062', 11970 - 11962), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\x31' + '\065' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + '\x33' + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x34' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1011 + 0o47) + '\067' + '\067', 60390 - 60382), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(2019 - 1965) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5221 - 5110) + chr(0b111 + 0o57) + chr(0b100010 + 0o23), 575 - 567), ehT0Px3KOsy9(chr(65 - 17) + chr(284 - 173) + chr(0b100001 + 0o20) + '\067' + chr(48), 54041 - 54033), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b110010) + chr(51) + chr(0b110000 + 0o5), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\066' + chr(619 - 564), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(49) + chr(0b11011 + 0o25), 38972 - 38964), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(2032 - 1983) + chr(48), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(2512 - 2458) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(1469 - 1421) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(69 - 18) + chr(1715 - 1663) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5894 - 5783) + chr(0b110001) + chr(52) + chr(0b11110 + 0o30), 54005 - 53997), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b110001) + chr(0b110010) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(2158 - 2110) + chr(2547 - 2436) + chr(0b110001) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(708 - 660) + '\157' + '\061' + '\x32' + chr(1521 - 1466), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b100001 + 0o24) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(12266 - 12155) + chr(0b110001) + '\x31' + chr(2062 - 2008), 9 - 1), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b110100 + 0o73) + '\x37' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(51) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110101) + chr(55), 20933 - 20925), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b11011 + 0o26) + chr(50), 32095 - 32087), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(0b110011 + 0o0) + chr(49) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(1930 - 1819) + chr(0b101001 + 0o10) + chr(0b11110 + 0o27) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8950 - 8839) + chr(1269 - 1217) + chr(0b1110 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(184 - 73) + chr(729 - 678) + chr(2161 - 2106) + chr(48), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x30', 0o10), ehT0Px3KOsy9(chr(1389 - 1341) + '\x6f' + '\x33' + '\067' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(50) + chr(0b110010) + chr(48), 39716 - 39708), ehT0Px3KOsy9(chr(1774 - 1726) + chr(111) + chr(2362 - 2309) + '\x32', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b111010 + 0o65) + chr(1445 - 1392) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1'), chr(0b1011110 + 0o6) + chr(0b111011 + 0o52) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(101))('\165' + chr(3167 - 3051) + chr(5010 - 4908) + '\055' + chr(0b110011 + 0o5)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def bTm3xo05PSo8(ASpvqKej94Wj, iJM_S18SRgtB):
mUGQCvh3FjgQ = []
for (JCpEgna6NeKD, engLn_Bmu8eW) in pZ0NK2y6HRbn(ASpvqKej94Wj, iJM_S18SRgtB):
Ah1rInvg48Hb = JCpEgna6NeKD.Ah1rInvg48Hb
(zdjj2pRemk_P, o34DiSJcu6N2, MRGa81KE7QCh, vwTzayUlIOD3, uXMK81tmdpTM, ivdXUAMO2g9f) = pZ0NK2y6HRbn(*engLn_Bmu8eW.orig_annot)
qZoSAB8tkP7m = [((zdjj2pRemk_P, o34DiSJcu6N2, MRGa81KE7QCh, vwTzayUlIOD3, uXMK81tmdpTM, ivdXUAMO2g9f), [])]
xafqLlk3kkUe(mUGQCvh3FjgQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\x88\xa4?r\xbb'), chr(0b1100100) + chr(0b111100 + 0o51) + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b11111 + 0o107) + chr(1137 - 1092) + '\070'))((Ah1rInvg48Hb, qZoSAB8tkP7m))
return mUGQCvh3FjgQ
|
explosion/spaCy
|
spacy/lang/fa/lex_attrs.py
|
like_num
|
def like_num(text):
"""
check if text resembles a number
"""
text = (
text.replace(",", "")
.replace(".", "")
.replace("،", "")
.replace("٫", "")
.replace("/", "")
)
if text.isdigit():
return True
if text in _num_words:
return True
if text in _ordinal_words:
return True
return False
|
python
|
def like_num(text):
"""
check if text resembles a number
"""
text = (
text.replace(",", "")
.replace(".", "")
.replace("،", "")
.replace("٫", "")
.replace("/", "")
)
if text.isdigit():
return True
if text in _num_words:
return True
if text in _ordinal_words:
return True
return False
|
[
"def",
"like_num",
"(",
"text",
")",
":",
"text",
"=",
"(",
"text",
".",
"replace",
"(",
"\",\"",
",",
"\"\"",
")",
".",
"replace",
"(",
"\".\"",
",",
"\"\"",
")",
".",
"replace",
"(",
"\"،\",",
" ",
"\")",
"",
".",
"replace",
"(",
"\"٫\",",
" ",
"\")",
"",
".",
"replace",
"(",
"\"/\"",
",",
"\"\"",
")",
")",
"if",
"text",
".",
"isdigit",
"(",
")",
":",
"return",
"True",
"if",
"text",
"in",
"_num_words",
":",
"return",
"True",
"if",
"text",
"in",
"_ordinal_words",
":",
"return",
"True",
"return",
"False"
] |
check if text resembles a number
|
[
"check",
"if",
"text",
"resembles",
"a",
"number"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/lang/fa/lex_attrs.py#L84-L101
|
train
|
check if text resembles a number
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(9452 - 9341) + '\062' + '\064' + chr(0b1011 + 0o54), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1010100 + 0o33) + chr(0b110010) + '\066' + chr(0b110 + 0o54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1000 + 0o51) + '\x32' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(8630 - 8519) + '\061' + '\066' + chr(189 - 134), 0b1000), ehT0Px3KOsy9(chr(1674 - 1626) + chr(0b101100 + 0o103) + '\x32' + '\066' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b100100 + 0o16) + '\x32', 26860 - 26852), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\x37' + chr(1669 - 1616), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + '\x33' + '\x33' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(1293 - 1182) + chr(2334 - 2284) + chr(0b110101) + chr(2298 - 2244), 0b1000), ehT0Px3KOsy9(chr(1760 - 1712) + '\157' + chr(0b101 + 0o54) + chr(0b101011 + 0o5) + chr(50), 4383 - 4375), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\x36' + chr(0b10101 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3789 - 3678) + '\x31' + chr(51) + chr(333 - 280), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110110) + chr(0b101111 + 0o3), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(49) + chr(0b110001), 16564 - 16556), ehT0Px3KOsy9(chr(1050 - 1002) + chr(0b1101111) + '\x31' + '\063' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b10101 + 0o40) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + '\x31' + chr(0b11111 + 0o22) + '\x34', 0o10), ehT0Px3KOsy9(chr(883 - 835) + chr(111) + '\x31' + chr(0b101010 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(0b11101 + 0o24) + '\062' + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(50) + chr(0b100011 + 0o23) + '\x33', 36421 - 36413), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + chr(0b110001) + '\x32' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b110000) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000011 + 0o54) + '\063' + '\060' + '\060', 41708 - 41700), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1713 - 1665) + '\x6f' + '\063' + chr(2292 - 2242) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + '\x31' + chr(0b10110 + 0o40) + chr(0b11001 + 0o27), 0o10), ehT0Px3KOsy9(chr(370 - 322) + chr(111) + chr(50) + chr(0b110001) + chr(0b11000 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111 + 0o0) + '\x33' + '\061' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(706 - 595) + chr(0b101 + 0o55) + '\x36' + chr(1830 - 1776), 34025 - 34017), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(0b110011) + chr(0b110001), 18594 - 18586), ehT0Px3KOsy9('\x30' + chr(10602 - 10491) + chr(49) + chr(55) + '\065', 3878 - 3870), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + chr(976 - 925) + chr(49) + '\x35', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(52) + chr(0b101101 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(1522 - 1474) + chr(0b1101111) + '\x32' + '\065' + chr(0b110000), 44439 - 44431), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b11100 + 0o33) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1577 - 1529) + chr(0b1101111) + '\x32' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(10981 - 10870) + chr(49) + chr(0b1001 + 0o50) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b110011) + chr(0b11001 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b110100) + chr(0b10111 + 0o40), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(4628 - 4517) + '\065' + chr(48), 7946 - 7938)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x89'), chr(3455 - 3355) + chr(6676 - 6575) + chr(4980 - 4881) + chr(0b110010 + 0o75) + chr(100) + '\145')(chr(0b1001001 + 0o54) + chr(0b1001101 + 0o47) + chr(0b1100110) + chr(0b1111 + 0o36) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jVDXOZRSIbyU(Ah1rInvg48Hb):
Ah1rInvg48Hb = Ah1rInvg48Hb.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b'), '\144' + chr(7825 - 7724) + chr(0b1100011) + '\x6f' + chr(0b1100001 + 0o3) + '\145')('\x75' + chr(0b1110100) + '\x66' + chr(156 - 111) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + '\x65' + chr(99) + chr(0b1111 + 0o140) + chr(0b1001 + 0o133) + '\145')(chr(9911 - 9794) + chr(12221 - 12105) + '\x66' + chr(0b101101) + chr(0b100110 + 0o22))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\x89'), chr(0b1100100) + chr(8682 - 8581) + chr(99) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(1418 - 1301) + chr(0b101110 + 0o106) + '\x66' + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + '\x65')('\165' + '\164' + chr(0b1100001 + 0o5) + chr(966 - 921) + chr(56))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f>'), chr(0b1100001 + 0o3) + chr(0b1100101) + chr(1256 - 1157) + chr(111) + chr(100) + chr(8442 - 8341))('\x75' + chr(0b1110100) + '\x66' + chr(0b1111 + 0o36) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(1110 - 1010) + chr(534 - 433) + '\x63' + chr(7368 - 7257) + '\144' + chr(3263 - 3162))(chr(117) + chr(116) + chr(0b1100110) + chr(1965 - 1920) + '\x38')).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'~\x19'), '\x64' + '\145' + '\143' + chr(0b1101111) + '\x64' + chr(9649 - 9548))(chr(0b100010 + 0o123) + '\x74' + chr(0b11011 + 0o113) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(0b1100101) + '\x63' + chr(6736 - 6625) + chr(0b1001011 + 0o31) + '\145')('\x75' + chr(8687 - 8571) + chr(0b1100110) + chr(0b101101) + '\070')).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\x88'), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(0b100000 + 0o104) + '\x65')(chr(0b1101000 + 0o15) + chr(116) + '\146' + '\055' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + '\145' + chr(2697 - 2598) + chr(5637 - 5526) + '\144' + chr(8039 - 7938))(chr(0b1011 + 0o152) + chr(116) + chr(102) + chr(0b10101 + 0o30) + chr(0b111000)))
if xafqLlk3kkUe(Ah1rInvg48Hb, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\xc11\x1e\xd0\xfb\x89'), chr(100) + chr(101) + chr(5351 - 5252) + chr(111) + chr(1588 - 1488) + chr(0b101100 + 0o71))('\x75' + '\x74' + chr(0b1000110 + 0o40) + chr(0b101101) + chr(0b11011 + 0o35)))():
return ehT0Px3KOsy9(chr(859 - 811) + '\x6f' + '\x31', 0b1000)
if Ah1rInvg48Hb in HCYviLQyxo03:
return ehT0Px3KOsy9(chr(362 - 314) + chr(0b1101111) + chr(1653 - 1604), 8)
if Ah1rInvg48Hb in Y366T5O4qh9a:
return ehT0Px3KOsy9(chr(455 - 407) + '\157' + chr(49), 8)
return ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + chr(0b110000), ord("\x08"))
|
explosion/spaCy
|
spacy/tokens/_serialize.py
|
merge_bytes
|
def merge_bytes(binder_strings):
"""Concatenate multiple serialized binders into one byte string."""
output = None
for byte_string in binder_strings:
binder = Binder().from_bytes(byte_string)
if output is None:
output = binder
else:
output.merge(binder)
return output.to_bytes()
|
python
|
def merge_bytes(binder_strings):
"""Concatenate multiple serialized binders into one byte string."""
output = None
for byte_string in binder_strings:
binder = Binder().from_bytes(byte_string)
if output is None:
output = binder
else:
output.merge(binder)
return output.to_bytes()
|
[
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"merge_bytes",
"(",
"binder_strings",
")",
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"=",
"None",
"for",
"byte_string",
"in",
"binder_strings",
":",
"binder",
"=",
"Binder",
"(",
")",
".",
"from_bytes",
"(",
"byte_string",
")",
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"is",
"None",
":",
"output",
"=",
"binder",
"else",
":",
"output",
".",
"merge",
"(",
"binder",
")",
"return",
"output",
".",
"to_bytes",
"(",
")"
] |
Concatenate multiple serialized binders into one byte string.
|
[
"Concatenate",
"multiple",
"serialized",
"binders",
"into",
"one",
"byte",
"string",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/_serialize.py#L97-L106
|
train
|
Concatenate multiple serialized binders into one byte string.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(2041 - 1986), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9285 - 9174) + '\064' + '\x37', 0o10), ehT0Px3KOsy9(chr(2147 - 2099) + '\157' + '\063' + chr(0b1 + 0o62) + chr(0b100001 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(7677 - 7566) + chr(0b1110 + 0o43) + chr(755 - 701) + chr(0b100101 + 0o20), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(53) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + chr(0b10101 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(686 - 636) + '\067' + chr(0b11011 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + '\065' + '\067', 0b1000), ehT0Px3KOsy9(chr(2013 - 1965) + chr(0b1100111 + 0o10) + chr(0b110001) + chr(1788 - 1740) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(2469 - 2419) + chr(1687 - 1632) + chr(0b10100 + 0o40), 45391 - 45383), ehT0Px3KOsy9(chr(1635 - 1587) + '\157' + '\x31' + '\064' + chr(1404 - 1350), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + chr(0b10000 + 0o41) + chr(55) + chr(0b110010), 34178 - 34170), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(55) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2670 - 2559) + '\062' + chr(52) + chr(1199 - 1150), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100100 + 0o15) + chr(591 - 543) + chr(0b11001 + 0o35), 54128 - 54120), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11101 + 0o30) + chr(52), 29666 - 29658), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\063' + chr(1130 - 1077), 22143 - 22135), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(49) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\066' + chr(0b1011 + 0o50), 46746 - 46738), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100101 + 0o16) + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(373 - 324) + '\x32' + chr(531 - 482), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o47) + chr(55) + chr(0b100111 + 0o14), 16947 - 16939), ehT0Px3KOsy9(chr(1800 - 1752) + chr(111) + chr(1999 - 1948) + chr(0b10001 + 0o45) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b10110 + 0o34) + '\x36' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + '\x32' + chr(52) + chr(0b110011), 57325 - 57317), ehT0Px3KOsy9('\060' + chr(5867 - 5756) + '\x35' + '\x37', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(100 - 51) + chr(0b110010) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1000110 + 0o51) + chr(2463 - 2413) + '\x36' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(363 - 314) + '\060', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10110 + 0o34) + chr(0b110100 + 0o1) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(51) + chr(49) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1943 - 1895) + chr(111) + chr(52) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110100) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(825 - 714) + '\x33' + '\067' + chr(0b10001 + 0o44), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1067 - 1016) + chr(609 - 556) + '\062', 8), ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + chr(50) + chr(49) + chr(0b110010 + 0o4), 0o10), ehT0Px3KOsy9(chr(153 - 105) + chr(111) + chr(0b110011) + chr(0b110101) + chr(1750 - 1699), 59117 - 59109), ehT0Px3KOsy9(chr(628 - 580) + chr(111) + chr(0b110001) + chr(1082 - 1028) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\x34' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + chr(50) + '\x31' + chr(1994 - 1939), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(1525 - 1414) + '\x35' + '\060', 32691 - 32683)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'1'), chr(0b1000110 + 0o36) + '\x65' + chr(0b101110 + 0o65) + '\157' + chr(100) + chr(0b10011 + 0o122))('\x75' + '\x74' + chr(1582 - 1480) + chr(1943 - 1898) + chr(0b11101 + 0o33)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VF_QXcMUHcul(Bq8GnN5hrS5V):
e1jVqMSBZ01Y = None
for kHFAr35NSKUP in Bq8GnN5hrS5V:
Dujojo3XsIbi = VImOD8iH7nGK().from_bytes(kHFAr35NSKUP)
if e1jVqMSBZ01Y is None:
e1jVqMSBZ01Y = Dujojo3XsIbi
else:
xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'rw\xe8\x19YW\xedG\x01\xd7\x13\t'), chr(4961 - 4861) + chr(0b1100101) + chr(4666 - 4567) + '\157' + chr(0b1011111 + 0o5) + chr(4088 - 3987))(chr(0b1011 + 0o152) + '\x74' + '\x66' + '\x2d' + chr(0b101001 + 0o17)))(Dujojo3XsIbi)
return xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'kH\x82\x17\x10G\xd8\\'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(9837 - 9726) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(116) + chr(102) + '\055' + chr(1131 - 1075)))()
|
explosion/spaCy
|
spacy/tokens/_serialize.py
|
Binder.add
|
def add(self, doc):
"""Add a doc's annotations to the binder for serialization."""
array = doc.to_array(self.attrs)
if len(array.shape) == 1:
array = array.reshape((array.shape[0], 1))
self.tokens.append(array)
spaces = doc.to_array(SPACY)
assert array.shape[0] == spaces.shape[0]
spaces = spaces.reshape((spaces.shape[0], 1))
self.spaces.append(numpy.asarray(spaces, dtype=bool))
self.strings.update(w.text for w in doc)
|
python
|
def add(self, doc):
"""Add a doc's annotations to the binder for serialization."""
array = doc.to_array(self.attrs)
if len(array.shape) == 1:
array = array.reshape((array.shape[0], 1))
self.tokens.append(array)
spaces = doc.to_array(SPACY)
assert array.shape[0] == spaces.shape[0]
spaces = spaces.reshape((spaces.shape[0], 1))
self.spaces.append(numpy.asarray(spaces, dtype=bool))
self.strings.update(w.text for w in doc)
|
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")",
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")",
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")",
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"(",
"(",
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")",
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"(",
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"(",
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")",
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"[",
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"]",
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"[",
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"]",
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"(",
"(",
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"[",
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"]",
",",
"1",
")",
")",
"self",
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".",
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"(",
"numpy",
".",
"asarray",
"(",
"spaces",
",",
"dtype",
"=",
"bool",
")",
")",
"self",
".",
"strings",
".",
"update",
"(",
"w",
".",
"text",
"for",
"w",
"in",
"doc",
")"
] |
Add a doc's annotations to the binder for serialization.
|
[
"Add",
"a",
"doc",
"s",
"annotations",
"to",
"the",
"binder",
"for",
"serialization",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/_serialize.py#L35-L45
|
train
|
Add a doc s annotations to the binder for serialization.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11001 + 0o32) + chr(0b110010) + chr(0b10110 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111 + 0o0) + chr(53) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2286 - 2237) + '\x34' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10324 - 10213) + '\x31' + chr(2058 - 2010) + chr(0b1011 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(0b110001) + chr(0b10110 + 0o32) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + '\x31' + chr(0b110110) + chr(60 - 10), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1759 - 1709) + '\062' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(5563 - 5452) + chr(0b110010) + '\067' + '\x33', 0o10), ehT0Px3KOsy9(chr(2149 - 2101) + chr(111) + chr(50) + chr(1808 - 1757) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(1599 - 1549) + chr(0b110010 + 0o1), 20007 - 19999), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(2571 - 2517) + chr(398 - 348), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(61 - 11) + chr(0b11010 + 0o32) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011 + 0o0) + chr(1885 - 1830) + chr(55), 34063 - 34055), ehT0Px3KOsy9(chr(48) + chr(0b1001101 + 0o42) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10469 - 10358) + '\x32' + chr(0b110110) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1420 - 1372) + chr(0b1101111) + chr(0b1111 + 0o45) + chr(0b0 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(51) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\063' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5264 - 5153) + chr(0b10011 + 0o37) + chr(85 - 37) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(51) + chr(0b11000 + 0o32) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x32' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(11262 - 11151) + chr(0b110010) + chr(48) + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(2101 - 2047) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b101000 + 0o14), 38577 - 38569), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x31' + chr(0b101111 + 0o5), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\x31' + chr(0b100 + 0o54), 58371 - 58363), ehT0Px3KOsy9(chr(1844 - 1796) + chr(0b1101111) + chr(329 - 281), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3631 - 3520) + chr(2057 - 2006) + '\x34' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(11225 - 11114) + chr(0b110010) + chr(0b110101) + chr(0b10000 + 0o45), 34445 - 34437), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(48) + '\x30', 18992 - 18984), ehT0Px3KOsy9('\060' + '\157' + chr(0b10111 + 0o32) + chr(0b11111 + 0o27) + '\x35', 1145 - 1137), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b110010) + chr(0b110100) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\062' + '\064' + chr(1877 - 1827), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b111 + 0o60) + '\067', 11176 - 11168), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + chr(55), 59085 - 59077), ehT0Px3KOsy9(chr(860 - 812) + chr(7194 - 7083) + '\063' + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(2030 - 1982) + '\x6f' + chr(0b110011) + chr(48) + chr(0b110100 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(2175 - 2127) + chr(6979 - 6868) + '\x32' + '\061' + '\065', 6743 - 6735)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(48), 46669 - 46661)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8'), chr(0b1100010 + 0o2) + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1011011 + 0o12))(chr(0b1110101) + chr(0b1101011 + 0o11) + '\146' + chr(1593 - 1548) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def uJ0q9cG5ZOR3(oVre8I6UXc3b, JCpEgna6NeKD):
B0ePDhpqxN5n = JCpEgna6NeKD.to_array(oVre8I6UXc3b.oIhwMA96NShQ)
if c2A0yzQpDQB3(xafqLlk3kkUe(B0ePDhpqxN5n, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8O\xe99"\x0e\x15\xf8\xef\xeb\xb0\x90'), chr(4418 - 4318) + '\145' + chr(0b100001 + 0o102) + chr(0b1101111) + chr(0b1000001 + 0o43) + chr(0b1100101))('\165' + chr(11114 - 10998) + '\x66' + chr(0b101101) + chr(494 - 438)))) == ehT0Px3KOsy9(chr(0b110000) + chr(9319 - 9208) + '\061', 20088 - 20080):
B0ePDhpqxN5n = B0ePDhpqxN5n.reshape((B0ePDhpqxN5n.nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(111) + '\060', 8)], ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001), 8)))
xafqLlk3kkUe(oVre8I6UXc3b.tokens, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7^\xec\x05*&'), chr(0b10110 + 0o116) + chr(0b1100101) + '\143' + chr(111) + chr(0b11010 + 0o112) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(102) + chr(251 - 206) + chr(56)))(B0ePDhpqxN5n)
OI40a7o14TIm = JCpEgna6NeKD.to_array(hvw_HH0ym0DP)
assert xafqLlk3kkUe(B0ePDhpqxN5n, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8O\xe99"\x0e\x15\xf8\xef\xeb\xb0\x90'), chr(0b1100100) + chr(0b101 + 0o140) + chr(99) + chr(111) + chr(2835 - 2735) + '\145')(chr(117) + chr(0b1101000 + 0o14) + '\146' + chr(0b101101) + '\070'))[ehT0Px3KOsy9('\x30' + '\157' + '\060', 8)] == xafqLlk3kkUe(OI40a7o14TIm, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8O\xe99"\x0e\x15\xf8\xef\xeb\xb0\x90'), chr(4381 - 4281) + '\145' + chr(0b1100011) + chr(0b1000011 + 0o54) + chr(100) + chr(101))('\x75' + chr(2522 - 2406) + chr(0b1100110) + chr(0b101101) + '\x38'))[ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b0 + 0o60), 8)]
OI40a7o14TIm = OI40a7o14TIm.reshape((OI40a7o14TIm.nauYfLglTpcb[ehT0Px3KOsy9(chr(48) + chr(3863 - 3752) + chr(1405 - 1357), 8)], ehT0Px3KOsy9('\060' + chr(111) + chr(0b101000 + 0o11), 8)))
xafqLlk3kkUe(oVre8I6UXc3b.spaces, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7^\xec\x05*&'), chr(100) + chr(6546 - 6445) + chr(99) + chr(0b1100000 + 0o17) + chr(0b1011000 + 0o14) + '\145')('\165' + chr(1848 - 1732) + chr(102) + '\055' + '\070'))(xafqLlk3kkUe(n8mpNwkrxOdz, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7]\xfd\x126#\x0b'), '\144' + '\145' + chr(0b1100011) + chr(0b110101 + 0o72) + chr(8209 - 8109) + chr(0b1100101))('\x75' + '\164' + '\146' + chr(45) + '\070'))(OI40a7o14TIm, dtype=WbBjf8Y7v9VN))
xafqLlk3kkUe(oVre8I6UXc3b.strings, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cZ\xdd%-\x0c8\xfa\xc2\xaf\xb6\xc2'), '\144' + chr(0b1100101) + '\x63' + chr(0b1010101 + 0o32) + '\144' + '\x65')(chr(7408 - 7291) + '\164' + chr(102) + chr(0b11110 + 0o17) + chr(56)))((xafqLlk3kkUe(AOfzRywRzEXp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97F\xad\x12\r,\x04\xf3\x8f\xa3\x9b\x90'), chr(3567 - 3467) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + '\x65')('\165' + chr(116) + '\x66' + '\055' + '\x38')) for AOfzRywRzEXp in JCpEgna6NeKD))
|
explosion/spaCy
|
spacy/tokens/_serialize.py
|
Binder.get_docs
|
def get_docs(self, vocab):
"""Recover Doc objects from the annotations, using the given vocab."""
for string in self.strings:
vocab[string]
orth_col = self.attrs.index(ORTH)
for tokens, spaces in zip(self.tokens, self.spaces):
words = [vocab.strings[orth] for orth in tokens[:, orth_col]]
doc = Doc(vocab, words=words, spaces=spaces)
doc = doc.from_array(self.attrs, tokens)
yield doc
|
python
|
def get_docs(self, vocab):
"""Recover Doc objects from the annotations, using the given vocab."""
for string in self.strings:
vocab[string]
orth_col = self.attrs.index(ORTH)
for tokens, spaces in zip(self.tokens, self.spaces):
words = [vocab.strings[orth] for orth in tokens[:, orth_col]]
doc = Doc(vocab, words=words, spaces=spaces)
doc = doc.from_array(self.attrs, tokens)
yield doc
|
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] |
Recover Doc objects from the annotations, using the given vocab.
|
[
"Recover",
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"from",
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"using",
"the",
"given",
"vocab",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/_serialize.py#L47-L56
|
train
|
Recover Doc objects from the annotations using the given vocab.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x30' + chr(231 - 180), 20228 - 20220), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1111 + 0o140) + chr(51) + '\x30' + chr(0b100110 + 0o13), 53321 - 53313), ehT0Px3KOsy9(chr(48) + chr(111) + '\061', 6555 - 6547), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\063' + chr(0b110101) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100110 + 0o15) + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + chr(956 - 906) + '\060' + chr(50), 24703 - 24695), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b1101 + 0o50) + chr(1873 - 1820), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1738 - 1690) + chr(0b1101111) + chr(2377 - 2328) + chr(0b1111 + 0o46) + chr(0b110100), 35511 - 35503), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\064' + chr(0b1 + 0o64), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\065' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1227 - 1174) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110111) + '\x36', 0o10), ehT0Px3KOsy9(chr(275 - 227) + '\157' + chr(50) + chr(679 - 625) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110010) + chr(0b1110 + 0o45), 0b1000), ehT0Px3KOsy9(chr(1699 - 1651) + chr(0b1101111) + chr(55) + chr(50), 0o10), ehT0Px3KOsy9(chr(1888 - 1840) + chr(111) + chr(49) + '\067' + chr(0b110 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10100 + 0o36) + '\065' + chr(941 - 892), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8479 - 8368) + chr(0b110000 + 0o2) + '\065' + chr(0b10001 + 0o44), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(1749 - 1698) + chr(2302 - 2251), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4624 - 4513) + chr(51) + chr(0b110010) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(0b1000 + 0o51) + chr(48) + '\065', 0o10), ehT0Px3KOsy9(chr(1209 - 1161) + chr(0b100000 + 0o117) + chr(0b110010) + '\066' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110110) + chr(0b101101 + 0o12), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9345 - 9234) + '\x32' + '\x32' + chr(0b100110 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + chr(0b0 + 0o63) + chr(0b1110 + 0o51) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10519 - 10408) + '\x32' + chr(0b1110 + 0o51) + '\065', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\063' + '\x34', 30275 - 30267), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b110 + 0o52) + '\064', 35219 - 35211), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\066' + chr(2895 - 2840), 8), ehT0Px3KOsy9('\060' + chr(4810 - 4699) + chr(51) + chr(0b110000) + chr(0b100011 + 0o16), 8), ehT0Px3KOsy9(chr(0b110000) + chr(1278 - 1167) + chr(0b11001 + 0o32) + chr(1009 - 957) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(290 - 179) + '\066' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(578 - 530) + '\061', 8), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + '\062' + '\061' + chr(0b110010 + 0o5), 0o10), ehT0Px3KOsy9('\060' + chr(8041 - 7930) + chr(277 - 228) + chr(53) + chr(0b110100), 8), ehT0Px3KOsy9(chr(1286 - 1238) + '\x6f' + chr(283 - 228) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(100 - 50), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b100111 + 0o110) + '\x32' + chr(0b110110) + chr(55), 8), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + chr(1482 - 1433) + chr(0b110110) + chr(48), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + chr(0b11101 + 0o23), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'm'), chr(0b101100 + 0o70) + chr(6183 - 6082) + chr(99) + chr(0b11000 + 0o127) + chr(7279 - 7179) + chr(0b1100101))('\165' + chr(116) + chr(5433 - 5331) + chr(0b111 + 0o46) + chr(0b10101 + 0o43)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YVrIs_qVG53T(oVre8I6UXc3b, mSU6gEqYPk2T):
for YfpuhF1UI1FC in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xb5s\x81\x9f\xe5\xde'), chr(0b1011111 + 0o5) + chr(0b10111 + 0o116) + chr(7724 - 7625) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1110101) + '\164' + '\146' + chr(0b0 + 0o55) + '\070')):
mSU6gEqYPk2T[YfpuhF1UI1FC]
_aHNDtVwa6lG = oVre8I6UXc3b.attrs.XdowRbJKZWL9(mRaHk9m0TURa)
for (Sz7tXxaCGqJ1, OI40a7o14TIm) in pZ0NK2y6HRbn(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'7\xaej\x8d\x9f\xf1'), chr(3077 - 2977) + '\145' + '\x63' + '\x6f' + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b110001 + 0o65) + chr(0b101010 + 0o3) + chr(56))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xb1`\x8b\x94\xf1'), chr(0b1100001 + 0o3) + chr(4530 - 4429) + chr(0b1000111 + 0o34) + '\157' + chr(0b110000 + 0o64) + chr(0b10111 + 0o116))(chr(0b101111 + 0o106) + '\x74' + chr(102) + chr(524 - 479) + '\070'))):
o34DiSJcu6N2 = [mSU6gEqYPk2T.strings[CCb8krBNH9zS] for CCb8krBNH9zS in Sz7tXxaCGqJ1[:, _aHNDtVwa6lG]]
JCpEgna6NeKD = TJL8crE1X4c3(mSU6gEqYPk2T, words=o34DiSJcu6N2, spaces=OI40a7o14TIm)
JCpEgna6NeKD = JCpEgna6NeKD.from_array(oVre8I6UXc3b.oIhwMA96NShQ, Sz7tXxaCGqJ1)
yield JCpEgna6NeKD
|
explosion/spaCy
|
spacy/tokens/_serialize.py
|
Binder.merge
|
def merge(self, other):
"""Extend the annotations of this binder with the annotations from another."""
assert self.attrs == other.attrs
self.tokens.extend(other.tokens)
self.spaces.extend(other.spaces)
self.strings.update(other.strings)
|
python
|
def merge(self, other):
"""Extend the annotations of this binder with the annotations from another."""
assert self.attrs == other.attrs
self.tokens.extend(other.tokens)
self.spaces.extend(other.spaces)
self.strings.update(other.strings)
|
[
"def",
"merge",
"(",
"self",
",",
"other",
")",
":",
"assert",
"self",
".",
"attrs",
"==",
"other",
".",
"attrs",
"self",
".",
"tokens",
".",
"extend",
"(",
"other",
".",
"tokens",
")",
"self",
".",
"spaces",
".",
"extend",
"(",
"other",
".",
"spaces",
")",
"self",
".",
"strings",
".",
"update",
"(",
"other",
".",
"strings",
")"
] |
Extend the annotations of this binder with the annotations from another.
|
[
"Extend",
"the",
"annotations",
"of",
"this",
"binder",
"with",
"the",
"annotations",
"from",
"another",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/_serialize.py#L58-L63
|
train
|
Extend the annotations of this binder with the annotations from another.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(1362 - 1313) + chr(0b100110 + 0o12) + chr(2021 - 1966), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(2035 - 1986) + '\x30' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(911 - 861) + '\062' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x37' + '\x36', 57830 - 57822), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101110 + 0o3) + '\060' + chr(0b110111), 8), ehT0Px3KOsy9(chr(48) + chr(0b1100110 + 0o11) + '\061' + '\x32' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b110110) + chr(0b11001 + 0o35), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x35' + chr(434 - 386), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\064' + '\062', 0b1000), ehT0Px3KOsy9(chr(775 - 727) + chr(0b1101111) + '\062' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\063' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(1901 - 1846) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\066' + chr(0b100 + 0o63), 7061 - 7053), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1001011 + 0o44) + '\063' + chr(52) + '\067', 57906 - 57898), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + chr(51) + '\066' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x32' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101100 + 0o10) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(54) + chr(70 - 16), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(51) + '\065' + '\060', 0o10), ehT0Px3KOsy9(chr(1798 - 1750) + chr(111) + chr(0b101101 + 0o6) + chr(0b11001 + 0o33) + chr(0b1011 + 0o52), 59901 - 59893), ehT0Px3KOsy9('\x30' + '\157' + chr(135 - 84) + chr(1232 - 1182) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(1153 - 1101) + '\060', 55094 - 55086), ehT0Px3KOsy9(chr(1679 - 1631) + chr(111) + chr(0b11001 + 0o35) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\064' + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b1011 + 0o53) + chr(51), 34424 - 34416), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11010 + 0o31) + chr(0b110110) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(7449 - 7338) + chr(0b110001) + chr(0b11101 + 0o26), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(664 - 609), 63559 - 63551), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(11781 - 11670) + chr(241 - 191) + '\x33' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110010) + chr(48), 54761 - 54753), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\x31' + chr(953 - 900) + chr(518 - 463), 63012 - 63004), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100010 + 0o17) + '\067' + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8791 - 8680) + chr(0b110010) + chr(0b110010) + '\x33', 18184 - 18176), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + chr(1271 - 1222) + '\x34' + chr(517 - 466), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(980 - 931) + chr(0b110110) + chr(0b11000 + 0o35), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2248 - 2199) + chr(0b110100) + chr(51), 8), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(898 - 849) + chr(54), 25757 - 25749), ehT0Px3KOsy9(chr(1414 - 1366) + '\x6f' + chr(0b110110) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2746 - 2635) + chr(1196 - 1147) + chr(50) + '\x34', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(7363 - 7252) + chr(0b11110 + 0o27) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'i'), '\144' + chr(8775 - 8674) + chr(0b1000101 + 0o36) + chr(111) + chr(0b1100100) + chr(101))(chr(117) + chr(6818 - 6702) + chr(0b1100110) + '\x2d' + chr(136 - 80)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mP5l0dPhBkus(oVre8I6UXc3b, KK0ERS7DqYrY):
assert xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'(\r\xfe\xc9\n\x17\xcf^,D\xb6\xaa'), chr(918 - 818) + chr(0b11110 + 0o107) + '\x63' + chr(7594 - 7483) + '\144' + '\x65')('\x75' + chr(3562 - 3446) + chr(0b1100110) + chr(1768 - 1723) + '\070')) == xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'(\r\xfe\xc9\n\x17\xcf^,D\xb6\xaa'), chr(5536 - 5436) + chr(0b100100 + 0o101) + chr(0b110101 + 0o56) + chr(10852 - 10741) + chr(100) + chr(101))(chr(10785 - 10668) + '\164' + chr(0b1100110) + '\x2d' + chr(0b110101 + 0o3)))
xafqLlk3kkUe(oVre8I6UXc3b.tokens, xafqLlk3kkUe(SXOLrMavuUCe(b'"<\xe2\xdb)2'), chr(100) + chr(0b0 + 0o145) + '\x63' + chr(0b1000 + 0o147) + chr(0b1100100) + chr(0b1100101))(chr(0b1110100 + 0o1) + chr(10870 - 10754) + chr(9823 - 9721) + '\055' + chr(0b101101 + 0o13)))(xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'3+\xfd\xdb)%'), chr(0b100 + 0o140) + chr(220 - 119) + '\x63' + chr(1869 - 1758) + '\144' + chr(0b1100101))(chr(117) + '\x74' + '\x66' + chr(0b10101 + 0o30) + '\070')))
xafqLlk3kkUe(oVre8I6UXc3b.spaces, xafqLlk3kkUe(SXOLrMavuUCe(b'"<\xe2\xdb)2'), chr(100) + chr(4552 - 4451) + chr(0b1100011) + chr(0b1101111) + chr(9421 - 9321) + chr(9546 - 9445))(chr(117) + chr(6484 - 6368) + chr(0b101100 + 0o72) + chr(0b101101 + 0o0) + chr(0b111000)))(xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'44\xf7\xdd"%'), chr(0b1001111 + 0o25) + chr(101) + chr(99) + chr(0b1101111) + '\x64' + chr(101))('\x75' + '\x74' + chr(0b1000 + 0o136) + chr(0b10110 + 0o27) + '\x38')))
xafqLlk3kkUe(oVre8I6UXc3b.strings, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d0\xd7\xfb.\x18\xbc\x06\x1b#\xbb\xcb'), chr(100) + chr(101) + '\x63' + '\157' + chr(0b1100100) + '\x65')(chr(1283 - 1166) + '\x74' + chr(0b10011 + 0o123) + chr(0b101101) + '\070'))(xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'40\xe4\xd7)1\x85'), chr(0b110111 + 0o55) + chr(1645 - 1544) + chr(0b11001 + 0o112) + chr(9997 - 9886) + chr(0b1100100) + chr(0b110 + 0o137))(chr(117) + chr(0b1110100) + '\x66' + chr(0b11000 + 0o25) + '\x38')))
|
explosion/spaCy
|
spacy/tokens/_serialize.py
|
Binder.to_bytes
|
def to_bytes(self):
"""Serialize the binder's annotations into a byte string."""
for tokens in self.tokens:
assert len(tokens.shape) == 2, tokens.shape
lengths = [len(tokens) for tokens in self.tokens]
msg = {
"attrs": self.attrs,
"tokens": numpy.vstack(self.tokens).tobytes("C"),
"spaces": numpy.vstack(self.spaces).tobytes("C"),
"lengths": numpy.asarray(lengths, dtype="int32").tobytes("C"),
"strings": list(self.strings),
}
return gzip.compress(srsly.msgpack_dumps(msg))
|
python
|
def to_bytes(self):
"""Serialize the binder's annotations into a byte string."""
for tokens in self.tokens:
assert len(tokens.shape) == 2, tokens.shape
lengths = [len(tokens) for tokens in self.tokens]
msg = {
"attrs": self.attrs,
"tokens": numpy.vstack(self.tokens).tobytes("C"),
"spaces": numpy.vstack(self.spaces).tobytes("C"),
"lengths": numpy.asarray(lengths, dtype="int32").tobytes("C"),
"strings": list(self.strings),
}
return gzip.compress(srsly.msgpack_dumps(msg))
|
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] |
Serialize the binder's annotations into a byte string.
|
[
"Serialize",
"the",
"binder",
"s",
"annotations",
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"a",
"byte",
"string",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/_serialize.py#L65-L77
|
train
|
Serialize the binder s annotations into a byte string.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110010 + 0o3) + chr(1373 - 1323), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + '\062' + '\061' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(48) + chr(0b100 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(571 - 523) + '\x6f' + chr(0b110011) + '\x31' + '\x34', 55113 - 55105), ehT0Px3KOsy9(chr(0b110000) + chr(10801 - 10690) + chr(0b10000 + 0o43) + chr(53) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2055 - 2004) + chr(52) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\067' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(8193 - 8082) + chr(49) + chr(0b110001) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\060' + chr(0b11000 + 0o34), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\060', 0o10), ehT0Px3KOsy9(chr(778 - 730) + chr(111) + '\x31' + chr(2152 - 2097) + '\062', 0o10), ehT0Px3KOsy9(chr(1316 - 1268) + chr(5661 - 5550) + chr(0b110001) + chr(2254 - 2204), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\x37' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(812 - 701) + '\x33' + '\066' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + '\x32' + chr(0b110001) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(500 - 450) + chr(0b110101) + '\x35', 44336 - 44328), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + chr(51) + chr(0b101101 + 0o6) + chr(0b10010 + 0o36), 9790 - 9782), ehT0Px3KOsy9('\060' + chr(5951 - 5840) + '\061' + '\066' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(51) + '\062', 35214 - 35206), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\x31' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1059 - 1007), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(55) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(156 - 107) + chr(0b110011) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1177 - 1129) + chr(3098 - 2987) + chr(0b110110) + chr(1756 - 1704), 50389 - 50381), ehT0Px3KOsy9('\x30' + chr(0b1000 + 0o147) + chr(55) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b11010 + 0o33) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1018 - 970) + chr(3926 - 3815) + '\x31' + '\067' + '\x32', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(55) + chr(0b11111 + 0o30), 46288 - 46280), ehT0Px3KOsy9('\060' + '\157' + chr(0b100111 + 0o12) + chr(0b1100 + 0o44) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(711 - 663) + '\x6f' + '\063' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(52) + chr(844 - 795), 0b1000), ehT0Px3KOsy9(chr(95 - 47) + '\x6f' + chr(101 - 52) + chr(2340 - 2287) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(48) + chr(55), 48608 - 48600), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(1778 - 1728) + chr(0b10001 + 0o40) + chr(748 - 700), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(52) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(0b1100 + 0o50), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(2539 - 2486) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'D'), '\x64' + chr(8024 - 7923) + chr(99) + '\157' + '\144' + chr(0b111101 + 0o50))('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GN4dUbJMPSjF(oVre8I6UXc3b):
for Sz7tXxaCGqJ1 in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xe6-\xa9\x87V'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + '\x64' + '\145')('\165' + chr(0b1101010 + 0o12) + '\x66' + chr(45) + '\070')):
assert c2A0yzQpDQB3(xafqLlk3kkUe(Sz7tXxaCGqJ1, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xe83\x95\x8fi\x82\x96\x18\xb4{\x18'), '\144' + chr(0b1100101) + chr(0b1001000 + 0o33) + chr(0b10110 + 0o131) + '\144' + chr(0b1000111 + 0o36))(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)))) == ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(388 - 338), 0o10), xafqLlk3kkUe(Sz7tXxaCGqJ1, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xe83\x95\x8fi\x82\x96\x18\xb4{\x18'), chr(0b1100100) + '\x65' + '\x63' + chr(0b10110 + 0o131) + chr(0b1100100) + chr(2919 - 2818))(chr(0b1001110 + 0o47) + chr(11130 - 11014) + '\x66' + chr(0b101101) + chr(0b111000)))
dvel49fT6_fT = [c2A0yzQpDQB3(Sz7tXxaCGqJ1) for Sz7tXxaCGqJ1 in oVre8I6UXc3b.tokens]
jtbovtaIYjRB = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\xfd2\xbe\x9a'), '\144' + '\145' + chr(8560 - 8461) + chr(0b1001 + 0o146) + '\144' + '\145')(chr(117) + '\x74' + chr(0b100010 + 0o104) + chr(45) + chr(0b100010 + 0o26)): oVre8I6UXc3b.oIhwMA96NShQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xe6-\xa9\x87V'), '\x64' + chr(0b1100101) + '\143' + '\x6f' + '\144' + '\x65')('\x75' + '\164' + chr(0b1100110) + chr(0b101101) + '\x38'): n8mpNwkrxOdz.vstack(oVre8I6UXc3b.tokens).tobytes(xafqLlk3kkUe(SXOLrMavuUCe(b')'), '\144' + '\x65' + chr(99) + chr(0b1101111) + chr(8524 - 8424) + '\x65')(chr(0b1110101) + chr(0b1 + 0o163) + chr(0b10000 + 0o126) + chr(0b100110 + 0o7) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b"\x19\xf9'\xaf\x8cV"), chr(0b1001111 + 0o25) + chr(8193 - 8092) + chr(99) + chr(0b1101111) + '\x64' + '\145')('\165' + '\x74' + chr(0b1100100 + 0o2) + chr(1351 - 1306) + chr(1372 - 1316)): n8mpNwkrxOdz.vstack(oVre8I6UXc3b.spaces).tobytes(xafqLlk3kkUe(SXOLrMavuUCe(b')'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(1566 - 1449) + '\x74' + '\146' + '\x2d' + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xec(\xab\x9dM\x96'), chr(9375 - 9275) + chr(101) + '\143' + chr(111) + chr(7674 - 7574) + chr(101))(chr(117) + chr(116) + '\x66' + chr(803 - 758) + chr(0b110100 + 0o4)): n8mpNwkrxOdz.asarray(dvel49fT6_fT, dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\xe72\xff\xdb'), '\144' + chr(6225 - 6124) + chr(99) + '\157' + chr(0b1100011 + 0o1) + chr(101))(chr(6257 - 6140) + '\164' + chr(0b1110 + 0o130) + chr(45) + '\x38')).tobytes(xafqLlk3kkUe(SXOLrMavuUCe(b')'), chr(100) + '\145' + chr(8888 - 8789) + chr(111) + chr(5135 - 5035) + chr(101))(chr(0b1110101) + chr(0b100010 + 0o122) + '\146' + chr(45) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xfd4\xa5\x87B\x96'), chr(100) + chr(3814 - 3713) + '\x63' + chr(0b10101 + 0o132) + chr(0b111101 + 0o47) + chr(101))(chr(8719 - 8602) + chr(116) + chr(102) + chr(0b101101) + chr(0b111000)): YyaZ4tpXu4lf(oVre8I6UXc3b.strings)}
return xafqLlk3kkUe(Sl9BQg7umixy, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xe6+\xbc\x9b@\x96\x89'), chr(0b1010110 + 0o16) + chr(0b1100101) + chr(99) + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(0b1110100) + '\x66' + chr(45) + '\070'))(xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\xfa!\xbc\x88F\x8e\xa5(\xb1u\ny'), chr(0b101101 + 0o67) + chr(0b1100101) + chr(99) + chr(111) + '\x64' + chr(101))('\x75' + chr(7367 - 7251) + '\x66' + chr(45) + chr(0b111000)))(jtbovtaIYjRB))
|
explosion/spaCy
|
spacy/tokens/_serialize.py
|
Binder.from_bytes
|
def from_bytes(self, string):
"""Deserialize the binder's annotations from a byte string."""
msg = srsly.msgpack_loads(gzip.decompress(string))
self.attrs = msg["attrs"]
self.strings = set(msg["strings"])
lengths = numpy.fromstring(msg["lengths"], dtype="int32")
flat_spaces = numpy.fromstring(msg["spaces"], dtype=bool)
flat_tokens = numpy.fromstring(msg["tokens"], dtype="uint64")
shape = (flat_tokens.size // len(self.attrs), len(self.attrs))
flat_tokens = flat_tokens.reshape(shape)
flat_spaces = flat_spaces.reshape((flat_spaces.size, 1))
self.tokens = NumpyOps().unflatten(flat_tokens, lengths)
self.spaces = NumpyOps().unflatten(flat_spaces, lengths)
for tokens in self.tokens:
assert len(tokens.shape) == 2, tokens.shape
return self
|
python
|
def from_bytes(self, string):
"""Deserialize the binder's annotations from a byte string."""
msg = srsly.msgpack_loads(gzip.decompress(string))
self.attrs = msg["attrs"]
self.strings = set(msg["strings"])
lengths = numpy.fromstring(msg["lengths"], dtype="int32")
flat_spaces = numpy.fromstring(msg["spaces"], dtype=bool)
flat_tokens = numpy.fromstring(msg["tokens"], dtype="uint64")
shape = (flat_tokens.size // len(self.attrs), len(self.attrs))
flat_tokens = flat_tokens.reshape(shape)
flat_spaces = flat_spaces.reshape((flat_spaces.size, 1))
self.tokens = NumpyOps().unflatten(flat_tokens, lengths)
self.spaces = NumpyOps().unflatten(flat_spaces, lengths)
for tokens in self.tokens:
assert len(tokens.shape) == 2, tokens.shape
return self
|
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] |
Deserialize the binder's annotations from a byte string.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/_serialize.py#L79-L94
|
train
|
Deserialize the binder s annotations from a byte string.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(823 - 775) + chr(5611 - 5500) + '\061' + chr(518 - 468) + chr(2058 - 2005), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(1455 - 1400) + '\063', 3225 - 3217), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\067' + chr(0b1110 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(131 - 82) + chr(51) + chr(937 - 886), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b110101) + chr(0b1100 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110000 + 0o3) + chr(0b10101 + 0o40) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1350 - 1299) + chr(1017 - 964) + '\063', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110011) + chr(1733 - 1678), 0b1000), ehT0Px3KOsy9(chr(735 - 687) + '\157' + chr(51) + chr(54) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(615 - 567) + chr(0b1101111) + '\063' + chr(0b100101 + 0o13) + chr(535 - 484), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + '\x35', 29965 - 29957), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(1294 - 1244) + '\x34' + chr(0b110100), 23276 - 23268), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(0b11 + 0o57) + '\066' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\062' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(4582 - 4471) + chr(0b10 + 0o60) + chr(1620 - 1571) + chr(1756 - 1705), 14032 - 14024), ehT0Px3KOsy9('\x30' + chr(5895 - 5784) + chr(50) + chr(1126 - 1072) + chr(0b11101 + 0o31), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b11 + 0o154) + chr(1679 - 1624) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + '\x31' + '\x36', 3122 - 3114), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11111 + 0o22) + chr(0b110001) + '\061', 3407 - 3399), ehT0Px3KOsy9(chr(0b110000) + chr(4796 - 4685) + chr(0b110010) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(51) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(2091 - 2043) + chr(0b1101111) + '\x33' + chr(49) + chr(52), 58031 - 58023), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\062', 58440 - 58432), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1001111 + 0o40) + chr(0b110100) + '\064', 39130 - 39122), ehT0Px3KOsy9('\060' + '\x6f' + chr(1979 - 1926), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(691 - 640) + chr(0b101001 + 0o15) + chr(0b10000 + 0o45), 0b1000), ehT0Px3KOsy9(chr(1332 - 1284) + chr(606 - 495) + chr(0b110010) + chr(0b110110) + chr(126 - 71), 0o10), ehT0Px3KOsy9(chr(975 - 927) + chr(0b1101111) + chr(276 - 226) + chr(0b101001 + 0o10) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o56) + chr(48) + chr(51), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\063' + chr(49), 8), ehT0Px3KOsy9(chr(0b110000) + chr(4621 - 4510) + chr(0b1010 + 0o47) + chr(399 - 349) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(8492 - 8381) + '\x33' + '\x34' + chr(1648 - 1595), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + '\x32' + chr(2310 - 2258), 1225 - 1217), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(0b110101) + chr(0b100101 + 0o22), 0b1000), ehT0Px3KOsy9(chr(930 - 882) + chr(0b1000 + 0o147) + '\x31' + chr(0b11110 + 0o31) + chr(0b1001 + 0o54), 19410 - 19402), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b10111 + 0o34) + '\x37', 8), ehT0Px3KOsy9(chr(493 - 445) + '\x6f' + chr(1489 - 1440) + '\067' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b1011 + 0o47) + chr(0b1000 + 0o51), 56114 - 56106), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\060' + chr(1602 - 1553), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + '\065' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'{'), chr(2069 - 1969) + chr(0b1001000 + 0o35) + chr(0b1100011) + chr(0b100101 + 0o112) + '\x64' + chr(0b1001100 + 0o31))(chr(933 - 816) + chr(0b111000 + 0o74) + '\146' + '\x2d' + chr(3134 - 3078)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zc3B9BkxjMDs(oVre8I6UXc3b, YfpuhF1UI1FC):
jtbovtaIYjRB = ofUnO0upCeVG.msgpack_loads(Sl9BQg7umixy.decompress(YfpuhF1UI1FC))
oVre8I6UXc3b.oIhwMA96NShQ = jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'4\xcf\xcd)\x99'), '\144' + chr(0b1001101 + 0o30) + chr(0b1010110 + 0o15) + chr(0b11011 + 0o124) + chr(2140 - 2040) + chr(5540 - 5439))(chr(10563 - 10446) + chr(0b100011 + 0o121) + chr(102) + chr(1863 - 1818) + chr(0b111000))]
oVre8I6UXc3b.o8uuw1oisHXF = MVEN8G6CxlvR(jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'&\xcf\xcb2\x84\x8c\x98'), chr(5627 - 5527) + '\145' + chr(0b1010111 + 0o14) + '\x6f' + '\x64' + chr(0b1100101))('\x75' + chr(116) + chr(5052 - 4950) + chr(194 - 149) + chr(0b100101 + 0o23))])
dvel49fT6_fT = n8mpNwkrxOdz.fromstring(jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'9\xde\xd7<\x9e\x83\x98'), '\144' + chr(6618 - 6517) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100101))(chr(8346 - 8229) + chr(0b1110100) + chr(4396 - 4294) + '\055' + chr(56))], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'<\xd5\xcdh\xd8'), chr(7488 - 7388) + '\145' + '\x63' + chr(111) + '\x64' + '\145')(chr(0b110101 + 0o100) + chr(116) + chr(0b101101 + 0o71) + chr(45) + chr(0b110010 + 0o6)))
GSurxXmfhMzG = n8mpNwkrxOdz.fromstring(jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'&\xcb\xd88\x8f\x98'), '\144' + '\145' + chr(99) + chr(0b11111 + 0o120) + chr(100) + chr(0b1100101))(chr(0b101101 + 0o110) + '\164' + chr(0b1100110) + chr(45) + '\x38')], dtype=WbBjf8Y7v9VN)
_rtaj0ZQ0Ij0 = n8mpNwkrxOdz.fromstring(jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'!\xd4\xd2>\x84\x98'), chr(0b10101 + 0o117) + chr(101) + '\143' + chr(0b1101111) + '\x64' + chr(6088 - 5987))(chr(0b111 + 0o156) + chr(0b101010 + 0o112) + '\x66' + chr(1489 - 1444) + chr(1746 - 1690))], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b' \xd2\xd7/\xdc\xdf'), chr(0b111100 + 0o50) + '\x65' + chr(0b1100011) + chr(111) + '\144' + chr(0b110111 + 0o56))('\x75' + chr(116) + chr(102) + '\055' + '\070'))
nauYfLglTpcb = (_rtaj0ZQ0Ij0.NLcc3BCJnQka // c2A0yzQpDQB3(oVre8I6UXc3b.oIhwMA96NShQ), c2A0yzQpDQB3(oVre8I6UXc3b.oIhwMA96NShQ))
_rtaj0ZQ0Ij0 = _rtaj0ZQ0Ij0.reshape(nauYfLglTpcb)
GSurxXmfhMzG = GSurxXmfhMzG.reshape((GSurxXmfhMzG.NLcc3BCJnQka, ehT0Px3KOsy9(chr(0b110000) + chr(9817 - 9706) + chr(277 - 228), 0b1000)))
oVre8I6UXc3b.Sz7tXxaCGqJ1 = mRrvM6XgUypl().unflatten(_rtaj0ZQ0Ij0, dvel49fT6_fT)
oVre8I6UXc3b.OI40a7o14TIm = mRrvM6XgUypl().unflatten(GSurxXmfhMzG, dvel49fT6_fT)
for Sz7tXxaCGqJ1 in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xc1\x8e/\xb2\x93\x8a\x9c\xb3\xb2o#'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + '\144' + '\x65')('\165' + '\x74' + chr(0b1100110) + chr(951 - 906) + chr(56))):
assert c2A0yzQpDQB3(xafqLlk3kkUe(Sz7tXxaCGqJ1, xafqLlk3kkUe(SXOLrMavuUCe(b';\xda\xcc\x02\x8c\xa7\x8c\xb3\xa0\xb3Fp'), chr(100) + chr(101) + chr(0b101001 + 0o72) + '\157' + chr(100) + chr(8942 - 8841))('\x75' + chr(116) + chr(2464 - 2362) + '\x2d' + chr(56)))) == ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + '\062', ord("\x08")), xafqLlk3kkUe(Sz7tXxaCGqJ1, xafqLlk3kkUe(SXOLrMavuUCe(b';\xda\xcc\x02\x8c\xa7\x8c\xb3\xa0\xb3Fp'), chr(8257 - 8157) + chr(3548 - 3447) + chr(0b1100011) + chr(111) + chr(100) + chr(3153 - 3052))(chr(7829 - 7712) + '\x74' + '\x66' + chr(0b1110 + 0o37) + chr(0b1 + 0o67)))
return oVre8I6UXc3b
|
explosion/spaCy
|
examples/training/train_textcat.py
|
load_data
|
def load_data(limit=0, split=0.8):
"""Load data from the IMDB dataset."""
# Partition off part of the train data for evaluation
train_data, _ = thinc.extra.datasets.imdb()
random.shuffle(train_data)
train_data = train_data[-limit:]
texts, labels = zip(*train_data)
cats = [{"POSITIVE": bool(y), "NEGATIVE": not bool(y)} for y in labels]
split = int(len(train_data) * split)
return (texts[:split], cats[:split]), (texts[split:], cats[split:])
|
python
|
def load_data(limit=0, split=0.8):
"""Load data from the IMDB dataset."""
# Partition off part of the train data for evaluation
train_data, _ = thinc.extra.datasets.imdb()
random.shuffle(train_data)
train_data = train_data[-limit:]
texts, labels = zip(*train_data)
cats = [{"POSITIVE": bool(y), "NEGATIVE": not bool(y)} for y in labels]
split = int(len(train_data) * split)
return (texts[:split], cats[:split]), (texts[split:], cats[split:])
|
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] |
Load data from the IMDB dataset.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/examples/training/train_textcat.py#L120-L129
|
train
|
Load data from the IMDB dataset.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b10111 + 0o32) + chr(52), 5606 - 5598), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100010 + 0o17) + '\x31' + chr(855 - 801), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\x31' + chr(1893 - 1842) + chr(0b11100 + 0o26), 47562 - 47554), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(50) + chr(0b100110 + 0o16), 14870 - 14862), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(874 - 824) + chr(0b110000) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(4424 - 4313) + '\x31' + chr(0b100011 + 0o24) + chr(2364 - 2309), 0o10), ehT0Px3KOsy9(chr(394 - 346) + chr(0b110001 + 0o76) + chr(0b10000 + 0o41) + '\065' + '\x32', 0b1000), ehT0Px3KOsy9(chr(1619 - 1571) + chr(111) + '\063' + '\x31' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\062' + chr(0b11110 + 0o24), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1001 + 0o50) + chr(298 - 246) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b100110 + 0o13) + chr(1649 - 1601), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(54) + '\x33', 17185 - 17177), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001 + 0o1) + chr(0b110111) + chr(1374 - 1321), 28100 - 28092), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(52) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + '\x35' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b10101 + 0o36) + chr(0b10111 + 0o31) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(2654 - 2599) + chr(621 - 569), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(2068 - 2018) + chr(0b1100 + 0o45), 30102 - 30094), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\064' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b10111 + 0o31) + chr(0b100100 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x30' + '\x35', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(179 - 129) + chr(0b110101) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\064' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(2029 - 1981) + '\157' + chr(0b110001) + chr(0b111 + 0o56) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2126 - 2075) + chr(0b11001 + 0o30) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9240 - 9129) + chr(51) + chr(1905 - 1854) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + chr(0b101110 + 0o10) + chr(0b11101 + 0o27), 0o10), ehT0Px3KOsy9(chr(48) + chr(2067 - 1956) + '\x31' + '\x36' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + '\062' + '\067' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(2178 - 2130) + '\x6f' + '\062' + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11 + 0o60) + chr(0b110000) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1670 - 1622) + chr(0b111000 + 0o67) + chr(53) + chr(48), 62568 - 62560), ehT0Px3KOsy9(chr(778 - 730) + chr(111) + chr(665 - 614) + '\064' + '\061', 39332 - 39324), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x31' + '\x36', 0b1000), ehT0Px3KOsy9(chr(1685 - 1637) + chr(111) + chr(49) + '\x34' + '\067', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(1036 - 985), 0o10), ehT0Px3KOsy9('\x30' + chr(8424 - 8313) + chr(51) + chr(1116 - 1065) + chr(0b10111 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b11110 + 0o24) + chr(54) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(9305 - 9194) + chr(0b101101 + 0o6) + '\x37' + chr(50), 50055 - 50047), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(0b10110 + 0o35) + chr(0b11000 + 0o37) + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(0b101100 + 0o4), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2'), '\144' + chr(6518 - 6417) + chr(0b1100011) + '\157' + '\x64' + chr(0b10100 + 0o121))(chr(0b1110101) + chr(2607 - 2491) + chr(102) + chr(240 - 195) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LJE_6m8msB6_(j8BaqiKmcR6w=ehT0Px3KOsy9('\x30' + chr(111) + chr(48), ord("\x08")), vsJU7GhuEuh6=0.8):
(sW8AagBcZuuj, VNGQdHSFPrso) = SwPKbmLU8OGG.extra.datasets.imdb()
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff&/\xf2\xe5\x13\x0f'), chr(0b101100 + 0o70) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(1679 - 1578))('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + '\070'))(sW8AagBcZuuj)
sW8AagBcZuuj = sW8AagBcZuuj[-j8BaqiKmcR6w:]
(qEEOZdZZaFyI, uXMK81tmdpTM) = pZ0NK2y6HRbn(*sW8AagBcZuuj)
_IZEDmb5AMbL = [{xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\x01\t\xdd\xd76<\x8d'), '\144' + chr(101) + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b101011 + 0o111) + chr(0b1100110) + chr(0b10011 + 0o32) + '\070'): WbBjf8Y7v9VN(SqiSOtYOqOJH), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2\x0b\x1d\xd5\xd76<\x8d'), chr(0b1101 + 0o127) + chr(5496 - 5395) + chr(99) + '\157' + '\144' + '\145')('\165' + chr(0b100100 + 0o120) + chr(102) + chr(45) + chr(0b111000)): not WbBjf8Y7v9VN(SqiSOtYOqOJH)} for SqiSOtYOqOJH in uXMK81tmdpTM]
vsJU7GhuEuh6 = ehT0Px3KOsy9(c2A0yzQpDQB3(sW8AagBcZuuj) * vsJU7GhuEuh6)
return ((qEEOZdZZaFyI[:vsJU7GhuEuh6], _IZEDmb5AMbL[:vsJU7GhuEuh6]), (qEEOZdZZaFyI[vsJU7GhuEuh6:], _IZEDmb5AMbL[vsJU7GhuEuh6:]))
|
explosion/spaCy
|
spacy/cli/package.py
|
package
|
def package(input_dir, output_dir, meta_path=None, create_meta=False, force=False):
"""
Generate Python package for model data, including meta and required
installation files. A new directory will be created in the specified
output directory, and model data will be copied over. If --create-meta is
set and a meta.json already exists in the output directory, the existing
values will be used as the defaults in the command-line prompt.
"""
msg = Printer()
input_path = util.ensure_path(input_dir)
output_path = util.ensure_path(output_dir)
meta_path = util.ensure_path(meta_path)
if not input_path or not input_path.exists():
msg.fail("Can't locate model data", input_path, exits=1)
if not output_path or not output_path.exists():
msg.fail("Output directory not found", output_path, exits=1)
if meta_path and not meta_path.exists():
msg.fail("Can't find model meta.json", meta_path, exits=1)
meta_path = meta_path or input_path / "meta.json"
if meta_path.is_file():
meta = srsly.read_json(meta_path)
if not create_meta: # only print if user doesn't want to overwrite
msg.good("Loaded meta.json from file", meta_path)
else:
meta = generate_meta(input_dir, meta, msg)
for key in ("lang", "name", "version"):
if key not in meta or meta[key] == "":
msg.fail(
"No '{}' setting found in meta.json".format(key),
"This setting is required to build your package.",
exits=1,
)
model_name = meta["lang"] + "_" + meta["name"]
model_name_v = model_name + "-" + meta["version"]
main_path = output_path / model_name_v
package_path = main_path / model_name
if package_path.exists():
if force:
shutil.rmtree(path2str(package_path))
else:
msg.fail(
"Package directory already exists",
"Please delete the directory and try again, or use the "
"`--force` flag to overwrite existing "
"directories.".format(path=path2str(package_path)),
exits=1,
)
Path.mkdir(package_path, parents=True)
shutil.copytree(path2str(input_path), path2str(package_path / model_name_v))
create_file(main_path / "meta.json", srsly.json_dumps(meta, indent=2))
create_file(main_path / "setup.py", TEMPLATE_SETUP)
create_file(main_path / "MANIFEST.in", TEMPLATE_MANIFEST)
create_file(package_path / "__init__.py", TEMPLATE_INIT)
msg.good("Successfully created package '{}'".format(model_name_v), main_path)
msg.text("To build the package, run `python setup.py sdist` in this directory.")
|
python
|
def package(input_dir, output_dir, meta_path=None, create_meta=False, force=False):
"""
Generate Python package for model data, including meta and required
installation files. A new directory will be created in the specified
output directory, and model data will be copied over. If --create-meta is
set and a meta.json already exists in the output directory, the existing
values will be used as the defaults in the command-line prompt.
"""
msg = Printer()
input_path = util.ensure_path(input_dir)
output_path = util.ensure_path(output_dir)
meta_path = util.ensure_path(meta_path)
if not input_path or not input_path.exists():
msg.fail("Can't locate model data", input_path, exits=1)
if not output_path or not output_path.exists():
msg.fail("Output directory not found", output_path, exits=1)
if meta_path and not meta_path.exists():
msg.fail("Can't find model meta.json", meta_path, exits=1)
meta_path = meta_path or input_path / "meta.json"
if meta_path.is_file():
meta = srsly.read_json(meta_path)
if not create_meta: # only print if user doesn't want to overwrite
msg.good("Loaded meta.json from file", meta_path)
else:
meta = generate_meta(input_dir, meta, msg)
for key in ("lang", "name", "version"):
if key not in meta or meta[key] == "":
msg.fail(
"No '{}' setting found in meta.json".format(key),
"This setting is required to build your package.",
exits=1,
)
model_name = meta["lang"] + "_" + meta["name"]
model_name_v = model_name + "-" + meta["version"]
main_path = output_path / model_name_v
package_path = main_path / model_name
if package_path.exists():
if force:
shutil.rmtree(path2str(package_path))
else:
msg.fail(
"Package directory already exists",
"Please delete the directory and try again, or use the "
"`--force` flag to overwrite existing "
"directories.".format(path=path2str(package_path)),
exits=1,
)
Path.mkdir(package_path, parents=True)
shutil.copytree(path2str(input_path), path2str(package_path / model_name_v))
create_file(main_path / "meta.json", srsly.json_dumps(meta, indent=2))
create_file(main_path / "setup.py", TEMPLATE_SETUP)
create_file(main_path / "MANIFEST.in", TEMPLATE_MANIFEST)
create_file(package_path / "__init__.py", TEMPLATE_INIT)
msg.good("Successfully created package '{}'".format(model_name_v), main_path)
msg.text("To build the package, run `python setup.py sdist` in this directory.")
|
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"package_path",
".",
"exists",
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")",
":",
"if",
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"shutil",
".",
"rmtree",
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"path2str",
"(",
"package_path",
")",
")",
"else",
":",
"msg",
".",
"fail",
"(",
"\"Package directory already exists\"",
",",
"\"Please delete the directory and try again, or use the \"",
"\"`--force` flag to overwrite existing \"",
"\"directories.\"",
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",",
"TEMPLATE_INIT",
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"(",
"\"To build the package, run `python setup.py sdist` in this directory.\"",
")"
] |
Generate Python package for model data, including meta and required
installation files. A new directory will be created in the specified
output directory, and model data will be copied over. If --create-meta is
set and a meta.json already exists in the output directory, the existing
values will be used as the defaults in the command-line prompt.
|
[
"Generate",
"Python",
"package",
"for",
"model",
"data",
"including",
"meta",
"and",
"required",
"installation",
"files",
".",
"A",
"new",
"directory",
"will",
"be",
"created",
"in",
"the",
"specified",
"output",
"directory",
"and",
"model",
"data",
"will",
"be",
"copied",
"over",
".",
"If",
"--",
"create",
"-",
"meta",
"is",
"set",
"and",
"a",
"meta",
".",
"json",
"already",
"exists",
"in",
"the",
"output",
"directory",
"the",
"existing",
"values",
"will",
"be",
"used",
"as",
"the",
"defaults",
"in",
"the",
"command",
"-",
"line",
"prompt",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/package.py#L22-L78
|
train
|
Generate a Python package for the specified input directory and output directory.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b110100) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(2152 - 2104) + '\157' + chr(339 - 288) + chr(52) + chr(0b1011 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\066' + chr(0b10111 + 0o31), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5409 - 5298) + '\x33' + chr(52) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100101 + 0o112) + chr(0b110100) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(8670 - 8559) + chr(0b110001) + chr(2451 - 2401), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\066' + '\067', 38006 - 37998), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(1145 - 1091) + '\x33', 16939 - 16931), ehT0Px3KOsy9('\x30' + chr(111) + chr(655 - 604) + chr(55) + chr(2152 - 2099), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(3750 - 3639) + chr(0b1 + 0o62) + chr(0b110010) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1282 - 1234) + chr(0b1101111) + '\x33' + chr(829 - 781) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + '\061' + chr(0b11101 + 0o23) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(1179 - 1130) + chr(1731 - 1681) + chr(0b11100 + 0o33), 0b1000), ehT0Px3KOsy9(chr(591 - 543) + chr(111) + '\061', 20276 - 20268), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\067' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + '\x33' + chr(1269 - 1214) + chr(54), 4235 - 4227), ehT0Px3KOsy9(chr(1018 - 970) + chr(0b110101 + 0o72) + chr(0b110011) + chr(48) + chr(0b11 + 0o55), 8), ehT0Px3KOsy9('\060' + chr(5555 - 5444) + chr(50) + '\x36' + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11110 + 0o25) + chr(0b101100 + 0o12) + chr(2596 - 2542), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(441 - 392) + '\x37' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(2537 - 2485), 24756 - 24748), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(48) + '\064', 0o10), ehT0Px3KOsy9(chr(1195 - 1147) + chr(111) + '\x36' + chr(1060 - 1005), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b100111 + 0o110) + '\x32' + chr(0b110111) + chr(0b1101 + 0o51), 60212 - 60204), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b11011 + 0o32) + chr(0b110110), 48964 - 48956), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(49) + chr(634 - 581) + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(1328 - 1274) + chr(0b101110 + 0o10), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + chr(0b100000 + 0o22), 54353 - 54345), ehT0Px3KOsy9('\x30' + chr(8529 - 8418) + '\062' + '\x32' + chr(0b101101 + 0o10), 7897 - 7889), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\062' + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6320 - 6209) + '\x33' + '\x30', 0b1000), ehT0Px3KOsy9(chr(1389 - 1341) + chr(7081 - 6970) + chr(0b101000 + 0o11) + chr(0b110100) + chr(48), 7536 - 7528), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(663 - 608) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101100 + 0o6) + '\064' + chr(0b100010 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(0b10101 + 0o40) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(0b110010) + chr(1090 - 1041) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(1710 - 1656) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(50) + '\066' + chr(244 - 196), 0b1000), ehT0Px3KOsy9('\060' + chr(8432 - 8321) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(10756 - 10645) + chr(0b10111 + 0o34) + chr(0b110010 + 0o5) + chr(51), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'K'), '\144' + chr(9918 - 9817) + '\x63' + chr(0b1101111) + chr(0b100001 + 0o103) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b101100 + 0o72) + chr(0b100000 + 0o15) + chr(2735 - 2679)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WposWUfRseFp(wZfF7tjQl8WS, nd0OX_BS6_o4, EnlLcM0uvHG1=None, m7l2lqmESV9u=ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11 + 0o55), 0o10), oUXpZkWkSgMi=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\060', 8)):
jtbovtaIYjRB = ftrV7WYaG58O()
f4VmsQ86qYDJ = eb2I7aEma6r5.ensure_path(wZfF7tjQl8WS)
pybif4rGbt58 = eb2I7aEma6r5.ensure_path(nd0OX_BS6_o4)
EnlLcM0uvHG1 = eb2I7aEma6r5.ensure_path(EnlLcM0uvHG1)
if not f4VmsQ86qYDJ or not xafqLlk3kkUe(f4VmsQ86qYDJ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x9e\x99\x90Uy'), '\x64' + chr(1648 - 1547) + chr(0b1100011) + '\157' + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + '\146' + '\x2d' + chr(56)))():
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x87\x99\x8f'), '\144' + chr(101) + chr(0b1011000 + 0o13) + chr(0b1101111) + '\x64' + '\x65')(chr(9591 - 9474) + chr(116) + '\146' + '\x2d' + chr(0b100011 + 0o25)))(xafqLlk3kkUe(SXOLrMavuUCe(b'&\x87\x9e\xc4U*\x9b\x1c\x9e\xb4\xb4$wl\x11\x9a\xa5\xd9\xd6\x18e0V'), '\144' + chr(0b11100 + 0o111) + '\143' + chr(0b1000000 + 0o57) + chr(0b1100100) + chr(0b1100101))(chr(0b1111 + 0o146) + chr(5222 - 5106) + chr(0b111000 + 0o56) + chr(45) + chr(56)), f4VmsQ86qYDJ, exits=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49), 8))
if not pybif4rGbt58 or not xafqLlk3kkUe(pybif4rGbt58, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x9e\x99\x90Uy'), '\144' + chr(1937 - 1836) + chr(0b1100011) + chr(3932 - 3821) + chr(100) + chr(7517 - 7416))('\x75' + chr(116) + chr(6165 - 6063) + chr(45) + '\x38'))():
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x87\x99\x8f'), '\144' + '\x65' + chr(3614 - 3515) + chr(111) + chr(0b1010010 + 0o22) + chr(101))('\x75' + '\164' + '\x66' + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'*\x93\x84\x93T~\xd7\x17\x94\xa7\xa5"#n\x0c\x87\xe0\xdb\x99\x08$"X\xcb\x00\n'), chr(0b1100100) + chr(101) + '\x63' + '\157' + chr(100) + '\145')(chr(0b111011 + 0o72) + chr(12392 - 12276) + chr(102) + chr(1251 - 1206) + chr(56)), pybif4rGbt58, exits=ehT0Px3KOsy9('\060' + '\x6f' + '\061', 8))
if EnlLcM0uvHG1 and (not xafqLlk3kkUe(EnlLcM0uvHG1, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x9e\x99\x90Uy'), chr(100) + chr(0b1100101) + '\x63' + chr(0b11000 + 0o127) + '\144' + chr(0b1100101))(chr(9267 - 9150) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b11010 + 0o36)))()):
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x87\x99\x8f'), chr(0b1100100) + chr(0b1100101) + chr(0b1100000 + 0o3) + chr(111) + '\x64' + '\145')(chr(11673 - 11556) + chr(116) + '\146' + chr(0b10000 + 0o35) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'&\x87\x9e\xc4U*\x91\x1a\x93\xb1\xe0,8e\x1b\x92\xe0\xd8\x93\x08ej]\xcd\x01\x00'), '\144' + '\x65' + '\x63' + '\x6f' + chr(100) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + chr(564 - 519) + chr(1470 - 1414)), EnlLcM0uvHG1, exits=ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(2166 - 2117), 8))
EnlLcM0uvHG1 = EnlLcM0uvHG1 or f4VmsQ86qYDJ / xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x83\x84\x82\x0f`\x84\x1c\x93'), chr(6223 - 6123) + chr(0b110011 + 0o62) + chr(0b1100011) + chr(2335 - 2224) + '\x64' + chr(0b1100101))(chr(117) + chr(0b11110 + 0o126) + '\146' + chr(631 - 586) + '\x38')
if xafqLlk3kkUe(EnlLcM0uvHG1, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c\x95\xaf\x85Hf\x92'), chr(0b110010 + 0o62) + '\x65' + chr(9271 - 9172) + '\157' + chr(0b1100100) + chr(0b1100101))('\165' + '\164' + '\146' + chr(45) + '\070'))():
Ddxy_ihdYXS3 = ofUnO0upCeVG.read_json(EnlLcM0uvHG1)
if not m7l2lqmESV9u:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\x89\x9f\x87'), '\144' + '\145' + '\143' + chr(0b1011001 + 0o26) + '\x64' + chr(9434 - 9333))('\165' + chr(116) + chr(0b1000000 + 0o46) + chr(0b10001 + 0o34) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b')\x89\x91\x87Dn\xd7\x1e\x98\xa1\xa1o=r\x11\x90\xe0\xd3\x84\x13idQ\xd7\x02\x0b'), chr(0b1100100) + '\x65' + '\143' + chr(8409 - 8298) + '\144' + chr(0b1001011 + 0o32))(chr(0b1110101) + chr(266 - 150) + chr(0b1100110) + chr(0b101101) + chr(777 - 721)), EnlLcM0uvHG1)
else:
Ddxy_ihdYXS3 = Al7KABeQVjFd(wZfF7tjQl8WS, Ddxy_ihdYXS3, jtbovtaIYjRB)
for K3J4ZwSlE0sT in (xafqLlk3kkUe(SXOLrMavuUCe(b'\t\x87\x9e\x84'), chr(7491 - 7391) + chr(0b11000 + 0o115) + '\143' + chr(9332 - 9221) + '\144' + '\x65')(chr(1579 - 1462) + chr(0b1110100) + '\146' + chr(0b101101) + chr(1239 - 1183)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\x87\x9d\x86'), chr(5812 - 5712) + chr(0b101 + 0o140) + chr(99) + '\x6f' + chr(0b1010 + 0o132) + chr(101))(chr(0b1000100 + 0o61) + chr(12725 - 12609) + chr(9378 - 9276) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\x83\x82\x90He\x99'), chr(0b1100100) + '\145' + chr(5678 - 5579) + chr(0b10 + 0o155) + chr(100) + chr(0b100110 + 0o77))('\165' + chr(0b1110100) + chr(0b100011 + 0o103) + chr(0b110 + 0o47) + chr(0b101 + 0o63))):
if K3J4ZwSlE0sT not in Ddxy_ihdYXS3 or Ddxy_ihdYXS3[K3J4ZwSlE0sT] == xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + '\x65' + '\x63' + '\x6f' + chr(100) + '\x65')(chr(0b110110 + 0o77) + chr(0b110111 + 0o75) + chr(0b110000 + 0o66) + chr(124 - 79) + chr(56)):
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x87\x99\x8f'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + chr(101))('\165' + chr(0b110111 + 0o75) + chr(10234 - 10132) + chr(1699 - 1654) + chr(56)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'+\x89\xd0\xc4Zw\xd0S\x8e\xb0\xb45>o\x19\xde\xa6\xda\x83\x12`d^\xd0N\x03\x93F\xf4\xabr\x13\x93\xc8'), '\144' + '\145' + '\143' + chr(111) + chr(0b0 + 0o144) + chr(0b1100101))(chr(0b1000000 + 0o65) + chr(8276 - 8160) + chr(10221 - 10119) + chr(0b10101 + 0o30) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x89\x82\x8e@~'), chr(0b1100100) + chr(101) + chr(99) + '\157' + chr(0b1100100) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100011 + 0o3) + chr(0b101101) + chr(743 - 687)))(K3J4ZwSlE0sT), xafqLlk3kkUe(SXOLrMavuUCe(b'1\x8e\x99\x90\x01y\x92\x07\x89\xbc\xae&wh\r\xde\xb2\xd0\x87\tm6R\xdaN\x1a\x99\x12\xf7\xf0q\x0c\x98\x86T\xe6\xc4\xc2!\x8b\x04\x85\x9b\x82Fo\xd9'), chr(0b1100100) + '\145' + '\143' + '\x6f' + chr(0b10101 + 0o117) + chr(101))(chr(8814 - 8697) + '\x74' + '\146' + chr(0b101101) + '\070'), exits=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 8))
yJFe33rl9i_r = Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\t\x87\x9e\x84'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + '\x64' + chr(5255 - 5154))('\165' + '\164' + chr(102) + chr(45) + chr(56))] + xafqLlk3kkUe(SXOLrMavuUCe(b':'), '\144' + chr(0b10010 + 0o123) + chr(0b111010 + 0o51) + chr(8063 - 7952) + chr(100) + '\145')('\165' + chr(0b111100 + 0o70) + chr(7945 - 7843) + '\x2d' + '\x38') + Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\x87\x9d\x86'), '\x64' + chr(101) + chr(0b1100011) + chr(5357 - 5246) + chr(6507 - 6407) + chr(101))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(56))]
FYtyo68SZTid = yJFe33rl9i_r + xafqLlk3kkUe(SXOLrMavuUCe(b'H'), '\144' + '\x65' + '\143' + '\x6f' + '\x64' + chr(101))('\165' + '\x74' + '\x66' + chr(0b100000 + 0o15) + chr(0b1111 + 0o51)) + Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\x83\x82\x90He\x99'), chr(4411 - 4311) + chr(101) + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(0b110110 + 0o77) + '\x74' + chr(102) + chr(941 - 896) + '\x38')]
FCDhGe6ssXmB = pybif4rGbt58 / FYtyo68SZTid
rQwUPrBEAkE0 = FCDhGe6ssXmB / yJFe33rl9i_r
if xafqLlk3kkUe(rQwUPrBEAkE0, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x9e\x99\x90Uy'), chr(0b1100100) + chr(5884 - 5783) + chr(3397 - 3298) + chr(0b1101111) + chr(0b10111 + 0o115) + chr(0b1100101))(chr(12128 - 12011) + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))():
if oUXpZkWkSgMi:
xafqLlk3kkUe(DSLq_IS6e6IX, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\x8b\x84\x91Do'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + chr(101))('\165' + chr(6655 - 6539) + '\x66' + chr(0b100111 + 0o6) + chr(662 - 606)))(wSXxHgU2K_gp(rQwUPrBEAkE0))
else:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x87\x99\x8f'), '\x64' + chr(0b111111 + 0o46) + chr(99) + chr(0b100 + 0o153) + chr(0b1100100) + '\145')(chr(0b1010 + 0o153) + '\x74' + '\146' + chr(0b101101) + chr(0b110000 + 0o10)))(xafqLlk3kkUe(SXOLrMavuUCe(b'5\x87\x93\x88@m\x92S\x99\xbc\xb2$4u\x11\x8c\xb9\x95\x97\x10v!V\xda\x17N\x93J\xfc\xf6l\x13'), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(116) + '\x66' + '\055' + '\070'), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'5\x8a\x95\x82Ro\xd7\x17\x98\xb9\xa552!\n\x96\xa5\x95\x92\x15v!T\xca\x01\x1c\x8f\x12\xf4\xeb|@\x88\xd4T\xa9\xd0\xd7`\x92\x0b\xca\xd0\x8cS*\x82\x00\x98\xf5\xb4)2!\x1e\xd3\xed\xd3\x99\x0eg!W\x9e\x08\x02\x97U\xb5\xf1w@\x93\xd0H\xfb\xc6\xc2h\x8f\x00\xc6\x95\x9bHy\x83\x1a\x93\xb2\xe0%>s\x1b\x9d\xb4\xda\x84\x15a7\x19'), '\x64' + chr(101) + chr(99) + '\157' + chr(0b1000001 + 0o43) + '\x65')('\x75' + chr(116) + chr(0b110111 + 0o57) + chr(0b11011 + 0o22) + chr(0b10011 + 0o45)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x89\x82\x8e@~'), '\x64' + chr(0b11101 + 0o110) + chr(0b1000001 + 0o42) + '\x6f' + chr(0b1000 + 0o134) + chr(6943 - 6842))(chr(0b1110101) + chr(116) + '\x66' + chr(1162 - 1117) + '\070'))(path=wSXxHgU2K_gp(rQwUPrBEAkE0)), exits=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49), 8))
xafqLlk3kkUe(HiPOQr0Cdorg, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x8d\x94\x8aS'), '\x64' + '\x65' + chr(99) + '\x6f' + chr(0b1001011 + 0o31) + chr(466 - 365))(chr(0b1101100 + 0o11) + chr(0b100110 + 0o116) + chr(102) + '\x2d' + '\070'))(rQwUPrBEAkE0, parents=ehT0Px3KOsy9('\060' + '\157' + chr(0b101001 + 0o10), 8))
xafqLlk3kkUe(DSLq_IS6e6IX, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\x89\x80\x9aUx\x92\x16'), chr(100) + '\x65' + chr(4273 - 4174) + chr(0b111101 + 0o62) + chr(100) + chr(0b101100 + 0o71))('\x75' + chr(0b10001 + 0o143) + '\146' + chr(1198 - 1153) + chr(0b100111 + 0o21)))(wSXxHgU2K_gp(f4VmsQ86qYDJ), wSXxHgU2K_gp(rQwUPrBEAkE0 / FYtyo68SZTid))
SzSL2FOMLuY0(FCDhGe6ssXmB / xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x83\x84\x82\x0f`\x84\x1c\x93'), chr(0b1100100) + '\x65' + chr(2032 - 1933) + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(0b10001 + 0o47)), xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\x95\x9f\x8d~n\x82\x1e\x8d\xa6'), chr(100) + chr(6068 - 5967) + chr(9154 - 9055) + chr(0b111001 + 0o66) + chr(0b1000111 + 0o35) + '\x65')(chr(649 - 532) + '\x74' + '\x66' + '\055' + chr(0b111000)))(Ddxy_ihdYXS3, indent=ehT0Px3KOsy9('\060' + '\157' + '\062', ord("\x08"))))
SzSL2FOMLuY0(FCDhGe6ssXmB / xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x83\x84\x96Q$\x87\n'), chr(0b1010 + 0o132) + chr(0b1100101) + chr(2747 - 2648) + '\157' + chr(0b1100100) + chr(4427 - 4326))('\165' + chr(116) + chr(0b11 + 0o143) + chr(1415 - 1370) + '\070'), Pt8Exh_Q5HGT)
SzSL2FOMLuY0(FCDhGe6ssXmB / xafqLlk3kkUe(SXOLrMavuUCe(b"(\xa7\xbe\xaagO\xa4'\xd3\xbc\xae"), chr(6531 - 6431) + '\145' + chr(0b1100011) + chr(0b100010 + 0o115) + '\144' + chr(332 - 231))(chr(4739 - 4622) + chr(0b1110100) + chr(0b101111 + 0o67) + '\055' + chr(0b100000 + 0o30)), Byv0q_dUJyDv)
SzSL2FOMLuY0(rQwUPrBEAkE0 / xafqLlk3kkUe(SXOLrMavuUCe(b':\xb9\x99\x8dH~\xa8,\xd3\xa5\xb9'), chr(0b1100100) + chr(5901 - 5800) + chr(4238 - 4139) + chr(111) + chr(100) + chr(8425 - 8324))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\x2d' + '\070'), q_Es2fsKOgcQ)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\x89\x9f\x87'), '\x64' + '\x65' + chr(0b111011 + 0o50) + '\x6f' + chr(100) + chr(0b100000 + 0o105))('\x75' + '\x74' + chr(0b100100 + 0o102) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'6\x93\x93\x80Dy\x84\x15\x88\xb9\xac8wb\x0c\x9b\xa1\xc1\x93\x18$4V\xdd\x05\x0f\x91W\xb5\xa2c\x1d\xdb'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1011001 + 0o33) + chr(0b110011 + 0o63) + chr(45) + chr(2113 - 2057)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x89\x82\x8e@~'), '\144' + chr(101) + chr(0b1100011) + chr(4740 - 4629) + chr(9248 - 9148) + chr(0b1000001 + 0o44))('\165' + chr(0b1011110 + 0o26) + chr(102) + chr(0b101101) + '\070'))(FYtyo68SZTid), FCDhGe6ssXmB)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'$\x8e\xc1\x91hd\x81\x14\xc9\xed\x88#'), chr(0b1100100) + '\145' + chr(99) + chr(0b11011 + 0o124) + chr(0b1100100) + chr(0b1100100 + 0o1))(chr(0b10111 + 0o136) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'1\x89\xd0\x81Tc\x9b\x17\xdd\xa1\xa8$wq\x1f\x9d\xab\xd4\x91\x19(dE\xcb\x00N\x96B\xec\xf1p\x0f\x92\x86^\xec\xc5\xc5q\xd5\x15\x9f\xd0\x90Ec\x84\x07\x9d\xf5\xa9/wu\x16\x97\xb3\x95\x92\x15v!T\xca\x01\x1c\x8f\x1c'), '\144' + chr(101) + chr(0b1010101 + 0o16) + chr(0b100 + 0o153) + '\144' + chr(0b1100101))('\x75' + chr(0b1010111 + 0o35) + chr(0b110010 + 0o64) + '\x2d' + '\070'))
|
explosion/spaCy
|
spacy/lang/fr/lemmatizer/lemmatizer.py
|
FrenchLemmatizer.is_base_form
|
def is_base_form(self, univ_pos, morphology=None):
"""
Check whether we're dealing with an uninflected paradigm, so we can
avoid lemmatization entirely.
"""
morphology = {} if morphology is None else morphology
others = [key for key in morphology
if key not in (POS, 'Number', 'POS', 'VerbForm', 'Tense')]
if univ_pos == 'noun' and morphology.get('Number') == 'sing':
return True
elif univ_pos == 'verb' and morphology.get('VerbForm') == 'inf':
return True
# This maps 'VBP' to base form -- probably just need 'IS_BASE'
# morphology
elif univ_pos == 'verb' and (morphology.get('VerbForm') == 'fin' and
morphology.get('Tense') == 'pres' and
morphology.get('Number') is None and
not others):
return True
elif univ_pos == 'adj' and morphology.get('Degree') == 'pos':
return True
elif VerbForm_inf in morphology:
return True
elif VerbForm_none in morphology:
return True
elif Number_sing in morphology:
return True
elif Degree_pos in morphology:
return True
else:
return False
|
python
|
def is_base_form(self, univ_pos, morphology=None):
"""
Check whether we're dealing with an uninflected paradigm, so we can
avoid lemmatization entirely.
"""
morphology = {} if morphology is None else morphology
others = [key for key in morphology
if key not in (POS, 'Number', 'POS', 'VerbForm', 'Tense')]
if univ_pos == 'noun' and morphology.get('Number') == 'sing':
return True
elif univ_pos == 'verb' and morphology.get('VerbForm') == 'inf':
return True
# This maps 'VBP' to base form -- probably just need 'IS_BASE'
# morphology
elif univ_pos == 'verb' and (morphology.get('VerbForm') == 'fin' and
morphology.get('Tense') == 'pres' and
morphology.get('Number') is None and
not others):
return True
elif univ_pos == 'adj' and morphology.get('Degree') == 'pos':
return True
elif VerbForm_inf in morphology:
return True
elif VerbForm_none in morphology:
return True
elif Number_sing in morphology:
return True
elif Degree_pos in morphology:
return True
else:
return False
|
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"elif",
"Degree_pos",
"in",
"morphology",
":",
"return",
"True",
"else",
":",
"return",
"False"
] |
Check whether we're dealing with an uninflected paradigm, so we can
avoid lemmatization entirely.
|
[
"Check",
"whether",
"we",
"re",
"dealing",
"with",
"an",
"uninflected",
"paradigm",
"so",
"we",
"can",
"avoid",
"lemmatization",
"entirely",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/lang/fr/lemmatizer/lemmatizer.py#L63-L93
|
train
|
Check whether we re dealing with a base form.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(1164 - 1115) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + chr(50) + chr(1877 - 1826) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\064' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(1692 - 1581) + chr(0b100101 + 0o15) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(5350 - 5239) + '\062' + chr(0b110101) + '\x32', 18759 - 18751), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1487 - 1439) + '\x6f' + chr(2474 - 2424) + '\x33' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + '\062' + '\066' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(1018 - 967) + chr(2162 - 2107) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(1488 - 1439) + chr(2403 - 2350) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5102 - 4991) + '\063' + '\x31' + chr(1611 - 1561), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110101) + chr(1914 - 1860), 54594 - 54586), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\067' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\066' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b1010 + 0o47) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9091 - 8980) + chr(0b110101) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b1111 + 0o45) + chr(53), 5867 - 5859), ehT0Px3KOsy9(chr(144 - 96) + chr(111) + chr(0b110010 + 0o1) + chr(52) + chr(2118 - 2068), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10683 - 10572) + chr(0b100100 + 0o17) + chr(1729 - 1679) + '\067', 38233 - 38225), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + '\063' + '\067' + chr(0b10001 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + '\x33' + '\x32' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7985 - 7874) + '\062' + '\067' + chr(360 - 305), 64117 - 64109), ehT0Px3KOsy9(chr(787 - 739) + chr(111) + '\063' + chr(0b10110 + 0o32) + chr(52), 3196 - 3188), ehT0Px3KOsy9(chr(1614 - 1566) + chr(111) + chr(51), 0o10), ehT0Px3KOsy9(chr(1615 - 1567) + chr(111) + '\x31' + '\067' + chr(0b101000 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x33' + chr(611 - 559), 39726 - 39718), ehT0Px3KOsy9(chr(48) + '\157' + chr(1428 - 1378) + '\x36' + '\067', 64148 - 64140), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(8004 - 7893) + chr(0b11011 + 0o26) + chr(50) + chr(0b1010 + 0o54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10010 + 0o37) + '\x31' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(897 - 849) + chr(111) + chr(0b110001) + chr(1375 - 1326) + chr(0b10101 + 0o42), 0o10), ehT0Px3KOsy9(chr(112 - 64) + chr(0b1101111) + '\x37' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + chr(50) + chr(0b1111 + 0o45) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1973 - 1925) + chr(0b1101111) + chr(0b110110) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\065' + chr(1948 - 1899), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2152 - 2102) + chr(0b101101 + 0o5) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1897 - 1846) + chr(55) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(190 - 141) + chr(1006 - 958) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1735 - 1686) + chr(0b110100) + chr(2371 - 2320), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b11010 + 0o27) + '\x34', 38343 - 38335), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(50) + '\x31' + chr(1555 - 1503), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(9389 - 9278) + '\065' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), chr(6418 - 6318) + chr(101) + '\143' + chr(0b0 + 0o157) + '\144' + chr(101))('\165' + chr(116) + chr(6947 - 6845) + chr(1336 - 1291) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tgGi3vhmxqeA(oVre8I6UXc3b, riV5QUx4rBUJ, CHDl6Fr8D1fy=None):
CHDl6Fr8D1fy = {} if CHDl6Fr8D1fy is None else CHDl6Fr8D1fy
mgRG23A_LfH9 = [K3J4ZwSlE0sT for K3J4ZwSlE0sT in CHDl6Fr8D1fy if K3J4ZwSlE0sT not in (SJyVMVcQHCcJ, xafqLlk3kkUe(SXOLrMavuUCe(b'G\xee\xceu\xcfC'), chr(100) + chr(0b1100101) + '\x63' + chr(0b11101 + 0o122) + chr(100) + chr(0b1000011 + 0o42))(chr(0b111101 + 0o70) + chr(2211 - 2095) + chr(0b1110 + 0o130) + chr(0b11000 + 0o25) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xd4\xf0'), '\144' + chr(101) + chr(0b1100011) + chr(540 - 429) + chr(8878 - 8778) + chr(101))(chr(0b1110101) + chr(0b10011 + 0o141) + chr(0b1100110) + chr(0b0 + 0o55) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'_\xfe\xd1u\xec^\xeb\xd9'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1000111 + 0o50) + '\144' + '\145')(chr(8782 - 8665) + chr(11519 - 11403) + chr(0b1100001 + 0o5) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b']\xfe\xcdd\xcf'), '\144' + chr(101) + chr(99) + chr(0b110100 + 0o73) + chr(3212 - 3112) + '\x65')(chr(0b101011 + 0o112) + chr(116) + chr(0b1100110) + '\x2d' + '\070'))]
if riV5QUx4rBUJ == xafqLlk3kkUe(SXOLrMavuUCe(b'g\xf4\xd6y'), '\144' + chr(0b1011101 + 0o10) + chr(0b1100011) + chr(0b110100 + 0o73) + chr(592 - 492) + chr(101))(chr(0b10000 + 0o145) + chr(11112 - 10996) + chr(102) + chr(45) + chr(0b111000)) and xafqLlk3kkUe(CHDl6Fr8D1fy, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xfe\xd7'), chr(2280 - 2180) + chr(0b1100101) + chr(99) + chr(0b1101101 + 0o2) + chr(0b11101 + 0o107) + chr(0b110011 + 0o62))('\165' + '\164' + chr(0b1100110) + chr(1266 - 1221) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'G\xee\xceu\xcfC'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(7604 - 7504) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + chr(538 - 493) + chr(0b10101 + 0o43))) == xafqLlk3kkUe(SXOLrMavuUCe(b'z\xf2\xcdp'), chr(0b10101 + 0o117) + chr(6588 - 6487) + chr(0b1100011) + '\x6f' + chr(0b1110 + 0o126) + chr(0b1100101))(chr(117) + '\164' + '\x66' + chr(45) + chr(0b10000 + 0o50)):
return ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001), ord("\x08"))
elif riV5QUx4rBUJ == xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xfe\xd1u'), chr(0b1100100) + chr(101) + chr(0b1100011 + 0o0) + chr(293 - 182) + chr(100) + chr(0b1100101))(chr(117) + '\x74' + chr(6883 - 6781) + chr(0b101101) + '\x38') and xafqLlk3kkUe(CHDl6Fr8D1fy, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xfe\xd7'), chr(5040 - 4940) + chr(101) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(116) + '\x66' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'_\xfe\xd1u\xec^\xeb\xd9'), chr(0b100111 + 0o75) + chr(0b1100100 + 0o1) + '\143' + '\x6f' + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1101001 + 0o13) + chr(0b1001001 + 0o35) + '\055' + chr(0b11101 + 0o33))) == xafqLlk3kkUe(SXOLrMavuUCe(b'`\xf5\xc5'), chr(100) + chr(101) + chr(5042 - 4943) + chr(0b1010011 + 0o34) + chr(0b1011111 + 0o5) + '\145')(chr(6656 - 6539) + chr(116) + chr(102) + '\055' + '\070'):
return ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(6325 - 6214) + '\x31', 8)
elif riV5QUx4rBUJ == xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xfe\xd1u'), '\144' + '\145' + chr(1614 - 1515) + chr(0b100 + 0o153) + chr(2693 - 2593) + chr(0b11100 + 0o111))(chr(0b1110101) + chr(116) + chr(6760 - 6658) + chr(0b1011 + 0o42) + chr(0b111000)) and (xafqLlk3kkUe(CHDl6Fr8D1fy, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xfe\xd7'), chr(0b1100100) + chr(0b1100101) + chr(316 - 217) + chr(765 - 654) + '\x64' + chr(5738 - 5637))(chr(117) + '\x74' + chr(0b1100110) + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'_\xfe\xd1u\xec^\xeb\xd9'), chr(0b1100100) + chr(1150 - 1049) + '\143' + '\157' + chr(100) + chr(4753 - 4652))('\x75' + chr(0b1010 + 0o152) + chr(0b11001 + 0o115) + '\x2d' + '\x38')) == xafqLlk3kkUe(SXOLrMavuUCe(b'o\xf2\xcd'), chr(0b1100100) + chr(0b1010100 + 0o21) + chr(0b1100 + 0o127) + chr(0b1101111) + chr(0b101011 + 0o71) + '\x65')('\165' + chr(116) + chr(102) + '\x2d' + chr(56)) and xafqLlk3kkUe(CHDl6Fr8D1fy, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xfe\xd7'), chr(0b1100100) + chr(101) + chr(0b1 + 0o142) + chr(662 - 551) + chr(0b1100100) + '\x65')('\165' + chr(116) + chr(4484 - 4382) + chr(0b101101) + chr(1160 - 1104)))(xafqLlk3kkUe(SXOLrMavuUCe(b']\xfe\xcdd\xcf'), chr(0b1100100) + '\145' + '\x63' + '\x6f' + chr(100) + chr(101))(chr(11301 - 11184) + '\164' + chr(0b1001 + 0o135) + '\055' + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'y\xe9\xc6d'), chr(0b1100100) + chr(0b101011 + 0o72) + chr(0b1100011) + '\x6f' + '\x64' + '\145')(chr(117) + '\x74' + chr(102) + '\x2d' + chr(56)) and (xafqLlk3kkUe(CHDl6Fr8D1fy, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xfe\xd7'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b1100 + 0o130) + '\x65')(chr(0b1110101) + '\x74' + '\x66' + chr(0b10000 + 0o35) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'G\xee\xceu\xcfC'), '\x64' + chr(0b11110 + 0o107) + chr(4622 - 4523) + chr(0b1101111) + '\x64' + '\145')(chr(0b1110101) + chr(116) + '\x66' + '\055' + '\x38')) is None) and (not mgRG23A_LfH9)):
return ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061', 8)
elif riV5QUx4rBUJ == xafqLlk3kkUe(SXOLrMavuUCe(b'h\xff\xc9'), chr(0b1100100) + chr(101) + chr(3495 - 3396) + '\x6f' + chr(100) + chr(8279 - 8178))('\165' + chr(2224 - 2108) + chr(0b11111 + 0o107) + chr(0b101101) + chr(56)) and xafqLlk3kkUe(CHDl6Fr8D1fy, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xfe\xd7'), chr(3362 - 3262) + chr(0b101111 + 0o66) + chr(99) + chr(7042 - 6931) + '\x64' + chr(0b1100101))(chr(7012 - 6895) + '\x74' + '\146' + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'M\xfe\xc4e\xcfT'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(4795 - 4694))(chr(0b1001000 + 0o55) + '\164' + chr(6921 - 6819) + chr(555 - 510) + chr(0b0 + 0o70))) == xafqLlk3kkUe(SXOLrMavuUCe(b'y\xf4\xd0'), chr(0b1100100) + chr(0b11110 + 0o107) + chr(0b101000 + 0o73) + chr(111) + '\144' + chr(0b1110 + 0o127))(chr(117) + '\164' + chr(0b1101 + 0o131) + '\055' + '\070'):
return ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b101010 + 0o105) + '\x31', 8)
elif Mo_o4MqoroZF in CHDl6Fr8D1fy:
return ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101101 + 0o4), 8)
elif QacSQQfGn1xE in CHDl6Fr8D1fy:
return ehT0Px3KOsy9('\x30' + chr(11071 - 10960) + '\061', 8)
elif ocOQdIRvdhrz in CHDl6Fr8D1fy:
return ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b111001 + 0o66) + chr(2091 - 2042), 8)
elif uEXs5vnDBjbk in CHDl6Fr8D1fy:
return ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001), 8)
else:
return ehT0Px3KOsy9(chr(2274 - 2226) + '\157' + chr(48), ord("\x08"))
|
explosion/spaCy
|
examples/training/train_new_entity_type.py
|
main
|
def main(model=None, new_model_name="animal", output_dir=None, n_iter=30):
"""Set up the pipeline and entity recognizer, and train the new entity."""
random.seed(0)
if model is not None:
nlp = spacy.load(model) # load existing spaCy model
print("Loaded model '%s'" % model)
else:
nlp = spacy.blank("en") # create blank Language class
print("Created blank 'en' model")
# Add entity recognizer to model if it's not in the pipeline
# nlp.create_pipe works for built-ins that are registered with spaCy
if "ner" not in nlp.pipe_names:
ner = nlp.create_pipe("ner")
nlp.add_pipe(ner)
# otherwise, get it, so we can add labels to it
else:
ner = nlp.get_pipe("ner")
ner.add_label(LABEL) # add new entity label to entity recognizer
# Adding extraneous labels shouldn't mess anything up
ner.add_label("VEGETABLE")
if model is None:
optimizer = nlp.begin_training()
else:
optimizer = nlp.resume_training()
move_names = list(ner.move_names)
# get names of other pipes to disable them during training
other_pipes = [pipe for pipe in nlp.pipe_names if pipe != "ner"]
with nlp.disable_pipes(*other_pipes): # only train NER
sizes = compounding(1.0, 4.0, 1.001)
# batch up the examples using spaCy's minibatch
for itn in range(n_iter):
random.shuffle(TRAIN_DATA)
batches = minibatch(TRAIN_DATA, size=sizes)
losses = {}
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(texts, annotations, sgd=optimizer, drop=0.35, losses=losses)
print("Losses", losses)
# test the trained model
test_text = "Do you like horses?"
doc = nlp(test_text)
print("Entities in '%s'" % test_text)
for ent in doc.ents:
print(ent.label_, ent.text)
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.meta["name"] = new_model_name # rename model
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the saved model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
# Check the classes have loaded back consistently
assert nlp2.get_pipe("ner").move_names == move_names
doc2 = nlp2(test_text)
for ent in doc2.ents:
print(ent.label_, ent.text)
|
python
|
def main(model=None, new_model_name="animal", output_dir=None, n_iter=30):
"""Set up the pipeline and entity recognizer, and train the new entity."""
random.seed(0)
if model is not None:
nlp = spacy.load(model) # load existing spaCy model
print("Loaded model '%s'" % model)
else:
nlp = spacy.blank("en") # create blank Language class
print("Created blank 'en' model")
# Add entity recognizer to model if it's not in the pipeline
# nlp.create_pipe works for built-ins that are registered with spaCy
if "ner" not in nlp.pipe_names:
ner = nlp.create_pipe("ner")
nlp.add_pipe(ner)
# otherwise, get it, so we can add labels to it
else:
ner = nlp.get_pipe("ner")
ner.add_label(LABEL) # add new entity label to entity recognizer
# Adding extraneous labels shouldn't mess anything up
ner.add_label("VEGETABLE")
if model is None:
optimizer = nlp.begin_training()
else:
optimizer = nlp.resume_training()
move_names = list(ner.move_names)
# get names of other pipes to disable them during training
other_pipes = [pipe for pipe in nlp.pipe_names if pipe != "ner"]
with nlp.disable_pipes(*other_pipes): # only train NER
sizes = compounding(1.0, 4.0, 1.001)
# batch up the examples using spaCy's minibatch
for itn in range(n_iter):
random.shuffle(TRAIN_DATA)
batches = minibatch(TRAIN_DATA, size=sizes)
losses = {}
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(texts, annotations, sgd=optimizer, drop=0.35, losses=losses)
print("Losses", losses)
# test the trained model
test_text = "Do you like horses?"
doc = nlp(test_text)
print("Entities in '%s'" % test_text)
for ent in doc.ents:
print(ent.label_, ent.text)
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.meta["name"] = new_model_name # rename model
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the saved model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
# Check the classes have loaded back consistently
assert nlp2.get_pipe("ner").move_names == move_names
doc2 = nlp2(test_text)
for ent in doc2.ents:
print(ent.label_, ent.text)
|
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] |
Set up the pipeline and entity recognizer, and train the new entity.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/examples/training/train_new_entity_type.py#L71-L134
|
train
|
Train the pipeline and entity recognizer and train the new entity.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(0b110001) + '\066' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001 + 0o0) + chr(0b1110 + 0o46) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1340 - 1292) + chr(111) + chr(49) + chr(1025 - 976) + chr(80 - 25), 29790 - 29782), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + '\x31' + chr(0b11110 + 0o22) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110111) + chr(0b110011), 31915 - 31907), ehT0Px3KOsy9(chr(2187 - 2139) + chr(111) + '\063' + '\064', 62421 - 62413), ehT0Px3KOsy9(chr(1207 - 1159) + chr(7725 - 7614) + chr(0b110011) + '\060' + chr(0b110000 + 0o5), 14696 - 14688), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2203 - 2153) + chr(0b100101 + 0o16) + chr(0b10111 + 0o33), 23641 - 23633), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b110111) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + '\x33' + chr(54) + chr(2375 - 2325), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o53) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2810 - 2699) + '\063' + chr(0b110001) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + chr(1403 - 1352), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110111) + chr(1171 - 1117), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\063' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(0b1000 + 0o51) + chr(54) + chr(1092 - 1039), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x32' + chr(1063 - 1010), 0o10), ehT0Px3KOsy9('\x30' + chr(6720 - 6609) + '\061' + '\x30' + chr(2382 - 2330), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + chr(2448 - 2397) + chr(55) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b110010 + 0o5) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b110001 + 0o0) + '\062' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110111) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + chr(50) + '\x32' + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(7232 - 7121) + chr(0b110001) + chr(50) + chr(853 - 805), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11011 + 0o27) + chr(55) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11101 + 0o122) + '\061' + chr(50) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\066' + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100011 + 0o16) + chr(51) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110111) + chr(2489 - 2439), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(53) + '\x33', 33546 - 33538), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(1202 - 1091) + chr(1440 - 1389) + chr(0b110011) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\067' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(402 - 353) + '\063' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + '\x31' + chr(0b110010) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(73 - 22) + chr(1352 - 1299) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(0b11001 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4706 - 4595) + chr(0b1100 + 0o46) + chr(1023 - 974), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o44) + '\x31' + chr(0b110010), 50203 - 50195), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\066' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x31' + chr(1851 - 1803), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(2607 - 2554) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b']'), chr(0b1100100) + chr(0b110011 + 0o62) + chr(0b1100011) + '\157' + chr(0b110 + 0o136) + chr(0b110000 + 0o65))('\x75' + chr(116) + '\x66' + chr(0b1110 + 0o37) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PGNrezus7XpS(FK0vqzZ5gPN6=None, o0cVqxPNg999=xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x0b&(\x9ap'), '\144' + '\x65' + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(117) + '\164' + chr(0b1100110) + chr(1495 - 1450) + chr(0b10101 + 0o43)), nd0OX_BS6_o4=None, PG8bMXxBIdYl=ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b100110 + 0o20), ord("\x08"))):
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x00*!'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + chr(116) + '\146' + '\x2d' + chr(0b100100 + 0o24)))(ehT0Px3KOsy9('\060' + chr(111) + chr(0b1001 + 0o47), 44817 - 44809))
if FK0vqzZ5gPN6 is not None:
kG7vGCqDzyIj = a6blCBREFVAY.mxtdQMeiwJZJ(FK0vqzZ5gPN6)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'?\n.!\x9ex\xe5\xf7\x13\x96L\xa4\x0b\x19<\x06\xf2'), chr(0b1100100) + chr(101) + chr(0b1100 + 0o127) + chr(0b101100 + 0o103) + chr(8375 - 8275) + chr(6519 - 6418))(chr(11062 - 10945) + chr(0b1000001 + 0o63) + chr(0b1100110) + chr(0b101101) + chr(56)) % FK0vqzZ5gPN6)
else:
kG7vGCqDzyIj = a6blCBREFVAY.blank(xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x0b'), chr(100) + chr(0b110100 + 0o61) + '\143' + chr(111) + chr(0b101111 + 0o65) + chr(0b1100101))('\165' + chr(116) + chr(0b1100100 + 0o2) + chr(45) + chr(0b111 + 0o61)))
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'0\x17*$\x8fy\xa1\xba\x1e\x9eH\xa6@\x1e>\x10\xbbc\xdb\x909\xde\xf2<'), chr(9359 - 9259) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(2191 - 2089) + chr(0b101101) + '\070'))
if xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\x00='), chr(100) + '\x65' + chr(99) + '\157' + chr(100) + '\x65')(chr(117) + chr(116) + chr(0b1100011 + 0o3) + chr(0b100101 + 0o10) + chr(0b111000)) not in xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x0c? \xa4r\xa4\xf7\x19\x81'), chr(100) + chr(0b10101 + 0o120) + chr(0b1010111 + 0o14) + chr(3078 - 2967) + '\144' + chr(0b1100101))(chr(0b1011010 + 0o33) + '\164' + chr(5815 - 5713) + chr(457 - 412) + chr(2686 - 2630))):
Xcd3jfe3AGUh = kG7vGCqDzyIj.create_pipe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\x00='), chr(0b1100100) + '\x65' + chr(6814 - 6715) + '\157' + '\144' + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(663 - 618) + '\x38'))
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x01+\x1a\x8bu\xb5\xff'), '\x64' + chr(101) + chr(9798 - 9699) + '\x6f' + chr(0b1100100) + chr(10110 - 10009))(chr(0b1110101) + chr(3361 - 3245) + chr(0b100000 + 0o106) + chr(649 - 604) + chr(56)))(Xcd3jfe3AGUh)
else:
Xcd3jfe3AGUh = kG7vGCqDzyIj.get_pipe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\x00='), chr(0b1011010 + 0o12) + chr(0b1000110 + 0o37) + chr(0b1100011) + '\157' + '\144' + '\145')('\165' + chr(7188 - 7072) + chr(0b1100110) + chr(1467 - 1422) + chr(2091 - 2035)))
xafqLlk3kkUe(Xcd3jfe3AGUh, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x01+\x1a\x97}\xa7\xff\x10'), chr(0b1100100) + chr(0b100110 + 0o77) + chr(3760 - 3661) + '\157' + '\144' + '\145')(chr(117) + chr(0b1101100 + 0o10) + '\146' + chr(533 - 488) + '\x38'))(cjhfTGuFGOot)
xafqLlk3kkUe(Xcd3jfe3AGUh, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x01+\x1a\x97}\xa7\xff\x10'), '\x64' + '\x65' + chr(854 - 755) + chr(111) + chr(0b1100100) + chr(5287 - 5186))(chr(117) + chr(0b111 + 0o155) + '\146' + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'% \x08\x00\xaf]\x87\xd69'), chr(0b110001 + 0o63) + chr(0b111110 + 0o47) + chr(4244 - 4145) + '\157' + '\x64' + chr(2678 - 2577))(chr(311 - 194) + '\x74' + '\x66' + chr(0b101101) + '\x38'))
if FK0vqzZ5gPN6 is None:
XdKNcYRObPK3 = kG7vGCqDzyIj.begin_training()
else:
XdKNcYRObPK3 = kG7vGCqDzyIj.resume_training()
bDHgO5KXk1Ab = YyaZ4tpXu4lf(Xcd3jfe3AGUh.move_names)
hnE7WWRpm9sI = [kq7zgg5YgjkF for kq7zgg5YgjkF in kG7vGCqDzyIj.pipe_names if kq7zgg5YgjkF != xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\x00='), '\x64' + '\145' + chr(0b10110 + 0o115) + chr(111) + chr(6485 - 6385) + chr(0b1100101))('\x75' + chr(2130 - 2014) + chr(0b10010 + 0o124) + chr(45) + chr(557 - 501))]
with xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\x0c<$\x99p\xa0\xc5\x0c\x9bY\xadX'), '\144' + chr(6887 - 6786) + '\143' + chr(9200 - 9089) + '\144' + chr(10015 - 9914))('\165' + '\164' + chr(5320 - 5218) + chr(0b101101) + '\070'))(*hnE7WWRpm9sI):
Q55tUpoH0W5L = Y0EsDLZvkG6q(1.0, 4.0, 1.001)
for JU3QmgBu75wO in vQr8gNKaIaWE(PG8bMXxBIdYl):
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\r:#\x9dp\xa0'), chr(0b1100100) + '\x65' + '\143' + chr(0b11 + 0o154) + chr(0b101010 + 0o72) + chr(0b1100101))(chr(12117 - 12000) + '\164' + chr(102) + chr(0b11010 + 0o23) + chr(56)))(XaACptEOGygg)
_MNJVZv45jZi = no6u5iL4aVnK(XaACptEOGygg, size=Q55tUpoH0W5L)
eJKWkHA7qzlZ = {}
for dNwAahu8tvoY in _MNJVZv45jZi:
(qEEOZdZZaFyI, zvbVkvaN64xd) = pZ0NK2y6HRbn(*dNwAahu8tvoY)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b')\x11\x0e\x00\x92R\x8f\xf4\x05\xc6L\xf8'), chr(0b110110 + 0o56) + '\x65' + chr(1683 - 1584) + chr(0b1010110 + 0o31) + chr(0b111001 + 0o53) + chr(0b10100 + 0o121))(chr(0b1011100 + 0o31) + '\164' + chr(4892 - 4790) + chr(1867 - 1822) + chr(0b10001 + 0o47)))(qEEOZdZZaFyI, zvbVkvaN64xd, sgd=XdKNcYRObPK3, drop=0.35, losses=eJKWkHA7qzlZ)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'?\n<6\x9eo'), chr(100) + '\x65' + chr(0b1010011 + 0o20) + '\x6f' + '\x64' + '\145')('\165' + '\x74' + '\x66' + '\055' + '\070'), eJKWkHA7qzlZ)
PmUULc1fMVsM = xafqLlk3kkUe(SXOLrMavuUCe(b'7\no<\x94i\xe5\xf6\x15\x99L\xe8CQk\x06\xb07\xc4'), chr(100) + '\x65' + '\x63' + chr(8684 - 8573) + chr(771 - 671) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(3318 - 3216) + chr(45) + '\x38')
JCpEgna6NeKD = kG7vGCqDzyIj(PmUULc1fMVsM)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'6\x0b;,\x8fu\xa0\xe9\\\x9bG\xe8\x0c\x1bjR'), chr(0b1010101 + 0o17) + '\145' + '\143' + '\x6f' + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(102) + chr(90 - 45) + '\x38') % PmUULc1fMVsM)
for trP5vELSlQ4f in xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x0b;6'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b101000 + 0o107) + chr(0b1100100) + '\145')(chr(0b1010000 + 0o45) + chr(8059 - 7943) + chr(0b1100110) + chr(0b100 + 0o51) + chr(0b10010 + 0o46))):
zLUzGokYBM2Z(xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\x04- \x97C'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + chr(8431 - 8331) + chr(0b10111 + 0o116))('\165' + '\x74' + chr(0b1100110) + chr(1689 - 1644) + chr(2135 - 2079))), xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'2\r~7\xb2r\xb3\xfdH\xcaa\xaa'), chr(6269 - 6169) + chr(0b100110 + 0o77) + '\143' + '\x6f' + chr(0b1100100) + chr(101))('\x75' + chr(0b1110100) + chr(0b101111 + 0o67) + chr(1346 - 1301) + chr(0b1100 + 0o54))))
if nd0OX_BS6_o4 is not None:
nd0OX_BS6_o4 = HiPOQr0Cdorg(nd0OX_BS6_o4)
if not xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x1d&6\x8fo'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1011000 + 0o27) + '\x64' + '\145')('\165' + chr(9781 - 9665) + '\x66' + '\x2d' + chr(0b111000)))():
xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\x0e+,\x89'), '\144' + chr(0b1001000 + 0o35) + chr(981 - 882) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1101100 + 0o10) + chr(0b111111 + 0o47) + '\055' + chr(0b111000)))()
kG7vGCqDzyIj.Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\x04" '), '\x64' + '\145' + chr(4616 - 4517) + '\x6f' + '\144' + chr(0b1010001 + 0o24))(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + '\070')] = o0cVqxPNg999
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\n\x10!\x92o\xae'), chr(856 - 756) + '\x65' + chr(99) + '\x6f' + '\x64' + chr(0b1100000 + 0o5))(chr(578 - 461) + chr(0b1110100) + '\x66' + chr(547 - 502) + '\070'))(nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b' \x049 \x9f<\xa8\xf5\x18\x97E\xe8_Q'), chr(0b1001010 + 0o32) + chr(0b101110 + 0o67) + '\143' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1100100 + 0o21) + chr(0b1100101 + 0o17) + chr(7063 - 6961) + chr(1710 - 1665) + chr(2183 - 2127)), nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'?\n.!\x92r\xa2\xba\x1a\x80F\xa5'), chr(0b110101 + 0o57) + '\145' + chr(0b1100011) + '\x6f' + '\x64' + '\145')(chr(0b1010011 + 0o42) + '\164' + '\146' + chr(45) + '\070'), nd0OX_BS6_o4)
k1M8EfNJsR9B = a6blCBREFVAY.mxtdQMeiwJZJ(nd0OX_BS6_o4)
assert xafqLlk3kkUe(k1M8EfNJsR9B.get_pipe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\x00='), '\144' + chr(0b1100101) + chr(0b1001000 + 0o33) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b11110 + 0o127) + '\x74' + chr(102) + chr(252 - 207) + chr(0b100100 + 0o24))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\n9 \xa4r\xa4\xf7\x19\x81'), chr(100) + '\145' + chr(0b1100011) + '\157' + chr(7068 - 6968) + '\145')('\165' + chr(0b1000011 + 0o61) + '\x66' + chr(0b101101) + '\x38')) == bDHgO5KXk1Ab
hP0J7vwyGNLp = k1M8EfNJsR9B(PmUULc1fMVsM)
for trP5vELSlQ4f in xafqLlk3kkUe(hP0J7vwyGNLp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x0b;6'), chr(100) + '\145' + chr(99) + '\x6f' + chr(100) + '\x65')(chr(117) + chr(8240 - 8124) + chr(271 - 169) + chr(0b10010 + 0o33) + '\x38')):
zLUzGokYBM2Z(xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\x04- \x97C'), chr(2498 - 2398) + '\x65' + chr(99) + chr(0b1100110 + 0o11) + chr(0b1100100) + chr(8637 - 8536))('\x75' + chr(116) + chr(102) + '\x2d' + '\070')), xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'2\r~7\xb2r\xb3\xfdH\xcaa\xaa'), chr(5939 - 5839) + chr(0b11 + 0o142) + chr(0b1001100 + 0o27) + chr(0b1011010 + 0o25) + chr(0b110000 + 0o64) + chr(0b11 + 0o142))(chr(2008 - 1891) + chr(0b1110100) + chr(102) + chr(0b11011 + 0o22) + '\x38')))
|
explosion/spaCy
|
spacy/cli/converters/conll_ner2json.py
|
conll_ner2json
|
def conll_ner2json(input_data, **kwargs):
"""
Convert files in the CoNLL-2003 NER format into JSON format for use with
train cli.
"""
delimit_docs = "-DOCSTART- -X- O O"
output_docs = []
for doc in input_data.strip().split(delimit_docs):
doc = doc.strip()
if not doc:
continue
output_doc = []
for sent in doc.split("\n\n"):
sent = sent.strip()
if not sent:
continue
lines = [line.strip() for line in sent.split("\n") if line.strip()]
words, tags, chunks, iob_ents = zip(*[line.split() for line in lines])
biluo_ents = iob_to_biluo(iob_ents)
output_doc.append(
{
"tokens": [
{"orth": w, "tag": tag, "ner": ent}
for (w, tag, ent) in zip(words, tags, biluo_ents)
]
}
)
output_docs.append(
{"id": len(output_docs), "paragraphs": [{"sentences": output_doc}]}
)
output_doc = []
return output_docs
|
python
|
def conll_ner2json(input_data, **kwargs):
"""
Convert files in the CoNLL-2003 NER format into JSON format for use with
train cli.
"""
delimit_docs = "-DOCSTART- -X- O O"
output_docs = []
for doc in input_data.strip().split(delimit_docs):
doc = doc.strip()
if not doc:
continue
output_doc = []
for sent in doc.split("\n\n"):
sent = sent.strip()
if not sent:
continue
lines = [line.strip() for line in sent.split("\n") if line.strip()]
words, tags, chunks, iob_ents = zip(*[line.split() for line in lines])
biluo_ents = iob_to_biluo(iob_ents)
output_doc.append(
{
"tokens": [
{"orth": w, "tag": tag, "ner": ent}
for (w, tag, ent) in zip(words, tags, biluo_ents)
]
}
)
output_docs.append(
{"id": len(output_docs), "paragraphs": [{"sentences": output_doc}]}
)
output_doc = []
return output_docs
|
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] |
Convert files in the CoNLL-2003 NER format into JSON format for use with
train cli.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/converters/conll_ner2json.py#L7-L38
|
train
|
Convert CoNLL - 2003 NER format into JSON format for use with CoNLL - 2003 train cli.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(850 - 802) + '\157' + '\x32' + chr(2130 - 2077) + chr(0b10011 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\062' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(51) + chr(0b100 + 0o63) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b101 + 0o152) + chr(0b110001) + chr(0b110001) + chr(49), 6848 - 6840), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\067' + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(1483 - 1431) + '\061', 7763 - 7755), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(54) + '\x36', 2977 - 2969), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(55) + chr(0b11000 + 0o36), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\065' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + chr(1650 - 1599) + chr(53) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(0b1000 + 0o51) + chr(0b101011 + 0o13) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + chr(1818 - 1768) + chr(0b11001 + 0o31) + chr(1634 - 1585), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\x37' + chr(0b11001 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1375 - 1326) + chr(1412 - 1364) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x30' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100011 + 0o16) + chr(0b11 + 0o55) + chr(0b100110 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(275 - 224) + chr(0b11000 + 0o30) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7877 - 7766) + '\x34' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(336 - 288) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + '\x36' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1419 - 1308) + chr(49) + '\063' + chr(2864 - 2810), 0b1000), ehT0Px3KOsy9(chr(706 - 658) + chr(1503 - 1392) + '\067', 34450 - 34442), ehT0Px3KOsy9(chr(48) + chr(0b1000101 + 0o52) + chr(51) + '\x36' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(2280 - 2169) + chr(0b110010) + chr(0b1 + 0o57) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + chr(990 - 940) + chr(971 - 916) + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2301 - 2252) + '\060' + chr(1448 - 1397), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(8476 - 8365) + chr(0b110010) + chr(50) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(1859 - 1804) + chr(0b101 + 0o60), 23373 - 23365), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b111 + 0o52) + '\x37' + chr(1425 - 1377), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(870 - 759) + '\x33' + chr(1261 - 1212) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b10100 + 0o35) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\065' + chr(0b110000), 27795 - 27787), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(800 - 751) + chr(0b101110 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1010010 + 0o35) + '\x33' + '\066' + chr(2454 - 2402), 35886 - 35878), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b110001 + 0o3) + chr(1903 - 1851), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2379 - 2327) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x34' + chr(1680 - 1629), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10110 + 0o34) + chr(1261 - 1213) + chr(0b110011), 63720 - 63712)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(1614 - 1561) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), '\144' + '\x65' + chr(8286 - 8187) + chr(111) + '\x64' + chr(101))(chr(117) + chr(116) + '\x66' + chr(1239 - 1194) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def _rxhrEBFgYrQ(CE7M9xPq0X8s, **M8EIoTs2GJXE):
hEgLuQUXRrfo = xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\xd6\xb6\n\xee\xf5wl~\xc0T\xbc\xe3o\xa5\n\xe4o'), '\x64' + '\145' + chr(4914 - 4815) + chr(1794 - 1683) + chr(926 - 826) + chr(0b1100101))('\165' + chr(0b1110100) + chr(10388 - 10286) + chr(0b10010 + 0o33) + chr(0b111000))
MaUBEjmoYmQo = []
for JCpEgna6NeKD in xafqLlk3kkUe(CE7M9xPq0X8s.strip(), xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\xe2\x95 \xc9'), chr(100) + '\x65' + chr(99) + chr(0b1101111) + chr(7462 - 7362) + chr(0b1100101))('\x75' + '\164' + chr(0b1000011 + 0o43) + '\055' + chr(0b111000)))(hEgLuQUXRrfo):
JCpEgna6NeKD = JCpEgna6NeKD.strip()
if not JCpEgna6NeKD:
continue
bf3JKw39U4Br = []
for FELgQL7dD3el in xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\xe2\x95 \xc9'), '\x64' + chr(0b1000110 + 0o37) + '\143' + chr(111) + chr(0b1100011 + 0o1) + chr(0b1100101))('\x75' + chr(116) + chr(102) + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\x98'), '\x64' + chr(2424 - 2323) + '\x63' + chr(0b1101111) + chr(1311 - 1211) + chr(9455 - 9354))(chr(117) + chr(0b1110100) + chr(0b100011 + 0o103) + chr(279 - 234) + '\070')):
FELgQL7dD3el = FELgQL7dD3el.strip()
if not FELgQL7dD3el:
continue
izUh4XSf7tJY = [LycYkDpyelF6.strip() for LycYkDpyelF6 in FELgQL7dD3el.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3'), chr(0b1011110 + 0o6) + chr(101) + '\x63' + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + chr(0b11 + 0o161) + chr(0b101100 + 0o72) + chr(0b1 + 0o54) + '\x38')) if LycYkDpyelF6.strip()]
(o34DiSJcu6N2, MRGa81KE7QCh, XVRfrZhsDVHr, ERUXJVGK8Zvp) = pZ0NK2y6HRbn(*[LycYkDpyelF6.split() for LycYkDpyelF6 in izUh4XSf7tJY])
VFhL5C2tqAkX = lTGkdvoLgSho(ERUXJVGK8Zvp)
xafqLlk3kkUe(bf3JKw39U4Br, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xe2\x89,\xd3\xc5'), '\x64' + '\x65' + chr(218 - 119) + chr(0b100000 + 0o117) + '\144' + '\x65')(chr(0b1110000 + 0o5) + chr(0b11010 + 0o132) + chr(0b111 + 0o137) + chr(0b1010 + 0o43) + chr(56)))({xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xfd\x92,\xd3\xd2'), chr(100) + '\x65' + chr(99) + chr(111) + chr(100) + chr(9794 - 9693))(chr(9671 - 9554) + chr(0b1110100) + '\146' + chr(1446 - 1401) + '\070'): [{xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\xe0\x8d!'), chr(0b11011 + 0o111) + chr(4675 - 4574) + '\x63' + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(116) + '\x66' + '\055' + '\070'): AOfzRywRzEXp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xf3\x9e'), chr(3464 - 3364) + chr(101) + '\143' + chr(0b100100 + 0o113) + chr(0b10100 + 0o120) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101) + '\070'): CPdEsc5O1sf7, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\xf7\x8b'), '\x64' + chr(0b0 + 0o145) + '\143' + '\157' + '\x64' + chr(6718 - 6617))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'): trP5vELSlQ4f} for (AOfzRywRzEXp, CPdEsc5O1sf7, trP5vELSlQ4f) in pZ0NK2y6HRbn(o34DiSJcu6N2, MRGa81KE7QCh, VFhL5C2tqAkX)]})
xafqLlk3kkUe(MaUBEjmoYmQo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xe2\x89,\xd3\xc5'), chr(0b1100100) + '\x65' + chr(99) + '\157' + chr(100) + chr(101))('\165' + chr(0b110111 + 0o75) + '\146' + '\x2d' + chr(56 - 0)))({xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\xf6'), chr(0b100010 + 0o102) + '\145' + chr(6335 - 6236) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(11920 - 11804) + '\146' + '\055' + chr(0b111000)): c2A0yzQpDQB3(MaUBEjmoYmQo), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xf3\x8b(\xda\xd3WNB\x9e'), chr(654 - 554) + '\x65' + chr(99) + chr(111) + '\144' + chr(0b1011100 + 0o11))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b1010 + 0o43) + chr(3052 - 2996)): [{xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\xf7\x97=\xd8\xcfU[Y'), chr(0b1100100) + chr(0b1100101) + chr(4377 - 4278) + '\157' + chr(0b1100100) + chr(0b1010100 + 0o21))(chr(0b1110101) + chr(10384 - 10268) + chr(0b1100110) + '\055' + chr(56)): bf3JKw39U4Br}]})
bf3JKw39U4Br = []
return MaUBEjmoYmQo
|
explosion/spaCy
|
examples/training/train_tagger.py
|
main
|
def main(lang="en", output_dir=None, n_iter=25):
"""Create a new model, set up the pipeline and train the tagger. In order to
train the tagger with a custom tag map, we're creating a new Language
instance with a custom vocab.
"""
nlp = spacy.blank(lang)
# add the tagger to the pipeline
# nlp.create_pipe works for built-ins that are registered with spaCy
tagger = nlp.create_pipe("tagger")
# Add the tags. This needs to be done before you start training.
for tag, values in TAG_MAP.items():
tagger.add_label(tag, values)
nlp.add_pipe(tagger)
optimizer = nlp.begin_training()
for i in range(n_iter):
random.shuffle(TRAIN_DATA)
losses = {}
# batch up the examples using spaCy's minibatch
batches = minibatch(TRAIN_DATA, size=compounding(4.0, 32.0, 1.001))
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(texts, annotations, sgd=optimizer, losses=losses)
print("Losses", losses)
# test the trained model
test_text = "I like blue eggs"
doc = nlp(test_text)
print("Tags", [(t.text, t.tag_, t.pos_) for t in doc])
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the save model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
doc = nlp2(test_text)
print("Tags", [(t.text, t.tag_, t.pos_) for t in doc])
|
python
|
def main(lang="en", output_dir=None, n_iter=25):
"""Create a new model, set up the pipeline and train the tagger. In order to
train the tagger with a custom tag map, we're creating a new Language
instance with a custom vocab.
"""
nlp = spacy.blank(lang)
# add the tagger to the pipeline
# nlp.create_pipe works for built-ins that are registered with spaCy
tagger = nlp.create_pipe("tagger")
# Add the tags. This needs to be done before you start training.
for tag, values in TAG_MAP.items():
tagger.add_label(tag, values)
nlp.add_pipe(tagger)
optimizer = nlp.begin_training()
for i in range(n_iter):
random.shuffle(TRAIN_DATA)
losses = {}
# batch up the examples using spaCy's minibatch
batches = minibatch(TRAIN_DATA, size=compounding(4.0, 32.0, 1.001))
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(texts, annotations, sgd=optimizer, losses=losses)
print("Losses", losses)
# test the trained model
test_text = "I like blue eggs"
doc = nlp(test_text)
print("Tags", [(t.text, t.tag_, t.pos_) for t in doc])
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the save model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
doc = nlp2(test_text)
print("Tags", [(t.text, t.tag_, t.pos_) for t in doc])
|
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"batches",
"=",
"minibatch",
"(",
"TRAIN_DATA",
",",
"size",
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"compounding",
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",",
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",",
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",",
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",",
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")"
] |
Create a new model, set up the pipeline and train the tagger. In order to
train the tagger with a custom tag map, we're creating a new Language
instance with a custom vocab.
|
[
"Create",
"a",
"new",
"model",
"set",
"up",
"the",
"pipeline",
"and",
"train",
"the",
"tagger",
".",
"In",
"order",
"to",
"train",
"the",
"tagger",
"with",
"a",
"custom",
"tag",
"map",
"we",
"re",
"creating",
"a",
"new",
"Language",
"instance",
"with",
"a",
"custom",
"vocab",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/examples/training/train_tagger.py#L47-L89
|
train
|
Create a new language to
train the tagger and save the model to output_dir
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + '\062' + chr(696 - 647) + chr(2177 - 2127), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + chr(187 - 137) + chr(55) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b110000) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + '\061' + chr(0b100010 + 0o22) + '\064', 8521 - 8513), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(586 - 532) + chr(719 - 665), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b111100 + 0o63) + chr(0b10111 + 0o33) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o47) + chr(48) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1359 - 1310) + chr(956 - 905) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + chr(0b1100 + 0o45) + '\067' + chr(2207 - 2153), 0b1000), ehT0Px3KOsy9(chr(1110 - 1062) + chr(11831 - 11720) + chr(1157 - 1106) + '\x35' + chr(2193 - 2144), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1158 - 1108) + chr(739 - 687), 5247 - 5239), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + '\x31' + chr(0b10101 + 0o34) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1100 + 0o47) + '\x30' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(254 - 200) + '\060', 27186 - 27178), ehT0Px3KOsy9(chr(0b110000) + chr(5094 - 4983) + chr(0b100101 + 0o14) + chr(49), 20470 - 20462), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110011) + chr(445 - 395), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(50) + chr(51) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b10110 + 0o32) + chr(566 - 517), 0o10), ehT0Px3KOsy9(chr(1086 - 1038) + '\x6f' + chr(1945 - 1895) + chr(0b101111 + 0o7) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\067' + chr(0b100001 + 0o23), 0b1000), ehT0Px3KOsy9(chr(977 - 929) + chr(0b1001 + 0o146) + '\x33' + chr(48) + '\x31', 8), ehT0Px3KOsy9(chr(1860 - 1812) + '\157' + chr(0b111 + 0o57) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(1887 - 1837) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b110011) + '\062' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b1 + 0o57) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110001) + chr(1639 - 1591), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b10100 + 0o133) + chr(2188 - 2137) + '\x35' + chr(853 - 800), ord("\x08")), ehT0Px3KOsy9(chr(961 - 913) + chr(111) + chr(1609 - 1558) + chr(0b110010) + chr(1273 - 1223), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b100001 + 0o17) + chr(2197 - 2149), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3377 - 3266) + chr(50) + chr(0b110010) + '\064', 30730 - 30722), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(1524 - 1470), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\061' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110001) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b0 + 0o62) + chr(49) + chr(51), 0o10), ehT0Px3KOsy9(chr(2235 - 2187) + '\157' + '\x31' + chr(0b110101) + chr(1055 - 1002), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(776 - 727) + chr(0b101100 + 0o11) + chr(1824 - 1776), 37370 - 37362), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(54) + chr(53), 20518 - 20510), ehT0Px3KOsy9(chr(1669 - 1621) + '\157' + '\062' + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(980 - 932) + '\x6f' + '\x31' + '\x33' + chr(0b11001 + 0o33), 0o10), ehT0Px3KOsy9(chr(1146 - 1098) + chr(10575 - 10464) + chr(2073 - 2019) + chr(0b11101 + 0o30), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4'), chr(0b1100100) + '\145' + chr(6746 - 6647) + chr(5375 - 5264) + chr(0b110111 + 0o55) + chr(0b1000 + 0o135))(chr(0b1000101 + 0o60) + chr(116) + '\146' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PGNrezus7XpS(ZH6CblBpklA9=xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\xd7'), chr(2055 - 1955) + chr(3089 - 2988) + '\x63' + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b11 + 0o65)), nd0OX_BS6_o4=None, PG8bMXxBIdYl=ehT0Px3KOsy9('\060' + chr(5786 - 5675) + chr(51) + chr(0b10001 + 0o40), 0o10)):
kG7vGCqDzyIj = a6blCBREFVAY.blank(ZH6CblBpklA9)
bMyaXbbhqboz = kG7vGCqDzyIj.create_pipe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\xd8\xa5\x03\x93c'), chr(100) + chr(101) + chr(0b1011 + 0o130) + chr(0b1101111) + chr(100) + chr(6231 - 6130))('\x75' + chr(116) + chr(4488 - 4386) + chr(0b100001 + 0o14) + chr(0b111000)))
for (CPdEsc5O1sf7, SPnCNu54H1db) in xafqLlk3kkUe(BA5ne4UZIx9n, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4\xc3\xb4\x01\xbfK\xb5\x14\x12\xba\\t'), chr(100) + chr(101) + chr(7922 - 7823) + chr(0b1100011 + 0o14) + chr(0b0 + 0o144) + chr(0b1000111 + 0o36))(chr(0b1110101) + '\164' + '\146' + '\055' + '\070'))():
xafqLlk3kkUe(bMyaXbbhqboz, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xdd\xa6;\x9ap\xe48\x12'), chr(0b1100100) + chr(122 - 21) + '\143' + '\x6f' + '\144' + '\145')(chr(0b1110101) + chr(116) + chr(3882 - 3780) + chr(1941 - 1896) + chr(0b1111 + 0o51)))(CPdEsc5O1sf7, SPnCNu54H1db)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xdd\xa6;\x86x\xf68'), '\x64' + '\x65' + chr(729 - 630) + chr(0b111110 + 0o61) + '\144' + '\145')('\x75' + chr(0b1110100 + 0o0) + '\x66' + chr(0b101101) + chr(0b111000)))(bMyaXbbhqboz)
XdKNcYRObPK3 = kG7vGCqDzyIj.begin_training()
for WVxHKyX45z_L in vQr8gNKaIaWE(PG8bMXxBIdYl):
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\xd1\xb7\x02\x90}\xe3'), chr(0b1100100) + '\x65' + chr(99) + '\157' + '\144' + '\145')(chr(11136 - 11019) + chr(0b1110010 + 0o2) + '\146' + chr(0b101101) + '\x38'))(XaACptEOGygg)
eJKWkHA7qzlZ = {}
_MNJVZv45jZi = no6u5iL4aVnK(XaACptEOGygg, size=Y0EsDLZvkG6q(4.0, 32.0, 1.001))
for dNwAahu8tvoY in _MNJVZv45jZi:
(qEEOZdZZaFyI, zvbVkvaN64xd) = pZ0NK2y6HRbn(*dNwAahu8tvoY)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\xcd\x83!\x9f_\xcc3\x07\xddq}'), chr(0b1101 + 0o127) + chr(0b11010 + 0o113) + chr(0b1100011) + '\x6f' + '\x64' + '\x65')(chr(13263 - 13146) + chr(11410 - 11294) + chr(0b100000 + 0o106) + chr(0b101101) + '\x38'))(qEEOZdZZaFyI, zvbVkvaN64xd, sgd=XdKNcYRObPK3, losses=eJKWkHA7qzlZ)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\xd6\xb1\x17\x93b'), '\144' + '\x65' + '\x63' + chr(6000 - 5889) + '\x64' + '\x65')(chr(117) + '\x74' + chr(4774 - 4672) + chr(429 - 384) + chr(56)), eJKWkHA7qzlZ)
PmUULc1fMVsM = xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x99\xae\r\x9dt\xa6?\x12\x9cqm\xa4\x17n\xe9'), chr(0b10001 + 0o123) + chr(4636 - 4535) + '\x63' + chr(0b110110 + 0o71) + chr(0b1001110 + 0o26) + chr(0b101011 + 0o72))('\165' + chr(0b1110100) + chr(0b1100001 + 0o5) + '\x2d' + '\x38')
JCpEgna6NeKD = kG7vGCqDzyIj(PmUULc1fMVsM)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xd8\xa5\x17'), '\144' + chr(4485 - 4384) + chr(6796 - 6697) + chr(4213 - 4102) + chr(0b1000110 + 0o36) + '\145')(chr(1200 - 1083) + '\164' + chr(102) + '\055' + chr(0b11001 + 0o37)), [(xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\xd1\xf3\x16\xbf\x7f\xf0:J\xd1\\/'), chr(0b10111 + 0o115) + chr(8973 - 8872) + '\x63' + chr(111) + chr(8991 - 8891) + '\145')(chr(8017 - 7900) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000))), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\xd8\xa5;'), '\144' + chr(4025 - 3924) + '\143' + chr(0b1101111) + chr(2624 - 2524) + '\145')(chr(0b1111 + 0o146) + chr(116) + chr(0b111011 + 0o53) + chr(344 - 299) + chr(0b111000))), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa\xd6\xb1;'), chr(0b1100100) + chr(101) + chr(0b101111 + 0o64) + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101 + 0o0) + '\164' + chr(9034 - 8932) + chr(0b101101) + '\070'))) for YeT3l7JgTbWR in JCpEgna6NeKD])
if nd0OX_BS6_o4 is not None:
nd0OX_BS6_o4 = HiPOQr0Cdorg(nd0OX_BS6_o4)
if not xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\xc1\xab\x17\x82b'), chr(100) + chr(2217 - 2116) + '\143' + '\157' + chr(9315 - 9215) + chr(7196 - 7095))(chr(13081 - 12964) + chr(116) + chr(0b1010110 + 0o20) + chr(108 - 63) + chr(56)))():
xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\xd2\xa6\r\x84'), chr(100) + chr(9506 - 9405) + '\x63' + chr(0b1101111) + chr(9693 - 9593) + chr(1802 - 1701))(chr(0b1110101) + chr(116) + chr(0b11110 + 0o110) + chr(0b100111 + 0o6) + chr(1868 - 1812)))()
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\xd6\x9d\x00\x9fb\xed'), chr(0b1100100) + '\x65' + '\143' + chr(111) + chr(100) + chr(101))(chr(117) + chr(116) + chr(0b1100110) + '\055' + chr(0b111000)))(nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xd8\xb4\x01\x921\xeb2\x1a\x8cxm\xb5\x1f'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + chr(0b1011010 + 0o14) + chr(0b100101 + 0o10) + '\070'), nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\xd6\xa3\x00\x9f\x7f\xe1}\x18\x9b{ '), chr(0b1011101 + 0o7) + chr(0b11100 + 0o111) + chr(8165 - 8066) + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + '\x74' + '\146' + '\x2d' + chr(0b101001 + 0o17)), nd0OX_BS6_o4)
k1M8EfNJsR9B = a6blCBREFVAY.mxtdQMeiwJZJ(nd0OX_BS6_o4)
JCpEgna6NeKD = k1M8EfNJsR9B(PmUULc1fMVsM)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xd8\xa5\x17'), chr(0b1100100) + '\145' + chr(7089 - 6990) + chr(111) + '\144' + chr(0b1100101))(chr(11133 - 11016) + chr(116) + '\x66' + '\x2d' + chr(2873 - 2817)), [(xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\xd1\xf3\x16\xbf\x7f\xf0:J\xd1\\/'), '\x64' + '\x65' + '\x63' + '\157' + chr(100) + '\x65')(chr(0b1100100 + 0o21) + chr(4227 - 4111) + chr(5954 - 5852) + chr(0b1110 + 0o37) + chr(0b1 + 0o67))), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\xd8\xa5;'), '\x64' + '\145' + chr(5269 - 5170) + '\x6f' + chr(0b1101 + 0o127) + '\145')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070')), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa\xd6\xb1;'), chr(5806 - 5706) + chr(101) + chr(0b10011 + 0o120) + chr(111) + chr(100) + chr(5904 - 5803))(chr(5872 - 5755) + chr(5522 - 5406) + '\x66' + chr(0b101101) + chr(1644 - 1588)))) for YeT3l7JgTbWR in JCpEgna6NeKD])
|
explosion/spaCy
|
examples/training/pretrain_textcat.py
|
load_textcat_data
|
def load_textcat_data(limit=0):
"""Load data from the IMDB dataset."""
# Partition off part of the train data for evaluation
train_data, eval_data = thinc.extra.datasets.imdb()
random.shuffle(train_data)
train_data = train_data[-limit:]
texts, labels = zip(*train_data)
eval_texts, eval_labels = zip(*eval_data)
cats = [{"POSITIVE": bool(y), "NEGATIVE": not bool(y)} for y in labels]
eval_cats = [{"POSITIVE": bool(y), "NEGATIVE": not bool(y)} for y in eval_labels]
return (texts, cats), (eval_texts, eval_cats)
|
python
|
def load_textcat_data(limit=0):
"""Load data from the IMDB dataset."""
# Partition off part of the train data for evaluation
train_data, eval_data = thinc.extra.datasets.imdb()
random.shuffle(train_data)
train_data = train_data[-limit:]
texts, labels = zip(*train_data)
eval_texts, eval_labels = zip(*eval_data)
cats = [{"POSITIVE": bool(y), "NEGATIVE": not bool(y)} for y in labels]
eval_cats = [{"POSITIVE": bool(y), "NEGATIVE": not bool(y)} for y in eval_labels]
return (texts, cats), (eval_texts, eval_cats)
|
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] |
Load data from the IMDB dataset.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/examples/training/pretrain_textcat.py#L41-L51
|
train
|
Load data from the IMDB dataset.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(52) + chr(1201 - 1150), 0o10), ehT0Px3KOsy9(chr(48) + chr(7176 - 7065) + '\x32' + chr(0b110111) + chr(2262 - 2209), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(53) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(313 - 202) + chr(736 - 684) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1043 - 995) + '\x6f' + '\x33' + chr(48) + '\064', 0b1000), ehT0Px3KOsy9(chr(1838 - 1790) + chr(111) + chr(0b110010) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111 + 0o0) + '\x33' + chr(1193 - 1145), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(637 - 588) + '\064' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(53) + '\064', 8), ehT0Px3KOsy9(chr(48) + chr(0b100100 + 0o113) + chr(49) + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1101 + 0o44) + '\x31' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(1291 - 1241) + chr(0b10110 + 0o37) + chr(2409 - 2357), 2462 - 2454), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + '\x31' + chr(50) + chr(50), 0o10), ehT0Px3KOsy9(chr(513 - 465) + chr(0b1101111) + '\063' + '\x37' + '\066', 0b1000), ehT0Px3KOsy9(chr(226 - 178) + chr(111) + '\x33' + chr(0b110111) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(11184 - 11073) + chr(0b110001) + chr(1522 - 1474) + chr(174 - 119), 27590 - 27582), ehT0Px3KOsy9(chr(601 - 553) + '\157' + '\062' + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b10011 + 0o36) + chr(0b110001) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(597 - 545) + '\063', 8), ehT0Px3KOsy9('\x30' + chr(7083 - 6972) + '\x31' + chr(51) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9188 - 9077) + chr(51) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(428 - 379) + chr(0b110101) + '\065', 14064 - 14056), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + '\x33' + chr(0b110010) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + '\x33' + chr(0b1110 + 0o45) + chr(0b110110), 65139 - 65131), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x36' + chr(49), 13255 - 13247), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(51) + chr(0b110011) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(339 - 285) + '\063', 0o10), ehT0Px3KOsy9(chr(1499 - 1451) + '\x6f' + chr(0b101101 + 0o11) + '\x30', 42200 - 42192), ehT0Px3KOsy9(chr(1409 - 1361) + chr(0b1101111) + '\063' + chr(1639 - 1590) + chr(694 - 646), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6853 - 6742) + '\x35' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1204 - 1156) + chr(4256 - 4145) + '\061' + '\063' + '\066', 8), ehT0Px3KOsy9(chr(553 - 505) + chr(0b1000101 + 0o52) + '\061' + chr(0b100111 + 0o13) + '\066', 8), ehT0Px3KOsy9(chr(697 - 649) + chr(0b10001 + 0o136) + chr(0b101101 + 0o5) + '\x33' + chr(2091 - 2039), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(829 - 778) + chr(0b100000 + 0o23) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1532 - 1484) + chr(111) + chr(0b10100 + 0o36) + chr(53) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2480 - 2430) + chr(0b0 + 0o60) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100101 + 0o16) + chr(54) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(9855 - 9744) + '\061' + '\061' + '\062', 33756 - 33748), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1001010 + 0o45) + chr(515 - 464) + '\x35' + chr(1816 - 1762), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b111 + 0o150) + '\x35' + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), '\144' + '\145' + chr(5461 - 5362) + chr(0b1101111) + chr(0b1010000 + 0o24) + chr(0b111110 + 0o47))(chr(0b1110101) + '\164' + chr(0b1001011 + 0o33) + chr(1923 - 1878) + chr(0b1100 + 0o54)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zyUm_g4xiIyV(j8BaqiKmcR6w=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(530 - 482), 64004 - 63996)):
(sW8AagBcZuuj, lFsSHWR5AXWi) = SwPKbmLU8OGG.extra.datasets.imdb()
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'P\xd5\x19eC\xa8q'), chr(0b1100100) + '\145' + chr(99) + '\157' + '\x64' + chr(0b1111 + 0o126))(chr(0b1101101 + 0o10) + '\164' + chr(0b1011111 + 0o7) + '\x2d' + '\x38'))(sW8AagBcZuuj)
sW8AagBcZuuj = sW8AagBcZuuj[-j8BaqiKmcR6w:]
(qEEOZdZZaFyI, uXMK81tmdpTM) = pZ0NK2y6HRbn(*sW8AagBcZuuj)
(iGDPWFl0j4IC, J61OHGZfVoR6) = pZ0NK2y6HRbn(*lFsSHWR5AXWi)
_IZEDmb5AMbL = [{xafqLlk3kkUe(SXOLrMavuUCe(b's\xf2?Jq\x8dB]'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1011101 + 0o22) + chr(8836 - 8736) + chr(101))('\165' + '\164' + chr(0b1010011 + 0o23) + '\055' + '\070'): WbBjf8Y7v9VN(SqiSOtYOqOJH), xafqLlk3kkUe(SXOLrMavuUCe(b'm\xf8+Bq\x8dB]'), chr(0b1100100) + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38'): not WbBjf8Y7v9VN(SqiSOtYOqOJH)} for SqiSOtYOqOJH in uXMK81tmdpTM]
qX2yTSLEuvmn = [{xafqLlk3kkUe(SXOLrMavuUCe(b's\xf2?Jq\x8dB]'), chr(4970 - 4870) + '\x65' + chr(0b1100011) + chr(0b1011010 + 0o25) + chr(0b110001 + 0o63) + chr(101))(chr(5373 - 5256) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(918 - 862)): WbBjf8Y7v9VN(SqiSOtYOqOJH), xafqLlk3kkUe(SXOLrMavuUCe(b'm\xf8+Bq\x8dB]'), '\x64' + chr(0b111001 + 0o54) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b110000 + 0o65))('\x75' + '\164' + chr(102) + chr(0b101101) + chr(0b111000)): not WbBjf8Y7v9VN(SqiSOtYOqOJH)} for SqiSOtYOqOJH in J61OHGZfVoR6]
return ((qEEOZdZZaFyI, _IZEDmb5AMbL), (iGDPWFl0j4IC, qX2yTSLEuvmn))
|
explosion/spaCy
|
spacy/cli/init_model.py
|
init_model
|
def init_model(
lang,
output_dir,
freqs_loc=None,
clusters_loc=None,
jsonl_loc=None,
vectors_loc=None,
prune_vectors=-1,
):
"""
Create a new model from raw data, like word frequencies, Brown clusters
and word vectors. If vectors are provided in Word2Vec format, they can
be either a .txt or zipped as a .zip or .tar.gz.
"""
if jsonl_loc is not None:
if freqs_loc is not None or clusters_loc is not None:
settings = ["-j"]
if freqs_loc:
settings.append("-f")
if clusters_loc:
settings.append("-c")
msg.warn(
"Incompatible arguments",
"The -f and -c arguments are deprecated, and not compatible "
"with the -j argument, which should specify the same "
"information. Either merge the frequencies and clusters data "
"into the JSONL-formatted file (recommended), or use only the "
"-f and -c files, without the other lexical attributes.",
)
jsonl_loc = ensure_path(jsonl_loc)
lex_attrs = srsly.read_jsonl(jsonl_loc)
else:
clusters_loc = ensure_path(clusters_loc)
freqs_loc = ensure_path(freqs_loc)
if freqs_loc is not None and not freqs_loc.exists():
msg.fail("Can't find words frequencies file", freqs_loc, exits=1)
lex_attrs = read_attrs_from_deprecated(freqs_loc, clusters_loc)
with msg.loading("Creating model..."):
nlp = create_model(lang, lex_attrs)
msg.good("Successfully created model")
if vectors_loc is not None:
add_vectors(nlp, vectors_loc, prune_vectors)
vec_added = len(nlp.vocab.vectors)
lex_added = len(nlp.vocab)
msg.good(
"Sucessfully compiled vocab",
"{} entries, {} vectors".format(lex_added, vec_added),
)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
return nlp
|
python
|
def init_model(
lang,
output_dir,
freqs_loc=None,
clusters_loc=None,
jsonl_loc=None,
vectors_loc=None,
prune_vectors=-1,
):
"""
Create a new model from raw data, like word frequencies, Brown clusters
and word vectors. If vectors are provided in Word2Vec format, they can
be either a .txt or zipped as a .zip or .tar.gz.
"""
if jsonl_loc is not None:
if freqs_loc is not None or clusters_loc is not None:
settings = ["-j"]
if freqs_loc:
settings.append("-f")
if clusters_loc:
settings.append("-c")
msg.warn(
"Incompatible arguments",
"The -f and -c arguments are deprecated, and not compatible "
"with the -j argument, which should specify the same "
"information. Either merge the frequencies and clusters data "
"into the JSONL-formatted file (recommended), or use only the "
"-f and -c files, without the other lexical attributes.",
)
jsonl_loc = ensure_path(jsonl_loc)
lex_attrs = srsly.read_jsonl(jsonl_loc)
else:
clusters_loc = ensure_path(clusters_loc)
freqs_loc = ensure_path(freqs_loc)
if freqs_loc is not None and not freqs_loc.exists():
msg.fail("Can't find words frequencies file", freqs_loc, exits=1)
lex_attrs = read_attrs_from_deprecated(freqs_loc, clusters_loc)
with msg.loading("Creating model..."):
nlp = create_model(lang, lex_attrs)
msg.good("Successfully created model")
if vectors_loc is not None:
add_vectors(nlp, vectors_loc, prune_vectors)
vec_added = len(nlp.vocab.vectors)
lex_added = len(nlp.vocab)
msg.good(
"Sucessfully compiled vocab",
"{} entries, {} vectors".format(lex_added, vec_added),
)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
return nlp
|
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] |
Create a new model from raw data, like word frequencies, Brown clusters
and word vectors. If vectors are provided in Word2Vec format, they can
be either a .txt or zipped as a .zip or .tar.gz.
|
[
"Create",
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"frequencies",
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/init_model.py#L39-L91
|
train
|
Initialize a new language - specific model.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11011 + 0o26) + '\065' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(273 - 225) + chr(0b110 + 0o151) + '\061' + '\x34' + chr(2430 - 2377), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(55) + chr(49), 48211 - 48203), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + '\x32' + chr(0b10000 + 0o42) + chr(0b110100), 19485 - 19477), ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + '\x33' + chr(795 - 743) + chr(2058 - 2007), 12506 - 12498), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b10100 + 0o37) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b110001) + '\067' + chr(1800 - 1751), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10 + 0o60) + '\060' + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(621 - 572) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b110001 + 0o76) + chr(0b110001 + 0o2) + '\063' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1955 - 1904) + chr(170 - 116) + '\x32', 40311 - 40303), ehT0Px3KOsy9('\060' + chr(8388 - 8277) + '\x32' + chr(0b11000 + 0o37) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110101) + chr(0b100101 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100000 + 0o21) + chr(49) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(0b1011 + 0o47) + chr(0b110010) + chr(2021 - 1972), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\064' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(0b1011 + 0o50) + '\066' + chr(150 - 98), 9405 - 9397), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\062' + '\062', 817 - 809), ehT0Px3KOsy9('\060' + chr(7998 - 7887) + chr(0b101000 + 0o10), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110 + 0o53) + chr(0b110001) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101010 + 0o7) + chr(0b110111) + '\x30', 25592 - 25584), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(0b101110 + 0o5) + chr(734 - 682) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(12090 - 11979) + '\065' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110111) + '\x31', 8), ehT0Px3KOsy9(chr(2002 - 1954) + chr(111) + '\062' + chr(55) + '\x32', 47017 - 47009), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(1726 - 1615) + chr(0b10000 + 0o43) + chr(0b110110) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(551 - 502) + '\x32' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1370 - 1322) + chr(5723 - 5612) + '\x32' + chr(0b110001) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x36' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b11010 + 0o125) + chr(414 - 365) + chr(0b1111 + 0o45) + '\060', 10087 - 10079), ehT0Px3KOsy9(chr(48) + chr(8286 - 8175) + '\x37' + chr(0b110000), 10093 - 10085), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\067' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(0b100010 + 0o20) + chr(0b1100 + 0o47) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1758 - 1705) + chr(0b111 + 0o55), 46922 - 46914), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9(chr(2220 - 2172) + chr(111) + chr(0b110011) + '\067' + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b1 + 0o64) + chr(1878 - 1826), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b10010 + 0o41) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10110 + 0o40) + chr(2747 - 2694), 0o10), ehT0Px3KOsy9(chr(1938 - 1890) + '\157' + chr(1134 - 1083) + '\x34' + chr(0b110010), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b10010 + 0o43) + chr(0b1011 + 0o45), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'F'), chr(0b1100100) + '\x65' + chr(0b11101 + 0o106) + '\157' + chr(5364 - 5264) + chr(0b1100101))('\x75' + chr(0b1101101 + 0o7) + chr(0b1101 + 0o131) + '\055' + chr(0b110011 + 0o5)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Ape7bkptVAWV(ZH6CblBpklA9, nd0OX_BS6_o4, ReLltqR_l0nX=None, vRzmz0NdiQnq=None, wNwoqsSu7ibn=None, XDzOErys1Z_Q=None, _K4jvxEpqBhr=-ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 0o10)):
if wNwoqsSu7ibn is not None:
if ReLltqR_l0nX is not None or vRzmz0NdiQnq is not None:
VS1JLY_1up1Q = [xafqLlk3kkUe(SXOLrMavuUCe(b'E\x0f'), '\144' + chr(0b1100101) + chr(99) + '\157' + chr(4919 - 4819) + chr(101))(chr(7101 - 6984) + '\164' + chr(102) + '\x2d' + chr(2445 - 2389))]
if ReLltqR_l0nX:
xafqLlk3kkUe(VS1JLY_1up1Q, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\x15\xc9\xf1\x8d\xbd'), '\x64' + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1010111 + 0o16))(chr(0b10101 + 0o140) + chr(116) + '\146' + '\055' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'E\x03'), '\144' + chr(0b101001 + 0o74) + chr(9696 - 9597) + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\164' + '\146' + chr(45) + '\070'))
if vRzmz0NdiQnq:
xafqLlk3kkUe(VS1JLY_1up1Q, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\x15\xc9\xf1\x8d\xbd'), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + '\144' + chr(101))('\165' + chr(10305 - 10189) + chr(102) + '\055' + chr(1716 - 1660)))(xafqLlk3kkUe(SXOLrMavuUCe(b'E\x06'), chr(0b11110 + 0o106) + chr(9913 - 9812) + '\143' + '\157' + '\x64' + chr(0b1011100 + 0o11))(chr(0b100101 + 0o120) + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38'))
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06!\xfc\xfa\xad\x9b\x18\xe2)\x90\xb9\xd5'), chr(441 - 341) + chr(0b1100101) + chr(5073 - 4974) + chr(0b100000 + 0o117) + chr(0b111100 + 0o50) + chr(101))(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(1102 - 1046)))(xafqLlk3kkUe(SXOLrMavuUCe(b'!\x0b\xda\xfb\x8e\xa9\x18\xf4\x06\xbc\x9e\xdd\xcd*\xe3\xc6\x81\xbfe \x0c\x97'), chr(0b1100100) + chr(0b1001001 + 0o34) + '\x63' + chr(0b10011 + 0o134) + chr(0b11111 + 0o105) + chr(3262 - 3161))(chr(0b1010110 + 0o37) + chr(116) + chr(0b1000101 + 0o41) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'<\r\xdc\xb4\xce\xbfY\xe1\x01\xba\xd2\x95\x8ek\xf0\xd3\x93\xa7m+\x16\x90]\x99\xdb\x836\xa8\x17\x05H\x88\xfaO\xf4\x8a\x898\x19\xc2\t\x0b\xdd\xb4\x8d\xb6\r\xa0\x0c\xb1\x9f\xc8\x8c?\xf8\xc3\x98\xb7 9\x11\x90F\x99\xce\x996\xa8^\n\x18\x9b\xedK\xe0\x93\x892A\xceH\x12\xd1\xfd\x80\xb1Y\xf3\x07\xb1\x87\xd4\x89k\xe2\xd1\x91\xb1i(\x01\xc4Z\xd1\xdf\xd1 \xe9\x1e\x05\x18\x93\xf1J\xfa\x8c\x81=A\x8b\x07\x0b\x97\xb4\xa6\xb0\r\xe8\n\xac\xd2\xd5\x889\xf6\xc4\xd4\xa6h+X\x82\\\xdc\xcb\x846\xe6\x10\t]\x89\xbfM\xfb\x9a\xcc?Y\x97\x1b\x11\xdc\xe6\x90\xf9\x1d\xe1\x1b\xbf\xd2\xd1\x83?\xfe\x81\x80\xbaen2\xb7a\xf7\xf6\xdc5\xe7\x01\rY\x8e\xebI\xf1\xde\x8a5Y\x87HM\xcb\xf1\x80\xb6\x14\xed\n\xb0\x96\xdd\x89b\xbd\x81\x9b\xa0 ;\x0b\x81\x0e\xd6\xd4\x9d*\xa8\x07\x08]\xda\xb2J\xb5\x9f\x828\x15\xcf\x0bE\xdf\xfd\x8f\xbc\n\xacO\xa9\x9b\xcc\x85$\xe4\xd5\xd4\xa6h+X\x8bZ\xd1\xdf\x83s\xe4\x16\x18Q\x99\xfe@\xb5\x9f\x98(G\x8b\n\x10\xcd\xf1\x90\xf7'), '\x64' + chr(0b110001 + 0o64) + chr(0b100010 + 0o101) + '\157' + chr(6087 - 5987) + chr(0b11001 + 0o114))(chr(0b110100 + 0o101) + chr(0b11 + 0o161) + '\146' + chr(45) + chr(0b111000)))
wNwoqsSu7ibn = Jzw5SxI_iwGO(wNwoqsSu7ibn)
DE0PpUJXL69e = ofUnO0upCeVG.read_jsonl(wNwoqsSu7ibn)
else:
vRzmz0NdiQnq = Jzw5SxI_iwGO(vRzmz0NdiQnq)
ReLltqR_l0nX = Jzw5SxI_iwGO(ReLltqR_l0nX)
if ReLltqR_l0nX is not None and (not xafqLlk3kkUe(ReLltqR_l0nX, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\x1d\xd0\xe7\x97\xaa'), '\144' + '\x65' + chr(99) + '\x6f' + '\x64' + '\145')('\165' + chr(116) + chr(9186 - 9084) + chr(432 - 387) + chr(56)))()):
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\x04\xd0\xf8'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b110 + 0o136) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(7281 - 7179) + chr(45) + chr(263 - 207)))(xafqLlk3kkUe(SXOLrMavuUCe(b'+\x04\xd7\xb3\x97\xf9\x1f\xe9\x01\xba\xd2\xcf\x829\xf5\xd2\xd4\xb4r+\t\x91K\xd7\xd9\x986\xfbS\x06Q\x96\xfa'), chr(100) + '\145' + '\143' + chr(2677 - 2566) + chr(0b1100100) + chr(1127 - 1026))(chr(117) + '\164' + chr(0b1100110) + chr(0b101101) + '\x38'), ReLltqR_l0nX, exits=ehT0Px3KOsy9(chr(858 - 810) + chr(111) + chr(476 - 427), 8))
DE0PpUJXL69e = QQm_QT9P5_4i(ReLltqR_l0nX, vRzmz0NdiQnq)
with xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\n\xd8\xf0\x8a\xb7\x1e'), chr(0b1100100) + '\145' + chr(2834 - 2735) + chr(0b1101111) + '\x64' + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b101101 + 0o13)))(xafqLlk3kkUe(SXOLrMavuUCe(b"+\x17\xdc\xf5\x97\xb0\x17\xe7O\xb3\x9d\xdc\x88'\xbf\x8f\xda"), chr(0b1100100) + chr(0b1100 + 0o131) + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(117) + chr(116) + '\146' + chr(0b101101) + chr(56))):
kG7vGCqDzyIj = CzM4w1RjnmL9(ZH6CblBpklA9, DE0PpUJXL69e)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\n\xd6\xf0'), chr(397 - 297) + '\x65' + '\143' + chr(4446 - 4335) + chr(0b1100100) + '\x65')('\x75' + '\x74' + '\x66' + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b';\x10\xda\xf7\x86\xaa\n\xe6\x1a\xb2\x9e\xc1\xcd(\xe3\xc4\x95\xa6e*X\x89A\xdd\xdf\x9d'), '\144' + chr(101) + '\143' + '\157' + chr(8218 - 8118) + '\x65')('\x75' + chr(116) + chr(102) + chr(45) + chr(2164 - 2108)))
if XDzOErys1Z_Q is not None:
nKISxo1Jtxxh(kG7vGCqDzyIj, XDzOErys1Z_Q, _K4jvxEpqBhr)
KjGD00e1nF2O = c2A0yzQpDQB3(kG7vGCqDzyIj.vocab.vectors)
EdCTaWzQr5n7 = c2A0yzQpDQB3(kG7vGCqDzyIj.mSU6gEqYPk2T)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\n\xd6\xf0'), chr(0b1100100) + chr(0b1110 + 0o127) + '\143' + '\157' + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(10331 - 10229) + chr(45) + chr(0b111000 + 0o0)))(xafqLlk3kkUe(SXOLrMavuUCe(b';\x10\xda\xf1\x90\xaa\x1f\xf5\x03\xb2\x8b\x98\x8e$\xfc\xd1\x9d\xbee*X\x92A\xda\xdb\x93'), chr(100) + chr(0b11 + 0o142) + '\x63' + chr(111) + chr(100) + chr(0b1100001 + 0o4))(chr(9665 - 9548) + chr(116) + chr(0b1110 + 0o130) + '\x2d' + chr(193 - 137)), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\x18\x99\xf1\x8d\xad\x0b\xe9\n\xad\xde\x98\x966\xb1\xd7\x91\xb1t!\n\x97'), chr(4635 - 4535) + chr(0b1100101) + chr(141 - 42) + chr(9459 - 9348) + chr(0b1011110 + 0o6) + '\x65')('\165' + chr(0b1001111 + 0o45) + '\146' + '\055' + chr(1576 - 1520)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\n\xcb\xf9\x82\xad'), chr(0b1100100) + chr(0b1010000 + 0o25) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1001010 + 0o33))(chr(0b1011110 + 0o27) + chr(9925 - 9809) + chr(0b1001110 + 0o30) + '\x2d' + chr(0b111000)))(EdCTaWzQr5n7, KjGD00e1nF2O))
if not xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\x1d\xd0\xe7\x97\xaa'), '\x64' + '\x65' + '\143' + '\157' + chr(8566 - 8466) + chr(7535 - 7434))(chr(117) + chr(0b1110100) + chr(102) + chr(45) + '\x38'))():
xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\x0e\xdd\xfd\x91'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b111000 + 0o55))(chr(6320 - 6203) + '\x74' + chr(7599 - 7497) + '\x2d' + chr(1012 - 956)))()
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\n\xe6\xf0\x8a\xaa\x12'), '\144' + chr(0b10111 + 0o116) + '\x63' + chr(0b1101111) + chr(0b1010 + 0o132) + chr(101))('\x75' + chr(116) + chr(4174 - 4072) + '\x2d' + chr(56)))(nd0OX_BS6_o4)
return kG7vGCqDzyIj
|
explosion/spaCy
|
spacy/cli/init_model.py
|
open_file
|
def open_file(loc):
"""Handle .gz, .tar.gz or unzipped files"""
loc = ensure_path(loc)
if tarfile.is_tarfile(str(loc)):
return tarfile.open(str(loc), "r:gz")
elif loc.parts[-1].endswith("gz"):
return (line.decode("utf8") for line in gzip.open(str(loc), "r"))
elif loc.parts[-1].endswith("zip"):
zip_file = zipfile.ZipFile(str(loc))
names = zip_file.namelist()
file_ = zip_file.open(names[0])
return (line.decode("utf8") for line in file_)
else:
return loc.open("r", encoding="utf8")
|
python
|
def open_file(loc):
"""Handle .gz, .tar.gz or unzipped files"""
loc = ensure_path(loc)
if tarfile.is_tarfile(str(loc)):
return tarfile.open(str(loc), "r:gz")
elif loc.parts[-1].endswith("gz"):
return (line.decode("utf8") for line in gzip.open(str(loc), "r"))
elif loc.parts[-1].endswith("zip"):
zip_file = zipfile.ZipFile(str(loc))
names = zip_file.namelist()
file_ = zip_file.open(names[0])
return (line.decode("utf8") for line in file_)
else:
return loc.open("r", encoding="utf8")
|
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"(",
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",",
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"\"utf8\"",
")"
] |
Handle .gz, .tar.gz or unzipped files
|
[
"Handle",
".",
"gz",
".",
"tar",
".",
"gz",
"or",
"unzipped",
"files"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/init_model.py#L94-L107
|
train
|
Handle. gz tar. gz or unzipped files
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + '\061' + '\065' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(2362 - 2313) + chr(0b1100 + 0o51), 10877 - 10869), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\x32' + chr(2069 - 2015), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(1858 - 1810) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1147 - 1098) + '\x30' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b10011 + 0o40) + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2558 - 2507) + chr(165 - 114) + chr(0b0 + 0o63), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1101 + 0o46) + chr(2152 - 2103) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(946 - 895) + chr(0b110000) + chr(128 - 80), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(0b110000) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b1011 + 0o46) + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(50) + chr(0b110001) + chr(1426 - 1372), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100110 + 0o15) + chr(0b11001 + 0o36) + chr(1351 - 1300), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(53) + chr(51), 29138 - 29130), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x30' + chr(0b11101 + 0o24), 35197 - 35189), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1010 + 0o47) + '\067' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(911 - 860) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9325 - 9214) + chr(51) + '\x33' + chr(53), 0b1000), ehT0Px3KOsy9(chr(582 - 534) + chr(111) + chr(1020 - 966) + chr(0b1110 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100010 + 0o15) + '\x31' + chr(0b10110 + 0o37) + chr(0b101010 + 0o15), 0o10), ehT0Px3KOsy9('\060' + chr(7636 - 7525) + chr(0b110001) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + chr(1113 - 1062) + chr(1306 - 1256) + '\065', 15912 - 15904), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(503 - 452), 39180 - 39172), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(1786 - 1735) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(50) + chr(1433 - 1384), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\065' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + '\064' + chr(48), 179 - 171), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b111001 + 0o66) + chr(0b100000 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100110 + 0o14) + chr(0b101101 + 0o11) + '\066', 42501 - 42493), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b1000 + 0o57) + chr(48), 38279 - 38271), ehT0Px3KOsy9(chr(68 - 20) + chr(0b1101 + 0o142) + chr(0b110011) + chr(0b110001) + chr(2223 - 2169), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b100011 + 0o21) + chr(1624 - 1572), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(3494 - 3383) + chr(0b11100 + 0o27) + chr(1253 - 1202) + chr(0b110001), 32037 - 32029), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(1180 - 1125) + '\x36', 33151 - 33143), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + chr(0b0 + 0o63) + chr(2155 - 2101) + '\x31', 0o10), ehT0Px3KOsy9(chr(1565 - 1517) + chr(2360 - 2249) + '\x31' + chr(1568 - 1519) + '\x30', 55049 - 55041), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110100 + 0o2), 11751 - 11743), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2481 - 2431) + chr(0b10111 + 0o32) + chr(2237 - 2186), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110101) + chr(0b1101 + 0o51), 33467 - 33459), ehT0Px3KOsy9(chr(48) + chr(11496 - 11385) + chr(0b110010) + chr(52) + chr(2289 - 2237), 62690 - 62682)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + chr(0b110101) + chr(0b1100 + 0o44), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'D'), '\144' + chr(0b101101 + 0o70) + chr(0b1001111 + 0o24) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b110010 + 0o103) + chr(0b101101 + 0o107) + '\146' + chr(829 - 784) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KRuylbtr89b_(MmVY7Id_ODNA):
MmVY7Id_ODNA = Jzw5SxI_iwGO(MmVY7Id_ODNA)
if xafqLlk3kkUe(RxqDt8LqC5Ns, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03>\t\xb4#\xe8\xbd\xa4\xac&'), '\x64' + chr(0b1100101) + chr(2505 - 2406) + chr(7284 - 7173) + chr(100) + chr(101))('\x75' + chr(0b11100 + 0o130) + chr(0b1101 + 0o131) + chr(0b1101 + 0o40) + chr(120 - 64)))(M8_cKLkHVB2V(MmVY7Id_ODNA)):
return xafqLlk3kkUe(RxqDt8LqC5Ns, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05=3\xae'), chr(100) + chr(3894 - 3793) + '\143' + chr(0b1100100 + 0o13) + '\144' + chr(8905 - 8804))(chr(3248 - 3131) + chr(0b1100111 + 0o15) + chr(2097 - 1995) + chr(0b101101) + chr(56)))(M8_cKLkHVB2V(MmVY7Id_ODNA), xafqLlk3kkUe(SXOLrMavuUCe(b'\x18w1\xba'), chr(0b0 + 0o144) + '\x65' + chr(7860 - 7761) + chr(10647 - 10536) + '\x64' + chr(0b1100101))('\x75' + '\164' + chr(102) + '\x2d' + chr(0b10111 + 0o41)))
elif xafqLlk3kkUe(MmVY7Id_ODNA.parts[-ehT0Px3KOsy9(chr(48) + chr(0b101010 + 0o105) + chr(49), 0o10)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f#2\xb35\xf3\xaf\xa5'), '\144' + '\145' + chr(0b1100011) + chr(111) + chr(7198 - 7098) + '\145')(chr(0b1110101) + chr(0b1100010 + 0o22) + chr(0b1100000 + 0o6) + '\055' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\r7'), chr(9788 - 9688) + chr(101) + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(8910 - 8793) + chr(0b101001 + 0o113) + chr(0b111011 + 0o53) + chr(0b101101) + chr(56))):
return (xafqLlk3kkUe(LycYkDpyelF6, chr(0b1100100) + '\x65' + '\143' + chr(111) + chr(0b100010 + 0o102) + chr(0b1100101))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f90\xf8'), '\144' + '\145' + chr(99) + chr(0b1010001 + 0o36) + chr(0b10011 + 0o121) + chr(0b1010100 + 0o21))(chr(7978 - 7861) + chr(0b1011011 + 0o31) + chr(5776 - 5674) + chr(45) + '\x38')) for LycYkDpyelF6 in xafqLlk3kkUe(Sl9BQg7umixy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05=3\xae'), '\x64' + chr(101) + chr(8023 - 7924) + chr(0b1101111) + '\x64' + chr(9958 - 9857))(chr(117) + chr(8148 - 8032) + '\x66' + chr(0b100000 + 0o15) + chr(0b111000)))(M8_cKLkHVB2V(MmVY7Id_ODNA), xafqLlk3kkUe(SXOLrMavuUCe(b'\x18'), chr(0b1100100) + '\x65' + chr(0b1011100 + 0o7) + chr(1523 - 1412) + chr(0b1100100) + chr(3813 - 3712))(chr(0b1110101) + chr(116) + '\x66' + chr(1975 - 1930) + '\070')))
elif xafqLlk3kkUe(MmVY7Id_ODNA.parts[-ehT0Px3KOsy9('\060' + chr(7651 - 7540) + chr(0b101010 + 0o7), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f#2\xb35\xf3\xaf\xa5'), chr(100) + '\145' + '\143' + chr(0b1101111) + chr(100) + chr(0b1001001 + 0o34))('\165' + chr(1571 - 1455) + '\146' + chr(0b100010 + 0o13) + chr(1197 - 1141)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x10$&'), '\144' + chr(101) + '\143' + '\x6f' + '\144' + chr(101))(chr(0b1100111 + 0o16) + chr(6736 - 6620) + chr(4254 - 4152) + chr(0b101101) + chr(0b111000))):
ZitL2Q0fwnRJ = PFu838VwaBva.ZipFile(M8_cKLkHVB2V(MmVY7Id_ODNA))
OcnR1hZ7pGdr = ZitL2Q0fwnRJ.namelist()
vOFiaE6LRkQi = ZitL2Q0fwnRJ.open(OcnR1hZ7pGdr[ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1100 + 0o44), ord("\x08"))])
return (xafqLlk3kkUe(LycYkDpyelF6, chr(100) + chr(3748 - 3647) + '\143' + '\x6f' + '\x64' + chr(101))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f90\xf8'), '\x64' + chr(0b1100010 + 0o3) + chr(2734 - 2635) + '\157' + '\144' + chr(0b1100101))('\x75' + '\x74' + chr(102) + '\055' + chr(1408 - 1352))) for LycYkDpyelF6 in vOFiaE6LRkQi)
else:
return xafqLlk3kkUe(MmVY7Id_ODNA, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05=3\xae'), chr(0b1100100) + '\x65' + chr(99) + chr(111) + chr(0b11111 + 0o105) + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + '\055' + chr(1111 - 1055)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x18'), '\x64' + chr(0b110111 + 0o56) + '\143' + chr(3776 - 3665) + '\144' + chr(1188 - 1087))(chr(4196 - 4079) + chr(9564 - 9448) + '\x66' + chr(0b1111 + 0o36) + chr(0b111000)), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f90\xf8'), '\144' + chr(3020 - 2919) + '\x63' + '\x6f' + chr(0b1100100) + chr(2610 - 2509))('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)))
|
explosion/spaCy
|
examples/training/train_ner.py
|
main
|
def main(model=None, output_dir=None, n_iter=100):
"""Load the model, set up the pipeline and train the entity recognizer."""
if model is not None:
nlp = spacy.load(model) # load existing spaCy model
print("Loaded model '%s'" % model)
else:
nlp = spacy.blank("en") # create blank Language class
print("Created blank 'en' model")
# create the built-in pipeline components and add them to the pipeline
# nlp.create_pipe works for built-ins that are registered with spaCy
if "ner" not in nlp.pipe_names:
ner = nlp.create_pipe("ner")
nlp.add_pipe(ner, last=True)
# otherwise, get it so we can add labels
else:
ner = nlp.get_pipe("ner")
# add labels
for _, annotations in TRAIN_DATA:
for ent in annotations.get("entities"):
ner.add_label(ent[2])
# get names of other pipes to disable them during training
other_pipes = [pipe for pipe in nlp.pipe_names if pipe != "ner"]
with nlp.disable_pipes(*other_pipes): # only train NER
# reset and initialize the weights randomly – but only if we're
# training a new model
if model is None:
nlp.begin_training()
for itn in range(n_iter):
random.shuffle(TRAIN_DATA)
losses = {}
# batch up the examples using spaCy's minibatch
batches = minibatch(TRAIN_DATA, size=compounding(4.0, 32.0, 1.001))
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(
texts, # batch of texts
annotations, # batch of annotations
drop=0.5, # dropout - make it harder to memorise data
losses=losses,
)
print("Losses", losses)
# test the trained model
for text, _ in TRAIN_DATA:
doc = nlp(text)
print("Entities", [(ent.text, ent.label_) for ent in doc.ents])
print("Tokens", [(t.text, t.ent_type_, t.ent_iob) for t in doc])
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the saved model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
for text, _ in TRAIN_DATA:
doc = nlp2(text)
print("Entities", [(ent.text, ent.label_) for ent in doc.ents])
print("Tokens", [(t.text, t.ent_type_, t.ent_iob) for t in doc])
|
python
|
def main(model=None, output_dir=None, n_iter=100):
"""Load the model, set up the pipeline and train the entity recognizer."""
if model is not None:
nlp = spacy.load(model) # load existing spaCy model
print("Loaded model '%s'" % model)
else:
nlp = spacy.blank("en") # create blank Language class
print("Created blank 'en' model")
# create the built-in pipeline components and add them to the pipeline
# nlp.create_pipe works for built-ins that are registered with spaCy
if "ner" not in nlp.pipe_names:
ner = nlp.create_pipe("ner")
nlp.add_pipe(ner, last=True)
# otherwise, get it so we can add labels
else:
ner = nlp.get_pipe("ner")
# add labels
for _, annotations in TRAIN_DATA:
for ent in annotations.get("entities"):
ner.add_label(ent[2])
# get names of other pipes to disable them during training
other_pipes = [pipe for pipe in nlp.pipe_names if pipe != "ner"]
with nlp.disable_pipes(*other_pipes): # only train NER
# reset and initialize the weights randomly – but only if we're
# training a new model
if model is None:
nlp.begin_training()
for itn in range(n_iter):
random.shuffle(TRAIN_DATA)
losses = {}
# batch up the examples using spaCy's minibatch
batches = minibatch(TRAIN_DATA, size=compounding(4.0, 32.0, 1.001))
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(
texts, # batch of texts
annotations, # batch of annotations
drop=0.5, # dropout - make it harder to memorise data
losses=losses,
)
print("Losses", losses)
# test the trained model
for text, _ in TRAIN_DATA:
doc = nlp(text)
print("Entities", [(ent.text, ent.label_) for ent in doc.ents])
print("Tokens", [(t.text, t.ent_type_, t.ent_iob) for t in doc])
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the saved model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
for text, _ in TRAIN_DATA:
doc = nlp2(text)
print("Entities", [(ent.text, ent.label_) for ent in doc.ents])
print("Tokens", [(t.text, t.ent_type_, t.ent_iob) for t in doc])
|
[
"def",
"main",
"(",
"model",
"=",
"None",
",",
"output_dir",
"=",
"None",
",",
"n_iter",
"=",
"100",
")",
":",
"if",
"model",
"is",
"not",
"None",
":",
"nlp",
"=",
"spacy",
".",
"load",
"(",
"model",
")",
"# load existing spaCy model",
"print",
"(",
"\"Loaded model '%s'\"",
"%",
"model",
")",
"else",
":",
"nlp",
"=",
"spacy",
".",
"blank",
"(",
"\"en\"",
")",
"# create blank Language class",
"print",
"(",
"\"Created blank 'en' model\"",
")",
"# create the built-in pipeline components and add them to the pipeline",
"# nlp.create_pipe works for built-ins that are registered with spaCy",
"if",
"\"ner\"",
"not",
"in",
"nlp",
".",
"pipe_names",
":",
"ner",
"=",
"nlp",
".",
"create_pipe",
"(",
"\"ner\"",
")",
"nlp",
".",
"add_pipe",
"(",
"ner",
",",
"last",
"=",
"True",
")",
"# otherwise, get it so we can add labels",
"else",
":",
"ner",
"=",
"nlp",
".",
"get_pipe",
"(",
"\"ner\"",
")",
"# add labels",
"for",
"_",
",",
"annotations",
"in",
"TRAIN_DATA",
":",
"for",
"ent",
"in",
"annotations",
".",
"get",
"(",
"\"entities\"",
")",
":",
"ner",
".",
"add_label",
"(",
"ent",
"[",
"2",
"]",
")",
"# get names of other pipes to disable them during training",
"other_pipes",
"=",
"[",
"pipe",
"for",
"pipe",
"in",
"nlp",
".",
"pipe_names",
"if",
"pipe",
"!=",
"\"ner\"",
"]",
"with",
"nlp",
".",
"disable_pipes",
"(",
"*",
"other_pipes",
")",
":",
"# only train NER",
"# reset and initialize the weights randomly – but only if we're",
"# training a new model",
"if",
"model",
"is",
"None",
":",
"nlp",
".",
"begin_training",
"(",
")",
"for",
"itn",
"in",
"range",
"(",
"n_iter",
")",
":",
"random",
".",
"shuffle",
"(",
"TRAIN_DATA",
")",
"losses",
"=",
"{",
"}",
"# batch up the examples using spaCy's minibatch",
"batches",
"=",
"minibatch",
"(",
"TRAIN_DATA",
",",
"size",
"=",
"compounding",
"(",
"4.0",
",",
"32.0",
",",
"1.001",
")",
")",
"for",
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"in",
"batches",
":",
"texts",
",",
"annotations",
"=",
"zip",
"(",
"*",
"batch",
")",
"nlp",
".",
"update",
"(",
"texts",
",",
"# batch of texts",
"annotations",
",",
"# batch of annotations",
"drop",
"=",
"0.5",
",",
"# dropout - make it harder to memorise data",
"losses",
"=",
"losses",
",",
")",
"print",
"(",
"\"Losses\"",
",",
"losses",
")",
"# test the trained model",
"for",
"text",
",",
"_",
"in",
"TRAIN_DATA",
":",
"doc",
"=",
"nlp",
"(",
"text",
")",
"print",
"(",
"\"Entities\"",
",",
"[",
"(",
"ent",
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"text",
",",
"ent",
".",
"label_",
")",
"for",
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"]",
")",
"print",
"(",
"\"Tokens\"",
",",
"[",
"(",
"t",
".",
"text",
",",
"t",
".",
"ent_type_",
",",
"t",
".",
"ent_iob",
")",
"for",
"t",
"in",
"doc",
"]",
")",
"# save model to output directory",
"if",
"output_dir",
"is",
"not",
"None",
":",
"output_dir",
"=",
"Path",
"(",
"output_dir",
")",
"if",
"not",
"output_dir",
".",
"exists",
"(",
")",
":",
"output_dir",
".",
"mkdir",
"(",
")",
"nlp",
".",
"to_disk",
"(",
"output_dir",
")",
"print",
"(",
"\"Saved model to\"",
",",
"output_dir",
")",
"# test the saved model",
"print",
"(",
"\"Loading from\"",
",",
"output_dir",
")",
"nlp2",
"=",
"spacy",
".",
"load",
"(",
"output_dir",
")",
"for",
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",",
"_",
"in",
"TRAIN_DATA",
":",
"doc",
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"(",
"text",
")",
"print",
"(",
"\"Entities\"",
",",
"[",
"(",
"ent",
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"text",
",",
"ent",
".",
"label_",
")",
"for",
"ent",
"in",
"doc",
".",
"ents",
"]",
")",
"print",
"(",
"\"Tokens\"",
",",
"[",
"(",
"t",
".",
"text",
",",
"t",
".",
"ent_type_",
",",
"t",
".",
"ent_iob",
")",
"for",
"t",
"in",
"doc",
"]",
")"
] |
Load the model, set up the pipeline and train the entity recognizer.
|
[
"Load",
"the",
"model",
"set",
"up",
"the",
"pipeline",
"and",
"train",
"the",
"entity",
"recognizer",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/examples/training/train_ner.py#L34-L99
|
train
|
Load the model set up the pipeline and train the entity recognizer.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b11100 + 0o123) + chr(627 - 574) + '\x34', 24481 - 24473), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(6898 - 6787) + '\x31' + chr(0b110011) + chr(2314 - 2263), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110010) + '\066' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110101) + chr(1106 - 1057), 0b1000), ehT0Px3KOsy9('\x30' + chr(352 - 241) + chr(0b110001) + '\060' + chr(0b1 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + chr(913 - 862) + chr(2000 - 1952) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(52) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110001) + '\x32', 0o10), ehT0Px3KOsy9(chr(264 - 216) + '\x6f' + '\064' + chr(51), 0o10), ehT0Px3KOsy9(chr(719 - 671) + chr(5971 - 5860) + '\x33' + '\067' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(2219 - 2168) + chr(1889 - 1836) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b10110 + 0o33) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10 + 0o60) + chr(51) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x33' + '\x33', 11339 - 11331), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x37' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + '\x33' + '\x33' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(2119 - 2065) + chr(1842 - 1787), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b1010 + 0o50) + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(1839 - 1791) + chr(412 - 301) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(49) + chr(0b0 + 0o61) + chr(0b101111 + 0o5), 5895 - 5887), ehT0Px3KOsy9(chr(478 - 430) + chr(0b1101111) + chr(0b110010) + chr(305 - 254) + '\x36', 8), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\x31' + chr(96 - 48) + '\063', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110100) + '\065', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(806 - 757) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + chr(0b110001) + chr(0b110011) + chr(49), 8273 - 8265), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + chr(0b10001 + 0o42) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(51) + chr(48) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b101 + 0o56) + chr(0b101010 + 0o12), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + chr(50) + chr(2246 - 2195) + '\066', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(54) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + '\x33' + chr(0b110111) + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(952 - 897) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(1950 - 1839) + chr(487 - 436) + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b11110 + 0o27), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + '\x31' + chr(48) + chr(1325 - 1272), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b111 + 0o55), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(11465 - 11354) + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + chr(0b101011 + 0o6) + chr(50) + '\x37', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(2293 - 2245), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02'), chr(2984 - 2884) + '\145' + chr(0b1010 + 0o131) + chr(10696 - 10585) + chr(4833 - 4733) + chr(5854 - 5753))(chr(0b1011111 + 0o26) + '\x74' + chr(0b1100110) + chr(45) + chr(0b101010 + 0o16)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PGNrezus7XpS(FK0vqzZ5gPN6=None, nd0OX_BS6_o4=None, PG8bMXxBIdYl=ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11010 + 0o27) + chr(1104 - 1052) + chr(52), 3270 - 3262)):
if FK0vqzZ5gPN6 is not None:
kG7vGCqDzyIj = a6blCBREFVAY.mxtdQMeiwJZJ(FK0vqzZ5gPN6)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'`4\xd5\r&\xa4@\xe7L\x9d\x8b\xa1\xbe\xfc\x1c\xad\xd0'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b100101 + 0o112) + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + chr(0b111 + 0o137) + chr(0b101101) + chr(0b111000)) % FK0vqzZ5gPN6)
else:
kG7vGCqDzyIj = a6blCBREFVAY.blank(xafqLlk3kkUe(SXOLrMavuUCe(b'I5'), chr(0b100100 + 0o100) + '\145' + chr(99) + chr(111) + chr(100) + '\145')(chr(13138 - 13021) + '\x74' + chr(2945 - 2843) + '\055' + '\x38'))
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"o)\xd1\x087\xa5\x04\xaaA\x95\x8f\xa3\xf5\xfb\x1e\xbb\x99\x83&!\xf1'@s"), '\144' + '\145' + chr(6913 - 6814) + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(5353 - 5251) + '\x2d' + chr(0b1101 + 0o53)))
if xafqLlk3kkUe(SXOLrMavuUCe(b'B>\xc6'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(1040 - 929) + chr(0b10111 + 0o115) + '\145')('\165' + chr(116) + chr(102) + '\x2d' + chr(952 - 896)) not in xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\\2\xc4\x0c\x1c\xae\x01\xe7F\x8a'), '\144' + '\x65' + chr(99) + '\x6f' + '\x64' + chr(101))('\165' + chr(0b101111 + 0o105) + '\146' + '\x2d' + chr(0b1011 + 0o55))):
Xcd3jfe3AGUh = kG7vGCqDzyIj.create_pipe(xafqLlk3kkUe(SXOLrMavuUCe(b'B>\xc6'), chr(0b1100100) + chr(101) + chr(3290 - 3191) + chr(111) + chr(100) + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(1569 - 1524) + chr(56)))
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'M?\xd063\xa9\x10\xef'), chr(100) + chr(101) + '\143' + '\x6f' + chr(0b1100100) + chr(101))('\165' + '\x74' + chr(0b1100110) + chr(124 - 79) + chr(402 - 346)))(Xcd3jfe3AGUh, last=ehT0Px3KOsy9(chr(1719 - 1671) + chr(111) + chr(0b110001), 13485 - 13477))
else:
Xcd3jfe3AGUh = kG7vGCqDzyIj.get_pipe(xafqLlk3kkUe(SXOLrMavuUCe(b'B>\xc6'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(100) + chr(2257 - 2156))('\x75' + chr(0b111010 + 0o72) + chr(0b1100110) + chr(45) + chr(0b111000)))
for (VNGQdHSFPrso, zvbVkvaN64xd) in XaACptEOGygg:
for trP5vELSlQ4f in xafqLlk3kkUe(zvbVkvaN64xd, xafqLlk3kkUe(SXOLrMavuUCe(b'K>\xc0'), chr(0b1100100) + chr(1834 - 1733) + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(117) + '\x74' + chr(2053 - 1951) + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'I5\xc0\x007\xa9\x05\xf9'), chr(100) + chr(7335 - 7234) + chr(99) + chr(0b101000 + 0o107) + '\144' + chr(0b1100101))(chr(117) + chr(0b1011011 + 0o31) + chr(0b1100110) + chr(0b101101) + chr(0b11001 + 0o37))):
xafqLlk3kkUe(Xcd3jfe3AGUh, xafqLlk3kkUe(SXOLrMavuUCe(b'M?\xd06/\xa1\x02\xefO'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1000110 + 0o51) + chr(0b1100100) + chr(4972 - 4871))(chr(9509 - 9392) + '\164' + chr(3517 - 3415) + chr(727 - 682) + chr(349 - 293)))(trP5vELSlQ4f[ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + '\x32', ord("\x08"))])
hnE7WWRpm9sI = [kq7zgg5YgjkF for kq7zgg5YgjkF in kG7vGCqDzyIj.pipe_names if kq7zgg5YgjkF != xafqLlk3kkUe(SXOLrMavuUCe(b'B>\xc6'), '\x64' + chr(101) + chr(99) + chr(0b1101111) + chr(4720 - 4620) + chr(101))(chr(0b1110101) + '\x74' + chr(5842 - 5740) + chr(45) + chr(56))]
with xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'H2\xc7\x08!\xac\x05\xd5S\x90\x9e\xa8\xed'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(0b11001 + 0o114))('\x75' + chr(116) + chr(102) + chr(45) + '\x38'))(*hnE7WWRpm9sI):
if FK0vqzZ5gPN6 is None:
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'N>\xd3\x00-\x9f\x14\xf8B\x90\x80\xa4\xf0\xbc'), chr(4447 - 4347) + chr(0b1100010 + 0o3) + '\143' + chr(111) + '\144' + '\145')(chr(13608 - 13491) + '\x74' + chr(1440 - 1338) + '\x2d' + chr(0b111000)))()
for JU3QmgBu75wO in vQr8gNKaIaWE(PG8bMXxBIdYl):
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'_3\xc1\x0f%\xac\x05'), chr(2698 - 2598) + '\145' + chr(99) + chr(7322 - 7211) + '\144' + '\x65')('\x75' + chr(0b1110100) + '\x66' + chr(45) + '\070'))(XaACptEOGygg)
eJKWkHA7qzlZ = {}
_MNJVZv45jZi = no6u5iL4aVnK(XaACptEOGygg, size=Y0EsDLZvkG6q(4.0, 32.0, 1.001))
for dNwAahu8tvoY in _MNJVZv45jZi:
(qEEOZdZZaFyI, zvbVkvaN64xd) = pZ0NK2y6HRbn(*dNwAahu8tvoY)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'v/\xf5,*\x8e*\xe4Z\xcd\x8b\xfd'), chr(0b1 + 0o143) + '\145' + '\x63' + chr(10912 - 10801) + chr(0b100111 + 0o75) + chr(8404 - 8303))('\x75' + chr(0b1110100) + chr(0b1011000 + 0o16) + chr(1855 - 1810) + chr(0b101011 + 0o15)))(qEEOZdZZaFyI, zvbVkvaN64xd, drop=0.5, losses=eJKWkHA7qzlZ)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'`4\xc7\x1a&\xb3'), chr(0b1100100) + '\x65' + chr(0b1110 + 0o125) + chr(0b111010 + 0o65) + '\144' + '\x65')('\x75' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b100110 + 0o22)), eJKWkHA7qzlZ)
for (Ah1rInvg48Hb, VNGQdHSFPrso) in XaACptEOGygg:
JCpEgna6NeKD = kG7vGCqDzyIj(Ah1rInvg48Hb)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'i5\xc0\x007\xa9\x05\xf9'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(11321 - 11210) + chr(4909 - 4809) + '\x65')('\165' + chr(116) + chr(0b1001001 + 0o35) + '\x2d' + chr(0b111 + 0o61)), [(xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'm3\x85\x1b\n\xae\x16\xed\x17\xc1\xa6\xaf'), chr(0b100001 + 0o103) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1 + 0o144))(chr(8511 - 8394) + chr(0b1110100) + chr(0b11010 + 0o114) + '\x2d' + chr(0b111000))), xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'@:\xd6\x0c/\x9f'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(156 - 45) + chr(0b111 + 0o135) + '\x65')(chr(10968 - 10851) + '\164' + '\146' + '\055' + chr(56)))) for trP5vELSlQ4f in xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'I5\xc0\x1a'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + chr(0b111101 + 0o47) + chr(0b1100101))(chr(1353 - 1236) + chr(0b1011110 + 0o26) + chr(102) + '\055' + chr(0b111000)))])
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'x4\xdf\x0c-\xb3'), chr(100) + chr(0b100111 + 0o76) + '\x63' + chr(2288 - 2177) + chr(0b1011100 + 0o10) + chr(0b1100101))('\x75' + '\164' + '\146' + '\055' + chr(56)), [(xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'm3\x85\x1b\n\xae\x16\xed\x17\xc1\xa6\xaf'), chr(0b101110 + 0o66) + '\x65' + chr(6313 - 6214) + chr(11168 - 11057) + chr(0b110 + 0o136) + chr(0b1100101))(chr(117) + '\x74' + chr(2949 - 2847) + '\055' + chr(0b111000))), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'I5\xc067\xb9\x10\xef|'), chr(0b1100100) + '\x65' + chr(2574 - 2475) + chr(1982 - 1871) + chr(9781 - 9681) + chr(0b1100101))(chr(8972 - 8855) + '\164' + '\x66' + chr(0b101101) + chr(0b110000 + 0o10))), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'I5\xc06*\xaf\x02'), chr(9608 - 9508) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(4052 - 3935) + chr(116) + chr(102) + chr(0b101101) + chr(56)))) for YeT3l7JgTbWR in JCpEgna6NeKD])
if nd0OX_BS6_o4 is not None:
nd0OX_BS6_o4 = HiPOQr0Cdorg(nd0OX_BS6_o4)
if not xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'I#\xdd\x1a7\xb3'), chr(0b1100100) + chr(101) + chr(6043 - 5944) + '\x6f' + chr(0b1100100) + chr(9439 - 9338))(chr(7506 - 7389) + chr(0b1110100) + chr(0b1100110) + chr(0b1010 + 0o43) + chr(814 - 758)))():
xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'A0\xd0\x001'), chr(1890 - 1790) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(116) + '\x66' + '\x2d' + chr(0b111000)))()
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'X4\xeb\r*\xb3\x0b'), chr(9576 - 9476) + chr(0b1100101) + chr(99) + chr(11541 - 11430) + chr(100) + chr(0b1100101))(chr(0b111111 + 0o66) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b110010 + 0o6)))(nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"\x7f:\xc2\x0c'\xe0\r\xe5G\x9c\x82\xed\xea\xb4"), '\144' + chr(101) + chr(8045 - 7946) + '\157' + chr(7008 - 6908) + '\145')(chr(117) + chr(0b1110100) + '\146' + '\x2d' + '\070'), nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'`4\xd5\r*\xae\x07\xaaE\x8b\x81\xa0'), '\144' + '\145' + chr(8800 - 8701) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1000110 + 0o57) + chr(0b1010100 + 0o40) + '\146' + '\055' + '\070'), nd0OX_BS6_o4)
k1M8EfNJsR9B = a6blCBREFVAY.mxtdQMeiwJZJ(nd0OX_BS6_o4)
for (Ah1rInvg48Hb, VNGQdHSFPrso) in XaACptEOGygg:
JCpEgna6NeKD = k1M8EfNJsR9B(Ah1rInvg48Hb)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'i5\xc0\x007\xa9\x05\xf9'), chr(1266 - 1166) + chr(0b1100101) + chr(0b1010100 + 0o17) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\164' + chr(7248 - 7146) + chr(373 - 328) + '\070'), [(xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'm3\x85\x1b\n\xae\x16\xed\x17\xc1\xa6\xaf'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(1722 - 1622) + chr(9759 - 9658))(chr(184 - 67) + chr(0b100111 + 0o115) + '\146' + chr(45) + chr(56))), xafqLlk3kkUe(trP5vELSlQ4f, xafqLlk3kkUe(SXOLrMavuUCe(b'@:\xd6\x0c/\x9f'), chr(0b1100100) + chr(0b100111 + 0o76) + '\143' + '\x6f' + chr(9399 - 9299) + '\145')(chr(3824 - 3707) + chr(116) + '\x66' + chr(1200 - 1155) + '\070'))) for trP5vELSlQ4f in xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'I5\xc0\x1a'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b100011 + 0o114) + chr(100) + chr(0b1100101))('\165' + chr(0b1100000 + 0o24) + chr(0b1100110) + '\055' + chr(0b100011 + 0o25)))])
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'x4\xdf\x0c-\xb3'), chr(6937 - 6837) + '\145' + chr(0b11110 + 0o105) + chr(0b1101111) + '\x64' + chr(0b111010 + 0o53))('\165' + '\164' + chr(0b1010011 + 0o23) + chr(45) + chr(2067 - 2011)), [(xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'm3\x85\x1b\n\xae\x16\xed\x17\xc1\xa6\xaf'), '\x64' + chr(4911 - 4810) + chr(99) + chr(0b1101111) + '\x64' + chr(0b10000 + 0o125))(chr(0b110100 + 0o101) + chr(116) + chr(102) + '\055' + chr(849 - 793))), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'I5\xc067\xb9\x10\xef|'), chr(1473 - 1373) + '\x65' + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(0b11101 + 0o127) + chr(4072 - 3970) + chr(0b11010 + 0o23) + chr(0b11100 + 0o34))), xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'I5\xc06*\xaf\x02'), chr(0b1001101 + 0o27) + chr(4169 - 4068) + chr(99) + chr(11032 - 10921) + '\144' + chr(0b110110 + 0o57))('\165' + chr(0b1100 + 0o150) + '\x66' + chr(355 - 310) + chr(1021 - 965)))) for YeT3l7JgTbWR in JCpEgna6NeKD])
|
explosion/spaCy
|
spacy/cli/pretrain.py
|
pretrain
|
def pretrain(
texts_loc,
vectors_model,
output_dir,
width=96,
depth=4,
embed_rows=2000,
loss_func="cosine",
use_vectors=False,
dropout=0.2,
n_iter=1000,
batch_size=3000,
max_length=500,
min_length=5,
seed=0,
n_save_every=None,
):
"""
Pre-train the 'token-to-vector' (tok2vec) layer of pipeline components,
using an approximate language-modelling objective. Specifically, we load
pre-trained vectors, and train a component like a CNN, BiLSTM, etc to predict
vectors which match the pre-trained ones. The weights are saved to a directory
after each epoch. You can then pass a path to one of these pre-trained weights
files to the 'spacy train' command.
This technique may be especially helpful if you have little labelled data.
However, it's still quite experimental, so your mileage may vary.
To load the weights back in during 'spacy train', you need to ensure
all settings are the same between pretraining and training. The API and
errors around this need some improvement.
"""
config = dict(locals())
msg = Printer()
util.fix_random_seed(seed)
has_gpu = prefer_gpu()
msg.info("Using GPU" if has_gpu else "Not using GPU")
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
msg.good("Created output directory")
srsly.write_json(output_dir / "config.json", config)
msg.good("Saved settings to config.json")
# Load texts from file or stdin
if texts_loc != "-": # reading from a file
texts_loc = Path(texts_loc)
if not texts_loc.exists():
msg.fail("Input text file doesn't exist", texts_loc, exits=1)
with msg.loading("Loading input texts..."):
texts = list(srsly.read_jsonl(texts_loc))
msg.good("Loaded input texts")
random.shuffle(texts)
else: # reading from stdin
msg.text("Reading input text from stdin...")
texts = srsly.read_jsonl("-")
with msg.loading("Loading model '{}'...".format(vectors_model)):
nlp = util.load_model(vectors_model)
msg.good("Loaded model '{}'".format(vectors_model))
pretrained_vectors = None if not use_vectors else nlp.vocab.vectors.name
model = create_pretraining_model(
nlp,
Tok2Vec(
width,
embed_rows,
conv_depth=depth,
pretrained_vectors=pretrained_vectors,
bilstm_depth=0, # Requires PyTorch. Experimental.
cnn_maxout_pieces=3, # You can try setting this higher
subword_features=True, # Set to False for Chinese etc
),
)
optimizer = create_default_optimizer(model.ops)
tracker = ProgressTracker(frequency=10000)
msg.divider("Pre-training tok2vec layer")
row_settings = {"widths": (3, 10, 10, 6, 4), "aligns": ("r", "r", "r", "r", "r")}
msg.row(("#", "# Words", "Total Loss", "Loss", "w/s"), **row_settings)
def _save_model(epoch, is_temp=False):
is_temp_str = ".temp" if is_temp else ""
with model.use_params(optimizer.averages):
with (output_dir / ("model%d%s.bin" % (epoch, is_temp_str))).open(
"wb"
) as file_:
file_.write(model.tok2vec.to_bytes())
log = {
"nr_word": tracker.nr_word,
"loss": tracker.loss,
"epoch_loss": tracker.epoch_loss,
"epoch": epoch,
}
with (output_dir / "log.jsonl").open("a") as file_:
file_.write(srsly.json_dumps(log) + "\n")
for epoch in range(n_iter):
for batch_id, batch in enumerate(
util.minibatch_by_words(((text, None) for text in texts), size=batch_size)
):
docs = make_docs(
nlp,
[text for (text, _) in batch],
max_length=max_length,
min_length=min_length,
)
loss = make_update(
model, docs, optimizer, objective=loss_func, drop=dropout
)
progress = tracker.update(epoch, loss, docs)
if progress:
msg.row(progress, **row_settings)
if texts_loc == "-" and tracker.words_per_epoch[epoch] >= 10 ** 7:
break
if n_save_every and (batch_id % n_save_every == 0):
_save_model(epoch, is_temp=True)
_save_model(epoch)
tracker.epoch_loss = 0.0
if texts_loc != "-":
# Reshuffle the texts if texts were loaded from a file
random.shuffle(texts)
|
python
|
def pretrain(
texts_loc,
vectors_model,
output_dir,
width=96,
depth=4,
embed_rows=2000,
loss_func="cosine",
use_vectors=False,
dropout=0.2,
n_iter=1000,
batch_size=3000,
max_length=500,
min_length=5,
seed=0,
n_save_every=None,
):
"""
Pre-train the 'token-to-vector' (tok2vec) layer of pipeline components,
using an approximate language-modelling objective. Specifically, we load
pre-trained vectors, and train a component like a CNN, BiLSTM, etc to predict
vectors which match the pre-trained ones. The weights are saved to a directory
after each epoch. You can then pass a path to one of these pre-trained weights
files to the 'spacy train' command.
This technique may be especially helpful if you have little labelled data.
However, it's still quite experimental, so your mileage may vary.
To load the weights back in during 'spacy train', you need to ensure
all settings are the same between pretraining and training. The API and
errors around this need some improvement.
"""
config = dict(locals())
msg = Printer()
util.fix_random_seed(seed)
has_gpu = prefer_gpu()
msg.info("Using GPU" if has_gpu else "Not using GPU")
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
msg.good("Created output directory")
srsly.write_json(output_dir / "config.json", config)
msg.good("Saved settings to config.json")
# Load texts from file or stdin
if texts_loc != "-": # reading from a file
texts_loc = Path(texts_loc)
if not texts_loc.exists():
msg.fail("Input text file doesn't exist", texts_loc, exits=1)
with msg.loading("Loading input texts..."):
texts = list(srsly.read_jsonl(texts_loc))
msg.good("Loaded input texts")
random.shuffle(texts)
else: # reading from stdin
msg.text("Reading input text from stdin...")
texts = srsly.read_jsonl("-")
with msg.loading("Loading model '{}'...".format(vectors_model)):
nlp = util.load_model(vectors_model)
msg.good("Loaded model '{}'".format(vectors_model))
pretrained_vectors = None if not use_vectors else nlp.vocab.vectors.name
model = create_pretraining_model(
nlp,
Tok2Vec(
width,
embed_rows,
conv_depth=depth,
pretrained_vectors=pretrained_vectors,
bilstm_depth=0, # Requires PyTorch. Experimental.
cnn_maxout_pieces=3, # You can try setting this higher
subword_features=True, # Set to False for Chinese etc
),
)
optimizer = create_default_optimizer(model.ops)
tracker = ProgressTracker(frequency=10000)
msg.divider("Pre-training tok2vec layer")
row_settings = {"widths": (3, 10, 10, 6, 4), "aligns": ("r", "r", "r", "r", "r")}
msg.row(("#", "# Words", "Total Loss", "Loss", "w/s"), **row_settings)
def _save_model(epoch, is_temp=False):
is_temp_str = ".temp" if is_temp else ""
with model.use_params(optimizer.averages):
with (output_dir / ("model%d%s.bin" % (epoch, is_temp_str))).open(
"wb"
) as file_:
file_.write(model.tok2vec.to_bytes())
log = {
"nr_word": tracker.nr_word,
"loss": tracker.loss,
"epoch_loss": tracker.epoch_loss,
"epoch": epoch,
}
with (output_dir / "log.jsonl").open("a") as file_:
file_.write(srsly.json_dumps(log) + "\n")
for epoch in range(n_iter):
for batch_id, batch in enumerate(
util.minibatch_by_words(((text, None) for text in texts), size=batch_size)
):
docs = make_docs(
nlp,
[text for (text, _) in batch],
max_length=max_length,
min_length=min_length,
)
loss = make_update(
model, docs, optimizer, objective=loss_func, drop=dropout
)
progress = tracker.update(epoch, loss, docs)
if progress:
msg.row(progress, **row_settings)
if texts_loc == "-" and tracker.words_per_epoch[epoch] >= 10 ** 7:
break
if n_save_every and (batch_id % n_save_every == 0):
_save_model(epoch, is_temp=True)
_save_model(epoch)
tracker.epoch_loss = 0.0
if texts_loc != "-":
# Reshuffle the texts if texts were loaded from a file
random.shuffle(texts)
|
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] |
Pre-train the 'token-to-vector' (tok2vec) layer of pipeline components,
using an approximate language-modelling objective. Specifically, we load
pre-trained vectors, and train a component like a CNN, BiLSTM, etc to predict
vectors which match the pre-trained ones. The weights are saved to a directory
after each epoch. You can then pass a path to one of these pre-trained weights
files to the 'spacy train' command.
This technique may be especially helpful if you have little labelled data.
However, it's still quite experimental, so your mileage may vary.
To load the weights back in during 'spacy train', you need to ensure
all settings are the same between pretraining and training. The API and
errors around this need some improvement.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/pretrain.py#L40-L161
|
train
|
Pre - train a node - level token - to - vector layer.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(1585 - 1536) + chr(2087 - 2039) + chr(2276 - 2224), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110110) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + '\063' + chr(0b110011) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1638 - 1589) + chr(50) + chr(0b101 + 0o57), 0o10), ehT0Px3KOsy9(chr(2264 - 2216) + chr(0b1101111) + chr(49) + '\x34', 0b1000), ehT0Px3KOsy9(chr(123 - 75) + chr(0b1101111) + '\x32' + '\x36' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(49) + chr(0b110100) + chr(50), 28102 - 28094), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x33' + chr(2130 - 2077), 43134 - 43126), ehT0Px3KOsy9(chr(0b110000) + chr(6763 - 6652) + '\062' + chr(0b100101 + 0o13) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x31' + chr(0b11011 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1035 - 986) + '\060' + '\067', 0b1000), ehT0Px3KOsy9(chr(846 - 798) + chr(111) + '\x32' + chr(0b110110) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000001 + 0o56) + chr(363 - 314) + chr(0b10001 + 0o42) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100010 + 0o20) + chr(0b110101) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1038 - 990) + '\x6f' + '\x33' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(51) + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11000 + 0o34) + chr(1804 - 1755), 0b1000), ehT0Px3KOsy9(chr(2059 - 2011) + chr(111) + chr(0b110001) + '\x33' + '\063', 51654 - 51646), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + '\061' + '\x36' + chr(785 - 736), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1759 - 1710) + '\060', 0o10), ehT0Px3KOsy9(chr(873 - 825) + chr(0b1011110 + 0o21) + chr(0b11110 + 0o25) + chr(50) + chr(1265 - 1211), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + '\061' + chr(0b110111) + chr(0b10010 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b11000 + 0o31) + chr(1312 - 1258), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x35' + chr(1618 - 1564), ord("\x08")), ehT0Px3KOsy9(chr(1885 - 1837) + chr(0b110101 + 0o72) + '\063' + chr(0b0 + 0o63) + chr(0b101010 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001 + 0o0) + chr(52) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(11478 - 11367) + chr(49) + chr(0b101010 + 0o12) + chr(1206 - 1158), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + '\x32' + chr(48) + '\067', 53885 - 53877), ehT0Px3KOsy9(chr(345 - 297) + chr(11118 - 11007) + chr(1120 - 1069) + chr(0b10001 + 0o46) + chr(0b101000 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111101 + 0o62) + chr(0b1111 + 0o44) + chr(0b110011) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + chr(50) + chr(0b100100 + 0o17), 38537 - 38529), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(50) + chr(0b110 + 0o57) + chr(51), 0o10), ehT0Px3KOsy9(chr(1284 - 1236) + chr(0b1101111) + chr(0b110001) + chr(0b101110 + 0o3) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + chr(0b110111) + chr(1654 - 1606), ord("\x08")), ehT0Px3KOsy9(chr(446 - 398) + '\157' + chr(51) + chr(55) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + '\061' + '\x34' + chr(1388 - 1336), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + chr(49) + chr(0b110100) + chr(2373 - 2324), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(936 - 886) + chr(2080 - 2032), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3986 - 3875) + chr(1070 - 1020) + chr(0b110011 + 0o0), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b1010 + 0o53) + '\060', 6320 - 6312)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'j'), chr(100) + '\145' + chr(4101 - 4002) + '\x6f' + chr(0b1100100) + chr(6353 - 6252))(chr(0b1110101) + '\164' + chr(318 - 216) + chr(838 - 793) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lKaP5hFAcFSt(vB8yuWRBblzp, YviU8Gn6GlQv, nd0OX_BS6_o4, mPx09rBTrGXR=ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(52) + chr(0b110000), 8), UEys4_lSwsID=ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(52), ord("\x08")), x27OlIy0Ik7u=ehT0Px3KOsy9(chr(1272 - 1224) + chr(0b1101111) + '\063' + '\067' + chr(0b110010) + '\x30', 0o10), kryeC3JchaqS=xafqLlk3kkUe(SXOLrMavuUCe(b"'\x9a\xa8=b\xd3"), chr(100) + '\x65' + chr(3980 - 3881) + chr(111) + '\x64' + '\145')(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101 + 0o0) + chr(0b111000)), jJI3efewv4RX=ehT0Px3KOsy9(chr(1953 - 1905) + chr(0b1110 + 0o141) + chr(0b1010 + 0o46), 0b1000), ag0mwEgWzjYv=0.2, PG8bMXxBIdYl=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b11001 + 0o36) + '\x35' + chr(0b110000), 0b1000), ix9dZyeAmUxY=ehT0Px3KOsy9('\x30' + '\157' + '\x35' + chr(1361 - 1307) + '\067' + '\060', 0b1000), _o7pVXAdOCRy=ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(0b11101 + 0o32) + '\066' + chr(0b110100), 0b1000), SDxUbeIkMIyl=ehT0Px3KOsy9('\x30' + chr(111) + '\065', 0o10), cEhryM0YPR0h=ehT0Px3KOsy9(chr(1914 - 1866) + '\157' + chr(0b110000), 8), nYOLX8Woz9sz=None):
jAj7S20Ct06o = wLqBDw8l0eIm(eHmS9durw_Vs())
jtbovtaIYjRB = ftrV7WYaG58O()
xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b'"\x9c\xa3\x0b~\xd7\x0c9\xea\xe4\x18\xc3;\x97\xce'), '\x64' + chr(0b1011101 + 0o10) + '\143' + chr(4334 - 4223) + '\x64' + chr(101))(chr(0b111 + 0o156) + '\x74' + '\x66' + chr(0b101101) + chr(2879 - 2823)))(cEhryM0YPR0h)
VjIwBWe74cx6 = LTGjL1eZ_t7z()
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xc2\x93,y\xd5\x05j\xef\xe5\x1d\xdb'), '\144' + chr(0b101100 + 0o71) + chr(0b1100011) + '\x6f' + '\x64' + chr(101))(chr(0b1011 + 0o152) + chr(0b1010110 + 0o36) + '\x66' + chr(617 - 572) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\x86\xb2:k\x96%\r\xd0'), chr(4007 - 3907) + chr(101) + '\x63' + chr(4533 - 4422) + chr(3006 - 2906) + chr(0b1011010 + 0o13))('\165' + chr(116) + chr(0b1100110) + chr(45) + '\070') if VjIwBWe74cx6 else xafqLlk3kkUe(SXOLrMavuUCe(b'\n\x9a\xafty\xc5\x0b3\xe2\xa9\x00\xe0\x0b'), chr(0b1100100) + '\x65' + chr(0b10 + 0o141) + chr(111) + chr(7667 - 7567) + '\x65')(chr(0b1001110 + 0o47) + chr(0b1110100) + '\146' + chr(0b101101) + '\x38'))
nd0OX_BS6_o4 = HiPOQr0Cdorg(nd0OX_BS6_o4)
if not xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b"!\x8d\xb2'x\xc5"), chr(0b1110 + 0o126) + chr(2427 - 2326) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1000001 + 0o63) + chr(0b1100110) + '\055' + chr(1602 - 1546)))():
xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b')\x9e\xbf=~'), chr(0b1100100) + chr(2257 - 2156) + '\143' + chr(1541 - 1430) + chr(1275 - 1175) + '\x65')(chr(0b1110101) + chr(1629 - 1513) + '\x66' + chr(255 - 210) + '\x38'))()
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x9a\xb40'), '\144' + chr(8539 - 8438) + '\x63' + chr(0b1101111) + '\144' + chr(0b110010 + 0o63))(chr(0b1101111 + 0o6) + chr(0b1110100) + chr(102) + '\055' + chr(0b1011 + 0o55)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\x87\xbe5x\xd3\x06}\xea\xfc3\xc0+\x86\x8ax\x9fS>\x12|\xb9\x0b7'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b110101 + 0o72) + '\x64' + '\x65')('\x75' + '\164' + '\146' + chr(1442 - 1397) + chr(173 - 117)))
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x87\xb2 i\xe9\x08.\xea\xe7'), chr(100) + '\x65' + chr(2987 - 2888) + '\x6f' + '\144' + '\x65')('\165' + '\164' + chr(0b1100110) + '\x2d' + chr(56)))(nd0OX_BS6_o4 / xafqLlk3kkUe(SXOLrMavuUCe(b"'\x9a\xb52e\xd1L7\xf6\xe6)"), '\144' + chr(0b110001 + 0o64) + chr(0b1100011) + '\157' + '\x64' + chr(0b10101 + 0o120))(chr(0b11001 + 0o134) + chr(0b11111 + 0o125) + chr(9613 - 9511) + chr(0b101101) + chr(0b101110 + 0o12)), jAj7S20Ct06o)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x9a\xb40'), chr(0b100000 + 0o104) + '\145' + chr(5263 - 5164) + chr(11884 - 11773) + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(6112 - 6010) + '\x2d' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\x94\xad1h\x96\x118\xf1\xfd.\xde9\x81\x8ah\x99\x018\x1ef\xb0\x10)@\xb7\x12\x0f\xe9'), '\x64' + chr(2065 - 1964) + chr(99) + chr(0b1 + 0o156) + '\x64' + chr(101))(chr(0b1101110 + 0o7) + '\x74' + '\146' + chr(0b101101) + chr(56)))
if vB8yuWRBblzp != xafqLlk3kkUe(SXOLrMavuUCe(b'i'), chr(8408 - 8308) + chr(0b1100101) + '\143' + '\x6f' + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(0b101101 + 0o71) + chr(45) + chr(0b1000 + 0o60)):
vB8yuWRBblzp = HiPOQr0Cdorg(vB8yuWRBblzp)
if not xafqLlk3kkUe(vB8yuWRBblzp, xafqLlk3kkUe(SXOLrMavuUCe(b"!\x8d\xb2'x\xc5"), chr(0b100010 + 0o102) + chr(101) + '\x63' + chr(111) + chr(0b101101 + 0o67) + '\x65')(chr(117) + '\x74' + chr(6092 - 5990) + chr(45) + '\x38'))():
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'"\x94\xb28'), chr(0b1100011 + 0o1) + chr(3351 - 3250) + chr(99) + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + chr(116) + '\x66' + chr(1150 - 1105) + chr(0b1011 + 0o55)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\r\x9b\xab!x\x96\x168\xfd\xfdg\xd67\x9e\xcf<\x92N>\x02f\xf1\rn\x0b\xa5\x08\x13\xf3'), '\144' + chr(101) + chr(1515 - 1416) + '\157' + chr(1901 - 1801) + chr(0b1100101))(chr(0b0 + 0o165) + chr(0b100100 + 0o120) + chr(0b1010101 + 0o21) + chr(0b100010 + 0o13) + chr(56)), vB8yuWRBblzp, exits=ehT0Px3KOsy9('\060' + chr(6116 - 6005) + '\x31', ord("\x08")))
with xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'(\x9a\xba0e\xd8\x05'), chr(100) + '\x65' + '\x63' + chr(111) + '\x64' + chr(4081 - 3980))(chr(117) + chr(116) + chr(0b100111 + 0o77) + '\x2d' + chr(0b101101 + 0o13)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x9a\xba0e\xd8\x05}\xec\xe77\xc5*\xd2\xdey\x8eU(_&\xf8'), '\x64' + '\145' + '\143' + chr(0b1011010 + 0o25) + chr(100) + chr(5829 - 5728))(chr(6205 - 6088) + chr(0b111000 + 0o74) + chr(102) + '\x2d' + '\x38')):
qEEOZdZZaFyI = YyaZ4tpXu4lf(ofUnO0upCeVG.read_jsonl(vB8yuWRBblzp))
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x9a\xb40'), chr(0b111111 + 0o45) + chr(5346 - 5245) + chr(0b1100011) + chr(0b1101111) + chr(7537 - 7437) + chr(0b1100101))(chr(117) + '\164' + chr(0b1100110) + chr(1060 - 1015) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x9a\xba0i\xd2B4\xeb\xf92\xc4~\x86\xcfd\x82R'), '\x64' + chr(5965 - 5864) + chr(2893 - 2794) + '\x6f' + '\144' + chr(0b1100101))(chr(3572 - 3455) + chr(116) + chr(0b1100110) + chr(45) + chr(56)))
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'7\x9d\xae2j\xda\x07'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + '\x74' + chr(0b101101 + 0o71) + chr(0b11110 + 0o17) + '\070'))(qEEOZdZZaFyI)
else:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\x9d\xea&E\xd8\x14:\xb1\xb1\x0f\xd2'), '\144' + chr(0b1100010 + 0o3) + '\x63' + chr(111) + '\x64' + chr(101))('\x75' + '\x74' + chr(2086 - 1984) + chr(1576 - 1531) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x90\xba0e\xd8\x05}\xec\xe77\xc5*\xd2\xdey\x8eU{\x17z\xb9\x14n\x1d\xa9\x05\t\xe9\xd0\xf6='), '\x64' + chr(101) + chr(99) + chr(111) + chr(100) + chr(0b1111 + 0o126))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b1000 + 0o45) + chr(0b100111 + 0o21)))
qEEOZdZZaFyI = ofUnO0upCeVG.read_jsonl(xafqLlk3kkUe(SXOLrMavuUCe(b'i'), '\x64' + '\145' + '\143' + '\157' + '\144' + chr(6915 - 6814))(chr(1829 - 1712) + chr(12556 - 12440) + chr(0b1010011 + 0o23) + chr(0b110 + 0o47) + chr(776 - 720)))
with xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'(\x9a\xba0e\xd8\x05'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + chr(7969 - 7869) + '\x65')(chr(117) + '\x74' + '\x66' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x9a\xba0e\xd8\x05}\xe8\xe6#\xd52\xd2\x8dg\x8b\x06u_&'), chr(4147 - 4047) + chr(6961 - 6860) + chr(4253 - 4154) + chr(10520 - 10409) + '\x64' + '\145')(chr(117) + '\164' + '\146' + chr(0b10001 + 0o34) + chr(0b1110 + 0o52)), xafqLlk3kkUe(SXOLrMavuUCe(b'"\x9a\xa99m\xc2'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(1680 - 1569) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b1000 + 0o45) + '\070'))(YviU8Gn6GlQv)):
kG7vGCqDzyIj = eb2I7aEma6r5.load_model(YviU8Gn6GlQv)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x9a\xb40'), chr(100) + chr(0b110010 + 0o63) + '\143' + chr(111) + chr(5519 - 5419) + '\145')(chr(0b1110101) + chr(6187 - 6071) + chr(0b1100110) + chr(931 - 886) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x9a\xba0i\xd2B0\xea\xed"\xdc~\xd5\xd1a\xd1'), chr(0b10100 + 0o120) + '\145' + chr(0b111110 + 0o45) + chr(111) + chr(228 - 128) + '\145')(chr(117) + chr(9703 - 9587) + '\x66' + chr(0b100 + 0o51) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'"\x9a\xa99m\xc2'), chr(100) + '\x65' + '\x63' + '\x6f' + '\144' + chr(0b101001 + 0o74))(chr(0b10011 + 0o142) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)))(YviU8Gn6GlQv))
Umv21yXkcRhZ = None if not jJI3efewv4RX else kG7vGCqDzyIj.vocab.vectors.AIvJRzLdDfgF
FK0vqzZ5gPN6 = OEBIb5zaEcc5(kG7vGCqDzyIj, az1FysLGhHO0(mPx09rBTrGXR, x27OlIy0Ik7u, conv_depth=UEys4_lSwsID, pretrained_vectors=Umv21yXkcRhZ, bilstm_depth=ehT0Px3KOsy9(chr(969 - 921) + chr(1087 - 976) + chr(1840 - 1792), 8), cnn_maxout_pieces=ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063', ord("\x08")), subword_features=ehT0Px3KOsy9(chr(1309 - 1261) + '\x6f' + chr(51 - 2), 8)))
XdKNcYRObPK3 = s0fFgqAF6I_P(FK0vqzZ5gPN6.ops)
ZPV1mfwu_VuC = cuPxJDGZiiBs(frequency=ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + chr(0b110010) + '\063' + chr(52) + '\062' + chr(48), 0b1000))
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b' \x9c\xad=h\xd3\x10'), chr(0b1000001 + 0o43) + chr(101) + chr(99) + '\x6f' + '\144' + '\x65')('\x75' + chr(0b10000 + 0o144) + chr(102) + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\x87\xbeyx\xc4\x034\xeb\xe0)\xd7~\x86\xc5w\xc4W>\x12(\xba\x187\x0b\xaf'), '\x64' + chr(101) + chr(0b1100011) + chr(11349 - 11238) + chr(0b1011111 + 0o5) + chr(0b1000110 + 0o37))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + chr(0b101 + 0o63)))
_Mx28rnOouMs = {xafqLlk3kkUe(SXOLrMavuUCe(b'3\x9c\xbf d\xc5'), '\x64' + '\x65' + chr(99) + chr(0b10011 + 0o134) + chr(5900 - 5800) + '\x65')(chr(0b1000101 + 0o60) + '\x74' + '\x66' + chr(1855 - 1810) + chr(0b100001 + 0o27)): (ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(496 - 385) + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(11846 - 11735) + '\064', 8)), xafqLlk3kkUe(SXOLrMavuUCe(b'%\x99\xb23b\xc5'), chr(100) + '\145' + chr(0b1011001 + 0o12) + '\157' + chr(0b1100100) + chr(4142 - 4041))(chr(0b1110101) + '\164' + chr(0b1000001 + 0o45) + chr(1738 - 1693) + '\070'): (xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(100) + '\x65' + chr(99) + chr(0b1010000 + 0o37) + chr(100) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(100) + '\x65' + chr(0b110100 + 0o57) + chr(0b1011000 + 0o27) + chr(100) + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(0b1011 + 0o42) + chr(1232 - 1176)), xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(5672 - 5561) + chr(100) + chr(0b1100101))('\165' + chr(0b1101000 + 0o14) + '\146' + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'6'), '\x64' + '\x65' + '\143' + '\x6f' + '\144' + chr(101))(chr(0b1100111 + 0o16) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'6'), '\x64' + chr(101) + chr(9331 - 9232) + chr(111) + chr(0b101111 + 0o65) + chr(0b1100101))('\165' + '\164' + chr(0b1100110) + chr(0b101101) + '\x38'))}
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'6\x9a\xac'), chr(0b1100100) + chr(1297 - 1196) + '\143' + '\x6f' + '\144' + chr(101))('\x75' + '\x74' + chr(655 - 553) + chr(45) + chr(2890 - 2834)))((xafqLlk3kkUe(SXOLrMavuUCe(b'g'), chr(0b111111 + 0o45) + chr(101) + chr(0b1100011) + chr(10389 - 10278) + chr(100) + chr(0b110111 + 0o56))(chr(8321 - 8204) + '\x74' + '\x66' + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'g\xd5\x8c;~\xd2\x11'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(8708 - 8607))(chr(10215 - 10098) + chr(5422 - 5306) + chr(102) + chr(1822 - 1777) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\x9a\xaf5`\x96.2\xf6\xfa'), chr(100) + '\x65' + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(0b10101 + 0o43)), xafqLlk3kkUe(SXOLrMavuUCe(b"\x08\x9a\xa8'"), chr(0b1100100) + chr(0b110111 + 0o56) + chr(99) + chr(0b11011 + 0o124) + chr(0b11011 + 0o111) + '\145')('\165' + chr(12062 - 11946) + '\x66' + chr(0b101101) + chr(2357 - 2301)), xafqLlk3kkUe(SXOLrMavuUCe(b'3\xda\xa8'), '\x64' + chr(101) + '\x63' + chr(0b1101001 + 0o6) + chr(100) + chr(0b100 + 0o141))('\x75' + chr(0b1110100) + chr(0b111011 + 0o53) + chr(0b100 + 0o51) + chr(56))), **_Mx28rnOouMs)
def XS8n5S3xio47(LWTVW06OsTjl, xMQQo9S975a_=ehT0Px3KOsy9(chr(316 - 268) + chr(0b11001 + 0o126) + chr(0b110000), 8)):
JucxdBf6EGm1 = xafqLlk3kkUe(SXOLrMavuUCe(b'j\x81\xbe9|'), chr(0b1100100) + chr(0b10000 + 0o125) + '\143' + chr(111) + chr(100) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(444 - 399) + '\070') if xMQQo9S975a_ else xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + '\x65' + chr(0b1100011) + chr(3495 - 3384) + '\144' + chr(0b1011010 + 0o13))(chr(0b110100 + 0o101) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b100001 + 0o27))
with xafqLlk3kkUe(FK0vqzZ5gPN6, xafqLlk3kkUe(SXOLrMavuUCe(b'1\x86\xbe\x0b|\xd7\x10<\xe8\xfa'), chr(3474 - 3374) + chr(0b1100101) + '\143' + '\157' + '\144' + '\x65')('\165' + chr(6350 - 6234) + chr(102) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(XdKNcYRObPK3, xafqLlk3kkUe(SXOLrMavuUCe(b'%\x83\xbe&m\xd1\x07.'), chr(0b101110 + 0o66) + '\x65' + chr(1880 - 1781) + '\157' + chr(0b1100100) + '\145')(chr(117) + '\164' + chr(0b1100110) + chr(45) + chr(0b11111 + 0o31)))):
with xafqLlk3kkUe(nd0OX_BS6_o4 / (xafqLlk3kkUe(SXOLrMavuUCe(b')\x9a\xbf1`\x93\x06x\xf6\xa7%\xd90'), '\144' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(7016 - 6916) + '\x65')('\165' + '\164' + chr(102) + chr(0b100000 + 0o15) + '\x38') % (LWTVW06OsTjl, JucxdBf6EGm1)), xafqLlk3kkUe(SXOLrMavuUCe(b'+\x85\xbe:'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1100110 + 0o11) + chr(5299 - 5199) + chr(879 - 778))(chr(0b1110010 + 0o3) + chr(2575 - 2459) + chr(102) + '\x2d' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'3\x97'), chr(6492 - 6392) + '\x65' + chr(0b1010000 + 0o23) + chr(0b1101111) + chr(0b1010111 + 0o15) + chr(0b1100101))('\165' + '\x74' + chr(9915 - 9813) + '\x2d' + chr(2872 - 2816))) as vOFiaE6LRkQi:
xafqLlk3kkUe(vOFiaE6LRkQi, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x87\xb2 i'), chr(0b100000 + 0o104) + '\x65' + chr(7793 - 7694) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(558 - 513) + chr(0b1011 + 0o55)))(xafqLlk3kkUe(FK0vqzZ5gPN6.tok2vec, xafqLlk3kkUe(SXOLrMavuUCe(b'0\x9a\x846u\xc2\x07.'), chr(887 - 787) + '\145' + '\x63' + chr(9285 - 9174) + chr(0b1001010 + 0o32) + chr(101))(chr(117) + chr(0b1110100) + chr(0b100110 + 0o100) + chr(0b101101) + chr(56)))())
WHAFymdp8Jcy = {xafqLlk3kkUe(SXOLrMavuUCe(b'*\x87\x84#c\xc4\x06'), '\144' + chr(101) + chr(99) + '\157' + chr(0b1000110 + 0o36) + chr(101))(chr(0b1010 + 0o153) + chr(116) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(56)): ZPV1mfwu_VuC.nr_word, xafqLlk3kkUe(SXOLrMavuUCe(b"(\x9a\xa8'"), chr(0b1100100) + chr(0b1010110 + 0o17) + chr(0b1011000 + 0o13) + '\157' + '\x64' + chr(101))(chr(0b1110101) + chr(7700 - 7584) + chr(102) + '\055' + chr(0b110000 + 0o10)): ZPV1mfwu_VuC.loss, xafqLlk3kkUe(SXOLrMavuUCe(b'!\x85\xb47d\xe9\x0e2\xf6\xfa'), chr(5271 - 5171) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + chr(101))('\x75' + chr(116) + chr(7711 - 7609) + chr(1995 - 1950) + '\070'): ZPV1mfwu_VuC.epoch_loss, xafqLlk3kkUe(SXOLrMavuUCe(b'!\x85\xb47d'), chr(1479 - 1379) + '\x65' + chr(99) + '\x6f' + chr(100) + chr(0b1001000 + 0o35))('\165' + chr(0b10111 + 0o135) + chr(0b1100110) + '\055' + chr(2594 - 2538)): LWTVW06OsTjl}
with xafqLlk3kkUe(nd0OX_BS6_o4 / xafqLlk3kkUe(SXOLrMavuUCe(b'(\x9a\xbczf\xc5\r3\xe9'), '\144' + chr(5295 - 5194) + chr(0b1100011) + chr(0b1000100 + 0o53) + chr(1784 - 1684) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'+\x85\xbe:'), chr(0b1100100) + chr(101) + '\143' + chr(0b1001000 + 0o47) + chr(2679 - 2579) + chr(0b1001011 + 0o32))(chr(0b111000 + 0o75) + chr(0b111001 + 0o73) + chr(102) + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'%'), '\144' + chr(5100 - 4999) + chr(0b1100011) + chr(0b1100001 + 0o16) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(3155 - 3039) + '\146' + '\x2d' + chr(2270 - 2214))) as vOFiaE6LRkQi:
xafqLlk3kkUe(vOFiaE6LRkQi, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x87\xb2 i'), chr(0b1100100) + chr(0b11 + 0o142) + '\x63' + chr(7107 - 6996) + chr(0b1100100) + chr(101))('\x75' + chr(693 - 577) + '\146' + '\055' + chr(1333 - 1277)))(xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'.\x86\xb4:S\xd2\x170\xf5\xfa'), chr(0b10110 + 0o116) + chr(1029 - 928) + chr(99) + chr(0b1101111) + chr(6793 - 6693) + chr(0b1001 + 0o134))('\165' + chr(116) + '\x66' + '\x2d' + '\070'))(WHAFymdp8Jcy) + xafqLlk3kkUe(SXOLrMavuUCe(b'N'), '\144' + chr(0b11001 + 0o114) + chr(0b11110 + 0o105) + '\x6f' + chr(0b1100100) + chr(1155 - 1054))(chr(117) + chr(6159 - 6043) + chr(0b1000110 + 0o40) + chr(0b101101) + chr(880 - 824)))
for LWTVW06OsTjl in vQr8gNKaIaWE(PG8bMXxBIdYl):
for (rUgy8onetOvJ, dNwAahu8tvoY) in YlkZvXL8qwsX(xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b')\x9c\xb5=n\xd7\x16>\xed\xd6%\xc9\x01\x85\xc5n\x92R'), '\x64' + chr(0b100110 + 0o77) + '\x63' + chr(111) + chr(100) + '\x65')('\x75' + chr(2796 - 2680) + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(((Ah1rInvg48Hb, None) for Ah1rInvg48Hb in qEEOZdZZaFyI), size=ix9dZyeAmUxY)):
ASpvqKej94Wj = BmxsZweaH9a6(kG7vGCqDzyIj, [Ah1rInvg48Hb for (Ah1rInvg48Hb, VNGQdHSFPrso) in dNwAahu8tvoY], max_length=_o7pVXAdOCRy, min_length=SDxUbeIkMIyl)
YpO0BcZ6fMsf = AnnPBJ5GR2Ru(FK0vqzZ5gPN6, ASpvqKej94Wj, XdKNcYRObPK3, objective=kryeC3JchaqS, drop=ag0mwEgWzjYv)
Vvaid42SSlzd = ZPV1mfwu_VuC.ZtAEiNJny4e0(LWTVW06OsTjl, YpO0BcZ6fMsf, ASpvqKej94Wj)
if Vvaid42SSlzd:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'6\x9a\xac'), chr(0b1100100) + chr(0b1100101 + 0o0) + chr(6994 - 6895) + '\x6f' + chr(204 - 104) + chr(0b1100101))(chr(0b111011 + 0o72) + chr(0b1101000 + 0o14) + chr(6363 - 6261) + chr(0b10010 + 0o33) + chr(947 - 891)))(Vvaid42SSlzd, **_Mx28rnOouMs)
if vB8yuWRBblzp == xafqLlk3kkUe(SXOLrMavuUCe(b'i'), chr(0b110111 + 0o55) + '\x65' + chr(0b10101 + 0o116) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(10443 - 10327) + chr(0b1100110 + 0o0) + chr(0b101101) + chr(0b110100 + 0o4)) and xafqLlk3kkUe(ZPV1mfwu_VuC, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x9a\xa90\x7f\xe9\x128\xf7\xd6"\xc01\x91\xc2'), '\x64' + '\x65' + '\143' + '\x6f' + chr(0b1100100) + '\x65')('\165' + chr(0b111 + 0o155) + chr(0b1100110) + chr(0b10 + 0o53) + chr(56)))[LWTVW06OsTjl] >= ehT0Px3KOsy9('\x30' + chr(11289 - 11178) + chr(2118 - 2069) + '\x32', 8) ** ehT0Px3KOsy9('\060' + chr(111) + chr(1196 - 1141), 0b1000):
break
if nYOLX8Woz9sz and rUgy8onetOvJ % nYOLX8Woz9sz == ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1991 - 1943), 8):
XS8n5S3xio47(LWTVW06OsTjl, is_temp=ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11101 + 0o24), 8))
XS8n5S3xio47(LWTVW06OsTjl)
ZPV1mfwu_VuC.nfFLQQd6VnBl = 0.0
if vB8yuWRBblzp != xafqLlk3kkUe(SXOLrMavuUCe(b'i'), chr(0b1100100) + chr(0b110101 + 0o60) + chr(3464 - 3365) + chr(0b1101001 + 0o6) + chr(0b1001011 + 0o31) + chr(0b10100 + 0o121))('\165' + chr(10774 - 10658) + chr(4835 - 4733) + chr(0b0 + 0o55) + '\070'):
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'7\x9d\xae2j\xda\x07'), '\144' + chr(0b1011011 + 0o12) + chr(5821 - 5722) + '\157' + chr(0b110100 + 0o60) + chr(101))('\165' + chr(1527 - 1411) + '\x66' + '\x2d' + chr(0b100111 + 0o21)))(qEEOZdZZaFyI)
|
explosion/spaCy
|
spacy/cli/pretrain.py
|
make_update
|
def make_update(model, docs, optimizer, drop=0.0, objective="L2"):
"""Perform an update over a single batch of documents.
docs (iterable): A batch of `Doc` objects.
drop (float): The droput rate.
optimizer (callable): An optimizer.
RETURNS loss: A float for the loss.
"""
predictions, backprop = model.begin_update(docs, drop=drop)
loss, gradients = get_vectors_loss(model.ops, docs, predictions, objective)
backprop(gradients, sgd=optimizer)
# Don't want to return a cupy object here
# The gradients are modified in-place by the BERT MLM,
# so we get an accurate loss
return float(loss)
|
python
|
def make_update(model, docs, optimizer, drop=0.0, objective="L2"):
"""Perform an update over a single batch of documents.
docs (iterable): A batch of `Doc` objects.
drop (float): The droput rate.
optimizer (callable): An optimizer.
RETURNS loss: A float for the loss.
"""
predictions, backprop = model.begin_update(docs, drop=drop)
loss, gradients = get_vectors_loss(model.ops, docs, predictions, objective)
backprop(gradients, sgd=optimizer)
# Don't want to return a cupy object here
# The gradients are modified in-place by the BERT MLM,
# so we get an accurate loss
return float(loss)
|
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")"
] |
Perform an update over a single batch of documents.
docs (iterable): A batch of `Doc` objects.
drop (float): The droput rate.
optimizer (callable): An optimizer.
RETURNS loss: A float for the loss.
|
[
"Perform",
"an",
"update",
"over",
"a",
"single",
"batch",
"of",
"documents",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/pretrain.py#L164-L178
|
train
|
Perform an update over a single batch of documents.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1101 + 0o47) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + '\x33' + chr(569 - 518) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2200 - 2151) + chr(49) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b110011 + 0o1), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b110010) + '\x35' + chr(48), 59760 - 59752), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + chr(2431 - 2379) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010011 + 0o34) + chr(0b101 + 0o54) + chr(1600 - 1547) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2463 - 2413) + '\066' + chr(1531 - 1480), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(421 - 370) + '\x30' + chr(1435 - 1384), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(7086 - 6975) + chr(2133 - 2082) + chr(0b110110) + chr(0b100001 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8945 - 8834) + chr(0b110011) + '\x30' + chr(2383 - 2333), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110111) + chr(0b1000 + 0o54), 23521 - 23513), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(759 - 708) + chr(561 - 513) + chr(118 - 70), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\067' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + chr(1220 - 1171) + chr(49), 46787 - 46779), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(1584 - 1533) + chr(271 - 221), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(49) + chr(206 - 155), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\060' + '\066', 20135 - 20127), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(4971 - 4860) + chr(1977 - 1927) + '\x33' + chr(0b110101 + 0o1), 4276 - 4268), ehT0Px3KOsy9('\060' + '\x6f' + '\x34' + chr(0b100110 + 0o12), 24355 - 24347), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(54) + chr(978 - 925), 53109 - 53101), ehT0Px3KOsy9(chr(1977 - 1929) + chr(0b1101111) + chr(50) + '\x30' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(0b110010) + chr(48) + chr(236 - 181), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b101000 + 0o15) + chr(0b1 + 0o64), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1720 - 1670) + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\061' + chr(0b110010) + chr(0b110001 + 0o2), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + '\x31' + chr(0b110001) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(2152 - 2104) + chr(0b10010 + 0o135) + chr(0b100010 + 0o17) + chr(0b110011) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(0b1111 + 0o43) + '\x37' + chr(0b110101), 55324 - 55316), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(51) + chr(163 - 110) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b110010) + chr(51), 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(0b110010) + chr(50) + '\x36', 0o10), ehT0Px3KOsy9(chr(1849 - 1801) + chr(0b1001101 + 0o42) + '\x36' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b110011) + '\061' + '\x32', 31369 - 31361), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110101) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b11011 + 0o31), 8), ehT0Px3KOsy9(chr(258 - 210) + '\x6f' + '\065' + chr(0b110000 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(339 - 228) + chr(0b1110 + 0o45) + chr(50) + '\x31', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b10110 + 0o32), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f'), chr(0b1100100) + '\145' + '\x63' + chr(111) + chr(9828 - 9728) + '\x65')(chr(0b1110101) + '\x74' + chr(878 - 776) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AnnPBJ5GR2Ru(FK0vqzZ5gPN6, ASpvqKej94Wj, XdKNcYRObPK3, vSSGfCYgvf4T=0.0, Ky8KMSzRafTo=xafqLlk3kkUe(SXOLrMavuUCe(b'm\xee'), chr(6230 - 6130) + chr(0b11111 + 0o106) + chr(99) + chr(0b1001110 + 0o41) + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000))):
(qIQi_VFCIFZL, tQ8JtatRCNcM) = FK0vqzZ5gPN6.begin_update(ASpvqKej94Wj, drop=vSSGfCYgvf4T)
(YpO0BcZ6fMsf, BGRIyyEhFDYw) = okBA6UjTYNRp(FK0vqzZ5gPN6.ops, ASpvqKej94Wj, qIQi_VFCIFZL, Ky8KMSzRafTo)
tQ8JtatRCNcM(BGRIyyEhFDYw, sgd=XdKNcYRObPK3)
return kkSX4ccExqw4(YpO0BcZ6fMsf)
|
explosion/spaCy
|
spacy/cli/pretrain.py
|
get_vectors_loss
|
def get_vectors_loss(ops, docs, prediction, objective="L2"):
"""Compute a mean-squared error loss between the documents' vectors and
the prediction.
Note that this is ripe for customization! We could compute the vectors
in some other word, e.g. with an LSTM language model, or use some other
type of objective.
"""
# The simplest way to implement this would be to vstack the
# token.vector values, but that's a bit inefficient, especially on GPU.
# Instead we fetch the index into the vectors table for each of our tokens,
# and look them up all at once. This prevents data copying.
ids = ops.flatten([doc.to_array(ID).ravel() for doc in docs])
target = docs[0].vocab.vectors.data[ids]
if objective == "L2":
d_target = prediction - target
loss = (d_target ** 2).sum()
elif objective == "cosine":
loss, d_target = get_cossim_loss(prediction, target)
return loss, d_target
|
python
|
def get_vectors_loss(ops, docs, prediction, objective="L2"):
"""Compute a mean-squared error loss between the documents' vectors and
the prediction.
Note that this is ripe for customization! We could compute the vectors
in some other word, e.g. with an LSTM language model, or use some other
type of objective.
"""
# The simplest way to implement this would be to vstack the
# token.vector values, but that's a bit inefficient, especially on GPU.
# Instead we fetch the index into the vectors table for each of our tokens,
# and look them up all at once. This prevents data copying.
ids = ops.flatten([doc.to_array(ID).ravel() for doc in docs])
target = docs[0].vocab.vectors.data[ids]
if objective == "L2":
d_target = prediction - target
loss = (d_target ** 2).sum()
elif objective == "cosine":
loss, d_target = get_cossim_loss(prediction, target)
return loss, d_target
|
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] |
Compute a mean-squared error loss between the documents' vectors and
the prediction.
Note that this is ripe for customization! We could compute the vectors
in some other word, e.g. with an LSTM language model, or use some other
type of objective.
|
[
"Compute",
"a",
"mean",
"-",
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"error",
"loss",
"between",
"the",
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"vectors",
"and",
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"prediction",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/pretrain.py#L199-L218
|
train
|
Compute a mean squared error loss between the documents vectors and the prediction.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(743 - 632) + '\x33' + chr(732 - 680) + chr(0b1100 + 0o46), 49417 - 49409), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\x32' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1963 - 1915) + '\x6f' + chr(2049 - 2000) + chr(48) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b100011 + 0o20), 45462 - 45454), ehT0Px3KOsy9(chr(1808 - 1760) + chr(0b1101111) + chr(0b110010) + '\063', 48573 - 48565), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(937 - 889) + chr(851 - 799), 8), ehT0Px3KOsy9('\x30' + chr(4328 - 4217) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(0b111 + 0o53) + chr(54) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(2107 - 2059) + chr(1670 - 1559) + '\x31' + chr(958 - 904) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3504 - 3393) + chr(0b1111 + 0o44) + '\065' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + '\x31' + '\061' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + '\061' + chr(1550 - 1496) + chr(0b10101 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + '\062' + '\x31' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7012 - 6901) + '\x33' + '\064' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + chr(55) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11000 + 0o32) + '\x37' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b11100 + 0o123) + chr(0b110001) + '\x35' + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9(chr(2142 - 2094) + '\157' + '\062' + '\062' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + chr(566 - 517) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110111) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o7) + chr(0b110010) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11000 + 0o34) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5036 - 4925) + chr(0b110111) + '\065', 15254 - 15246), ehT0Px3KOsy9(chr(48) + chr(2196 - 2085) + chr(51) + chr(55) + chr(50), 24072 - 24064), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110 + 0o55) + chr(0b11110 + 0o24) + chr(1930 - 1876), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100000 + 0o21) + chr(0b110000) + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110110) + chr(0b11101 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(4403 - 4292) + chr(0b110011) + chr(51), 0b1000), ehT0Px3KOsy9(chr(2001 - 1953) + chr(5485 - 5374) + '\061' + '\x36' + chr(593 - 542), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3064 - 2953) + chr(1693 - 1643) + chr(1064 - 1013) + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(0b11101 + 0o25) + chr(2408 - 2358) + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9('\x30' + chr(6359 - 6248) + chr(0b110010) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1848 - 1800) + chr(9161 - 9050) + '\x33' + '\060' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001001 + 0o46) + chr(1708 - 1659) + chr(0b110111) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(10663 - 10552) + chr(540 - 491) + chr(50) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(50) + chr(1523 - 1472) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(0b110000 + 0o2) + chr(50) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\x34' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(944 - 833) + chr(0b110001) + chr(1250 - 1202) + chr(1728 - 1677), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(253 - 202) + '\x37' + '\x35', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), chr(0b101 + 0o137) + chr(0b1100101) + chr(0b10010 + 0o121) + '\x6f' + '\144' + '\145')(chr(3893 - 3776) + '\x74' + '\x66' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def okBA6UjTYNRp(_nu2um5Q5WJf, ASpvqKej94Wj, ys6Y0jo7ObhM, Ky8KMSzRafTo=xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xe6'), chr(100) + chr(0b1100101) + chr(0b1001110 + 0o25) + chr(3442 - 3331) + '\x64' + '\x65')(chr(0b1011101 + 0o30) + '\164' + '\x66' + chr(45) + '\x38')):
zdjj2pRemk_P = _nu2um5Q5WJf.flatten([JCpEgna6NeKD.to_array(uYCapOfLNIeB)._z3oWn7GMFaN() for JCpEgna6NeKD in ASpvqKej94Wj])
GR1581dR5rDS = ASpvqKej94Wj[ehT0Px3KOsy9(chr(297 - 249) + chr(0b1101111) + chr(0b110000), ord("\x08"))].vocab.vectors.ULnjp6D6efFH[zdjj2pRemk_P]
if Ky8KMSzRafTo == xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xe6'), '\x64' + chr(0b1110 + 0o127) + chr(0b1011111 + 0o4) + chr(4251 - 4140) + '\144' + chr(0b1100101))('\x75' + chr(0b100011 + 0o121) + chr(102) + chr(0b100100 + 0o11) + chr(0b110111 + 0o1)):
Z5O9leePzwBV = ys6Y0jo7ObhM - GR1581dR5rDS
YpO0BcZ6fMsf = (Z5O9leePzwBV ** ehT0Px3KOsy9(chr(1432 - 1384) + chr(0b101100 + 0o103) + chr(0b110010), 0o10)).xkxBmo49x2An()
elif Ky8KMSzRafTo == xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xbb7b}!'), chr(0b1001101 + 0o27) + chr(0b1100101) + chr(0b1100011) + chr(3739 - 3628) + '\x64' + chr(0b1010000 + 0o25))(chr(1102 - 985) + chr(7544 - 7428) + '\146' + chr(496 - 451) + chr(0b100000 + 0o30)):
(YpO0BcZ6fMsf, Z5O9leePzwBV) = Ktzh0DR1Mhuq(ys6Y0jo7ObhM, GR1581dR5rDS)
return (YpO0BcZ6fMsf, Z5O9leePzwBV)
|
explosion/spaCy
|
spacy/cli/pretrain.py
|
create_pretraining_model
|
def create_pretraining_model(nlp, tok2vec):
"""Define a network for the pretraining. We simply add an output layer onto
the tok2vec input model. The tok2vec input model needs to be a model that
takes a batch of Doc objects (as a list), and returns a list of arrays.
Each array in the output needs to have one row per token in the doc.
"""
output_size = nlp.vocab.vectors.data.shape[1]
output_layer = chain(
LN(Maxout(300, pieces=3)), Affine(output_size, drop_factor=0.0)
)
# This is annoying, but the parser etc have the flatten step after
# the tok2vec. To load the weights in cleanly, we need to match
# the shape of the models' components exactly. So what we cann
# "tok2vec" has to be the same set of processes as what the components do.
tok2vec = chain(tok2vec, flatten)
model = chain(tok2vec, output_layer)
model = masked_language_model(nlp.vocab, model)
model.tok2vec = tok2vec
model.output_layer = output_layer
model.begin_training([nlp.make_doc("Give it a doc to infer shapes")])
return model
|
python
|
def create_pretraining_model(nlp, tok2vec):
"""Define a network for the pretraining. We simply add an output layer onto
the tok2vec input model. The tok2vec input model needs to be a model that
takes a batch of Doc objects (as a list), and returns a list of arrays.
Each array in the output needs to have one row per token in the doc.
"""
output_size = nlp.vocab.vectors.data.shape[1]
output_layer = chain(
LN(Maxout(300, pieces=3)), Affine(output_size, drop_factor=0.0)
)
# This is annoying, but the parser etc have the flatten step after
# the tok2vec. To load the weights in cleanly, we need to match
# the shape of the models' components exactly. So what we cann
# "tok2vec" has to be the same set of processes as what the components do.
tok2vec = chain(tok2vec, flatten)
model = chain(tok2vec, output_layer)
model = masked_language_model(nlp.vocab, model)
model.tok2vec = tok2vec
model.output_layer = output_layer
model.begin_training([nlp.make_doc("Give it a doc to infer shapes")])
return model
|
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Define a network for the pretraining. We simply add an output layer onto
the tok2vec input model. The tok2vec input model needs to be a model that
takes a batch of Doc objects (as a list), and returns a list of arrays.
Each array in the output needs to have one row per token in the doc.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/pretrain.py#L236-L256
|
train
|
Create a pretraining network for the CNA - style pretraining.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + '\x32' + '\063' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(3444 - 3333) + chr(2686 - 2632) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(736 - 688) + chr(111) + chr(1326 - 1277) + chr(2458 - 2405) + chr(0b100110 + 0o15), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + chr(1279 - 1229) + chr(51) + chr(1756 - 1702), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110011) + '\x33' + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + chr(51), 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + '\x32' + chr(48) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(1826 - 1773), 60534 - 60526), ehT0Px3KOsy9(chr(48) + chr(4496 - 4385) + chr(840 - 790) + chr(0b110010) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\x30' + chr(53), 65529 - 65521), ehT0Px3KOsy9('\060' + '\x6f' + chr(926 - 875) + '\x37' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(107 - 54) + '\061', 1141 - 1133), ehT0Px3KOsy9('\060' + chr(11833 - 11722) + chr(49) + chr(160 - 108) + '\061', 0b1000), ehT0Px3KOsy9(chr(556 - 508) + chr(0b1101111) + chr(0b110010), 39551 - 39543), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(52), 48847 - 48839), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(138 - 83) + chr(875 - 823), 34979 - 34971), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\x33' + chr(1905 - 1852) + chr(0b10010 + 0o43), 36311 - 36303), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\x33' + '\x36' + chr(0b110001 + 0o5), 21705 - 21697), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(53) + chr(63 - 12), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\066' + '\060', 28900 - 28892), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10111 + 0o32) + '\063' + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b10101 + 0o40) + '\060', 43644 - 43636), ehT0Px3KOsy9('\060' + chr(4767 - 4656) + chr(0b10000 + 0o47) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1100 + 0o45) + '\063' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1128 - 1017) + chr(52) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(642 - 592) + chr(0b101101 + 0o4), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(48) + chr(0b11000 + 0o36), 0b1000), ehT0Px3KOsy9(chr(2108 - 2060) + chr(0b1101111) + '\x32' + '\064' + chr(0b10111 + 0o37), 15074 - 15066), ehT0Px3KOsy9(chr(0b110000) + chr(7465 - 7354) + '\063' + '\x31' + chr(0b110 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(49) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(9176 - 9065) + chr(0b100001 + 0o20) + chr(50) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(1809 - 1755) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110011 + 0o4) + chr(0b11100 + 0o33), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9282 - 9171) + chr(1514 - 1463) + '\065' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(686 - 635) + chr(0b10000 + 0o45) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110) + chr(0b1111 + 0o50), 0o10), ehT0Px3KOsy9(chr(1274 - 1226) + chr(8514 - 8403) + chr(0b110011) + chr(0b110110) + chr(0b10111 + 0o31), 33357 - 33349), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + '\x32' + '\062' + '\066', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + '\x35' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5'), chr(100) + chr(1838 - 1737) + chr(0b1001001 + 0o32) + '\157' + '\144' + chr(0b1100101))(chr(117) + '\x74' + chr(102) + chr(1445 - 1400) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OEBIb5zaEcc5(kG7vGCqDzyIj, tkcqg1sLt0Vn):
NOWUhJWuP8qU = kG7vGCqDzyIj.vocab.vectors.data.nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(0b101011 + 0o6), 0b1000)]
qGIHsMWGPCz8 = bmb33Pw6erRd(FQjSIrCF6Ky3(hbAMnF6qfU8w(ehT0Px3KOsy9('\060' + '\157' + chr(1516 - 1464) + '\065' + '\064', 34792 - 34784), pieces=ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(51), 0o10))), Z9547CGevoJk(NOWUhJWuP8qU, drop_factor=0.0))
tkcqg1sLt0Vn = bmb33Pw6erRd(tkcqg1sLt0Vn, dbBtynT6oMgz)
FK0vqzZ5gPN6 = bmb33Pw6erRd(tkcqg1sLt0Vn, qGIHsMWGPCz8)
FK0vqzZ5gPN6 = HapYGXseBwji(kG7vGCqDzyIj.mSU6gEqYPk2T, FK0vqzZ5gPN6)
FK0vqzZ5gPN6.tkcqg1sLt0Vn = tkcqg1sLt0Vn
FK0vqzZ5gPN6.qGIHsMWGPCz8 = qGIHsMWGPCz8
xafqLlk3kkUe(FK0vqzZ5gPN6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9V\x0co\xf0\x86G\xf2|\xf8\xeb\x94}\xce'), '\144' + chr(101) + chr(0b1100011) + chr(1464 - 1353) + chr(4151 - 4051) + chr(101))(chr(0b1110101) + chr(0b111000 + 0o74) + chr(0b1100110) + chr(0b101101) + chr(0b100101 + 0o23)))([xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6R\x00c\xc1\xbd\\\xe3'), '\144' + chr(0b1011001 + 0o14) + '\x63' + chr(0b1101111) + chr(100) + chr(7499 - 7398))(chr(3331 - 3214) + '\164' + chr(0b1100110) + chr(1974 - 1929) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdcZ\x1dc\xbe\xb0G\xa0|\xb1\xe1\x92p\x89\x15m<\x95\x83\x90\x0e\x02y\xdbW?P\xb4\xb5'), chr(0b1100100) + '\x65' + '\x63' + chr(7509 - 7398) + '\x64' + chr(5600 - 5499))(chr(5343 - 5226) + '\x74' + chr(7237 - 7135) + chr(121 - 76) + '\070'))])
return FK0vqzZ5gPN6
|
explosion/spaCy
|
spacy/cli/pretrain.py
|
_smart_round
|
def _smart_round(figure, width=10, max_decimal=4):
"""Round large numbers as integers, smaller numbers as decimals."""
n_digits = len(str(int(figure)))
n_decimal = width - (n_digits + 1)
if n_decimal <= 1:
return str(int(figure))
else:
n_decimal = min(n_decimal, max_decimal)
format_str = "%." + str(n_decimal) + "f"
return format_str % figure
|
python
|
def _smart_round(figure, width=10, max_decimal=4):
"""Round large numbers as integers, smaller numbers as decimals."""
n_digits = len(str(int(figure)))
n_decimal = width - (n_digits + 1)
if n_decimal <= 1:
return str(int(figure))
else:
n_decimal = min(n_decimal, max_decimal)
format_str = "%." + str(n_decimal) + "f"
return format_str % figure
|
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] |
Round large numbers as integers, smaller numbers as decimals.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/pretrain.py#L295-L304
|
train
|
Round large numbers as integers smaller numbers as decimals.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(514 - 466) + chr(3062 - 2951) + '\x31' + chr(53) + '\064', 0o10), ehT0Px3KOsy9(chr(660 - 612) + '\x6f' + '\x31' + chr(0b11000 + 0o34) + '\064', 6405 - 6397), ehT0Px3KOsy9(chr(2270 - 2222) + '\157' + chr(49) + chr(0b11100 + 0o24) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110100) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1003 - 953) + chr(55) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(10996 - 10885) + chr(0b10101 + 0o35) + chr(48) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(9112 - 9001) + chr(0b110001) + '\x36' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(311 - 258) + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + '\x33' + '\x32' + '\x33', 55936 - 55928), ehT0Px3KOsy9(chr(48) + chr(111) + '\x36' + chr(0b110111 + 0o0), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(655 - 607) + '\157' + chr(0b110010) + '\064' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(6589 - 6478) + '\x33' + '\x33' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1337 - 1286) + chr(48) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(2398 - 2349) + chr(54) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1204 - 1154) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(271 - 223) + chr(0b1101101 + 0o2) + '\x32' + chr(0b110110) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b11111 + 0o120) + chr(55) + '\x32', 0o10), ehT0Px3KOsy9(chr(136 - 88) + chr(12211 - 12100) + '\061' + '\x30' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(55) + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11101 + 0o122) + '\x32' + chr(0b11001 + 0o31) + chr(2563 - 2511), 0b1000), ehT0Px3KOsy9(chr(1291 - 1243) + chr(6047 - 5936) + '\x33' + chr(2086 - 2038) + chr(0b1010 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(526 - 478) + '\157' + chr(51) + chr(0b110101) + chr(49), 28210 - 28202), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(55) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10101 + 0o34) + chr(0b1110 + 0o44) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(55) + chr(0b110 + 0o60), 57415 - 57407), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\061' + '\065' + chr(1730 - 1679), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100110 + 0o14) + '\x34' + chr(0b11101 + 0o27), 46827 - 46819), ehT0Px3KOsy9(chr(0b110000) + chr(3061 - 2950) + chr(0b1010 + 0o47) + chr(0b10111 + 0o31), 37818 - 37810), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10 + 0o57) + chr(2804 - 2750) + chr(0b110101), 30319 - 30311), ehT0Px3KOsy9(chr(48) + chr(10402 - 10291) + chr(0b110011) + chr(48) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + '\x31' + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(365 - 317) + '\157' + chr(0b101001 + 0o11) + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(51) + chr(55) + '\x37', 0o10), ehT0Px3KOsy9(chr(489 - 441) + chr(0b1101111) + '\x36' + '\x34', 0b1000), ehT0Px3KOsy9(chr(1987 - 1939) + chr(11314 - 11203) + '\x31' + chr(960 - 912), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(1672 - 1624), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(4992 - 4892) + '\x65' + '\x63' + chr(7574 - 7463) + chr(0b1100100) + '\145')(chr(11242 - 11125) + chr(0b1110100) + chr(0b111110 + 0o50) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def c32F6om9aEJN(GFfCozJsyF97, mPx09rBTrGXR=ehT0Px3KOsy9('\060' + chr(11504 - 11393) + chr(49) + chr(0b110010), 6518 - 6510), tRQo800QBCgm=ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(0b110100), 55310 - 55302)):
O94_VuGX2pIF = c2A0yzQpDQB3(M8_cKLkHVB2V(ehT0Px3KOsy9(GFfCozJsyF97)))
gAkQYpOf_7aR = mPx09rBTrGXR - (O94_VuGX2pIF + ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061', 0o10))
if gAkQYpOf_7aR <= ehT0Px3KOsy9(chr(355 - 307) + chr(5471 - 5360) + chr(49), 8):
return M8_cKLkHVB2V(ehT0Px3KOsy9(GFfCozJsyF97))
else:
gAkQYpOf_7aR = Dx22bkKPdt5d(gAkQYpOf_7aR, tRQo800QBCgm)
PWMPjRnvCwSO = xafqLlk3kkUe(SXOLrMavuUCe(b'IJ'), chr(0b1011100 + 0o10) + chr(0b100 + 0o141) + chr(0b1100011) + '\157' + chr(0b1001001 + 0o33) + chr(450 - 349))(chr(0b1110101) + chr(116) + '\x66' + '\x2d' + chr(0b111000)) + M8_cKLkHVB2V(gAkQYpOf_7aR) + xafqLlk3kkUe(SXOLrMavuUCe(b'\n'), chr(0b1100100) + '\145' + chr(99) + '\x6f' + '\144' + chr(1298 - 1197))(chr(0b1110101) + chr(116) + chr(0b110011 + 0o63) + '\055' + chr(0b111000))
return PWMPjRnvCwSO % GFfCozJsyF97
|
explosion/spaCy
|
spacy/lang/el/syntax_iterators.py
|
noun_chunks
|
def noun_chunks(obj):
"""
Detect base noun phrases. Works on both Doc and Span.
"""
# It follows the logic of the noun chunks finder of English language,
# adjusted to some Greek language special characteristics.
# obj tag corrects some DEP tagger mistakes.
# Further improvement of the models will eliminate the need for this tag.
labels = ["nsubj", "obj", "iobj", "appos", "ROOT", "obl"]
doc = obj.doc # Ensure works on both Doc and Span.
np_deps = [doc.vocab.strings.add(label) for label in labels]
conj = doc.vocab.strings.add("conj")
nmod = doc.vocab.strings.add("nmod")
np_label = doc.vocab.strings.add("NP")
seen = set()
for i, word in enumerate(obj):
if word.pos not in (NOUN, PROPN, PRON):
continue
# Prevent nested chunks from being produced
if word.i in seen:
continue
if word.dep in np_deps:
if any(w.i in seen for w in word.subtree):
continue
flag = False
if word.pos == NOUN:
# check for patterns such as γραμμή παραγωγής
for potential_nmod in word.rights:
if potential_nmod.dep == nmod:
seen.update(
j for j in range(word.left_edge.i, potential_nmod.i + 1)
)
yield word.left_edge.i, potential_nmod.i + 1, np_label
flag = True
break
if flag is False:
seen.update(j for j in range(word.left_edge.i, word.i + 1))
yield word.left_edge.i, word.i + 1, np_label
elif word.dep == conj:
# covers the case: έχει όμορφα και έξυπνα παιδιά
head = word.head
while head.dep == conj and head.head.i < head.i:
head = head.head
# If the head is an NP, and we're coordinated to it, we're an NP
if head.dep in np_deps:
if any(w.i in seen for w in word.subtree):
continue
seen.update(j for j in range(word.left_edge.i, word.i + 1))
yield word.left_edge.i, word.i + 1, np_label
|
python
|
def noun_chunks(obj):
"""
Detect base noun phrases. Works on both Doc and Span.
"""
# It follows the logic of the noun chunks finder of English language,
# adjusted to some Greek language special characteristics.
# obj tag corrects some DEP tagger mistakes.
# Further improvement of the models will eliminate the need for this tag.
labels = ["nsubj", "obj", "iobj", "appos", "ROOT", "obl"]
doc = obj.doc # Ensure works on both Doc and Span.
np_deps = [doc.vocab.strings.add(label) for label in labels]
conj = doc.vocab.strings.add("conj")
nmod = doc.vocab.strings.add("nmod")
np_label = doc.vocab.strings.add("NP")
seen = set()
for i, word in enumerate(obj):
if word.pos not in (NOUN, PROPN, PRON):
continue
# Prevent nested chunks from being produced
if word.i in seen:
continue
if word.dep in np_deps:
if any(w.i in seen for w in word.subtree):
continue
flag = False
if word.pos == NOUN:
# check for patterns such as γραμμή παραγωγής
for potential_nmod in word.rights:
if potential_nmod.dep == nmod:
seen.update(
j for j in range(word.left_edge.i, potential_nmod.i + 1)
)
yield word.left_edge.i, potential_nmod.i + 1, np_label
flag = True
break
if flag is False:
seen.update(j for j in range(word.left_edge.i, word.i + 1))
yield word.left_edge.i, word.i + 1, np_label
elif word.dep == conj:
# covers the case: έχει όμορφα και έξυπνα παιδιά
head = word.head
while head.dep == conj and head.head.i < head.i:
head = head.head
# If the head is an NP, and we're coordinated to it, we're an NP
if head.dep in np_deps:
if any(w.i in seen for w in word.subtree):
continue
seen.update(j for j in range(word.left_edge.i, word.i + 1))
yield word.left_edge.i, word.i + 1, np_label
|
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".",
"i",
"+",
"1",
",",
"np_label"
] |
Detect base noun phrases. Works on both Doc and Span.
|
[
"Detect",
"base",
"noun",
"phrases",
".",
"Works",
"on",
"both",
"Doc",
"and",
"Span",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/lang/el/syntax_iterators.py#L7-L55
|
train
|
Detect base noun phrases.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(49) + chr(0b10101 + 0o40) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(878 - 830) + chr(7560 - 7449) + chr(55) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(55) + chr(842 - 790), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36', 33212 - 33204), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(410 - 362) + chr(1234 - 1123) + chr(50) + '\064' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10000 + 0o41) + chr(0b100101 + 0o14) + chr(1979 - 1927), 0o10), ehT0Px3KOsy9(chr(48) + chr(4484 - 4373) + chr(354 - 305) + chr(55) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1010110 + 0o31) + chr(54), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(471 - 418) + '\x36', 55482 - 55474), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1011011 + 0o24) + chr(2074 - 2025) + chr(0b1011 + 0o53) + chr(0b110000), 59108 - 59100), ehT0Px3KOsy9(chr(905 - 857) + chr(0b11110 + 0o121) + chr(0b101011 + 0o7) + '\x32' + chr(775 - 723), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\061' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(1764 - 1713) + chr(0b100010 + 0o25), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110001) + chr(0b110010 + 0o2), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100 + 0o55) + chr(844 - 794) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(2108 - 1997) + '\x33' + '\064' + '\062', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\x32' + chr(0b110000) + chr(0b100111 + 0o15), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(51) + chr(481 - 428), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101001 + 0o12) + chr(1615 - 1562) + chr(0b100100 + 0o20), 28414 - 28406), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\x31' + chr(0b100 + 0o54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(552 - 504), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(50) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(0b110010) + chr(0b110100) + chr(0b1001 + 0o53), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(50) + chr(49) + chr(1046 - 998), 8), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110010 + 0o4) + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x33' + chr(0b100011 + 0o23), 18667 - 18659), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b11011 + 0o31) + chr(213 - 164), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(0b110001) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1745 - 1696) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(48) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b0 + 0o60), 31940 - 31932), ehT0Px3KOsy9('\060' + chr(4727 - 4616) + chr(0b110100) + chr(0b10010 + 0o36), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9448 - 9337) + '\066' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\x31' + chr(2108 - 2053) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(2401 - 2351) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b101111 + 0o3) + chr(0b1010 + 0o52), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'G'), chr(0b11101 + 0o107) + chr(0b1100101) + '\143' + chr(11224 - 11113) + '\x64' + chr(0b11000 + 0o115))(chr(117) + '\x74' + chr(5694 - 5592) + chr(923 - 878) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LaiS3lBtEsQV(mDuDykdz0pcm):
uXMK81tmdpTM = [xafqLlk3kkUe(SXOLrMavuUCe(b'\x07J\tdi'), chr(100) + chr(0b1100101) + chr(1377 - 1278) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x06[\x16'), chr(100) + '\145' + '\143' + chr(111) + chr(100) + '\x65')('\165' + '\x74' + chr(102) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x00V\x1el'), chr(0b1010010 + 0o22) + chr(101) + chr(0b1000111 + 0o34) + chr(111) + '\144' + chr(101))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x08I\x0cip'), '\144' + chr(0b1100101) + '\x63' + chr(0b100100 + 0o113) + chr(0b1100100) + chr(101))(chr(12479 - 12362) + chr(1966 - 1850) + chr(102) + chr(0b11001 + 0o24) + chr(2925 - 2869)), xafqLlk3kkUe(SXOLrMavuUCe(b';v3R'), chr(0b1000000 + 0o44) + chr(101) + chr(99) + chr(0b101100 + 0o103) + '\144' + chr(1839 - 1738))('\165' + chr(0b1110100) + chr(5137 - 5035) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x06[\x10'), chr(0b1011101 + 0o7) + '\x65' + chr(0b100110 + 0o75) + chr(0b1101111) + '\144' + chr(101))('\x75' + chr(5085 - 4969) + '\146' + chr(0b101101) + '\x38')]
JCpEgna6NeKD = mDuDykdz0pcm.doc
pw9nOTjqcOd6 = [JCpEgna6NeKD.vocab.strings.add(TRUOLFLuD08x) for TRUOLFLuD08x in uXMK81tmdpTM]
HRNfxCA3a6wG = JCpEgna6NeKD.vocab.strings.add(xafqLlk3kkUe(SXOLrMavuUCe(b'\nV\x12l'), '\144' + '\145' + chr(0b101111 + 0o64) + chr(111) + chr(100) + '\145')(chr(117) + chr(1797 - 1681) + chr(0b1100110) + '\x2d' + chr(0b10 + 0o66)))
X19_SFj1QSA8 = JCpEgna6NeKD.vocab.strings.add(xafqLlk3kkUe(SXOLrMavuUCe(b'\x07T\x13b'), chr(0b110 + 0o136) + chr(0b1100101) + chr(6499 - 6400) + chr(0b1101111) + chr(1075 - 975) + chr(0b110000 + 0o65))(chr(0b1110101) + chr(0b101111 + 0o105) + chr(0b1100110) + chr(1055 - 1010) + chr(56)))
JndczeprtAHj = JCpEgna6NeKD.vocab.strings.add(xafqLlk3kkUe(SXOLrMavuUCe(b"'i"), chr(3681 - 3581) + chr(3732 - 3631) + '\143' + '\157' + chr(100) + '\x65')(chr(0b1101100 + 0o11) + chr(8059 - 7943) + '\x66' + '\x2d' + chr(604 - 548)))
blt2Pitjgn2V = MVEN8G6CxlvR()
for (WVxHKyX45z_L, CWnx52wJLqEN) in YlkZvXL8qwsX(mDuDykdz0pcm):
if xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b"'a\x186b\xd0\x154bZ\x1c\xdf"), '\144' + chr(0b10100 + 0o121) + chr(9453 - 9354) + chr(0b1101111) + chr(100) + '\145')('\x75' + chr(116) + chr(6753 - 6651) + chr(45) + chr(56))) not in (IqnIkKUx8gEC, TviIOpoyvB0j, _LfDmRH8Hyz2):
continue
if xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(6623 - 6523) + chr(101) + chr(0b10111 + 0o114) + chr(111) + chr(100) + chr(101))(chr(1011 - 894) + chr(116) + chr(0b1100110) + chr(0b101101) + '\070')) in blt2Pitjgn2V:
continue
if xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\\\x0c'), chr(100) + chr(0b10000 + 0o125) + '\x63' + chr(0b110111 + 0o70) + '\x64' + chr(0b1110 + 0o127))('\165' + chr(116) + '\x66' + chr(1132 - 1087) + '\x38')) in pw9nOTjqcOd6:
if UVSi4XW7eBIM((xafqLlk3kkUe(AOfzRywRzEXp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(9311 - 9211) + chr(0b101110 + 0o67))(chr(0b1110101) + '\x74' + '\146' + '\x2d' + '\070')) in blt2Pitjgn2V for AOfzRywRzEXp in xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1aL\x1erq\xc4)'), chr(0b1100100) + '\145' + chr(2911 - 2812) + '\x6f' + chr(9856 - 9756) + chr(0b1100011 + 0o2))(chr(0b11011 + 0o132) + chr(12504 - 12388) + '\146' + chr(336 - 291) + chr(263 - 207))))):
continue
d9JwkmeF0Ky0 = ehT0Px3KOsy9('\060' + '\x6f' + chr(48), 0b1000)
if xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b"'a\x186b\xd0\x154bZ\x1c\xdf"), chr(0b1011101 + 0o7) + chr(10070 - 9969) + '\x63' + chr(0b101110 + 0o101) + chr(0b1001010 + 0o32) + chr(0b1000110 + 0o37))(chr(6261 - 6144) + chr(0b1110000 + 0o4) + chr(0b101000 + 0o76) + '\055' + chr(0b111000))) == IqnIkKUx8gEC:
for CDLxhhfTHSXK in xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1bP\x1bnw\xd2'), chr(6498 - 6398) + chr(549 - 448) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(0b111000 + 0o75) + chr(8040 - 7924) + chr(7780 - 7678) + chr(582 - 537) + '\x38')):
if xafqLlk3kkUe(CDLxhhfTHSXK, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\\\x0c'), '\x64' + '\145' + chr(0b11001 + 0o112) + chr(0b1011101 + 0o22) + chr(8629 - 8529) + chr(0b10111 + 0o116))('\x75' + '\x74' + '\x66' + chr(822 - 777) + chr(1247 - 1191))) == X19_SFj1QSA8:
xafqLlk3kkUe(blt2Pitjgn2V, xafqLlk3kkUe(SXOLrMavuUCe(b'3M=Cj\xef\x06\x10\x7fZ\x15\xa4'), chr(0b1011000 + 0o14) + chr(0b10111 + 0o116) + chr(0b100111 + 0o74) + '\157' + chr(1293 - 1193) + chr(8657 - 8556))(chr(0b1101011 + 0o12) + '\x74' + chr(0b10101 + 0o121) + chr(0b101101) + chr(0b111000)))((tlORBuYsiw3X for tlORBuYsiw3X in vQr8gNKaIaWE(xafqLlk3kkUe(CWnx52wJLqEN.left_edge, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b1100100) + chr(0b100110 + 0o77) + '\143' + chr(1377 - 1266) + chr(0b10 + 0o142) + '\x65')('\165' + '\x74' + '\146' + '\x2d' + '\070')), xafqLlk3kkUe(CDLxhhfTHSXK, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b1010101 + 0o17) + chr(0b101000 + 0o75) + chr(5827 - 5728) + chr(0b1101111) + chr(0b1100100) + chr(8677 - 8576))(chr(117) + '\x74' + chr(0b1 + 0o145) + chr(744 - 699) + chr(0b111000))) + ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49), ord("\x08")))))
yield (xafqLlk3kkUe(CWnx52wJLqEN.left_edge, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b111100 + 0o50) + chr(0b1111 + 0o126) + '\143' + '\157' + chr(3248 - 3148) + chr(0b100000 + 0o105))(chr(117) + chr(0b1110100) + '\x66' + chr(45) + chr(56))), xafqLlk3kkUe(CDLxhhfTHSXK, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b1100100) + '\145' + '\x63' + chr(10188 - 10077) + '\x64' + chr(101))(chr(0b1110101 + 0o0) + '\164' + '\146' + '\055' + chr(0b101010 + 0o16))) + ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + chr(0b110001), 8), JndczeprtAHj)
d9JwkmeF0Ky0 = ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001), 8)
break
if d9JwkmeF0Ky0 is ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(0b110000), 8):
xafqLlk3kkUe(blt2Pitjgn2V, xafqLlk3kkUe(SXOLrMavuUCe(b'3M=Cj\xef\x06\x10\x7fZ\x15\xa4'), '\x64' + chr(0b1000100 + 0o41) + chr(0b1100011) + '\157' + '\144' + '\145')(chr(143 - 26) + chr(116) + '\x66' + '\x2d' + chr(0b111000)))((tlORBuYsiw3X for tlORBuYsiw3X in vQr8gNKaIaWE(xafqLlk3kkUe(CWnx52wJLqEN.left_edge, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(2653 - 2553) + '\145' + chr(99) + chr(0b1100010 + 0o15) + '\x64' + '\x65')('\x75' + chr(0b1101110 + 0o6) + chr(102) + '\055' + chr(0b111000))), xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(111) + chr(6668 - 6568) + chr(9184 - 9083))(chr(0b1101100 + 0o11) + '\x74' + '\146' + '\x2d' + chr(0b111000))) + ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(0b100 + 0o55), 8))))
yield (xafqLlk3kkUe(CWnx52wJLqEN.left_edge, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), '\144' + chr(3149 - 3048) + chr(1972 - 1873) + '\157' + chr(0b11001 + 0o113) + '\x65')('\x75' + '\x74' + chr(0b1010011 + 0o23) + '\055' + '\x38')), xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b10010 + 0o122) + chr(3246 - 3145) + chr(0b101101 + 0o66) + chr(0b1101111) + '\144' + chr(1634 - 1533))('\x75' + '\x74' + chr(102) + chr(0b1111 + 0o36) + chr(56))) + ehT0Px3KOsy9(chr(540 - 492) + chr(0b1101111) + '\061', 8), JndczeprtAHj)
elif xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\\\x0c'), '\144' + chr(0b110011 + 0o62) + chr(0b11010 + 0o111) + chr(0b1010111 + 0o30) + '\144' + chr(0b1000 + 0o135))('\165' + chr(0b1 + 0o163) + '\146' + chr(0b101010 + 0o3) + chr(56))) == HRNfxCA3a6wG:
jTNf3myQ667Q = CWnx52wJLqEN.head
while xafqLlk3kkUe(jTNf3myQ667Q, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\\\x0c'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + '\145')(chr(1883 - 1766) + '\x74' + chr(7570 - 7468) + '\x2d' + '\070')) == HRNfxCA3a6wG and xafqLlk3kkUe(jTNf3myQ667Q.head, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(8678 - 8578) + chr(0b1100101) + '\143' + chr(0b0 + 0o157) + chr(0b10101 + 0o117) + '\145')(chr(117) + chr(116) + chr(102) + chr(0b1000 + 0o45) + chr(0b111000))) < xafqLlk3kkUe(jTNf3myQ667Q, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), '\144' + chr(101) + chr(8262 - 8163) + chr(0b10 + 0o155) + '\144' + '\145')(chr(0b100010 + 0o123) + chr(13336 - 13220) + '\146' + chr(0b101101) + '\x38')):
jTNf3myQ667Q = jTNf3myQ667Q.head
if xafqLlk3kkUe(jTNf3myQ667Q, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\\\x0c'), chr(0b100100 + 0o100) + chr(0b1100101) + chr(0b10111 + 0o114) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + '\164' + '\146' + chr(0b1110 + 0o37) + chr(56))) in pw9nOTjqcOd6:
if UVSi4XW7eBIM((xafqLlk3kkUe(AOfzRywRzEXp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b1100100) + '\145' + '\143' + chr(0b100110 + 0o111) + chr(0b111010 + 0o52) + chr(101))(chr(0b1110101) + chr(2066 - 1950) + chr(2351 - 2249) + chr(45) + chr(2969 - 2913))) in blt2Pitjgn2V for AOfzRywRzEXp in xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1aL\x1erq\xc4)'), '\x64' + chr(0b1000111 + 0o36) + '\143' + chr(0b1011010 + 0o25) + '\x64' + '\x65')('\x75' + chr(0b1110011 + 0o1) + chr(0b100100 + 0o102) + '\x2d' + '\070')))):
continue
xafqLlk3kkUe(blt2Pitjgn2V, xafqLlk3kkUe(SXOLrMavuUCe(b'3M=Cj\xef\x06\x10\x7fZ\x15\xa4'), chr(727 - 627) + '\145' + chr(2957 - 2858) + '\157' + chr(9883 - 9783) + chr(0b1100101))('\x75' + chr(116) + '\x66' + chr(45) + chr(0b111000)))((tlORBuYsiw3X for tlORBuYsiw3X in vQr8gNKaIaWE(xafqLlk3kkUe(CWnx52wJLqEN.left_edge, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(116) + chr(2335 - 2233) + chr(2009 - 1964) + '\x38')), xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), '\x64' + chr(0b1100101) + chr(7097 - 6998) + '\x6f' + chr(0b1100100) + chr(0b1001111 + 0o26))('\165' + '\x74' + chr(2017 - 1915) + '\055' + '\x38')) + ehT0Px3KOsy9(chr(1853 - 1805) + chr(111) + '\x31', 8))))
yield (xafqLlk3kkUe(CWnx52wJLqEN.left_edge, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(100) + chr(0b1100101) + chr(0b1000101 + 0o36) + '\157' + '\x64' + chr(1059 - 958))('\165' + chr(0b10000 + 0o144) + chr(0b10101 + 0o121) + chr(45) + '\070')), xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b1000110 + 0o36) + '\145' + chr(99) + chr(0b1000101 + 0o52) + '\x64' + '\145')('\165' + chr(0b1110100) + chr(10005 - 9903) + chr(0b101101) + chr(0b111000))) + ehT0Px3KOsy9('\x30' + '\x6f' + chr(49), 8), JndczeprtAHj)
|
explosion/spaCy
|
spacy/tokens/underscore.py
|
get_ext_args
|
def get_ext_args(**kwargs):
"""Validate and convert arguments. Reused in Doc, Token and Span."""
default = kwargs.get("default")
getter = kwargs.get("getter")
setter = kwargs.get("setter")
method = kwargs.get("method")
if getter is None and setter is not None:
raise ValueError(Errors.E089)
valid_opts = ("default" in kwargs, method is not None, getter is not None)
nr_defined = sum(t is True for t in valid_opts)
if nr_defined != 1:
raise ValueError(Errors.E083.format(nr_defined=nr_defined))
if setter is not None and not hasattr(setter, "__call__"):
raise ValueError(Errors.E091.format(name="setter", value=repr(setter)))
if getter is not None and not hasattr(getter, "__call__"):
raise ValueError(Errors.E091.format(name="getter", value=repr(getter)))
if method is not None and not hasattr(method, "__call__"):
raise ValueError(Errors.E091.format(name="method", value=repr(method)))
return (default, method, getter, setter)
|
python
|
def get_ext_args(**kwargs):
"""Validate and convert arguments. Reused in Doc, Token and Span."""
default = kwargs.get("default")
getter = kwargs.get("getter")
setter = kwargs.get("setter")
method = kwargs.get("method")
if getter is None and setter is not None:
raise ValueError(Errors.E089)
valid_opts = ("default" in kwargs, method is not None, getter is not None)
nr_defined = sum(t is True for t in valid_opts)
if nr_defined != 1:
raise ValueError(Errors.E083.format(nr_defined=nr_defined))
if setter is not None and not hasattr(setter, "__call__"):
raise ValueError(Errors.E091.format(name="setter", value=repr(setter)))
if getter is not None and not hasattr(getter, "__call__"):
raise ValueError(Errors.E091.format(name="getter", value=repr(getter)))
if method is not None and not hasattr(method, "__call__"):
raise ValueError(Errors.E091.format(name="method", value=repr(method)))
return (default, method, getter, setter)
|
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] |
Validate and convert arguments. Reused in Doc, Token and Span.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/underscore.py#L69-L87
|
train
|
Validate and convert arguments. Reused in Doc Token and Span.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(128 - 80) + '\x6f' + chr(49) + '\063' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(0b101100 + 0o6) + '\x33' + chr(0b101 + 0o57), 63245 - 63237), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(4376 - 4265) + chr(943 - 893) + '\061', 60356 - 60348), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101111 + 0o2) + chr(0b110100) + chr(2529 - 2475), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b101011 + 0o14) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + chr(205 - 154) + chr(908 - 860) + chr(1203 - 1149), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(0b1011 + 0o45), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o47) + '\067' + chr(2163 - 2115), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x35' + '\066', 32088 - 32080), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\062' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11000 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(0b1100 + 0o52) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\067' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1576 - 1528) + chr(0b1101111) + '\065' + chr(0b10110 + 0o40), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1953 - 1903) + '\063' + chr(52), 8), ehT0Px3KOsy9(chr(475 - 427) + '\x6f' + chr(55) + '\065', 0o10), ehT0Px3KOsy9(chr(1125 - 1077) + chr(111) + '\x32' + chr(2456 - 2401) + chr(52), 0b1000), ehT0Px3KOsy9(chr(1595 - 1547) + chr(0b1010011 + 0o34) + chr(0b110100) + chr(0b1111 + 0o45), 63827 - 63819), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(9710 - 9599) + chr(50) + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(790 - 740) + chr(681 - 627) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1252 - 1204) + chr(8428 - 8317) + chr(51) + chr(1870 - 1819) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(0b10110 + 0o37), 48748 - 48740), ehT0Px3KOsy9('\060' + '\157' + chr(1404 - 1353) + '\x37' + chr(701 - 652), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b101101 + 0o6) + '\x31' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(6663 - 6552) + '\x32' + chr(50) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\067' + chr(49), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(2587 - 2535) + '\066', 47314 - 47306), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\x33' + chr(0b100001 + 0o21) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + chr(0b101000 + 0o14) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1598 - 1550) + chr(111) + '\061' + chr(0b110111) + chr(2440 - 2390), 26422 - 26414), ehT0Px3KOsy9(chr(0b110000) + chr(11268 - 11157) + '\x35' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\061' + chr(1277 - 1227), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2334 - 2283) + chr(0b100101 + 0o13) + chr(49), 0b1000), ehT0Px3KOsy9(chr(2240 - 2192) + '\157' + chr(0b10001 + 0o40) + '\063' + chr(55), 20564 - 20556), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o22) + '\063' + chr(50), 52789 - 52781), ehT0Px3KOsy9('\x30' + chr(0b1101111 + 0o0) + chr(49) + chr(1945 - 1895) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\063' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10100 + 0o37) + chr(0b110000 + 0o2) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b111 + 0o60) + chr(48), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(4645 - 4534) + chr(202 - 149) + chr(0b10101 + 0o33), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'u'), '\x64' + chr(0b1100101) + '\143' + '\157' + '\144' + '\x65')(chr(117) + chr(116) + '\146' + chr(45) + chr(1634 - 1578)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QOKl3SMy8IR6(**M8EIoTs2GJXE):
t1v7afVhe01t = M8EIoTs2GJXE.get(xafqLlk3kkUe(SXOLrMavuUCe(b'?\xf9w\x07\x88\xaa\\'), '\x64' + '\145' + chr(99) + chr(2623 - 2512) + chr(0b1100001 + 0o3) + '\145')(chr(0b1010110 + 0o37) + chr(116) + chr(0b1100110) + chr(0b101101) + '\070'))
XGjmdKmSZ8Qs = M8EIoTs2GJXE.get(xafqLlk3kkUe(SXOLrMavuUCe(b'<\xf9e\x12\x98\xb4'), '\x64' + '\x65' + chr(0b111100 + 0o47) + chr(0b11000 + 0o127) + '\144' + '\145')('\x75' + chr(3316 - 3200) + chr(0b1100101 + 0o1) + chr(0b101101) + chr(3047 - 2991)))
auKmDpaKn_RX = M8EIoTs2GJXE.get(xafqLlk3kkUe(SXOLrMavuUCe(b'(\xf9e\x12\x98\xb4'), chr(0b101010 + 0o72) + '\145' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))('\165' + chr(116) + chr(0b1100110) + chr(45) + chr(0b11001 + 0o37)))
CVRCXTcnOnH6 = M8EIoTs2GJXE.get(xafqLlk3kkUe(SXOLrMavuUCe(b'6\xf9e\x0e\x92\xa2'), chr(948 - 848) + '\x65' + chr(0b101110 + 0o65) + chr(0b1101111) + '\x64' + '\145')(chr(117) + chr(2896 - 2780) + chr(102) + chr(0b101101) + chr(56)))
if XGjmdKmSZ8Qs is None and auKmDpaKn_RX is not None:
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xac)_'), chr(0b1100100) + chr(0b1010110 + 0o17) + '\143' + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(12646 - 12530) + chr(3545 - 3443) + '\x2d' + '\070')))
LUCJUJ8tAH5n = (xafqLlk3kkUe(SXOLrMavuUCe(b'?\xf9w\x07\x88\xaa\\'), chr(0b111010 + 0o52) + chr(0b1100101) + chr(0b1000000 + 0o43) + '\157' + chr(7578 - 7478) + '\x65')('\x75' + '\x74' + '\x66' + '\x2d' + '\070') in M8EIoTs2GJXE, CVRCXTcnOnH6 is not None, XGjmdKmSZ8Qs is not None)
IMWqOHkNSIgR = xkxBmo49x2An((YeT3l7JgTbWR is ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', 62050 - 62042) for YeT3l7JgTbWR in LUCJUJ8tAH5n))
if IMWqOHkNSIgR != ehT0Px3KOsy9('\060' + '\157' + chr(49), 8):
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E083, xafqLlk3kkUe(SXOLrMavuUCe(b'=\xf3c\x0b\x9c\xb2'), '\x64' + '\x65' + chr(0b1011100 + 0o7) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1010001 + 0o44) + chr(0b11110 + 0o126) + chr(0b1100110) + chr(0b11000 + 0o25) + '\x38'))(nr_defined=IMWqOHkNSIgR))
if auKmDpaKn_RX is not None and (not lot1PSoAwYhj(auKmDpaKn_RX, xafqLlk3kkUe(SXOLrMavuUCe(b"\x04\xc3r\x07\x91\xaaw'"), '\144' + chr(101) + '\x63' + chr(111) + chr(100) + chr(0b1100101))('\x75' + chr(0b110110 + 0o76) + chr(7507 - 7405) + '\x2d' + chr(56)))):
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E091, xafqLlk3kkUe(SXOLrMavuUCe(b'=\xf3c\x0b\x9c\xb2'), chr(100) + chr(0b111100 + 0o51) + chr(5621 - 5522) + chr(6955 - 6844) + chr(7356 - 7256) + chr(3780 - 3679))('\x75' + chr(0b11110 + 0o126) + '\146' + chr(375 - 330) + chr(56)))(name=xafqLlk3kkUe(SXOLrMavuUCe(b'(\xf9e\x12\x98\xb4'), chr(0b1010 + 0o132) + chr(9872 - 9771) + chr(7844 - 7745) + chr(0b1001011 + 0o44) + '\144' + '\x65')('\x75' + chr(0b1100010 + 0o22) + '\x66' + chr(45) + chr(0b111000)), value=S6hV9M2g7fO0(auKmDpaKn_RX)))
if XGjmdKmSZ8Qs is not None and (not lot1PSoAwYhj(XGjmdKmSZ8Qs, xafqLlk3kkUe(SXOLrMavuUCe(b"\x04\xc3r\x07\x91\xaaw'"), chr(0b1011110 + 0o6) + chr(101) + '\x63' + chr(0b1000100 + 0o53) + '\x64' + '\x65')(chr(0b1110101) + '\x74' + chr(7621 - 7519) + chr(0b101101) + chr(56)))):
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E091, xafqLlk3kkUe(SXOLrMavuUCe(b'=\xf3c\x0b\x9c\xb2'), chr(0b1100100) + chr(0b111001 + 0o54) + chr(880 - 781) + '\x6f' + chr(7637 - 7537) + '\145')(chr(0b1110101) + chr(0b100010 + 0o122) + chr(614 - 512) + chr(0b101101) + chr(56)))(name=xafqLlk3kkUe(SXOLrMavuUCe(b'<\xf9e\x12\x98\xb4'), '\x64' + chr(101) + chr(0b111010 + 0o51) + chr(0b1101111) + chr(0b10101 + 0o117) + chr(101))('\165' + '\164' + chr(0b1100110) + chr(0b1110 + 0o37) + chr(0b111000)), value=S6hV9M2g7fO0(XGjmdKmSZ8Qs)))
if CVRCXTcnOnH6 is not None and (not lot1PSoAwYhj(CVRCXTcnOnH6, xafqLlk3kkUe(SXOLrMavuUCe(b"\x04\xc3r\x07\x91\xaaw'"), chr(0b1100100) + chr(1573 - 1472) + chr(0b1100011) + chr(4069 - 3958) + chr(9216 - 9116) + '\x65')(chr(10999 - 10882) + chr(0b1110100) + '\146' + '\x2d' + '\x38'))):
raise q1QCh3W88sgk(xafqLlk3kkUe(QgnVXGrwwWoC.E091, xafqLlk3kkUe(SXOLrMavuUCe(b'=\xf3c\x0b\x9c\xb2'), chr(0b1100100) + chr(101) + chr(5491 - 5392) + '\157' + chr(0b101101 + 0o67) + chr(0b1100101))(chr(0b1001010 + 0o53) + chr(116) + chr(0b111101 + 0o51) + chr(0b1011 + 0o42) + chr(979 - 923)))(name=xafqLlk3kkUe(SXOLrMavuUCe(b'6\xf9e\x0e\x92\xa2'), chr(100) + chr(0b11001 + 0o114) + '\x63' + chr(111) + '\x64' + chr(0b1100101))(chr(5622 - 5505) + chr(116) + chr(0b1100110) + '\x2d' + '\x38'), value=S6hV9M2g7fO0(CVRCXTcnOnH6)))
return (t1v7afVhe01t, CVRCXTcnOnH6, XGjmdKmSZ8Qs, auKmDpaKn_RX)
|
explosion/spaCy
|
spacy/tokens/underscore.py
|
is_writable_attr
|
def is_writable_attr(ext):
"""Check if an extension attribute is writable.
ext (tuple): The (default, getter, setter, method) tuple available via
{Doc,Span,Token}.get_extension.
RETURNS (bool): Whether the attribute is writable.
"""
default, method, getter, setter = ext
# Extension is writable if it has a setter (getter + setter), if it has a
# default value (or, if its default value is none, none of the other values
# should be set).
if setter is not None or default is not None or all(e is None for e in ext):
return True
return False
|
python
|
def is_writable_attr(ext):
"""Check if an extension attribute is writable.
ext (tuple): The (default, getter, setter, method) tuple available via
{Doc,Span,Token}.get_extension.
RETURNS (bool): Whether the attribute is writable.
"""
default, method, getter, setter = ext
# Extension is writable if it has a setter (getter + setter), if it has a
# default value (or, if its default value is none, none of the other values
# should be set).
if setter is not None or default is not None or all(e is None for e in ext):
return True
return False
|
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"# Extension is writable if it has a setter (getter + setter), if it has a",
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")",
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"True",
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] |
Check if an extension attribute is writable.
ext (tuple): The (default, getter, setter, method) tuple available via
{Doc,Span,Token}.get_extension.
RETURNS (bool): Whether the attribute is writable.
|
[
"Check",
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"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/tokens/underscore.py#L90-L102
|
train
|
Check if an extension attribute is writable.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b10011 + 0o41) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(12077 - 11966) + chr(0b0 + 0o62) + '\x32' + '\x36', 1532 - 1524), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x32' + chr(2340 - 2287), 16811 - 16803), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(50) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1069 - 1020) + '\062' + chr(2658 - 2604), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\065' + '\x32', 58543 - 58535), ehT0Px3KOsy9(chr(1817 - 1769) + chr(0b1101111) + chr(50) + chr(51) + chr(0b110011 + 0o2), 57303 - 57295), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11000 + 0o31) + '\063' + chr(0b11111 + 0o24), 53363 - 53355), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\062' + '\061', 56905 - 56897), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + chr(0b110011), 30408 - 30400), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + '\061' + chr(0b11101 + 0o24) + '\x37', 54787 - 54779), ehT0Px3KOsy9('\x30' + chr(0b1011101 + 0o22) + chr(1490 - 1439) + chr(0b101001 + 0o7) + chr(712 - 661), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1000 + 0o51) + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\x32' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\063' + chr(2541 - 2489), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7410 - 7299) + '\x33' + chr(0b110011 + 0o1) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1041 - 993) + chr(0b1100000 + 0o17) + '\061' + '\x32' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + '\063' + chr(0b110110) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + '\063' + '\x30' + chr(1081 - 1029), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1010011 + 0o34) + chr(0b11011 + 0o31) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101000 + 0o11) + '\063' + chr(50), 40202 - 40194), ehT0Px3KOsy9(chr(1314 - 1266) + chr(2628 - 2517) + chr(0b10111 + 0o34) + chr(0b10100 + 0o41) + chr(48), 3490 - 3482), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2271 - 2222) + chr(0b100110 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(650 - 602) + chr(111) + '\062' + chr(50) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(67 - 17) + chr(1593 - 1539) + chr(0b100000 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + '\062' + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(4425 - 4314) + chr(915 - 866) + chr(2110 - 2056) + '\067', 8), ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + chr(0b110010) + chr(0b110010) + '\x30', 2742 - 2734), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(0b1101 + 0o50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10010 + 0o37) + chr(0b110010) + chr(53), 35401 - 35393), ehT0Px3KOsy9(chr(1897 - 1849) + '\x6f' + chr(51) + '\x37' + chr(0b1111 + 0o41), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + chr(746 - 698), 1750 - 1742), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(5904 - 5793) + chr(0b110001) + '\x32' + '\x35', 8), ehT0Px3KOsy9(chr(386 - 338) + chr(0b10011 + 0o134) + chr(0b110011) + '\063' + chr(1408 - 1357), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\063' + chr(2230 - 2176), 7178 - 7170), ehT0Px3KOsy9(chr(48) + '\157' + '\x31', 0o10), ehT0Px3KOsy9(chr(296 - 248) + chr(9505 - 9394) + '\x33' + '\x36' + chr(0b101111 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + '\063' + chr(740 - 692) + '\061', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2055 - 2007) + chr(0b1001111 + 0o40) + chr(53) + chr(2157 - 2109), 27193 - 27185)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f'), chr(7940 - 7840) + chr(101) + chr(99) + chr(111) + chr(9586 - 9486) + chr(9502 - 9401))('\x75' + '\x74' + '\146' + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mYwU_wcNDx3T(gC4CNOEOq9Vm):
(t1v7afVhe01t, CVRCXTcnOnH6, XGjmdKmSZ8Qs, auKmDpaKn_RX) = gC4CNOEOq9Vm
if auKmDpaKn_RX is not None or t1v7afVhe01t is not None or Dl48nj1rbi23((GlnVAPeT6CUe is None for GlnVAPeT6CUe in gC4CNOEOq9Vm)):
return ehT0Px3KOsy9(chr(48) + '\157' + '\061', 8)
return ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(6304 - 6193) + chr(0b101111 + 0o1), ord("\x08"))
|
explosion/spaCy
|
setup.py
|
is_new_osx
|
def is_new_osx():
"""Check whether we're on OSX >= 10.10"""
name = distutils.util.get_platform()
if sys.platform != "darwin":
return False
elif name.startswith("macosx-10"):
minor_version = int(name.split("-")[1].split(".")[1])
if minor_version >= 7:
return True
else:
return False
else:
return False
|
python
|
def is_new_osx():
"""Check whether we're on OSX >= 10.10"""
name = distutils.util.get_platform()
if sys.platform != "darwin":
return False
elif name.startswith("macosx-10"):
minor_version = int(name.split("-")[1].split(".")[1])
if minor_version >= 7:
return True
else:
return False
else:
return False
|
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] |
Check whether we're on OSX >= 10.10
|
[
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"on",
"OSX",
">",
"=",
"10",
".",
"10"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/setup.py#L15-L27
|
train
|
Check whether we re on OSX 10. 10.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + chr(1847 - 1798) + chr(0b110111) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1677 - 1627) + chr(0b110111) + chr(0b10000 + 0o41), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(462 - 412) + chr(2867 - 2812) + chr(0b10011 + 0o43), 7498 - 7490), ehT0Px3KOsy9(chr(0b110000) + chr(2648 - 2537) + '\063' + '\x32' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(51) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + '\067' + chr(2386 - 2335), 0b1000), ehT0Px3KOsy9('\060' + chr(7484 - 7373) + '\063' + chr(0b110101) + chr(1056 - 1002), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8743 - 8632) + '\062' + chr(0b110011) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11547 - 11436) + '\x31' + '\x33' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3606 - 3495) + '\063' + chr(838 - 787) + chr(782 - 734), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11100 + 0o25) + chr(0b101111 + 0o3) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1101 + 0o44) + chr(0b10111 + 0o31) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1116 - 1068) + '\157' + chr(0b110010) + '\061' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(538 - 427) + '\x31' + chr(0b101100 + 0o13) + '\x37', 8), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b110001) + '\x37' + chr(2076 - 2022), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(1643 - 1591) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(1456 - 1406) + chr(0b110101) + chr(324 - 276), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b10000 + 0o137) + chr(257 - 203), 3311 - 3303), ehT0Px3KOsy9(chr(0b110000) + chr(0b101111 + 0o100) + chr(1816 - 1768), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b110010) + chr(54) + chr(0b100101 + 0o16), 0o10), ehT0Px3KOsy9('\060' + chr(10360 - 10249) + chr(537 - 484) + chr(523 - 475), 65436 - 65428), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(0b110101) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(555 - 505) + chr(0b1000 + 0o51) + chr(1447 - 1392), 19629 - 19621), ehT0Px3KOsy9(chr(1906 - 1858) + chr(0b1101111) + chr(0b101000 + 0o13) + chr(51) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1193 - 1142) + '\065' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2072 - 2024) + chr(0b1101111) + chr(297 - 247) + chr(0b110001) + '\064', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110101) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(590 - 542) + '\x6f' + '\063' + '\062' + '\x32', 0o10), ehT0Px3KOsy9(chr(1354 - 1306) + '\157' + chr(0b110010) + chr(51) + chr(1236 - 1182), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(8977 - 8866) + chr(49) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1000111 + 0o50) + chr(50) + chr(2182 - 2132), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + chr(52) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(341 - 230) + '\063' + '\x30' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110001) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\067' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1230 - 1182) + chr(0b11111 + 0o120) + chr(0b10100 + 0o35) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\067', 0b1000), ehT0Px3KOsy9(chr(438 - 390) + '\x6f' + '\x32' + '\063' + '\x32', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Q'), '\144' + '\145' + '\143' + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b11100 + 0o130) + '\x66' + chr(113 - 68) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def nTTUGghdDkGB():
AIvJRzLdDfgF = aYZOrFz3eKSp.util.get_platform()
if xafqLlk3kkUe(a2SYDDomXDZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xd5\xdf\xa4\xbaT\x9c\xf7'), chr(100) + '\145' + '\143' + '\157' + '\144' + chr(0b10000 + 0o125))('\x75' + chr(0b101000 + 0o114) + chr(0b1010000 + 0o26) + '\x2d' + '\x38')) != xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\xd8\xcc\xa7\xb5U'), '\144' + '\145' + chr(0b1100011) + '\x6f' + chr(155 - 55) + '\145')(chr(0b1101010 + 0o13) + '\164' + chr(0b1011011 + 0o13) + chr(45) + '\070'):
return ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(730 - 682), 8)
elif xafqLlk3kkUe(AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c\xcd\xdf\xa2\xa8H\x99\xf3+\xb0'), '\x64' + chr(3452 - 3351) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(102) + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xd8\xdd\xbf\xafC\xc3\xabo'), '\144' + '\145' + chr(0b1100011) + '\157' + chr(100) + '\x65')('\165' + chr(10183 - 10067) + chr(0b110011 + 0o63) + '\055' + '\070')):
rCWtsKvnV348 = ehT0Px3KOsy9(AIvJRzLdDfgF.split(xafqLlk3kkUe(SXOLrMavuUCe(b'R'), chr(0b10001 + 0o123) + chr(0b1010100 + 0o21) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(1122 - 1077) + '\x38'))[ehT0Px3KOsy9(chr(2051 - 2003) + '\157' + '\061', 0b1000)].split(xafqLlk3kkUe(SXOLrMavuUCe(b'Q'), '\144' + chr(945 - 844) + chr(0b101011 + 0o70) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b1011000 + 0o34) + chr(7346 - 7244) + '\055' + '\x38'))[ehT0Px3KOsy9(chr(48) + '\x6f' + '\061', 8)])
if rCWtsKvnV348 >= ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\x37', 8):
return ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001), 8)
else:
return ehT0Px3KOsy9(chr(48) + chr(9866 - 9755) + chr(48), 8)
else:
return ehT0Px3KOsy9(chr(0b110000) + '\157' + '\060', 8)
|
explosion/spaCy
|
examples/training/ner_multitask_objective.py
|
get_position_label
|
def get_position_label(i, words, tags, heads, labels, ents):
"""Return labels indicating the position of the word in the document.
"""
if len(words) < 20:
return "short-doc"
elif i == 0:
return "first-word"
elif i < 10:
return "early-word"
elif i < 20:
return "mid-word"
elif i == len(words) - 1:
return "last-word"
else:
return "late-word"
|
python
|
def get_position_label(i, words, tags, heads, labels, ents):
"""Return labels indicating the position of the word in the document.
"""
if len(words) < 20:
return "short-doc"
elif i == 0:
return "first-word"
elif i < 10:
return "early-word"
elif i < 20:
return "mid-word"
elif i == len(words) - 1:
return "last-word"
else:
return "late-word"
|
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"\"late-word\""
] |
Return labels indicating the position of the word in the document.
|
[
"Return",
"labels",
"indicating",
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"position",
"of",
"the",
"word",
"in",
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"document",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/examples/training/ner_multitask_objective.py#L36-L50
|
train
|
Return labels indicating the position of the word in the document.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(376 - 326), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6561 - 6450) + chr(0b10010 + 0o40) + chr(53) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + chr(0b110010) + '\065' + chr(49), 0o10), ehT0Px3KOsy9(chr(1087 - 1039) + chr(0b101000 + 0o107) + '\062' + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x37' + chr(0b11010 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(51) + chr(55) + chr(51), 46132 - 46124), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b110011 + 0o74) + chr(0b110011) + chr(0b110111) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b1000 + 0o55) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11466 - 11355) + chr(0b110001) + '\065' + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + '\063' + '\065' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4227 - 4116) + chr(0b110010) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b110010) + chr(2055 - 2005), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\066' + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x31' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11001 + 0o30) + chr(0b10001 + 0o37) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b100101 + 0o112) + chr(49) + '\063' + chr(355 - 300), 15819 - 15811), ehT0Px3KOsy9(chr(0b110000) + chr(9433 - 9322) + '\062' + chr(0b110010) + chr(1255 - 1207), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10000 + 0o41) + chr(0b110100) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(820 - 770) + chr(0b110111) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(49) + chr(0b10100 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2647 - 2536) + chr(0b10110 + 0o33) + chr(0b110011) + chr(371 - 318), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1300 - 1246) + chr(0b110011), 41815 - 41807), ehT0Px3KOsy9(chr(1020 - 972) + chr(111) + chr(0b100100 + 0o22) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1266 - 1218) + '\x6f' + chr(0b11111 + 0o24) + chr(0b100101 + 0o14) + chr(0b110101), 17089 - 17081), ehT0Px3KOsy9(chr(0b110000) + chr(10575 - 10464) + chr(0b100011 + 0o20) + '\x35' + chr(0b100000 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b101111 + 0o3) + chr(0b10110 + 0o41) + chr(0b110111), 62721 - 62713), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + chr(609 - 559) + chr(49) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b101011 + 0o104) + chr(1978 - 1929) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(5272 - 5161) + chr(49) + chr(0b1110 + 0o42), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + chr(51) + chr(53) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(53) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\063' + '\066' + chr(0b110101 + 0o1), 0o10), ehT0Px3KOsy9(chr(825 - 777) + '\x6f' + '\061' + '\x35' + chr(52), 8), ehT0Px3KOsy9(chr(48) + chr(3214 - 3103) + chr(0b110011) + chr(513 - 464) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x36' + chr(0b101 + 0o54), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b0 + 0o64) + chr(0b101 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b11101 + 0o23) + chr(2286 - 2235), 8), ehT0Px3KOsy9(chr(156 - 108) + '\157' + '\x33' + chr(571 - 523) + '\x37', 0o10), ehT0Px3KOsy9(chr(591 - 543) + chr(111) + '\063' + '\x37' + '\x33', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o10) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b','), chr(0b1010110 + 0o16) + chr(0b1001 + 0o134) + chr(8461 - 8362) + chr(111) + '\144' + chr(0b101111 + 0o66))(chr(117) + chr(116) + chr(4077 - 3975) + chr(87 - 42) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def iyHkZE5F6TMF(WVxHKyX45z_L, o34DiSJcu6N2, MRGa81KE7QCh, vwTzayUlIOD3, uXMK81tmdpTM, l_OtEQXJ2KaR):
if c2A0yzQpDQB3(o34DiSJcu6N2) < ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b101110 + 0o6), 9697 - 9689):
return xafqLlk3kkUe(SXOLrMavuUCe(b'q\xc2\xc6\xe6\xc9\xd6\x99\x83\x08'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + chr(116) + '\146' + chr(1487 - 1442) + chr(0b111000))
elif WVxHKyX45z_L == ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000), ord("\x08")):
return xafqLlk3kkUe(SXOLrMavuUCe(b'd\xc3\xdb\xe7\xc9\xd6\x8a\x83\x19\x8b'), '\144' + chr(0b1100101) + '\143' + chr(111) + '\144' + '\x65')(chr(0b100100 + 0o121) + chr(9330 - 9214) + chr(9030 - 8928) + '\x2d' + chr(0b111000))
elif WVxHKyX45z_L < ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + '\x31' + chr(0b110010), 0o10):
return xafqLlk3kkUe(SXOLrMavuUCe(b'g\xcb\xdb\xf8\xc4\xd6\x8a\x83\x19\x8b'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + chr(11547 - 11431) + chr(0b11 + 0o143) + chr(1980 - 1935) + chr(0b111000))
elif WVxHKyX45z_L < ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(6367 - 6256) + chr(50) + '\x34', 8):
return xafqLlk3kkUe(SXOLrMavuUCe(b'o\xc3\xcd\xb9\xca\x94\x8f\x88'), chr(0b1100100) + '\145' + '\143' + chr(0b100100 + 0o113) + chr(0b111111 + 0o45) + chr(101))('\x75' + chr(0b1110100) + '\146' + chr(45) + '\x38')
elif WVxHKyX45z_L == c2A0yzQpDQB3(o34DiSJcu6N2) - ehT0Px3KOsy9('\x30' + '\x6f' + '\061', 0o10):
return xafqLlk3kkUe(SXOLrMavuUCe(b'n\xcb\xda\xe0\x90\x8c\x92\x9e\x0f'), '\x64' + chr(101) + chr(0b1000110 + 0o35) + chr(0b1101111) + chr(0b1100100) + chr(8556 - 8455))(chr(117) + '\164' + '\x66' + chr(1340 - 1295) + chr(0b11110 + 0o32))
else:
return xafqLlk3kkUe(SXOLrMavuUCe(b'n\xcb\xdd\xf1\x90\x8c\x92\x9e\x0f'), chr(7118 - 7018) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + chr(6017 - 5916))(chr(117) + chr(0b1100111 + 0o15) + chr(0b1000 + 0o136) + '\055' + chr(0b111000))
|
explosion/spaCy
|
spacy/cli/download.py
|
download
|
def download(model, direct=False, *pip_args):
"""
Download compatible model from default download path using pip. Model
can be shortcut, model name or, if --direct flag is set, full model name
with version. For direct downloads, the compatibility check will be skipped.
"""
dl_tpl = "{m}-{v}/{m}-{v}.tar.gz#egg={m}=={v}"
if direct:
components = model.split("-")
model_name = "".join(components[:-1])
version = components[-1]
dl = download_model(dl_tpl.format(m=model_name, v=version), pip_args)
else:
shortcuts = get_json(about.__shortcuts__, "available shortcuts")
model_name = shortcuts.get(model, model)
compatibility = get_compatibility()
version = get_version(model_name, compatibility)
dl = download_model(dl_tpl.format(m=model_name, v=version), pip_args)
if dl != 0: # if download subprocess doesn't return 0, exit
sys.exit(dl)
msg.good(
"Download and installation successful",
"You can now load the model via spacy.load('{}')".format(model_name),
)
# Only create symlink if the model is installed via a shortcut like 'en'.
# There's no real advantage over an additional symlink for en_core_web_sm
# and if anything, it's more error prone and causes more confusion.
if model in shortcuts:
try:
# Get package path here because link uses
# pip.get_installed_distributions() to check if model is a
# package, which fails if model was just installed via
# subprocess
package_path = get_package_path(model_name)
link(model_name, model, force=True, model_path=package_path)
except: # noqa: E722
# Dirty, but since spacy.download and the auto-linking is
# mostly a convenience wrapper, it's best to show a success
# message and loading instructions, even if linking fails.
msg.warn(
"Download successful but linking failed",
"Creating a shortcut link for '{}' didn't work (maybe you "
"don't have admin permissions?), but you can still load "
"the model via its full package name: "
"nlp = spacy.load('{}')".format(model, model_name),
)
|
python
|
def download(model, direct=False, *pip_args):
"""
Download compatible model from default download path using pip. Model
can be shortcut, model name or, if --direct flag is set, full model name
with version. For direct downloads, the compatibility check will be skipped.
"""
dl_tpl = "{m}-{v}/{m}-{v}.tar.gz#egg={m}=={v}"
if direct:
components = model.split("-")
model_name = "".join(components[:-1])
version = components[-1]
dl = download_model(dl_tpl.format(m=model_name, v=version), pip_args)
else:
shortcuts = get_json(about.__shortcuts__, "available shortcuts")
model_name = shortcuts.get(model, model)
compatibility = get_compatibility()
version = get_version(model_name, compatibility)
dl = download_model(dl_tpl.format(m=model_name, v=version), pip_args)
if dl != 0: # if download subprocess doesn't return 0, exit
sys.exit(dl)
msg.good(
"Download and installation successful",
"You can now load the model via spacy.load('{}')".format(model_name),
)
# Only create symlink if the model is installed via a shortcut like 'en'.
# There's no real advantage over an additional symlink for en_core_web_sm
# and if anything, it's more error prone and causes more confusion.
if model in shortcuts:
try:
# Get package path here because link uses
# pip.get_installed_distributions() to check if model is a
# package, which fails if model was just installed via
# subprocess
package_path = get_package_path(model_name)
link(model_name, model, force=True, model_path=package_path)
except: # noqa: E722
# Dirty, but since spacy.download and the auto-linking is
# mostly a convenience wrapper, it's best to show a success
# message and loading instructions, even if linking fails.
msg.warn(
"Download successful but linking failed",
"Creating a shortcut link for '{}' didn't work (maybe you "
"don't have admin permissions?), but you can still load "
"the model via its full package name: "
"nlp = spacy.load('{}')".format(model, model_name),
)
|
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] |
Download compatible model from default download path using pip. Model
can be shortcut, model name or, if --direct flag is set, full model name
with version. For direct downloads, the compatibility check will be skipped.
|
[
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"default",
"download",
"path",
"using",
"pip",
".",
"Model",
"can",
"be",
"shortcut",
"model",
"name",
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"--",
"direct",
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"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/download.py#L24-L69
|
train
|
Download compatible model from default download path using pip.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(0b11011 + 0o30) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b11011 + 0o33) + '\066', 41146 - 41138), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101110 + 0o5) + chr(855 - 806) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(148 - 94) + chr(0b100011 + 0o24), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(1193 - 1143) + '\062' + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x34' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(2110 - 2061) + '\x30', 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\x32' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(49) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + '\x32' + '\x35' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o34) + '\x33' + chr(0b110011), 17942 - 17934), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(1910 - 1799) + '\062' + chr(50), 53703 - 53695), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(9719 - 9608) + chr(0b10 + 0o60) + '\063' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001 + 0o5) + chr(2060 - 2010), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(187 - 76) + chr(0b110011) + chr(49) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(430 - 382) + '\x6f' + chr(51) + '\x32' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1000 + 0o52) + chr(54) + chr(1990 - 1942), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(50) + chr(0b110011) + chr(0b110100), 11018 - 11010), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110111) + chr(0b101110 + 0o10), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + '\x30', 34541 - 34533), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(742 - 692) + chr(0b110001 + 0o1), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b100011 + 0o23) + chr(0b10101 + 0o41), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + '\x32' + chr(1142 - 1093) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(10570 - 10459) + '\x33' + '\065' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(0b0 + 0o67) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(0b110001) + chr(54) + chr(53), 52851 - 52843), ehT0Px3KOsy9('\060' + '\157' + chr(1192 - 1140) + '\063', 61623 - 61615), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + '\064' + '\061', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x33' + chr(0b101100 + 0o10), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11111 + 0o24) + '\x36' + chr(0b100110 + 0o13), 54054 - 54046), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(583 - 533) + chr(48) + '\x33', 31644 - 31636), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b11011 + 0o124) + chr(0b1010 + 0o47) + chr(0b10011 + 0o40) + chr(211 - 159), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101110 + 0o5) + chr(0b10100 + 0o36) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(8355 - 8244) + chr(2454 - 2403) + chr(0b110110) + '\x31', 8), ehT0Px3KOsy9(chr(227 - 179) + chr(9839 - 9728) + chr(0b110001) + '\061' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x34' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110110) + chr(0b101101 + 0o6), 20043 - 20035), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(5007 - 4896) + '\x32' + chr(0b110011) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1917 - 1867) + '\061', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100111 + 0o16) + chr(349 - 301), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'0'), '\144' + chr(0b10110 + 0o117) + '\x63' + chr(11355 - 11244) + chr(0b1000010 + 0o42) + chr(0b1100101))(chr(117) + chr(116) + chr(102) + '\x2d' + chr(0b1110 + 0o52)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jpceyO2GCJAq(FK0vqzZ5gPN6, IlYayCqCflw3=ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\060', ord("\x08")), *iJrNtxmFNRja):
JRfhIcutt7J8 = xafqLlk3kkUe(SXOLrMavuUCe(b"e[\xb5\x1aR\xe1\\\xe7-\xe6\xd1vi\xeeO\xe3\xa5\xd1\xee\xd0W(U\xea\x8e\x19HXL\xe1\xcc\xbe'\xa6\x8c"), '\144' + chr(0b0 + 0o145) + chr(0b101111 + 0o64) + chr(111) + chr(0b1001101 + 0o27) + chr(101))('\165' + '\x74' + chr(0b101100 + 0o72) + chr(0b101000 + 0o5) + chr(56))
if IlYayCqCflw3:
PgixYALcqJrc = FK0vqzZ5gPN6.split(xafqLlk3kkUe(SXOLrMavuUCe(b'3'), chr(100) + '\145' + chr(0b1100010 + 0o1) + chr(1144 - 1033) + chr(100) + chr(0b1100101))(chr(0b111111 + 0o66) + chr(116) + '\146' + chr(682 - 637) + chr(2134 - 2078)))
yJFe33rl9i_r = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(1673 - 1573) + '\x65' + chr(0b10 + 0o141) + '\x6f' + chr(100) + chr(0b1100101))(chr(4579 - 4462) + chr(0b111101 + 0o67) + '\146' + chr(0b1 + 0o54) + '\070').join(PgixYALcqJrc[:-ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(49), 0b1000)])
cpMfQ_4_Vb7C = PgixYALcqJrc[-ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(0b110001), 8)]
TBU4GDgIgbK6 = rfQutdsuE8xL(JRfhIcutt7J8.format(m=yJFe33rl9i_r, v=cpMfQ_4_Vb7C), iJrNtxmFNRja)
else:
AFP_KWei1vAe = LLS7A4tluKMI(MQvLFakSK3Ve.__shortcuts__, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f@\xa9^E\xf6C\xa43\xab\xdf3}\xeaF\xae\xa4\xc4\xef'), '\x64' + '\145' + '\143' + chr(0b1101111) + chr(0b1100100) + '\145')('\x75' + chr(6990 - 6874) + chr(0b1100110) + chr(0b10111 + 0o26) + chr(1382 - 1326)))
yJFe33rl9i_r = AFP_KWei1vAe.get(FK0vqzZ5gPN6, FK0vqzZ5gPN6)
_wlebXC8FPsw = GNNxf5QuVcwP()
cpMfQ_4_Vb7C = VGc4e_IoffqA(yJFe33rl9i_r, _wlebXC8FPsw)
TBU4GDgIgbK6 = rfQutdsuE8xL(JRfhIcutt7J8.format(m=yJFe33rl9i_r, v=cpMfQ_4_Vb7C), iJrNtxmFNRja)
if TBU4GDgIgbK6 != ehT0Px3KOsy9(chr(48) + chr(3183 - 3072) + chr(0b100010 + 0o16), 8):
xafqLlk3kkUe(a2SYDDomXDZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'{N\xa1C'), chr(0b11011 + 0o111) + chr(0b100001 + 0o104) + '\143' + '\x6f' + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(102) + '\x2d' + '\070'))(TBU4GDgIgbK6)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'yY\xa7S'), chr(0b1100100) + chr(101) + chr(0b1000010 + 0o41) + '\157' + '\144' + '\145')('\165' + chr(116) + '\x66' + chr(0b101101) + chr(691 - 635)))(xafqLlk3kkUe(SXOLrMavuUCe(b'ZY\xbfYE\xf8@\xacv\xea\xc2?2\xf1\\\xbe\xa5\xd1\xf0\x92Q&\x1f\xe0\x87^\x06VB\xff\x94\xf0/\xb6\x84&'), chr(0b1100100) + chr(101) + chr(99) + chr(0b101111 + 0o100) + chr(100) + '\x65')(chr(0b1010101 + 0o40) + '\164' + '\146' + chr(0b101101) + chr(0b10100 + 0o44)), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'GY\xbd\x17J\xf6O\xe88\xe4\xdb{~\xf7S\xa9\xf1\xc4\xf4\x9b\x10?\x19\xeb\x8c\x12UUH\xfd\xd1\xf0,\xb1\x923\x08\x9f\xf5pz\x1e\xefLT\xb0\x08'), chr(100) + '\x65' + chr(99) + chr(0b1001111 + 0o40) + chr(0b1110 + 0o126) + chr(0b110000 + 0o65))(chr(0b1110101) + '\x74' + chr(8397 - 8295) + chr(0b101101) + chr(1547 - 1491)), xafqLlk3kkUe(SXOLrMavuUCe(b'xY\xbaZH\xe3'), '\x64' + chr(101) + chr(99) + chr(4301 - 4190) + chr(0b1100100) + chr(101))(chr(3232 - 3115) + '\164' + chr(0b100111 + 0o77) + chr(45) + chr(139 - 83)))(yJFe33rl9i_r))
if FK0vqzZ5gPN6 in AFP_KWei1vAe:
try:
rQwUPrBEAkE0 = EIKFnWAd1D_q(yJFe33rl9i_r)
HKXay_x3pZk5(yJFe33rl9i_r, FK0vqzZ5gPN6, force=ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(0b10110 + 0o33), 8), model_path=rQwUPrBEAkE0)
except:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'pr\x8dYg\xd5@\xaa\x10\xc5\xe76'), chr(0b1100100) + chr(2506 - 2405) + chr(0b101000 + 0o73) + chr(10727 - 10616) + chr(0b110100 + 0o60) + chr(0b100100 + 0o101))(chr(5379 - 5262) + chr(116) + '\x66' + chr(1000 - 955) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b"ZY\xbfYE\xf8@\xacv\xf8\xd98q\xfdA\xbe\xb7\xc5\xf0\xdeR'\x02\xaf\x85\x17\x1bHH\xf2\x96\xa3:\xb1\x98&C\x97"), chr(0b1100100) + chr(3210 - 3109) + chr(0b1010 + 0o131) + chr(0b1101111) + chr(100) + chr(101))('\x75' + chr(0b1110100) + '\x66' + chr(0b1110 + 0o37) + chr(56)), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b']D\xadV]\xfeO\xafv\xea\x8c(z\xf7@\xb9\xb2\xc5\xe8\xde\\;\x18\xe4\xc9\x18\x1aQ\x01\xbb\x8a\xfe{\xf0\x95#B\x9d\xbde>A\xa7EB\xb7\t\xa57\xf2\xce>2\xe1]\xb8\xf1\xd4\xf3\x90\x17&V\xe7\x88\x08\x10\x03@\xf8\x9c\xea2\xf0\x81/T\x9e\xf3bm_\xa7YZ\xa8\x08\xe4v\xe9\xd9/2\xe1]\xb8\xf1\xd3\xfd\x90\x10!\x02\xe6\x85\x12UON\xfd\x95\xa3(\xb8\x94jK\x9c\xfetr\x16\xbe^H\xb7H\xbc%\xab\xca.~\xf4\x12\xbd\xb0\xd3\xf7\x9fW7V\xe1\x88\x13\x10\x19\x01\xf2\x9d\xf3|\xed\xd19V\x92\xf9h0Z\xa7VM\xbf\x06\xb3+\xac\x85'), chr(0b1100100) + chr(0b1011101 + 0o10) + '\x63' + chr(0b1101111) + chr(0b111100 + 0o50) + chr(101))(chr(0b1110101) + '\164' + '\x66' + chr(820 - 775) + chr(0b111 + 0o61)), xafqLlk3kkUe(SXOLrMavuUCe(b'xY\xbaZH\xe3'), '\144' + chr(101) + chr(0b1100011) + chr(4539 - 4428) + chr(3590 - 3490) + chr(0b0 + 0o145))(chr(117) + '\x74' + chr(0b1010010 + 0o24) + chr(193 - 148) + chr(56)))(FK0vqzZ5gPN6, yJFe33rl9i_r))
|
explosion/spaCy
|
spacy/cli/convert.py
|
convert
|
def convert(
input_file,
output_dir="-",
file_type="json",
n_sents=1,
morphology=False,
converter="auto",
lang=None,
):
"""
Convert files into JSON format for use with train command and other
experiment management functions. If no output_dir is specified, the data
is written to stdout, so you can pipe them forward to a JSON file:
$ spacy convert some_file.conllu > some_file.json
"""
msg = Printer()
input_path = Path(input_file)
if file_type not in FILE_TYPES:
msg.fail(
"Unknown file type: '{}'".format(file_type),
"Supported file types: '{}'".format(", ".join(FILE_TYPES)),
exits=1,
)
if file_type not in FILE_TYPES_STDOUT and output_dir == "-":
# TODO: support msgpack via stdout in srsly?
msg.fail(
"Can't write .{} data to stdout.".format(file_type),
"Please specify an output directory.",
exits=1,
)
if not input_path.exists():
msg.fail("Input file not found", input_path, exits=1)
if output_dir != "-" and not Path(output_dir).exists():
msg.fail("Output directory not found", output_dir, exits=1)
if converter == "auto":
converter = input_path.suffix[1:]
if converter not in CONVERTERS:
msg.fail("Can't find converter for {}".format(converter), exits=1)
# Use converter function to convert data
func = CONVERTERS[converter]
input_data = input_path.open("r", encoding="utf-8").read()
data = func(input_data, n_sents=n_sents, use_morphology=morphology, lang=lang)
if output_dir != "-":
# Export data to a file
suffix = ".{}".format(file_type)
output_file = Path(output_dir) / Path(input_path.parts[-1]).with_suffix(suffix)
if file_type == "json":
srsly.write_json(output_file, data)
elif file_type == "jsonl":
srsly.write_jsonl(output_file, data)
elif file_type == "msg":
srsly.write_msgpack(output_file, data)
msg.good("Generated output file ({} documents)".format(len(data)), output_file)
else:
# Print to stdout
if file_type == "json":
srsly.write_json("-", data)
elif file_type == "jsonl":
srsly.write_jsonl("-", data)
|
python
|
def convert(
input_file,
output_dir="-",
file_type="json",
n_sents=1,
morphology=False,
converter="auto",
lang=None,
):
"""
Convert files into JSON format for use with train command and other
experiment management functions. If no output_dir is specified, the data
is written to stdout, so you can pipe them forward to a JSON file:
$ spacy convert some_file.conllu > some_file.json
"""
msg = Printer()
input_path = Path(input_file)
if file_type not in FILE_TYPES:
msg.fail(
"Unknown file type: '{}'".format(file_type),
"Supported file types: '{}'".format(", ".join(FILE_TYPES)),
exits=1,
)
if file_type not in FILE_TYPES_STDOUT and output_dir == "-":
# TODO: support msgpack via stdout in srsly?
msg.fail(
"Can't write .{} data to stdout.".format(file_type),
"Please specify an output directory.",
exits=1,
)
if not input_path.exists():
msg.fail("Input file not found", input_path, exits=1)
if output_dir != "-" and not Path(output_dir).exists():
msg.fail("Output directory not found", output_dir, exits=1)
if converter == "auto":
converter = input_path.suffix[1:]
if converter not in CONVERTERS:
msg.fail("Can't find converter for {}".format(converter), exits=1)
# Use converter function to convert data
func = CONVERTERS[converter]
input_data = input_path.open("r", encoding="utf-8").read()
data = func(input_data, n_sents=n_sents, use_morphology=morphology, lang=lang)
if output_dir != "-":
# Export data to a file
suffix = ".{}".format(file_type)
output_file = Path(output_dir) / Path(input_path.parts[-1]).with_suffix(suffix)
if file_type == "json":
srsly.write_json(output_file, data)
elif file_type == "jsonl":
srsly.write_jsonl(output_file, data)
elif file_type == "msg":
srsly.write_msgpack(output_file, data)
msg.good("Generated output file ({} documents)".format(len(data)), output_file)
else:
# Print to stdout
if file_type == "json":
srsly.write_json("-", data)
elif file_type == "jsonl":
srsly.write_jsonl("-", data)
|
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] |
Convert files into JSON format for use with train command and other
experiment management functions. If no output_dir is specified, the data
is written to stdout, so you can pipe them forward to a JSON file:
$ spacy convert some_file.conllu > some_file.json
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/convert.py#L39-L97
|
train
|
Convert a single file into a JSON file.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2222 - 2174) + '\157' + chr(50) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(1377 - 1266) + chr(1429 - 1380) + '\x33' + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2252 - 2203) + chr(0b110100) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(502 - 451) + chr(0b11000 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3539 - 3428) + '\061' + chr(0b110110) + chr(0b100111 + 0o20), 25987 - 25979), ehT0Px3KOsy9(chr(48) + chr(10163 - 10052) + '\065' + '\x36', 0o10), ehT0Px3KOsy9(chr(420 - 372) + chr(0b1100110 + 0o11) + chr(0b100011 + 0o20) + chr(0b110010 + 0o3) + '\x34', 0o10), ehT0Px3KOsy9(chr(1139 - 1091) + chr(3386 - 3275) + '\066' + chr(0b110011), 51635 - 51627), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(0b110001) + chr(468 - 417) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(4579 - 4468) + '\x32' + '\060' + '\067', 11176 - 11168), ehT0Px3KOsy9(chr(1673 - 1625) + chr(111) + chr(1615 - 1565) + '\x32' + chr(0b100111 + 0o12), 17573 - 17565), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110111) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1034 - 923) + chr(1443 - 1392) + chr(1611 - 1559) + chr(48), 0b1000), ehT0Px3KOsy9(chr(297 - 249) + chr(0b1101111) + chr(0b110001) + '\064' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110111) + '\066', 43655 - 43647), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1101 + 0o45) + chr(724 - 676) + chr(0b10011 + 0o42), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(54) + chr(0b11011 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101111 + 0o4) + chr(0b110011) + chr(0b100100 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b11010 + 0o30) + chr(0b1001 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(0b1110 + 0o43) + chr(0b110000) + chr(0b11 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(848 - 800) + chr(2050 - 1939) + chr(49) + chr(0b101 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\x33' + chr(1086 - 1032) + chr(0b1001 + 0o56), 43849 - 43841), ehT0Px3KOsy9('\x30' + chr(8219 - 8108) + '\061' + '\x37' + chr(0b110001), 21658 - 21650), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + '\x33' + chr(0b110001) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(9770 - 9659) + '\062' + chr(350 - 298) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(6627 - 6516) + chr(0b11110 + 0o25), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(0b110001) + chr(0b11 + 0o56) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(10211 - 10100) + '\064' + chr(0b110001), 37505 - 37497), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1001010 + 0o45) + chr(0b11 + 0o56) + '\x31' + '\064', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\063', 7936 - 7928), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b110011) + chr(510 - 456), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(106 - 57) + '\067' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\062' + chr(51), 48307 - 48299), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x31' + '\x30' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(208 - 160) + chr(4967 - 4856) + chr(51) + '\063' + chr(1890 - 1838), ord("\x08")), ehT0Px3KOsy9(chr(883 - 835) + chr(0b1101111) + chr(2389 - 2338) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(1675 - 1624) + chr(0b110110) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(1105 - 994) + '\062' + chr(53) + chr(0b100101 + 0o13), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(53), 0b1000), ehT0Px3KOsy9(chr(1098 - 1050) + chr(0b1101111) + chr(0b11 + 0o60) + '\060' + chr(0b101110 + 0o2), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'<'), chr(0b10000 + 0o124) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\x64' + chr(0b1100101))('\x75' + '\x74' + '\146' + chr(1145 - 1100) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kliTF55UmDMz(ZS43hVvGhK4C, nd0OX_BS6_o4=xafqLlk3kkUe(SXOLrMavuUCe(b'?'), '\x64' + '\x65' + '\x63' + chr(0b1001110 + 0o41) + chr(0b1100100) + chr(0b1001 + 0o134))('\x75' + '\164' + chr(102) + '\x2d' + chr(0b10001 + 0o47)), xBPknDw2Il85=xafqLlk3kkUe(SXOLrMavuUCe(b'x-\x0b\xf0'), '\144' + chr(0b1101 + 0o130) + '\143' + chr(12092 - 11981) + '\144' + '\145')(chr(117) + chr(116) + '\x66' + chr(0b101101) + '\x38'), WgPk4iJAJydA=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2311 - 2262), ord("\x08")), CHDl6Fr8D1fy=ehT0Px3KOsy9(chr(48) + '\157' + chr(48), ord("\x08")), wru4WosnIa3D=xafqLlk3kkUe(SXOLrMavuUCe(b's+\x10\xf1'), chr(9607 - 9507) + chr(0b1001011 + 0o32) + '\x63' + '\x6f' + '\x64' + chr(3710 - 3609))(chr(11560 - 11443) + chr(0b1110100) + chr(102) + chr(0b11111 + 0o16) + chr(1173 - 1117)), ZH6CblBpklA9=None):
jtbovtaIYjRB = ftrV7WYaG58O()
f4VmsQ86qYDJ = HiPOQr0Cdorg(ZS43hVvGhK4C)
if xBPknDw2Il85 not in yhUcjW2dvy_M:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b't?\r\xf2'), chr(100) + chr(0b1100101) + '\x63' + '\157' + '\144' + '\x65')(chr(0b1010 + 0o153) + chr(0b111001 + 0o73) + '\146' + '\x2d' + chr(1160 - 1104)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'G0\x0f\xf0\x18Y\x82\x13;\xee\xfd\x9e\xc0\x17G\xf5\xd6\xe1\xf7cw\x8a^'), '\x64' + chr(0b1100101) + '\x63' + chr(11767 - 11656) + '\144' + chr(0b1100101))('\165' + chr(116) + '\x66' + chr(0b101 + 0o50) + chr(0b100110 + 0o22)), xafqLlk3kkUe(SXOLrMavuUCe(b't1\x16\xf3\x16Z'), chr(100) + chr(0b1100101) + chr(0b1011100 + 0o7) + '\157' + chr(0b110101 + 0o57) + chr(6018 - 5917))(chr(0b1001000 + 0o55) + chr(116) + chr(102) + '\x2d' + chr(56)))(xBPknDw2Il85), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'A+\x14\xee\x18\\\x98V9\xa7\xf7\x92\x8c\x06\x1e\xf1\xca\xab\xb276\xd7^\xb2\xd8$'), chr(4634 - 4534) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(100) + '\145')(chr(12631 - 12514) + '\x74' + chr(102) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b't1\x16\xf3\x16Z'), chr(9890 - 9790) + chr(101) + '\x63' + chr(0b1101011 + 0o4) + chr(5877 - 5777) + chr(8062 - 7961))(chr(0b1100100 + 0o21) + '\x74' + '\x66' + chr(0b10010 + 0o33) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'>~'), chr(0b10 + 0o142) + '\x65' + chr(6169 - 6070) + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(7677 - 7561) + '\x66' + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'x1\r\xf0'), chr(0b1100001 + 0o3) + '\x65' + chr(9355 - 9256) + chr(578 - 467) + '\x64' + chr(0b1010100 + 0o21))(chr(6516 - 6399) + chr(0b1101111 + 0o5) + '\146' + chr(1420 - 1375) + '\x38'))(yhUcjW2dvy_M)), exits=ehT0Px3KOsy9(chr(322 - 274) + chr(0b1011011 + 0o24) + chr(0b110001), 8))
if xBPknDw2Il85 not in RDJTW_Sr5MRX and nd0OX_BS6_o4 == xafqLlk3kkUe(SXOLrMavuUCe(b'?'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(242 - 131) + chr(0b1100100) + '\x65')('\165' + '\164' + chr(1674 - 1572) + '\x2d' + chr(0b11100 + 0o34)):
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b't?\r\xf2'), chr(100) + chr(0b1100101) + chr(0b100010 + 0o101) + chr(0b100010 + 0o115) + chr(0b1100100) + '\145')(chr(7713 - 7596) + chr(0b1110100) + chr(0b1011000 + 0o16) + chr(0b1001 + 0o44) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'Q?\n\xb9\x03\x0e\x9bA4\xf3\xf4\xdb\xce\x18C\xa5\xd7\xba\xa3%,\x83\x16\xe9\xd6w(N9g\xf0'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + chr(3365 - 3265) + chr(0b1100101))('\165' + '\x74' + '\146' + chr(1116 - 1071) + chr(142 - 86)), xafqLlk3kkUe(SXOLrMavuUCe(b't1\x16\xf3\x16Z'), chr(0b1100100) + chr(101) + chr(1458 - 1359) + chr(111) + chr(0b1010100 + 0o20) + chr(101))('\165' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(701 - 645)))(xBPknDw2Il85), xafqLlk3kkUe(SXOLrMavuUCe(b'B2\x01\xff\x04K\xcc@-\xe2\xf2\x92\x86\x1a\x1e\xe4\xdd\xfb\xb81x\x87\x0c\xbd\x85g%S)p\xaa\x11!<\xf2'), chr(100) + '\145' + chr(99) + '\157' + chr(0b11000 + 0o114) + chr(101))(chr(0b1100110 + 0o17) + chr(116) + chr(2622 - 2520) + chr(0b1001 + 0o44) + '\070'), exits=ehT0Px3KOsy9(chr(48) + chr(3176 - 3065) + chr(0b0 + 0o61), 8))
if not xafqLlk3kkUe(f4VmsQ86qYDJ, xafqLlk3kkUe(SXOLrMavuUCe(b'w&\r\xed\x03]'), '\144' + chr(101) + chr(0b10100 + 0o117) + chr(2695 - 2584) + chr(0b10100 + 0o120) + chr(1064 - 963))(chr(9064 - 8947) + chr(0b100111 + 0o115) + chr(0b1100 + 0o132) + chr(1976 - 1931) + chr(0b10010 + 0o46)))():
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b't?\r\xf2'), chr(100) + '\x65' + chr(0b1100011) + chr(11123 - 11012) + '\144' + chr(0b1100101))(chr(117) + '\x74' + '\x66' + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'[0\x14\xeb\x03\x0e\x8aZ1\xe2\xb1\x95\x8f\x17\x1e\xe3\xdc\xae\xb9 '), chr(100) + '\x65' + chr(3956 - 3857) + chr(111) + chr(9203 - 9103) + chr(2500 - 2399))(chr(117) + '\164' + '\x66' + chr(0b101101) + '\070'), f4VmsQ86qYDJ, exits=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49), 8))
if nd0OX_BS6_o4 != xafqLlk3kkUe(SXOLrMavuUCe(b'?'), '\144' + chr(0b110001 + 0o64) + chr(99) + chr(5930 - 5819) + chr(9960 - 9860) + chr(0b1100101))('\x75' + chr(2638 - 2522) + '\x66' + chr(0b11010 + 0o23) + chr(0b111000)) and (not xafqLlk3kkUe(HiPOQr0Cdorg(nd0OX_BS6_o4), xafqLlk3kkUe(SXOLrMavuUCe(b'w&\r\xed\x03]'), chr(0b1100100) + chr(101) + chr(1168 - 1069) + chr(8633 - 8522) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(102) + chr(1679 - 1634) + chr(793 - 737)))()):
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b't?\r\xf2'), chr(2041 - 1941) + '\145' + '\x63' + chr(111) + '\144' + '\145')(chr(5712 - 5595) + chr(0b1110100) + chr(8687 - 8585) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b']+\x10\xee\x02Z\xccW4\xf5\xf4\x98\x94\x0cL\xfc\x93\xb5\xb80,\x91\x16\xbc\xcbg'), '\x64' + chr(7429 - 7328) + chr(8267 - 8168) + '\157' + chr(0b1100100) + '\x65')('\x75' + chr(0b1110100) + '\146' + '\x2d' + '\070'), nd0OX_BS6_o4, exits=ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(1611 - 1562), 8))
if wru4WosnIa3D == xafqLlk3kkUe(SXOLrMavuUCe(b's+\x10\xf1'), chr(100) + chr(2908 - 2807) + '\143' + chr(8095 - 7984) + chr(100) + chr(7229 - 7128))(chr(8672 - 8555) + '\x74' + '\146' + '\055' + chr(0b1 + 0o67)):
wru4WosnIa3D = f4VmsQ86qYDJ.suffix[ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + chr(0b11010 + 0o27), 8):]
if wru4WosnIa3D not in wmOwJaYYmsMS:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b't?\r\xf2'), chr(7353 - 7253) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(3175 - 3075) + chr(3925 - 3824))(chr(5725 - 5608) + chr(116) + '\146' + '\055' + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'Q?\n\xb9\x03\x0e\x8aZ3\xe3\xb1\x98\x8f\rH\xe0\xc1\xaf\xb26,\x91\x16\xbb\x85x1'), '\x64' + '\x65' + chr(5779 - 5680) + chr(4080 - 3969) + '\144' + chr(101))(chr(12821 - 12704) + '\x74' + chr(0b1100110) + chr(0b1100 + 0o41) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b't1\x16\xf3\x16Z'), chr(100) + chr(0b1100101) + chr(0b101010 + 0o71) + '\157' + '\144' + chr(2016 - 1915))(chr(5217 - 5100) + chr(1067 - 951) + chr(9162 - 9060) + chr(45) + chr(56)))(wru4WosnIa3D), exits=ehT0Px3KOsy9('\x30' + '\x6f' + '\x31', 8))
EzOtJ3kbK5x4 = wmOwJaYYmsMS[wru4WosnIa3D]
CE7M9xPq0X8s = f4VmsQ86qYDJ.open(xafqLlk3kkUe(SXOLrMavuUCe(b'`'), chr(0b1100100) + chr(101) + chr(2150 - 2051) + '\x6f' + chr(0b11000 + 0o114) + chr(0b10000 + 0o125))(chr(0b1000000 + 0o65) + chr(116) + chr(0b1100110) + '\055' + chr(0b111000)), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'g*\x02\xb3O'), chr(0b1101 + 0o127) + '\145' + chr(0b1011011 + 0o10) + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(102) + chr(0b11000 + 0o25) + '\070')).U6MiWrhuCi2Y()
ULnjp6D6efFH = EzOtJ3kbK5x4(CE7M9xPq0X8s, n_sents=WgPk4iJAJydA, use_morphology=CHDl6Fr8D1fy, lang=ZH6CblBpklA9)
if nd0OX_BS6_o4 != xafqLlk3kkUe(SXOLrMavuUCe(b'?'), chr(100) + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(0b100001 + 0o104))(chr(0b1110101) + chr(0b1110100) + chr(0b100011 + 0o103) + '\055' + chr(56)):
YhhkyMvxPIjH = xafqLlk3kkUe(SXOLrMavuUCe(b'<%\x19'), chr(100) + chr(1115 - 1014) + chr(0b110011 + 0o60) + '\x6f' + chr(100) + chr(0b1100101))(chr(4105 - 3988) + '\x74' + chr(9855 - 9753) + chr(45) + chr(56)).format(xBPknDw2Il85)
mkvzj_PhLPP2 = HiPOQr0Cdorg(nd0OX_BS6_o4) / HiPOQr0Cdorg(f4VmsQ86qYDJ.parts[-ehT0Px3KOsy9('\x30' + chr(8766 - 8655) + '\061', 8)]).with_suffix(YhhkyMvxPIjH)
if xBPknDw2Il85 == xafqLlk3kkUe(SXOLrMavuUCe(b'x-\x0b\xf0'), chr(5361 - 5261) + chr(0b1001111 + 0o26) + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(117) + '\164' + chr(102) + '\x2d' + chr(2662 - 2606)):
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'e,\r\xea\x12q\x86@2\xe9'), '\x64' + chr(2063 - 1962) + chr(99) + chr(0b101101 + 0o102) + chr(0b11000 + 0o114) + '\x65')(chr(7905 - 7788) + chr(7062 - 6946) + '\x66' + '\x2d' + chr(0b111000)))(mkvzj_PhLPP2, ULnjp6D6efFH)
elif xBPknDw2Il85 == xafqLlk3kkUe(SXOLrMavuUCe(b'x-\x0b\xf0\x1b'), '\x64' + chr(101) + '\143' + chr(0b1101111) + chr(0b111100 + 0o50) + '\x65')(chr(2932 - 2815) + '\164' + chr(2780 - 2678) + chr(1862 - 1817) + '\070'):
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'e,\r\xea\x12q\x86@2\xe9\xfd'), chr(0b1100100) + chr(6612 - 6511) + chr(0b100010 + 0o101) + chr(9632 - 9521) + chr(9506 - 9406) + chr(0b1010101 + 0o20))(chr(12624 - 12507) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(1317 - 1261)))(mkvzj_PhLPP2, ULnjp6D6efFH)
elif xBPknDw2Il85 == xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f-\x03'), chr(0b1001000 + 0o34) + '\145' + chr(99) + chr(0b1101111 + 0o0) + chr(0b1100100) + chr(6353 - 6252))('\165' + '\164' + chr(102) + chr(45) + chr(527 - 471)):
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'e,\r\xea\x12q\x81@:\xf7\xf0\x98\x8b'), chr(0b100011 + 0o101) + chr(0b1011 + 0o132) + chr(9551 - 9452) + '\157' + '\x64' + chr(0b1011110 + 0o7))('\x75' + chr(116) + chr(102) + chr(0b101101) + '\x38'))(mkvzj_PhLPP2, ULnjp6D6efFH)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'u1\x0b\xfa'), chr(3792 - 3692) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\144' + chr(0b111010 + 0o53))(chr(117) + '\x74' + '\x66' + chr(1916 - 1871) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'U;\n\xfb\x05O\x98V9\xa7\xfe\x8e\x94\x13K\xf1\x93\xbd\xbe(i\xd7Q\xb2\xd8#(N/f\xb3\x1b=1\xaf3'), chr(100) + '\x65' + chr(99) + chr(5662 - 5551) + chr(3509 - 3409) + chr(0b1011000 + 0o15))('\165' + chr(0b1110 + 0o146) + chr(102) + '\055' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b't1\x16\xf3\x16Z'), chr(100) + chr(0b1100101) + chr(0b1010100 + 0o17) + chr(6687 - 6576) + '\x64' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(56)))(c2A0yzQpDQB3(ULnjp6D6efFH)), mkvzj_PhLPP2)
elif xBPknDw2Il85 == xafqLlk3kkUe(SXOLrMavuUCe(b'x-\x0b\xf0'), '\x64' + '\x65' + chr(927 - 828) + chr(0b1101111) + chr(0b1001000 + 0o34) + chr(1618 - 1517))(chr(0b1010011 + 0o42) + '\164' + '\x66' + chr(45) + chr(1891 - 1835)):
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'e,\r\xea\x12q\x86@2\xe9'), chr(0b1100100) + chr(101) + '\143' + chr(111) + chr(8379 - 8279) + chr(0b1100101))(chr(117) + chr(116) + chr(0b1011101 + 0o11) + chr(0b101010 + 0o3) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'?'), chr(100) + '\x65' + '\143' + chr(0b1101111) + '\144' + chr(6751 - 6650))(chr(0b1100101 + 0o20) + '\164' + '\146' + '\055' + '\x38'), ULnjp6D6efFH)
elif xBPknDw2Il85 == xafqLlk3kkUe(SXOLrMavuUCe(b'x-\x0b\xf0\x1b'), '\x64' + chr(275 - 174) + chr(99) + chr(0b1001 + 0o146) + '\144' + '\x65')(chr(0b1110101) + '\x74' + chr(0b1011111 + 0o7) + chr(45) + '\x38'):
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'e,\r\xea\x12q\x86@2\xe9\xfd'), chr(0b10010 + 0o122) + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + chr(101))('\165' + '\164' + chr(8961 - 8859) + '\x2d' + chr(0b101110 + 0o12)))(xafqLlk3kkUe(SXOLrMavuUCe(b'?'), '\144' + chr(5096 - 4995) + '\x63' + chr(111) + chr(4360 - 4260) + '\145')('\165' + '\164' + chr(0b10 + 0o144) + chr(0b101101) + chr(857 - 801)), ULnjp6D6efFH)
|
explosion/spaCy
|
bin/ud/run_eval.py
|
load_model
|
def load_model(modelname, add_sentencizer=False):
""" Load a specific spaCy model """
loading_start = time.time()
nlp = spacy.load(modelname)
if add_sentencizer:
nlp.add_pipe(nlp.create_pipe('sentencizer'))
loading_end = time.time()
loading_time = loading_end - loading_start
if add_sentencizer:
return nlp, loading_time, modelname + '_sentencizer'
return nlp, loading_time, modelname
|
python
|
def load_model(modelname, add_sentencizer=False):
""" Load a specific spaCy model """
loading_start = time.time()
nlp = spacy.load(modelname)
if add_sentencizer:
nlp.add_pipe(nlp.create_pipe('sentencizer'))
loading_end = time.time()
loading_time = loading_end - loading_start
if add_sentencizer:
return nlp, loading_time, modelname + '_sentencizer'
return nlp, loading_time, modelname
|
[
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":",
"nlp",
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"(",
"nlp",
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"create_pipe",
"(",
"'sentencizer'",
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")",
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"-",
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",",
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",",
"modelname",
"+",
"'_sentencizer'",
"return",
"nlp",
",",
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",",
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] |
Load a specific spaCy model
|
[
"Load",
"a",
"specific",
"spaCy",
"model"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L34-L44
|
train
|
Load a specific spaCy model
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1767 - 1719) + '\x6f' + chr(49) + chr(0b11011 + 0o33) + chr(144 - 94), 52522 - 52514), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x35' + chr(0b100 + 0o62), 19924 - 19916), ehT0Px3KOsy9('\x30' + chr(969 - 858) + '\x33' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b10011 + 0o134) + chr(51) + '\065' + chr(0b0 + 0o65), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\x31' + chr(49), 6941 - 6933), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\060' + chr(0b1110 + 0o43), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\x32' + chr(0b110100) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(1823 - 1769) + chr(0b10111 + 0o36), 0o10), ehT0Px3KOsy9(chr(109 - 61) + '\x6f' + chr(50) + chr(54) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110101 + 0o1) + chr(0b1000 + 0o52), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100 + 0o54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(176 - 122) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1045 - 996) + '\x36' + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(52), 5023 - 5015), ehT0Px3KOsy9('\x30' + chr(349 - 238) + '\062' + chr(52) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1511 - 1461) + chr(966 - 913) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + chr(2076 - 2023) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b101011 + 0o104) + chr(0b1001 + 0o50) + chr(55) + chr(0b1010 + 0o53), 22668 - 22660), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + '\x36' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + chr(0b110101) + '\x32', 8), ehT0Px3KOsy9(chr(48) + chr(8916 - 8805) + '\x35' + chr(52), 8), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + '\062' + '\061' + '\x32', 60542 - 60534), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1001011 + 0o44) + '\061' + chr(0b10 + 0o60) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1011011 + 0o24) + '\x32' + chr(0b101101 + 0o11) + chr(0b101110 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(52), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(3114 - 3003) + chr(54) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(0b110001) + '\x32' + chr(0b1111 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1120 - 1070) + chr(0b100111 + 0o16), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8985 - 8874) + '\x33' + chr(0b100111 + 0o14) + chr(0b110110), 54146 - 54138), ehT0Px3KOsy9(chr(185 - 137) + '\x6f' + '\x31' + chr(51) + chr(0b10000 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10353 - 10242) + '\x31' + chr(0b110101) + chr(817 - 768), ord("\x08")), ehT0Px3KOsy9(chr(471 - 423) + '\157' + '\061' + '\x36' + '\062', 8), ehT0Px3KOsy9(chr(1172 - 1124) + chr(0b11100 + 0o123) + chr(1435 - 1385) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(12164 - 12053) + chr(51) + '\064' + '\x33', 64223 - 64215), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b1010 + 0o51) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110010) + '\x36', 35703 - 35695), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b100011 + 0o21) + chr(1851 - 1799), 50395 - 50387)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2427 - 2374) + chr(1528 - 1480), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02'), chr(0b1010001 + 0o23) + chr(0b1100101) + '\143' + chr(111) + chr(0b1001011 + 0o31) + chr(101))(chr(0b1110101) + chr(116) + '\146' + chr(715 - 670) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cW8tcIfLyaAl(Fl3DqOVoczEj, FVArOJ3O180D=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\060', 8)):
i3dXoBuFbydx = ltvhPP4VhXre.time()
kG7vGCqDzyIj = a6blCBREFVAY.mxtdQMeiwJZJ(Fl3DqOVoczEj)
if FVArOJ3O180D:
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'M\x16\xcaC\x9d 1\xc0'), chr(0b1100100) + chr(101) + '\143' + '\157' + chr(0b101 + 0o137) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(102) + '\x2d' + '\070'))(xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'O\x00\xcb}\x99,\x1e\xd5\x9c\xc7\x17'), '\144' + chr(0b110000 + 0o65) + '\143' + '\157' + chr(100) + chr(101))(chr(0b10 + 0o163) + chr(0b1110100) + chr(4849 - 4747) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'_\x17\xc0h\x88\'"\xcc\x8f\xd2\x00'), chr(314 - 214) + chr(101) + '\143' + chr(0b1101111) + chr(0b1011100 + 0o10) + '\x65')(chr(849 - 732) + '\x74' + chr(7462 - 7360) + '\055' + chr(56))))
IJAbM8Zlg0qD = ltvhPP4VhXre.time()
J_vMYIqIBWG2 = IJAbM8Zlg0qD - i3dXoBuFbydx
if FVArOJ3O180D:
return (kG7vGCqDzyIj, J_vMYIqIBWG2, Fl3DqOVoczEj + xafqLlk3kkUe(SXOLrMavuUCe(b's\x01\xcbr\x99,/\xc6\x9c\xcd\x17r'), chr(0b1100100) + chr(0b1000101 + 0o40) + chr(99) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(1385 - 1340) + chr(0b111000)))
return (kG7vGCqDzyIj, J_vMYIqIBWG2, Fl3DqOVoczEj)
|
explosion/spaCy
|
bin/ud/run_eval.py
|
load_default_model_sentencizer
|
def load_default_model_sentencizer(lang):
""" Load a generic spaCy model and add the sentencizer for sentence tokenization"""
loading_start = time.time()
lang_class = get_lang_class(lang)
nlp = lang_class()
nlp.add_pipe(nlp.create_pipe('sentencizer'))
loading_end = time.time()
loading_time = loading_end - loading_start
return nlp, loading_time, lang + "_default_" + 'sentencizer'
|
python
|
def load_default_model_sentencizer(lang):
""" Load a generic spaCy model and add the sentencizer for sentence tokenization"""
loading_start = time.time()
lang_class = get_lang_class(lang)
nlp = lang_class()
nlp.add_pipe(nlp.create_pipe('sentencizer'))
loading_end = time.time()
loading_time = loading_end - loading_start
return nlp, loading_time, lang + "_default_" + 'sentencizer'
|
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] |
Load a generic spaCy model and add the sentencizer for sentence tokenization
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L47-L55
|
train
|
Load a generic spaCy model and add the sentencizer for sentence tokenization
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + '\067' + chr(587 - 533), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + chr(863 - 813), 0o10), ehT0Px3KOsy9(chr(1269 - 1221) + chr(0b101010 + 0o105) + '\x36' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(773 - 723) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x37' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + '\063' + chr(0b11011 + 0o26) + chr(0b110 + 0o52), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101) + chr(878 - 825), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10100 + 0o37) + chr(0b110111) + chr(49), 40038 - 40030), ehT0Px3KOsy9(chr(1295 - 1247) + '\x6f' + chr(0b110001) + chr(49) + chr(2066 - 2016), ord("\x08")), ehT0Px3KOsy9(chr(2048 - 2000) + chr(0b1101111) + '\x33' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b100001 + 0o17) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + '\x31', 0o10), ehT0Px3KOsy9(chr(234 - 186) + chr(1243 - 1132) + chr(1936 - 1885) + '\064' + chr(0b10000 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110011) + chr(0b101101 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(364 - 316) + '\157' + chr(1865 - 1816) + '\x32' + chr(369 - 315), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2370 - 2320) + chr(54) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b10101 + 0o35) + '\061' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b100000 + 0o20) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\064' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1583 - 1472) + chr(53) + chr(53), 8), ehT0Px3KOsy9(chr(1754 - 1706) + '\x6f' + chr(242 - 193) + '\x37' + '\060', 12338 - 12330), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + chr(1408 - 1359) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(50) + chr(0b110110) + chr(0b11010 + 0o30), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(53) + chr(0b110011), 52026 - 52018), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11001 + 0o31) + chr(52) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(564 - 516) + chr(12157 - 12046) + '\x32' + chr(53) + '\x32', 28366 - 28358), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(50) + chr(55), 2791 - 2783), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x37' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1100000 + 0o17) + '\x34' + chr(0b101101 + 0o4), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110000) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\067' + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b110100) + chr(0b110100), 50430 - 50422), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(2107 - 2056) + chr(2024 - 1971) + chr(2496 - 2443), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\066' + chr(0b110110), 17345 - 17337), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(543 - 493) + chr(744 - 692) + chr(1092 - 1037), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b111100 + 0o63) + chr(1125 - 1076) + chr(262 - 209) + '\065', 0o10), ehT0Px3KOsy9(chr(1439 - 1391) + chr(0b1101111) + '\x32' + '\x31' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(1969 - 1918) + chr(53), 52551 - 52543)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + chr(0b110101) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x10'), chr(100) + chr(0b1100101) + chr(99) + chr(0b10011 + 0o134) + chr(6541 - 6441) + chr(0b1100101))('\165' + chr(0b1110100) + chr(6389 - 6287) + '\x2d' + chr(2773 - 2717)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Lvean_vWp2Fz(ZH6CblBpklA9):
i3dXoBuFbydx = ltvhPP4VhXre.time()
He5HhDmwunsB = AZJ0AwmVLmhr(ZH6CblBpklA9)
kG7vGCqDzyIj = He5HhDmwunsB()
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'_^QK\x8b\xa1]\x9c'), '\x64' + chr(0b1001001 + 0o34) + chr(0b1100011) + chr(4412 - 4301) + '\144' + chr(0b1100101))(chr(117) + '\164' + chr(0b101101 + 0o71) + chr(626 - 581) + '\x38'))(xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b']HPu\x8f\xadr\x89#l\xa6'), '\144' + chr(0b1100101) + '\143' + chr(0b1001100 + 0o43) + chr(100) + chr(0b1100101))(chr(10283 - 10166) + '\x74' + chr(102) + chr(1927 - 1882) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'M_[`\x9e\xa6N\x900y\xb1'), chr(0b10 + 0o142) + chr(8589 - 8488) + '\143' + chr(0b1101111 + 0o0) + '\x64' + '\145')(chr(0b1111 + 0o146) + chr(10332 - 10216) + chr(5814 - 5712) + chr(45) + chr(1116 - 1060))))
IJAbM8Zlg0qD = ltvhPP4VhXre.time()
J_vMYIqIBWG2 = IJAbM8Zlg0qD - i3dXoBuFbydx
return (kG7vGCqDzyIj, J_vMYIqIBWG2, ZH6CblBpklA9 + xafqLlk3kkUe(SXOLrMavuUCe(b'a^Pr\x9a\xbdA\x8d\x15'), '\x64' + chr(0b100100 + 0o101) + '\143' + chr(111) + '\144' + '\x65')(chr(117) + '\164' + '\x66' + chr(0b101101) + '\070') + xafqLlk3kkUe(SXOLrMavuUCe(b'M_[`\x9e\xa6N\x900y\xb1'), chr(0b1100011 + 0o1) + '\145' + '\143' + chr(0b1101011 + 0o4) + chr(0b1100100) + '\x65')('\x75' + chr(167 - 51) + chr(4933 - 4831) + '\055' + chr(56)))
|
explosion/spaCy
|
bin/ud/run_eval.py
|
get_freq_tuples
|
def get_freq_tuples(my_list, print_total_threshold):
""" Turn a list of errors into frequency-sorted tuples thresholded by a certain total number """
d = {}
for token in my_list:
d.setdefault(token, 0)
d[token] += 1
return sorted(d.items(), key=operator.itemgetter(1), reverse=True)[:print_total_threshold]
|
python
|
def get_freq_tuples(my_list, print_total_threshold):
""" Turn a list of errors into frequency-sorted tuples thresholded by a certain total number """
d = {}
for token in my_list:
d.setdefault(token, 0)
d[token] += 1
return sorted(d.items(), key=operator.itemgetter(1), reverse=True)[:print_total_threshold]
|
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] |
Turn a list of errors into frequency-sorted tuples thresholded by a certain total number
|
[
"Turn",
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L62-L68
|
train
|
Turn a list of errors into frequency - sorted tuples thresholded by a certain total number
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x30' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5371 - 5260) + '\062' + chr(0b110000) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(0b100011 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(1328 - 1280) + chr(111) + chr(51) + chr(0b10110 + 0o32) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7557 - 7446) + chr(51) + chr(0b1001 + 0o51) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\061' + chr(0b1000 + 0o52), 15792 - 15784), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(202 - 150) + chr(0b11000 + 0o32), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10010 + 0o40) + '\067' + chr(48), 17071 - 17063), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + '\x32' + '\x31' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(2359 - 2304) + chr(0b100101 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(53) + '\064', 34057 - 34049), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1852 - 1803) + chr(52) + chr(0b0 + 0o66), 10727 - 10719), ehT0Px3KOsy9('\060' + '\157' + chr(0b101100 + 0o6) + '\x36' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(1621 - 1571) + '\061', 61811 - 61803), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(0b11101 + 0o24) + '\061' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + chr(51) + chr(53) + chr(0b110010), 35469 - 35461), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b100011 + 0o15) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + '\062' + chr(0b10101 + 0o37) + chr(0b101111 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + '\x36' + '\061', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\062' + chr(52), 680 - 672), ehT0Px3KOsy9(chr(0b110000) + chr(8683 - 8572) + chr(0b101000 + 0o12) + chr(2588 - 2533) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(943 - 895) + chr(0b10 + 0o155) + chr(49) + chr(0b110100) + chr(0b110001), 24963 - 24955), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b110010) + chr(0b11001 + 0o34), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\x32' + chr(0b1100 + 0o46) + '\061', 9014 - 9006), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\061', 9603 - 9595), ehT0Px3KOsy9(chr(604 - 556) + '\x6f' + chr(2157 - 2106) + chr(0b110110) + '\x31', 54849 - 54841), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11010 + 0o30) + chr(0b110101) + chr(0b110000), 24890 - 24882), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110100) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b101010 + 0o15) + chr(52), 41090 - 41082), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\x32' + chr(0b10111 + 0o33) + chr(2051 - 2003), 12215 - 12207), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1896 - 1845) + chr(0b110010) + '\062', 0b1000), ehT0Px3KOsy9(chr(527 - 479) + chr(0b101110 + 0o101) + '\063' + chr(0b101001 + 0o7) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(10245 - 10134) + '\062' + chr(0b110010) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b110111) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(1905 - 1854) + chr(1626 - 1573), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101110 + 0o4) + chr(0b101010 + 0o13) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(54) + chr(49), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\x34', 8), ehT0Px3KOsy9(chr(1831 - 1783) + '\157' + chr(0b110101) + '\063', 13864 - 13856), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110011) + chr(0b1100 + 0o51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + chr(0b1010 + 0o46), 59565 - 59557)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xac'), chr(0b1100100) + '\145' + chr(99) + '\x6f' + '\144' + '\145')(chr(117) + chr(12231 - 12115) + chr(0b1100110) + chr(0b101101) + chr(963 - 907)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def scjlIW7poQvA(hBIZBdkLRZNK, swHMVOJteOi3):
pd3lxn9vqWxp = {}
for mTy3fac_AqJ5 in hBIZBdkLRZNK:
xafqLlk3kkUe(pd3lxn9vqWxp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\xe6v\xa2\xb0\xec\x83\xcd\xe1\x8f'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b101011 + 0o104) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1001000 + 0o54) + chr(0b110001 + 0o65) + '\055' + chr(56)))(mTy3fac_AqJ5, ehT0Px3KOsy9('\x30' + '\157' + '\060', 0b1000))
pd3lxn9vqWxp[mTy3fac_AqJ5] += ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\061', ord("\x08"))
return vUlqIvNSaRMa(xafqLlk3kkUe(pd3lxn9vqWxp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\xf9t\xa3\x9c\xd0\xd1\xf1\xe1\xa8d_'), chr(5752 - 5652) + chr(101) + chr(6059 - 5960) + chr(0b1101111) + '\x64' + chr(1781 - 1680))('\165' + chr(0b100000 + 0o124) + '\x66' + chr(45) + '\x38'))(), key=xafqLlk3kkUe(xJShi6yitBWy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xf7g\xab\xb2\xef\x96\xcc\xe8\x89'), chr(2480 - 2380) + chr(2151 - 2050) + chr(99) + chr(0b1101010 + 0o5) + chr(5369 - 5269) + chr(0b1100101))(chr(0b111111 + 0o66) + chr(0b1110100) + chr(5909 - 5807) + '\055' + chr(0b111 + 0o61)))(ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(0b1110 + 0o43), 8)), reverse=ehT0Px3KOsy9(chr(2180 - 2132) + '\157' + '\061', 8))[:swHMVOJteOi3]
|
explosion/spaCy
|
bin/ud/run_eval.py
|
_contains_blinded_text
|
def _contains_blinded_text(stats_xml):
""" Heuristic to determine whether the treebank has blinded texts or not """
tree = ET.parse(stats_xml)
root = tree.getroot()
total_tokens = int(root.find('size/total/tokens').text)
unique_lemmas = int(root.find('lemmas').get('unique'))
# assume the corpus is largely blinded when there are less than 1% unique tokens
return (unique_lemmas / total_tokens) < 0.01
|
python
|
def _contains_blinded_text(stats_xml):
""" Heuristic to determine whether the treebank has blinded texts or not """
tree = ET.parse(stats_xml)
root = tree.getroot()
total_tokens = int(root.find('size/total/tokens').text)
unique_lemmas = int(root.find('lemmas').get('unique'))
# assume the corpus is largely blinded when there are less than 1% unique tokens
return (unique_lemmas / total_tokens) < 0.01
|
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"return",
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"unique_lemmas",
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] |
Heuristic to determine whether the treebank has blinded texts or not
|
[
"Heuristic",
"to",
"determine",
"whether",
"the",
"treebank",
"has",
"blinded",
"texts",
"or",
"not"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L71-L79
|
train
|
Heuristic to determine whether the treebank contains blinded texts
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2006 - 1958) + '\157' + chr(320 - 270) + chr(0b110010 + 0o0) + '\x35', 0o10), ehT0Px3KOsy9(chr(105 - 57) + '\157' + chr(52) + chr(107 - 53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b10001 + 0o44) + chr(0b11000 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(1511 - 1463) + '\157' + chr(49) + chr(0b10111 + 0o35) + chr(2393 - 2338), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(136 - 86) + chr(437 - 389) + '\061', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b100001 + 0o116) + chr(0b101100 + 0o6) + chr(0b110101) + chr(0b10111 + 0o34), 41926 - 41918), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + '\x33' + '\060' + '\061', 0o10), ehT0Px3KOsy9(chr(273 - 225) + chr(2878 - 2767) + chr(0b1100 + 0o46) + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1506 - 1456) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8363 - 8252) + chr(52) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1572 - 1523) + '\067' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1571 - 1460) + chr(0b110001) + chr(53) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(50) + chr(0b110101) + '\x34', 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(10585 - 10474) + chr(0b1100 + 0o45) + chr(2092 - 2043) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1937 - 1889) + chr(111) + chr(0b110011) + '\065' + '\x30', 33374 - 33366), ehT0Px3KOsy9(chr(1942 - 1894) + '\x6f' + chr(0b110100) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(49) + chr(50) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(137 - 89) + chr(11766 - 11655) + chr(1306 - 1255) + chr(1676 - 1621) + chr(1829 - 1778), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\x33' + '\x37' + chr(0b11100 + 0o24), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(555 - 505) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(48) + '\x30', 0o10), ehT0Px3KOsy9(chr(1008 - 960) + '\157' + chr(2441 - 2390) + chr(1651 - 1602) + chr(177 - 127), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + chr(0b1001 + 0o50) + chr(2477 - 2427) + chr(1174 - 1124), 0o10), ehT0Px3KOsy9('\060' + chr(6463 - 6352) + chr(0b1000 + 0o52) + chr(49) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(2849 - 2795) + chr(54), 46765 - 46757), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110010) + '\065', 8), ehT0Px3KOsy9(chr(1124 - 1076) + chr(6388 - 6277) + chr(0b10101 + 0o41) + chr(0b10111 + 0o37), 34299 - 34291), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101100 + 0o5) + chr(0b11100 + 0o31) + '\x34', 8), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + '\x33' + '\060' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5354 - 5243) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(54) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o36) + '\x35' + chr(50), 59563 - 59555), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\x35' + chr(1081 - 1033), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x36' + chr(302 - 247), 58081 - 58073), ehT0Px3KOsy9(chr(699 - 651) + '\157' + chr(259 - 209) + chr(52) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1671 - 1623) + '\x6f' + '\x31' + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1000000 + 0o57) + chr(50) + chr(1612 - 1563) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(50) + '\x33', 8), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b110110) + '\x36', 13150 - 13142)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(1514 - 1466), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + chr(0b1100100) + chr(0b111110 + 0o47))(chr(0b1110101) + '\x74' + chr(0b1100 + 0o132) + chr(0b101101) + chr(0b11 + 0o65)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def p8QFzFW63R59(D485VdT2Vyn2):
ErHgKhTO5Wfb = IM5tKm6ESFBk.parse(D485VdT2Vyn2)
FiL2Xt3u2AMN = ErHgKhTO5Wfb.getroot()
rUEFAbJF4H37 = ehT0Px3KOsy9(FiL2Xt3u2AMN.find(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6O\xd6\x02\xae\xdf\xae\xecvHW\x18\xc3&\x8dK$'), '\x64' + chr(778 - 677) + chr(0b110111 + 0o54) + chr(2689 - 2578) + chr(0b110101 + 0o57) + chr(0b1100101))(chr(0b1001101 + 0o50) + chr(116) + '\x66' + '\055' + '\x38')).Ah1rInvg48Hb)
rCVZgCwgi2Si = ehT0Px3KOsy9(FiL2Xt3u2AMN.find(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9C\xc1\n\xe0\xd8'), '\x64' + chr(101) + chr(0b101100 + 0o67) + chr(111) + chr(100) + '\145')('\x75' + chr(116) + '\146' + '\055' + chr(0b101011 + 0o15))).get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0H\xc5\x16\xf4\xce'), '\144' + chr(101) + '\x63' + chr(4722 - 4611) + chr(0b110111 + 0o55) + chr(0b1100101))(chr(1638 - 1521) + chr(0b100011 + 0o121) + chr(102) + '\x2d' + '\070')))
return rCVZgCwgi2Si / rUEFAbJF4H37 < 0.01
|
explosion/spaCy
|
bin/ud/run_eval.py
|
fetch_all_treebanks
|
def fetch_all_treebanks(ud_dir, languages, corpus, best_per_language):
"""" Fetch the txt files for all treebanks for a given set of languages """
all_treebanks = dict()
treebank_size = dict()
for l in languages:
all_treebanks[l] = []
treebank_size[l] = 0
for treebank_dir in ud_dir.iterdir():
if treebank_dir.is_dir():
for txt_path in treebank_dir.iterdir():
if txt_path.name.endswith('-ud-' + corpus + '.txt'):
file_lang = txt_path.name.split('_')[0]
if file_lang in languages:
gold_path = treebank_dir / txt_path.name.replace('.txt', '.conllu')
stats_xml = treebank_dir / "stats.xml"
# ignore treebanks where the texts are not publicly available
if not _contains_blinded_text(stats_xml):
if not best_per_language:
all_treebanks[file_lang].append(txt_path)
# check the tokens in the gold annotation to keep only the biggest treebank per language
else:
with gold_path.open(mode='r', encoding='utf-8') as gold_file:
gold_ud = conll17_ud_eval.load_conllu(gold_file)
gold_tokens = len(gold_ud.tokens)
if treebank_size[file_lang] < gold_tokens:
all_treebanks[file_lang] = [txt_path]
treebank_size[file_lang] = gold_tokens
return all_treebanks
|
python
|
def fetch_all_treebanks(ud_dir, languages, corpus, best_per_language):
"""" Fetch the txt files for all treebanks for a given set of languages """
all_treebanks = dict()
treebank_size = dict()
for l in languages:
all_treebanks[l] = []
treebank_size[l] = 0
for treebank_dir in ud_dir.iterdir():
if treebank_dir.is_dir():
for txt_path in treebank_dir.iterdir():
if txt_path.name.endswith('-ud-' + corpus + '.txt'):
file_lang = txt_path.name.split('_')[0]
if file_lang in languages:
gold_path = treebank_dir / txt_path.name.replace('.txt', '.conllu')
stats_xml = treebank_dir / "stats.xml"
# ignore treebanks where the texts are not publicly available
if not _contains_blinded_text(stats_xml):
if not best_per_language:
all_treebanks[file_lang].append(txt_path)
# check the tokens in the gold annotation to keep only the biggest treebank per language
else:
with gold_path.open(mode='r', encoding='utf-8') as gold_file:
gold_ud = conll17_ud_eval.load_conllu(gold_file)
gold_tokens = len(gold_ud.tokens)
if treebank_size[file_lang] < gold_tokens:
all_treebanks[file_lang] = [txt_path]
treebank_size[file_lang] = gold_tokens
return all_treebanks
|
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] |
Fetch the txt files for all treebanks for a given set of languages
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L82-L111
|
train
|
Fetch the txt files for all treebanks for a given set of languages
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(781 - 670) + chr(50) + chr(0b10010 + 0o41) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1601 - 1553) + '\157' + '\x32' + chr(51) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b101111 + 0o100) + chr(813 - 762) + chr(1765 - 1717) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110000) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b10000 + 0o47), 21548 - 21540), ehT0Px3KOsy9(chr(662 - 614) + '\x6f' + '\x32' + '\061' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b1011 + 0o52) + chr(0b11101 + 0o27), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2403 - 2352) + chr(0b100000 + 0o26) + chr(48), 62676 - 62668), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(538 - 483) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\x35' + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + '\066' + '\x37', 4314 - 4306), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10 + 0o63) + '\x35', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(740 - 691) + chr(2608 - 2555) + chr(1537 - 1484), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001 + 0o2) + '\067' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + '\062' + chr(51) + chr(0b1 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\061' + chr(0b1011 + 0o46), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\x34' + '\x32', 57540 - 57532), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1208 - 1157) + chr(48) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110000 + 0o6) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1262 - 1211) + chr(49) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11842 - 11731) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(55) + '\x33', 30312 - 30304), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b101 + 0o57) + chr(48), 42891 - 42883), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(50) + chr(0b101001 + 0o11) + chr(1649 - 1597), 9452 - 9444), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1285 - 1232) + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b100011 + 0o24) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\063' + chr(1943 - 1892) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1110 + 0o45) + chr(1474 - 1423) + chr(0b10111 + 0o35), 8), ehT0Px3KOsy9('\x30' + chr(257 - 146) + chr(1360 - 1311) + chr(1635 - 1581) + chr(2662 - 2607), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\064' + '\065', 0o10), ehT0Px3KOsy9(chr(1541 - 1493) + '\x6f' + chr(0b110000 + 0o6) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x30', 8), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(3770 - 3659) + chr(50) + chr(2903 - 2848) + '\062', 17062 - 17054), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(294 - 245) + chr(0b101110 + 0o7) + chr(0b0 + 0o64), 45691 - 45683), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11111 + 0o24) + chr(269 - 220) + chr(0b111 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(0b110110) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\x32' + '\064', 8), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + chr(0b1011 + 0o47) + chr(53) + chr(0b101010 + 0o6), 5170 - 5162), ehT0Px3KOsy9('\060' + chr(11357 - 11246) + '\063' + '\x31' + chr(0b11 + 0o60), 8), ehT0Px3KOsy9(chr(596 - 548) + chr(0b1101111) + chr(691 - 638), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\065' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1010110 + 0o31) + chr(3221 - 3121) + chr(101))(chr(0b110100 + 0o101) + chr(0b0 + 0o164) + '\146' + chr(1407 - 1362) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lc4vr0dcqZBk(FwaZCY4iIGOe, DHr1E95_Ab2Q, rTVv_D1QF3if, GLywgpTTH7rT):
a04s0tDDvCPJ = wLqBDw8l0eIm()
Gar3BBVnutBY = wLqBDw8l0eIm()
for aLoH_Mt0dzwO in DHr1E95_Ab2Q:
a04s0tDDvCPJ[aLoH_Mt0dzwO] = []
Gar3BBVnutBY[aLoH_Mt0dzwO] = ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + '\x30', 8)
for wQKVoluIT4bN in xafqLlk3kkUe(FwaZCY4iIGOe, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xec\xa0\xf5K\xe4\x9e'), '\x64' + chr(0b11011 + 0o112) + '\x63' + chr(0b1101111) + '\144' + '\145')('\x75' + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b111000)))():
if xafqLlk3kkUe(wQKVoluIT4bN, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xeb\x9a\xe3F\xff'), '\x64' + chr(0b101100 + 0o71) + chr(0b10001 + 0o122) + '\x6f' + chr(100) + chr(2189 - 2088))(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(0b110011 + 0o5)))():
for NHVQiBSt5lUv in xafqLlk3kkUe(wQKVoluIT4bN, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xec\xa0\xf5K\xe4\x9e'), chr(0b1011110 + 0o6) + '\x65' + chr(0b1100011) + chr(111) + chr(4020 - 3920) + chr(101))(chr(0b1110101) + chr(0b1111 + 0o145) + chr(9284 - 9182) + '\055' + chr(78 - 22)))():
if xafqLlk3kkUe(NHVQiBSt5lUv.name, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\xf6\xa1\xf4X\xe4\x98\x98'), chr(0b1011101 + 0o7) + chr(0b110101 + 0o60) + '\x63' + '\x6f' + chr(4029 - 3929) + chr(7550 - 7449))('\165' + chr(0b1101001 + 0o13) + chr(102) + chr(938 - 893) + chr(2004 - 1948)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\xed\xa1\xaa'), chr(100) + chr(0b111001 + 0o54) + chr(5146 - 5047) + '\157' + chr(0b1100100 + 0o0) + '\x65')(chr(7419 - 7302) + '\x74' + chr(1380 - 1278) + chr(757 - 712) + '\x38') + rTVv_D1QF3if + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\xec\xbd\xf3'), chr(100) + chr(0b101011 + 0o72) + chr(1192 - 1093) + chr(0b1101111) + chr(3217 - 3117) + chr(0b1100101))(chr(0b1110010 + 0o3) + chr(0b110100 + 0o100) + chr(3838 - 3736) + chr(1180 - 1135) + '\x38')):
ABjhWOOq_yFX = NHVQiBSt5lUv.name.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3'), chr(0b1100100) + chr(0b10110 + 0o117) + chr(99) + chr(0b1001011 + 0o44) + chr(0b1100100) + chr(0b1001001 + 0o34))(chr(1048 - 931) + '\164' + chr(0b1000100 + 0o42) + chr(0b101101) + '\070'))[ehT0Px3KOsy9('\x30' + '\157' + '\060', 8)]
if ABjhWOOq_yFX in DHr1E95_Ab2Q:
R2MnwjfXJB4C = wQKVoluIT4bN / NHVQiBSt5lUv.name.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\xec\xbd\xf3'), chr(0b1000110 + 0o36) + chr(0b100011 + 0o102) + '\143' + chr(0b1101111) + chr(0b110001 + 0o63) + '\145')(chr(2964 - 2847) + '\x74' + '\146' + chr(0b10011 + 0o32) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\xfb\xaa\xe9C\xe1\x99'), chr(0b1100100) + chr(2260 - 2159) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1010110 + 0o17))(chr(0b1110101) + '\x74' + chr(0b100100 + 0o102) + chr(45) + '\x38'))
D485VdT2Vyn2 = wQKVoluIT4bN / xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\xec\xa4\xf3\\\xa3\x94\x9dP'), chr(0b11100 + 0o110) + chr(0b1100101) + chr(99) + chr(0b11010 + 0o125) + chr(100) + '\145')(chr(0b100101 + 0o120) + chr(13266 - 13150) + chr(0b1010100 + 0o22) + '\055' + chr(0b110010 + 0o6))
if not p8QFzFW63R59(D485VdT2Vyn2):
if not GLywgpTTH7rT:
xafqLlk3kkUe(a04s0tDDvCPJ[ABjhWOOq_yFX], xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\xe8\xb5\xe2A\xe9'), chr(4266 - 4166) + '\x65' + chr(2210 - 2111) + chr(1705 - 1594) + chr(0b10101 + 0o117) + chr(0b1100101))(chr(117) + '\164' + chr(6345 - 6243) + '\055' + chr(2909 - 2853)))(NHVQiBSt5lUv)
else:
with xafqLlk3kkUe(R2MnwjfXJB4C, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\xe8\xa0\xe9'), chr(0b10 + 0o142) + chr(101) + chr(99) + chr(111) + '\x64' + chr(101))(chr(117) + '\164' + chr(6068 - 5966) + chr(0b101101) + chr(2745 - 2689)))(mode=xafqLlk3kkUe(SXOLrMavuUCe(b'\xee'), chr(9290 - 9190) + chr(0b111011 + 0o52) + chr(0b1100011) + chr(0b1101111) + '\144' + '\145')('\165' + chr(0b1110100) + chr(102) + '\055' + chr(1644 - 1588)), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\xec\xa3\xaa\x17'), chr(0b1100100) + chr(2880 - 2779) + chr(99) + chr(111) + chr(100) + '\x65')(chr(0b1000001 + 0o64) + chr(0b1011101 + 0o27) + chr(0b1100110) + chr(194 - 149) + chr(56))) as Mx76E4l4aZ2K:
Y5g5ppuJWhrh = Bsz1J3njCln5.load_conllu(Mx76E4l4aZ2K)
asduH4l45YEJ = c2A0yzQpDQB3(Y5g5ppuJWhrh.Sz7tXxaCGqJ1)
if Gar3BBVnutBY[ABjhWOOq_yFX] < asduH4l45YEJ:
a04s0tDDvCPJ[ABjhWOOq_yFX] = [NHVQiBSt5lUv]
Gar3BBVnutBY[ABjhWOOq_yFX] = asduH4l45YEJ
return a04s0tDDvCPJ
|
explosion/spaCy
|
bin/ud/run_eval.py
|
run_single_eval
|
def run_single_eval(nlp, loading_time, print_name, text_path, gold_ud, tmp_output_path, out_file, print_header,
check_parse, print_freq_tasks):
"""" Run an evaluation of a model nlp on a certain specified treebank """
with text_path.open(mode='r', encoding='utf-8') as f:
flat_text = f.read()
# STEP 1: tokenize text
tokenization_start = time.time()
texts = split_text(flat_text)
docs = list(nlp.pipe(texts))
tokenization_end = time.time()
tokenization_time = tokenization_end - tokenization_start
# STEP 2: record stats and timings
tokens_per_s = int(len(gold_ud.tokens) / tokenization_time)
print_header_1 = ['date', 'text_path', 'gold_tokens', 'model', 'loading_time', 'tokenization_time', 'tokens_per_s']
print_string_1 = [str(datetime.date.today()), text_path.name, len(gold_ud.tokens),
print_name, "%.2f" % loading_time, "%.2f" % tokenization_time, tokens_per_s]
# STEP 3: evaluate predicted tokens and features
with tmp_output_path.open(mode="w", encoding="utf8") as tmp_out_file:
write_conllu(docs, tmp_out_file)
with tmp_output_path.open(mode="r", encoding="utf8") as sys_file:
sys_ud = conll17_ud_eval.load_conllu(sys_file, check_parse=check_parse)
tmp_output_path.unlink()
scores = conll17_ud_eval.evaluate(gold_ud, sys_ud, check_parse=check_parse)
# STEP 4: format the scoring results
eval_headers = EVAL_PARSE
if not check_parse:
eval_headers = EVAL_NO_PARSE
for score_name in eval_headers:
score = scores[score_name]
print_string_1.extend(["%.2f" % score.precision,
"%.2f" % score.recall,
"%.2f" % score.f1])
print_string_1.append("-" if score.aligned_accuracy is None else "%.2f" % score.aligned_accuracy)
print_string_1.append("-" if score.undersegmented is None else "%.4f" % score.under_perc)
print_string_1.append("-" if score.oversegmented is None else "%.4f" % score.over_perc)
print_header_1.extend([score_name + '_p', score_name + '_r', score_name + '_F', score_name + '_acc',
score_name + '_under', score_name + '_over'])
if score_name in print_freq_tasks:
print_header_1.extend([score_name + '_word_under_ex', score_name + '_shape_under_ex',
score_name + '_word_over_ex', score_name + '_shape_over_ex'])
d_under_words = get_freq_tuples(score.undersegmented, PRINT_TOTAL)
d_under_shapes = get_freq_tuples([word_shape(x) for x in score.undersegmented], PRINT_TOTAL)
d_over_words = get_freq_tuples(score.oversegmented, PRINT_TOTAL)
d_over_shapes = get_freq_tuples([word_shape(x) for x in score.oversegmented], PRINT_TOTAL)
# saving to CSV with ; seperator so blinding ; in the example output
print_string_1.append(
str({k: v for k, v in d_under_words if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
print_string_1.append(
str({k: v for k, v in d_under_shapes if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
print_string_1.append(
str({k: v for k, v in d_over_words if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
print_string_1.append(
str({k: v for k, v in d_over_shapes if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
# STEP 5: print the formatted results to CSV
if print_header:
out_file.write(';'.join(map(str, print_header_1)) + '\n')
out_file.write(';'.join(map(str, print_string_1)) + '\n')
|
python
|
def run_single_eval(nlp, loading_time, print_name, text_path, gold_ud, tmp_output_path, out_file, print_header,
check_parse, print_freq_tasks):
"""" Run an evaluation of a model nlp on a certain specified treebank """
with text_path.open(mode='r', encoding='utf-8') as f:
flat_text = f.read()
# STEP 1: tokenize text
tokenization_start = time.time()
texts = split_text(flat_text)
docs = list(nlp.pipe(texts))
tokenization_end = time.time()
tokenization_time = tokenization_end - tokenization_start
# STEP 2: record stats and timings
tokens_per_s = int(len(gold_ud.tokens) / tokenization_time)
print_header_1 = ['date', 'text_path', 'gold_tokens', 'model', 'loading_time', 'tokenization_time', 'tokens_per_s']
print_string_1 = [str(datetime.date.today()), text_path.name, len(gold_ud.tokens),
print_name, "%.2f" % loading_time, "%.2f" % tokenization_time, tokens_per_s]
# STEP 3: evaluate predicted tokens and features
with tmp_output_path.open(mode="w", encoding="utf8") as tmp_out_file:
write_conllu(docs, tmp_out_file)
with tmp_output_path.open(mode="r", encoding="utf8") as sys_file:
sys_ud = conll17_ud_eval.load_conllu(sys_file, check_parse=check_parse)
tmp_output_path.unlink()
scores = conll17_ud_eval.evaluate(gold_ud, sys_ud, check_parse=check_parse)
# STEP 4: format the scoring results
eval_headers = EVAL_PARSE
if not check_parse:
eval_headers = EVAL_NO_PARSE
for score_name in eval_headers:
score = scores[score_name]
print_string_1.extend(["%.2f" % score.precision,
"%.2f" % score.recall,
"%.2f" % score.f1])
print_string_1.append("-" if score.aligned_accuracy is None else "%.2f" % score.aligned_accuracy)
print_string_1.append("-" if score.undersegmented is None else "%.4f" % score.under_perc)
print_string_1.append("-" if score.oversegmented is None else "%.4f" % score.over_perc)
print_header_1.extend([score_name + '_p', score_name + '_r', score_name + '_F', score_name + '_acc',
score_name + '_under', score_name + '_over'])
if score_name in print_freq_tasks:
print_header_1.extend([score_name + '_word_under_ex', score_name + '_shape_under_ex',
score_name + '_word_over_ex', score_name + '_shape_over_ex'])
d_under_words = get_freq_tuples(score.undersegmented, PRINT_TOTAL)
d_under_shapes = get_freq_tuples([word_shape(x) for x in score.undersegmented], PRINT_TOTAL)
d_over_words = get_freq_tuples(score.oversegmented, PRINT_TOTAL)
d_over_shapes = get_freq_tuples([word_shape(x) for x in score.oversegmented], PRINT_TOTAL)
# saving to CSV with ; seperator so blinding ; in the example output
print_string_1.append(
str({k: v for k, v in d_under_words if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
print_string_1.append(
str({k: v for k, v in d_under_shapes if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
print_string_1.append(
str({k: v for k, v in d_over_words if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
print_string_1.append(
str({k: v for k, v in d_over_shapes if v > PRINT_FREQ}).replace(";", "*SEMICOLON*"))
# STEP 5: print the formatted results to CSV
if print_header:
out_file.write(';'.join(map(str, print_header_1)) + '\n')
out_file.write(';'.join(map(str, print_string_1)) + '\n')
|
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] |
Run an evaluation of a model nlp on a certain specified treebank
|
[
"Run",
"an",
"evaluation",
"of",
"a",
"model",
"nlp",
"on",
"a",
"certain",
"specified",
"treebank"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L114-L181
|
train
|
Run an evaluation of a model nlp on a certain treebank.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1055 - 1007) + chr(0b1100011 + 0o14) + '\x33' + chr(0b110001), 40631 - 40623), ehT0Px3KOsy9(chr(48) + chr(4166 - 4055) + chr(0b110011) + '\061' + chr(1278 - 1223), 55216 - 55208), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(50) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b110000) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b10010 + 0o41) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(613 - 561) + chr(52), 8297 - 8289), ehT0Px3KOsy9('\060' + chr(6772 - 6661) + chr(1375 - 1325) + '\060' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(55) + chr(2042 - 1991), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(2262 - 2151) + chr(51) + '\060' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101010 + 0o13) + chr(1585 - 1537), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10011 + 0o36) + chr(0b1101 + 0o47) + chr(0b1110 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(1920 - 1872) + chr(0b1001100 + 0o43) + '\065' + '\x30', 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1011001 + 0o26) + chr(0b110001) + chr(2281 - 2228) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(1576 - 1526), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(1478 - 1429) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110100) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\x37' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(385 - 337) + chr(2542 - 2431) + chr(53) + chr(0b1010 + 0o53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1699 - 1648) + '\062' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1691 - 1640) + chr(0b111 + 0o51) + chr(665 - 614), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2020 - 1971) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11100 + 0o123) + chr(0b1100 + 0o45) + '\065' + '\063', 47721 - 47713), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1101 + 0o45) + chr(1020 - 972) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11507 - 11396) + chr(50) + chr(0b10001 + 0o37) + chr(0b100000 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(54) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1010110 + 0o31) + '\063' + chr(49) + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(50) + chr(1271 - 1223), 6742 - 6734), ehT0Px3KOsy9(chr(0b110000) + chr(8237 - 8126) + chr(0b1 + 0o61) + chr(0b100011 + 0o17) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10001 + 0o46) + chr(55), 45066 - 45058), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110011) + '\x37' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + '\066' + chr(0b100110 + 0o12), 29884 - 29876), ehT0Px3KOsy9('\060' + chr(0b10111 + 0o130) + '\063' + chr(49) + chr(1518 - 1468), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\x30' + '\x35', 0b1000), ehT0Px3KOsy9(chr(596 - 548) + '\157' + chr(1776 - 1727) + chr(51) + '\x33', 40169 - 40161), ehT0Px3KOsy9('\x30' + chr(6378 - 6267) + '\x33' + chr(2046 - 1991) + '\x36', 205 - 197), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + '\063' + chr(51) + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + chr(2251 - 2140) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(52) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + '\x34' + chr(1347 - 1295), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'7'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101001 + 0o6) + chr(0b100101 + 0o77) + chr(0b1010100 + 0o21))('\x75' + chr(0b111100 + 0o70) + chr(0b1100110) + chr(0b1100 + 0o41) + chr(2382 - 2326)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WsqNIW9p_B2T(kG7vGCqDzyIj, J_vMYIqIBWG2, hK1KNgyimPo7, sq4SRB9WSkZL, Y5g5ppuJWhrh, hrV6wGJtOW43, U8wA4lU_TKCc, LYhhlS3rvpdC, kaoT04LbMfZ5, ixnyIGmz6Svk):
with xafqLlk3kkUe(sq4SRB9WSkZL, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xbf7\xa8'), chr(7414 - 7314) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + chr(10030 - 9929))(chr(117) + chr(116) + chr(0b10 + 0o144) + chr(0b101101) + chr(0b110010 + 0o6)))(mode=xafqLlk3kkUe(SXOLrMavuUCe(b'k'), '\144' + chr(2148 - 2047) + chr(0b1100011) + chr(0b1011111 + 0o20) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1010001 + 0o25) + chr(0b100110 + 0o7) + '\070'), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'l\xbb4\xeb\xe6'), chr(0b11001 + 0o113) + chr(101) + chr(6771 - 6672) + '\157' + chr(100) + '\145')('\x75' + chr(7654 - 7538) + '\146' + '\x2d' + chr(0b101110 + 0o12))) as EGyt1xfPT1P6:
p336TiXEmpMA = EGyt1xfPT1P6.U6MiWrhuCi2Y()
UC8YAY97aFmy = ltvhPP4VhXre.time()
qEEOZdZZaFyI = _EDbxR7MpPAA(p336TiXEmpMA)
ASpvqKej94Wj = YyaZ4tpXu4lf(kG7vGCqDzyIj.pipe(qEEOZdZZaFyI))
Hslbcsoqvw3X = ltvhPP4VhXre.time()
FXSJENHX2cEd = Hslbcsoqvw3X - UC8YAY97aFmy
x82SrdlAwHYa = ehT0Px3KOsy9(c2A0yzQpDQB3(Y5g5ppuJWhrh.Sz7tXxaCGqJ1) / FXSJENHX2cEd)
aLv6CyqLWnnG = [xafqLlk3kkUe(SXOLrMavuUCe(b'}\xae&\xa3'), chr(3235 - 3135) + '\x65' + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(117) + '\164' + chr(102) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'm\xaa*\xb2\x81\x94\xe0\x8f\xaa'), chr(0b1011100 + 0o10) + '\x65' + '\143' + chr(0b1001101 + 0o42) + chr(5302 - 5202) + chr(101))('\165' + '\x74' + chr(0b1100110) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'~\xa0>\xa2\x81\x90\xee\x90\xa7F\x15'), chr(100) + '\x65' + '\x63' + '\157' + chr(1883 - 1783) + chr(0b1001000 + 0o35))('\165' + chr(0b1110100) + chr(1321 - 1219) + chr(0b101101) + chr(1435 - 1379)), xafqLlk3kkUe(SXOLrMavuUCe(b't\xa06\xa3\xb2'), chr(100) + '\145' + '\x63' + chr(111) + chr(100) + '\145')(chr(0b1110101) + '\164' + chr(7614 - 7512) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'u\xa03\xa2\xb7\x8a\xe6\xa4\xb6A\x0bM'), chr(7230 - 7130) + chr(0b110100 + 0o61) + chr(99) + chr(0b1101111) + '\144' + chr(0b100010 + 0o103))(chr(0b10101 + 0o140) + '\x74' + chr(0b101110 + 0o70) + chr(0b101101) + chr(0b101001 + 0o17)), xafqLlk3kkUe(SXOLrMavuUCe(b'm\xa09\xa3\xb0\x8d\xfb\x9a\xb6A\tF5vx\xa7F'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + chr(9169 - 9069) + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(223 - 178) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'm\xa09\xa3\xb0\x97\xde\x8b\xa7Z9['), chr(4195 - 4095) + chr(101) + '\x63' + chr(0b1101011 + 0o4) + chr(0b110000 + 0o64) + chr(0b1100101))('\165' + chr(116) + chr(8640 - 8538) + '\x2d' + '\070')]
pevrfD0QdX3y = [M8_cKLkHVB2V(zKdiQFzuryNR.date.today()), sq4SRB9WSkZL.AIvJRzLdDfgF, c2A0yzQpDQB3(Y5g5ppuJWhrh.Sz7tXxaCGqJ1), hK1KNgyimPo7, xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1`\xa0'), chr(0b1 + 0o143) + chr(0b1100101) + chr(99) + chr(111) + '\x64' + chr(1436 - 1335))('\x75' + chr(0b1110100) + chr(102) + '\055' + '\x38') % J_vMYIqIBWG2, xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1`\xa0'), chr(0b110100 + 0o60) + '\x65' + '\143' + chr(0b1101111) + chr(100) + chr(8028 - 7927))(chr(0b1110010 + 0o3) + chr(3315 - 3199) + chr(0b1100101 + 0o1) + chr(45) + chr(0b11010 + 0o36)) % FXSJENHX2cEd, x82SrdlAwHYa]
with xafqLlk3kkUe(hrV6wGJtOW43, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xbf7\xa8'), chr(0b1100100) + '\x65' + chr(5684 - 5585) + chr(111) + '\144' + chr(0b1100101))('\165' + '\x74' + chr(102) + chr(0b101011 + 0o2) + '\x38'))(mode=xafqLlk3kkUe(SXOLrMavuUCe(b'n'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(11796 - 11685) + chr(5736 - 5636) + chr(1638 - 1537))(chr(1620 - 1503) + chr(3339 - 3223) + chr(0b1100110) + chr(0b101101) + chr(56)), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'l\xbb4\xfe'), '\144' + chr(101) + chr(5575 - 5476) + '\x6f' + '\144' + chr(101))('\165' + chr(0b1110100) + chr(102) + '\055' + chr(3086 - 3030))) as UQTTZa5u1Z_w:
R8MqjDLv8Sw0(ASpvqKej94Wj, UQTTZa5u1Z_w)
with xafqLlk3kkUe(hrV6wGJtOW43, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xbf7\xa8'), '\144' + '\x65' + chr(5459 - 5360) + '\x6f' + chr(100) + chr(101))(chr(0b1010001 + 0o44) + chr(0b1110100) + chr(0b11100 + 0o112) + chr(438 - 393) + chr(0b110011 + 0o5)))(mode=xafqLlk3kkUe(SXOLrMavuUCe(b'k'), '\x64' + chr(0b1010000 + 0o25) + chr(0b1100011 + 0o0) + '\x6f' + chr(100) + chr(0b10110 + 0o117))('\x75' + '\164' + '\146' + chr(45) + '\x38'), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'l\xbb4\xfe'), chr(0b1100100) + chr(0b1100101) + chr(0b100001 + 0o102) + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(0b111000))) as cvRvs0krNXgP:
_C9sGhuNOvPA = Bsz1J3njCln5.load_conllu(cvRvs0krNXgP, check_parse=kaoT04LbMfZ5)
xafqLlk3kkUe(hrV6wGJtOW43, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xa1>\xaf\xb0\x8f'), chr(0b1100100 + 0o0) + '\145' + chr(5996 - 5897) + '\157' + chr(0b1011 + 0o131) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100 + 0o0) + chr(0b111000 + 0o56) + chr(0b10010 + 0o33) + '\070'))()
b8rpGniBNUPr = Bsz1J3njCln5.evaluate(Y5g5ppuJWhrh, _C9sGhuNOvPA, check_parse=kaoT04LbMfZ5)
Ap3kBqYPWmpz = dIp6EGqRvh7c
if not kaoT04LbMfZ5:
Ap3kBqYPWmpz = ASeFxVmmdY7g
for sH7xHnInHQJV in Ap3kBqYPWmpz:
n9fd4FsgoqFs = b8rpGniBNUPr[sH7xHnInHQJV]
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb7&\xa3\xb0\x80'), '\x64' + '\145' + chr(0b1011000 + 0o13) + chr(0b1011 + 0o144) + '\x64' + chr(9283 - 9182))(chr(117) + chr(116) + chr(0b1100110) + '\055' + '\x38'))([xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1`\xa0'), chr(4025 - 3925) + chr(0b1100101) + chr(99) + chr(0b1001010 + 0o45) + chr(0b1100100) + chr(0b11010 + 0o113))(chr(0b1110000 + 0o5) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070') % xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'i\xbd7\xa5\xb7\x97\xe8\x94\xac'), chr(1582 - 1482) + '\x65' + chr(4616 - 4517) + chr(0b1101111) + '\x64' + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b1001 + 0o44) + chr(3005 - 2949))), xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1`\xa0'), chr(0b1111 + 0o125) + '\145' + '\143' + chr(111) + chr(0b1100100) + chr(0b101111 + 0o66))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\x2d' + '\070') % xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xaa1\xa7\xb2\x88'), '\x64' + chr(101) + '\143' + chr(4448 - 4337) + '\144' + '\145')(chr(117) + chr(3323 - 3207) + '\146' + '\055' + chr(3094 - 3038))), xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1`\xa0'), chr(100) + chr(2083 - 1982) + chr(99) + '\x6f' + chr(0b101101 + 0o67) + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + chr(0b101101) + '\070') % xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xfe'), '\x64' + chr(0b10001 + 0o124) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b101101 + 0o110) + chr(0b1110100) + '\x66' + '\x2d' + chr(56)))])
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xbf"\xa3\xb0\x80'), chr(0b101 + 0o137) + chr(3367 - 3266) + chr(99) + chr(0b1011110 + 0o21) + '\x64' + '\x65')(chr(117) + '\x74' + chr(0b1100110) + '\055' + chr(891 - 835)))(xafqLlk3kkUe(SXOLrMavuUCe(b'4'), chr(100) + chr(0b1100101) + chr(126 - 27) + chr(6400 - 6289) + chr(0b110110 + 0o56) + '\145')('\x75' + chr(0b110110 + 0o76) + chr(0b1100110) + chr(0b1100 + 0o41) + chr(338 - 282)) if xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xa3;\xa1\xb0\x81\xe5\xa4\xa3K\x05]\x18cr\xb3'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1011011 + 0o11) + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(138 - 82))) is None else xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1`\xa0'), '\x64' + chr(0b1100101) + chr(5886 - 5787) + chr(6690 - 6579) + chr(2498 - 2398) + chr(0b1001100 + 0o31))(chr(0b1110101) + chr(0b1001010 + 0o52) + chr(0b1001101 + 0o31) + '\x2d' + chr(737 - 681)) % xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xa3;\xa1\xb0\x81\xe5\xa4\xa3K\x05]\x18cr\xb3'), chr(2345 - 2245) + chr(0b11000 + 0o115) + chr(99) + chr(0b10 + 0o155) + chr(0b1111 + 0o125) + chr(0b1001 + 0o134))('\165' + chr(0b1110100) + '\146' + chr(0b101101) + chr(538 - 482))))
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xbf"\xa3\xb0\x80'), chr(100) + chr(101) + chr(0b1100011) + chr(0b101111 + 0o100) + chr(100) + chr(101))('\165' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(1913 - 1857)))(xafqLlk3kkUe(SXOLrMavuUCe(b'4'), '\144' + '\x65' + chr(0b1000111 + 0o34) + chr(3748 - 3637) + '\x64' + '\145')(chr(0b100100 + 0o121) + chr(7774 - 7658) + '\x66' + chr(45) + chr(56)) if xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xa16\xa3\xac\x97\xe4\x9c\xafM\x08\\\x0ff'), chr(0b1100001 + 0o3) + chr(101) + chr(99) + chr(111) + chr(0b11010 + 0o112) + '\145')(chr(2035 - 1918) + chr(0b11 + 0o161) + '\x66' + '\055' + chr(0b10000 + 0o50))) is None else xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1f\xa0'), '\x64' + chr(0b10010 + 0o123) + chr(0b100000 + 0o103) + '\157' + '\144' + chr(2977 - 2876))('\165' + chr(0b1000010 + 0o62) + chr(102) + '\x2d' + chr(1070 - 1014)) % xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xa16\xa3\xac\xbb\xf1\x9e\xb0K'), '\144' + chr(0b1000100 + 0o41) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(4389 - 4288))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000))))
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xbf"\xa3\xb0\x80'), chr(0b1100100) + '\145' + chr(9480 - 9381) + '\157' + chr(5833 - 5733) + '\x65')('\x75' + '\x74' + chr(0b101000 + 0o76) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'4'), chr(100) + chr(0b1000111 + 0o36) + '\143' + chr(3685 - 3574) + chr(3167 - 3067) + '\x65')(chr(1679 - 1562) + chr(0b111110 + 0o66) + chr(4085 - 3983) + chr(45) + chr(0b101011 + 0o15)) if xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xb97\xb4\xad\x81\xe6\x96\xa7F\x12M\x0e'), chr(100) + '\x65' + '\x63' + chr(0b1101111) + chr(1250 - 1150) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + chr(2055 - 1999))) is None else xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1f\xa0'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))('\165' + '\164' + chr(102) + chr(45) + chr(2379 - 2323)) % xafqLlk3kkUe(n9fd4FsgoqFs, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xb97\xb4\x81\x94\xe4\x89\xa1'), chr(0b1100100) + chr(0b100011 + 0o102) + chr(99) + '\x6f' + chr(100) + chr(101))(chr(117) + chr(116) + chr(102) + chr(0b1111 + 0o36) + chr(56))))
xafqLlk3kkUe(aLv6CyqLWnnG, xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb7&\xa3\xb0\x80'), '\144' + chr(1995 - 1894) + chr(0b1100011) + chr(0b1101111) + '\144' + '\x65')('\x75' + '\164' + '\x66' + chr(45) + '\x38'))([sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xbf'), chr(100) + chr(0b1001010 + 0o33) + '\143' + chr(9255 - 9144) + '\x64' + '\x65')(chr(117) + chr(116) + chr(8642 - 8540) + '\055' + chr(0b111000)), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xbd'), '\144' + chr(5449 - 5348) + chr(0b10011 + 0o120) + chr(0b110000 + 0o77) + '\144' + chr(2111 - 2010))('\x75' + '\164' + chr(0b1011100 + 0o12) + '\x2d' + '\x38'), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\x89'), '\144' + '\145' + '\x63' + '\157' + chr(100) + '\145')('\x75' + chr(116) + chr(2171 - 2069) + chr(0b101101) + chr(56)), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xae1\xa5'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + chr(116) + '\x66' + chr(45) + chr(2783 - 2727)), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xba<\xa2\xbb\x96'), chr(9098 - 8998) + chr(0b10111 + 0o116) + chr(0b1100011) + chr(913 - 802) + chr(100) + chr(101))('\x75' + chr(7462 - 7346) + '\146' + chr(0b100010 + 0o13) + chr(733 - 677)), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xa0$\xa3\xac'), chr(0b1001 + 0o133) + chr(101) + chr(7069 - 6970) + '\157' + '\x64' + chr(101))('\165' + chr(4342 - 4226) + chr(0b11010 + 0o114) + chr(0b10100 + 0o31) + chr(0b111000))])
if sH7xHnInHQJV in ixnyIGmz6Svk:
xafqLlk3kkUe(aLv6CyqLWnnG, xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb7&\xa3\xb0\x80'), chr(100) + '\x65' + '\143' + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(116) + chr(0b1100110) + chr(0b1001 + 0o44) + chr(56)))([sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xb8=\xb4\xba\xbb\xf4\x95\xa6M\x14w\x0fz'), '\x64' + '\145' + chr(0b1011101 + 0o6) + chr(111) + '\x64' + chr(4742 - 4641))(chr(0b1 + 0o164) + '\x74' + '\146' + chr(0b101101) + '\x38'), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xbc:\xa7\xae\x81\xde\x8e\xacL\x03Z5gi'), '\x64' + chr(0b101111 + 0o66) + chr(0b111000 + 0o53) + chr(0b100011 + 0o114) + chr(1593 - 1493) + chr(7957 - 7856))(chr(117) + chr(796 - 680) + chr(0b1000010 + 0o44) + '\x2d' + '\070'), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xb8=\xb4\xba\xbb\xee\x8d\xa7Z9M\x12'), chr(4160 - 4060) + '\145' + '\143' + chr(9837 - 9726) + chr(100) + '\x65')(chr(117) + chr(116) + '\x66' + chr(811 - 766) + chr(2050 - 1994)), sH7xHnInHQJV + xafqLlk3kkUe(SXOLrMavuUCe(b'F\xbc:\xa7\xae\x81\xde\x94\xb4M\x14w\x0fz'), chr(9424 - 9324) + chr(101) + chr(99) + '\x6f' + chr(100) + chr(0b101010 + 0o73))(chr(117) + chr(116) + chr(0b1010111 + 0o17) + '\x2d' + chr(964 - 908))])
ZBxBwCt7AxRm = scjlIW7poQvA(n9fd4FsgoqFs.undersegmented, DBrusOZMrBDz)
uuMreFt4ivFN = scjlIW7poQvA([V4xMDAKqB8IQ(OeWW0F1dBPRQ) for OeWW0F1dBPRQ in n9fd4FsgoqFs.undersegmented], DBrusOZMrBDz)
jlObXduNNe3b = scjlIW7poQvA(n9fd4FsgoqFs.oversegmented, DBrusOZMrBDz)
uuR9jKzNAxX5 = scjlIW7poQvA([V4xMDAKqB8IQ(OeWW0F1dBPRQ) for OeWW0F1dBPRQ in n9fd4FsgoqFs.oversegmented], DBrusOZMrBDz)
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xbf"\xa3\xb0\x80'), chr(0b1100100) + chr(101) + chr(99) + chr(111) + chr(0b1100100) + chr(0b11000 + 0o115))(chr(117) + chr(0b1111 + 0o145) + chr(102) + '\x2d' + chr(0b10001 + 0o47)))(xafqLlk3kkUe(M8_cKLkHVB2V({OolUPRJhRaJd: cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in ZBxBwCt7AxRm if cMbll0QYhULo > _swHG9pbMirB}), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xaa"\xaa\xbf\x87\xe4'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\157' + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(102) + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(0b1100100) + chr(101) + '\143' + chr(0b100100 + 0o113) + chr(0b1100100) + chr(101))(chr(117) + chr(13443 - 13327) + chr(6261 - 6159) + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'3\x9c\x17\x8b\x97\xa7\xce\xb7\x8dfL'), chr(100) + '\x65' + chr(99) + chr(0b1101000 + 0o7) + chr(8001 - 7901) + chr(0b100110 + 0o77))(chr(10150 - 10033) + chr(116) + chr(0b111001 + 0o55) + chr(0b101101) + chr(56))))
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xbf"\xa3\xb0\x80'), '\x64' + chr(0b11 + 0o142) + chr(99) + chr(0b1101111) + chr(100) + chr(9214 - 9113))(chr(1896 - 1779) + chr(0b1110100) + chr(102) + '\055' + chr(0b111000)))(xafqLlk3kkUe(M8_cKLkHVB2V({OolUPRJhRaJd: cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in uuMreFt4ivFN if cMbll0QYhULo > _swHG9pbMirB}), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xaa"\xaa\xbf\x87\xe4'), '\x64' + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100101))(chr(0b111001 + 0o74) + chr(0b110011 + 0o101) + chr(0b1100110) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(0b1001011 + 0o31) + chr(101) + chr(0b1000 + 0o133) + chr(0b1101111) + '\x64' + '\x65')(chr(0b101011 + 0o112) + chr(116) + chr(10150 - 10048) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'3\x9c\x17\x8b\x97\xa7\xce\xb7\x8dfL'), '\x64' + chr(101) + chr(6799 - 6700) + '\157' + '\x64' + chr(0b1100100 + 0o1))(chr(117) + chr(0b1110001 + 0o3) + '\146' + chr(0b1111 + 0o36) + chr(56))))
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xbf"\xa3\xb0\x80'), chr(4403 - 4303) + chr(101) + chr(0b1100011) + chr(1253 - 1142) + chr(0b1001010 + 0o32) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + '\055' + '\x38'))(xafqLlk3kkUe(M8_cKLkHVB2V({OolUPRJhRaJd: cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in jlObXduNNe3b if cMbll0QYhULo > _swHG9pbMirB}), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xaa"\xaa\xbf\x87\xe4'), chr(100) + chr(9253 - 9152) + chr(0b0 + 0o143) + chr(0b1101111) + '\x64' + '\x65')(chr(12121 - 12004) + '\x74' + chr(0b10000 + 0o126) + chr(0b100111 + 0o6) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(8170 - 8070) + chr(101) + chr(99) + '\157' + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(102) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'3\x9c\x17\x8b\x97\xa7\xce\xb7\x8dfL'), chr(100) + chr(0b101010 + 0o73) + chr(0b1100011) + chr(0b1101111) + chr(9732 - 9632) + '\145')(chr(0b10101 + 0o140) + '\x74' + '\x66' + chr(637 - 592) + '\x38')))
xafqLlk3kkUe(pevrfD0QdX3y, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xbf"\xa3\xb0\x80'), chr(0b1100100) + '\x65' + chr(9779 - 9680) + chr(1585 - 1474) + chr(100) + '\x65')(chr(6982 - 6865) + chr(116) + chr(102) + chr(0b11011 + 0o22) + '\x38'))(xafqLlk3kkUe(M8_cKLkHVB2V({OolUPRJhRaJd: cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in uuR9jKzNAxX5 if cMbll0QYhULo > _swHG9pbMirB}), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xaa"\xaa\xbf\x87\xe4'), chr(0b1100100) + chr(5571 - 5470) + chr(5570 - 5471) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(8030 - 7913) + '\164' + chr(102) + chr(0b100110 + 0o7) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(0b1100100 + 0o0) + chr(101) + chr(0b1100011) + '\157' + chr(0b1011111 + 0o5) + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b10001 + 0o34) + chr(0b100110 + 0o22)), xafqLlk3kkUe(SXOLrMavuUCe(b'3\x9c\x17\x8b\x97\xa7\xce\xb7\x8dfL'), chr(0b1010100 + 0o20) + chr(0b1100101) + chr(3470 - 3371) + chr(8582 - 8471) + chr(1932 - 1832) + chr(1377 - 1276))(chr(13566 - 13449) + chr(0b1000 + 0o154) + chr(1072 - 970) + chr(413 - 368) + chr(0b111000))))
if LYhhlS3rvpdC:
xafqLlk3kkUe(U8wA4lU_TKCc, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xbd;\xb2\xbb'), '\x64' + chr(101) + chr(0b1100011) + chr(0b100010 + 0o115) + chr(100) + chr(101))(chr(7906 - 7789) + chr(10470 - 10354) + chr(8961 - 8859) + chr(45) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(100) + chr(0b1100101) + chr(0b1101 + 0o126) + chr(111) + chr(0b1100100 + 0o0) + chr(9124 - 9023))(chr(11454 - 11337) + chr(0b1101 + 0o147) + chr(0b1100110) + chr(0b11011 + 0o22) + chr(2677 - 2621)), xafqLlk3kkUe(SXOLrMavuUCe(b's\xa0;\xa8'), chr(100) + chr(0b11111 + 0o106) + '\143' + '\157' + '\144' + chr(0b1100101))('\x75' + chr(116) + chr(102) + '\055' + chr(0b111000)))(abA97kOQKaLo(M8_cKLkHVB2V, aLv6CyqLWnnG)) + xafqLlk3kkUe(SXOLrMavuUCe(b'\x13'), '\x64' + chr(0b110101 + 0o60) + '\x63' + chr(0b1101111) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + '\146' + chr(45) + chr(914 - 858)))
xafqLlk3kkUe(U8wA4lU_TKCc, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xbd;\xb2\xbb'), chr(0b1100100) + '\x65' + '\143' + chr(111) + chr(8073 - 7973) + '\145')(chr(0b1010100 + 0o41) + chr(116) + chr(0b1100110) + chr(45) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(4346 - 4246) + chr(9020 - 8919) + chr(99) + chr(0b1001110 + 0o41) + chr(6038 - 5938) + '\x65')(chr(117) + '\164' + chr(102) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b's\xa0;\xa8'), chr(0b11 + 0o141) + '\145' + chr(0b1011101 + 0o6) + '\x6f' + chr(6592 - 6492) + chr(0b111111 + 0o46))(chr(9995 - 9878) + chr(1576 - 1460) + '\146' + chr(0b101101) + '\x38'))(abA97kOQKaLo(M8_cKLkHVB2V, pevrfD0QdX3y)) + xafqLlk3kkUe(SXOLrMavuUCe(b'\x13'), chr(100) + chr(0b1100101) + chr(2160 - 2061) + chr(6006 - 5895) + chr(0b110101 + 0o57) + '\x65')('\x75' + chr(0b110010 + 0o102) + chr(0b1100100 + 0o2) + chr(0b1011 + 0o42) + chr(3036 - 2980)))
|
explosion/spaCy
|
bin/ud/run_eval.py
|
run_all_evals
|
def run_all_evals(models, treebanks, out_file, check_parse, print_freq_tasks):
"""" Run an evaluation for each language with its specified models and treebanks """
print_header = True
for tb_lang, treebank_list in treebanks.items():
print()
print("Language", tb_lang)
for text_path in treebank_list:
print(" Evaluating on", text_path)
gold_path = text_path.parent / (text_path.stem + '.conllu')
print(" Gold data from ", gold_path)
# nested try blocks to ensure the code can continue with the next iteration after a failure
try:
with gold_path.open(mode='r', encoding='utf-8') as gold_file:
gold_ud = conll17_ud_eval.load_conllu(gold_file)
for nlp, nlp_loading_time, nlp_name in models[tb_lang]:
try:
print(" Benchmarking", nlp_name)
tmp_output_path = text_path.parent / str('tmp_' + nlp_name + '.conllu')
run_single_eval(nlp, nlp_loading_time, nlp_name, text_path, gold_ud, tmp_output_path, out_file,
print_header, check_parse, print_freq_tasks)
print_header = False
except Exception as e:
print(" Ran into trouble: ", str(e))
except Exception as e:
print(" Ran into trouble: ", str(e))
|
python
|
def run_all_evals(models, treebanks, out_file, check_parse, print_freq_tasks):
"""" Run an evaluation for each language with its specified models and treebanks """
print_header = True
for tb_lang, treebank_list in treebanks.items():
print()
print("Language", tb_lang)
for text_path in treebank_list:
print(" Evaluating on", text_path)
gold_path = text_path.parent / (text_path.stem + '.conllu')
print(" Gold data from ", gold_path)
# nested try blocks to ensure the code can continue with the next iteration after a failure
try:
with gold_path.open(mode='r', encoding='utf-8') as gold_file:
gold_ud = conll17_ud_eval.load_conllu(gold_file)
for nlp, nlp_loading_time, nlp_name in models[tb_lang]:
try:
print(" Benchmarking", nlp_name)
tmp_output_path = text_path.parent / str('tmp_' + nlp_name + '.conllu')
run_single_eval(nlp, nlp_loading_time, nlp_name, text_path, gold_ud, tmp_output_path, out_file,
print_header, check_parse, print_freq_tasks)
print_header = False
except Exception as e:
print(" Ran into trouble: ", str(e))
except Exception as e:
print(" Ran into trouble: ", str(e))
|
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] |
Run an evaluation for each language with its specified models and treebanks
|
[
"Run",
"an",
"evaluation",
"for",
"each",
"language",
"with",
"its",
"specified",
"models",
"and",
"treebanks"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L184-L212
|
train
|
Run an evaluation for each language with its specified models and treebanks.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o45) + chr(0b10001 + 0o45) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(2103 - 2053) + '\062' + chr(0b101011 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1277 - 1226) + chr(52) + '\063', 0b1000), ehT0Px3KOsy9(chr(1695 - 1647) + chr(111) + chr(0b110010) + '\x32' + chr(430 - 379), 0o10), ehT0Px3KOsy9(chr(300 - 252) + chr(0b101010 + 0o105) + chr(0b10110 + 0o33) + chr(0b11011 + 0o34) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(49) + '\061', 40791 - 40783), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + chr(54), 0o10), ehT0Px3KOsy9(chr(981 - 933) + chr(8924 - 8813) + '\x31' + chr(0b100001 + 0o25) + chr(2292 - 2242), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10 + 0o61) + chr(1727 - 1678) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5677 - 5566) + chr(0b101010 + 0o11) + chr(50) + chr(0b100100 + 0o23), 0o10), ehT0Px3KOsy9(chr(563 - 515) + chr(0b1101111) + chr(232 - 181) + '\x37' + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(224 - 113) + '\x31' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(50) + chr(0b1110 + 0o45) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1963 - 1914) + chr(48 - 0) + chr(0b110001 + 0o4), 4105 - 4097), ehT0Px3KOsy9('\x30' + chr(7515 - 7404) + chr(0b110011) + chr(49), 20034 - 20026), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\062' + '\x35' + chr(0b110110), 28683 - 28675), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\067' + chr(55), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\062' + '\x33', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(1962 - 1914), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(686 - 633) + '\x30', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2140 - 2090) + chr(0b110000) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + chr(51) + chr(0b110011 + 0o3) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(371 - 323) + '\157' + chr(647 - 598) + chr(51) + chr(531 - 478), 0o10), ehT0Px3KOsy9('\x30' + chr(10230 - 10119) + '\x31' + chr(51) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\064' + '\x37', 0o10), ehT0Px3KOsy9(chr(373 - 325) + chr(111) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110000) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7855 - 7744) + chr(0b1100 + 0o47) + '\060' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b0 + 0o61) + chr(0b110010) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b101000 + 0o11) + chr(0b1010 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(1397 - 1349) + chr(111) + chr(0b100001 + 0o20) + chr(53) + chr(0b11110 + 0o27), 37264 - 37256), ehT0Px3KOsy9('\x30' + chr(12126 - 12015) + chr(50) + chr(0b110000 + 0o6) + '\060', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(55) + '\061', 17566 - 17558), ehT0Px3KOsy9(chr(2068 - 2020) + chr(7897 - 7786) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110111) + chr(0b0 + 0o66), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + '\x35' + chr(459 - 408), ord("\x08")), ehT0Px3KOsy9(chr(1048 - 1000) + chr(111) + chr(51) + '\061' + chr(2130 - 2079), 0b1000), ehT0Px3KOsy9(chr(850 - 802) + '\x6f' + chr(0b110001) + chr(1074 - 1024) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + '\060', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\065' + chr(0b1 + 0o57), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb'), chr(8022 - 7922) + '\145' + chr(1963 - 1864) + '\x6f' + chr(100) + chr(786 - 685))(chr(117) + chr(0b100 + 0o160) + '\x66' + '\055' + chr(1426 - 1370)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def yrimV3ZkjMRl(wmo1XKbHVO0m, d2Rj7RmzMzoo, U8wA4lU_TKCc, kaoT04LbMfZ5, ixnyIGmz6Svk):
LYhhlS3rvpdC = ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001), ord("\x08"))
for (wgIEIlhRi2JA, FQ9v8XXv2Lt3) in xafqLlk3kkUe(d2Rj7RmzMzoo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\xed\x95\xf66\x13\x1d;\xa2\x84\xb71'), chr(0b1100100) + '\145' + chr(0b110100 + 0o57) + chr(0b110001 + 0o76) + '\x64' + chr(101))('\x75' + chr(10516 - 10400) + chr(102) + chr(405 - 360) + chr(56)))():
zLUzGokYBM2Z()
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xf6\x8d\xf4\n(I\x17'), chr(0b1010010 + 0o22) + '\145' + '\x63' + '\157' + '\x64' + chr(0b1001001 + 0o34))('\x75' + chr(0b1011010 + 0o32) + chr(102) + chr(1023 - 978) + chr(0b111000)), wgIEIlhRi2JA)
for sq4SRB9WSkZL in FQ9v8XXv2Lt3:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\xd2\x95\xf2\x13<O\x06\xa7\xb9\x98(\xf2+'), chr(0b1100100) + chr(0b1010100 + 0o21) + '\143' + chr(0b100101 + 0o112) + chr(9071 - 8971) + chr(0b101001 + 0o74))('\x75' + chr(9817 - 9701) + '\x66' + chr(0b101101) + chr(0b101001 + 0o17)), sq4SRB9WSkZL)
R2MnwjfXJB4C = sq4SRB9WSkZL.KojYgxZ3VIQZ / (sq4SRB9WSkZL.stem + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\xf4\x8c\xfd\x13%['), '\x64' + '\x65' + chr(0b1100011) + '\157' + chr(2883 - 2783) + chr(101))(chr(0b11010 + 0o133) + chr(116) + '\x66' + '\055' + chr(0b11 + 0o65)))
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\xb7\xa4\xfc\x13-\x0e\x16\xaf\xa3\x9e(\xfb7v\xc3\xdf'), chr(100) + '\145' + chr(0b100001 + 0o102) + chr(6582 - 6471) + chr(0b101111 + 0o65) + chr(101))(chr(0b101011 + 0o112) + chr(1711 - 1595) + chr(0b1100110) + chr(45) + chr(0b111000)), R2MnwjfXJB4C)
try:
with xafqLlk3kkUe(R2MnwjfXJB4C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\xe7\x86\xfd'), chr(100) + chr(6191 - 6090) + chr(0b111000 + 0o53) + '\x6f' + chr(1094 - 994) + chr(101))(chr(0b1110101) + '\x74' + '\x66' + chr(0b1 + 0o54) + '\070'))(mode=xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), '\x64' + '\145' + chr(99) + chr(0b10011 + 0o134) + '\144' + chr(101))(chr(117) + chr(225 - 109) + chr(0b1100110) + chr(0b101101) + '\x38'), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\xe3\x85\xbeG'), chr(0b110001 + 0o63) + '\x65' + '\143' + '\157' + chr(0b1100 + 0o130) + '\x65')(chr(117) + chr(0b1101000 + 0o14) + '\x66' + chr(45) + chr(0b111000))) as Mx76E4l4aZ2K:
Y5g5ppuJWhrh = Bsz1J3njCln5.load_conllu(Mx76E4l4aZ2K)
for (kG7vGCqDzyIj, rGw3uznvpQcH, ccGJ9rJbv2VI) in wmo1XKbHVO0m[wgIEIlhRi2JA]:
try:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"\xd5\xb7\xc3\xd1\x1a'M\x1a\xa3\xb6\x8dc\xf4+~"), chr(100) + chr(6087 - 5986) + '\143' + chr(0b1101111) + '\x64' + chr(4594 - 4493))('\x75' + '\164' + '\x66' + '\x2d' + chr(1278 - 1222)), ccGJ9rJbv2VI)
hrV6wGJtOW43 = sq4SRB9WSkZL.KojYgxZ3VIQZ / M8_cKLkHVB2V(xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xfa\x93\xcc'), chr(0b1100100) + chr(0b10101 + 0o120) + '\x63' + chr(6670 - 6559) + '\x64' + chr(101))(chr(9743 - 9626) + chr(0b1101011 + 0o11) + chr(102) + chr(0b1011 + 0o42) + chr(56)) + ccGJ9rJbv2VI + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\xf4\x8c\xfd\x13%['), '\144' + '\145' + '\143' + chr(111) + '\144' + chr(101))('\165' + '\x74' + '\146' + '\055' + '\070'))
WsqNIW9p_B2T(kG7vGCqDzyIj, rGw3uznvpQcH, ccGJ9rJbv2VI, sq4SRB9WSkZL, Y5g5ppuJWhrh, hrV6wGJtOW43, U8wA4lU_TKCc, LYhhlS3rvpdC, kaoT04LbMfZ5, ixnyIGmz6Svk)
LYhhlS3rvpdC = ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(48), 8)
except jLmadlzMdunT as GlnVAPeT6CUe:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\xb7\xc3\xb3-(@R\xa7\xb9\x8bg\xbd1k\xc1\x8a\xf1eM\x12\xa2'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1100100 + 0o13) + chr(0b1100100) + chr(3064 - 2963))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\055' + '\x38'), M8_cKLkHVB2V(GlnVAPeT6CUe))
except jLmadlzMdunT as GlnVAPeT6CUe:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"\xd5\xb7\xc3\xc1\x1e'\x0e\x1b\xa0\xa3\x90(\xe97v\xdb\x9d\xffl\x12\x08"), chr(0b1100100) + '\145' + chr(0b1100011) + '\x6f' + '\144' + chr(378 - 277))(chr(117) + chr(0b10110 + 0o136) + '\146' + chr(0b101101) + chr(0b110111 + 0o1)), M8_cKLkHVB2V(GlnVAPeT6CUe))
|
explosion/spaCy
|
bin/ud/run_eval.py
|
main
|
def main(out_path, ud_dir, check_parse=False, langs=ALL_LANGUAGES, exclude_trained_models=False, exclude_multi=False,
hide_freq=False, corpus='train', best_per_language=False):
""""
Assemble all treebanks and models to run evaluations with.
When setting check_parse to True, the default models will not be evaluated as they don't have parsing functionality
"""
languages = [lang.strip() for lang in langs.split(",")]
print_freq_tasks = []
if not hide_freq:
print_freq_tasks = ['Tokens']
# fetching all relevant treebank from the directory
treebanks = fetch_all_treebanks(ud_dir, languages, corpus, best_per_language)
print()
print("Loading all relevant models for", languages)
models = dict()
# multi-lang model
multi = None
if not exclude_multi and not check_parse:
multi = load_model('xx_ent_wiki_sm', add_sentencizer=True)
# initialize all models with the multi-lang model
for lang in languages:
models[lang] = [multi] if multi else []
# add default models if we don't want to evaluate parsing info
if not check_parse:
# Norwegian is 'nb' in spaCy but 'no' in the UD corpora
if lang == 'no':
models['no'].append(load_default_model_sentencizer('nb'))
else:
models[lang].append(load_default_model_sentencizer(lang))
# language-specific trained models
if not exclude_trained_models:
if 'de' in models:
models['de'].append(load_model('de_core_news_sm'))
if 'es' in models:
models['es'].append(load_model('es_core_news_sm'))
models['es'].append(load_model('es_core_news_md'))
if 'pt' in models:
models['pt'].append(load_model('pt_core_news_sm'))
if 'it' in models:
models['it'].append(load_model('it_core_news_sm'))
if 'nl' in models:
models['nl'].append(load_model('nl_core_news_sm'))
if 'en' in models:
models['en'].append(load_model('en_core_web_sm'))
models['en'].append(load_model('en_core_web_md'))
models['en'].append(load_model('en_core_web_lg'))
if 'fr' in models:
models['fr'].append(load_model('fr_core_news_sm'))
models['fr'].append(load_model('fr_core_news_md'))
with out_path.open(mode='w', encoding='utf-8') as out_file:
run_all_evals(models, treebanks, out_file, check_parse, print_freq_tasks)
|
python
|
def main(out_path, ud_dir, check_parse=False, langs=ALL_LANGUAGES, exclude_trained_models=False, exclude_multi=False,
hide_freq=False, corpus='train', best_per_language=False):
""""
Assemble all treebanks and models to run evaluations with.
When setting check_parse to True, the default models will not be evaluated as they don't have parsing functionality
"""
languages = [lang.strip() for lang in langs.split(",")]
print_freq_tasks = []
if not hide_freq:
print_freq_tasks = ['Tokens']
# fetching all relevant treebank from the directory
treebanks = fetch_all_treebanks(ud_dir, languages, corpus, best_per_language)
print()
print("Loading all relevant models for", languages)
models = dict()
# multi-lang model
multi = None
if not exclude_multi and not check_parse:
multi = load_model('xx_ent_wiki_sm', add_sentencizer=True)
# initialize all models with the multi-lang model
for lang in languages:
models[lang] = [multi] if multi else []
# add default models if we don't want to evaluate parsing info
if not check_parse:
# Norwegian is 'nb' in spaCy but 'no' in the UD corpora
if lang == 'no':
models['no'].append(load_default_model_sentencizer('nb'))
else:
models[lang].append(load_default_model_sentencizer(lang))
# language-specific trained models
if not exclude_trained_models:
if 'de' in models:
models['de'].append(load_model('de_core_news_sm'))
if 'es' in models:
models['es'].append(load_model('es_core_news_sm'))
models['es'].append(load_model('es_core_news_md'))
if 'pt' in models:
models['pt'].append(load_model('pt_core_news_sm'))
if 'it' in models:
models['it'].append(load_model('it_core_news_sm'))
if 'nl' in models:
models['nl'].append(load_model('nl_core_news_sm'))
if 'en' in models:
models['en'].append(load_model('en_core_web_sm'))
models['en'].append(load_model('en_core_web_md'))
models['en'].append(load_model('en_core_web_lg'))
if 'fr' in models:
models['fr'].append(load_model('fr_core_news_sm'))
models['fr'].append(load_model('fr_core_news_md'))
with out_path.open(mode='w', encoding='utf-8') as out_file:
run_all_evals(models, treebanks, out_file, check_parse, print_freq_tasks)
|
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Assemble all treebanks and models to run evaluations with.
When setting check_parse to True, the default models will not be evaluated as they don't have parsing functionality
|
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8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/bin/ud/run_eval.py#L226-L283
|
train
|
Assemble all treebanks and models to run evaluations with.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + '\x31' + chr(0b110011) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + '\063' + chr(0b110011) + chr(0b100000 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(11446 - 11335) + chr(0b110011) + chr(0b11 + 0o57), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110) + chr(0b10011 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\060' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100100 + 0o22) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10101 + 0o34) + chr(0b110100) + chr(49), 36020 - 36012), ehT0Px3KOsy9(chr(1306 - 1258) + '\157' + '\x33' + chr(0b110110) + chr(2548 - 2496), 515 - 507), ehT0Px3KOsy9(chr(451 - 403) + chr(2071 - 1960) + chr(0b110010) + '\x33' + chr(50), 0o10), ehT0Px3KOsy9(chr(2109 - 2061) + chr(111) + chr(1498 - 1448) + chr(2026 - 1975) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + '\x31' + chr(0b110110) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + chr(2587 - 2535) + chr(1455 - 1407), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(119 - 68) + chr(0b101011 + 0o12) + chr(48), 31013 - 31005), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1111 + 0o45) + '\062', 48676 - 48668), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + chr(1190 - 1139), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9365 - 9254) + chr(0b110001) + chr(0b10111 + 0o35) + chr(0b100001 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(4605 - 4494) + chr(0b110011) + chr(552 - 501) + chr(0b10001 + 0o41), 47961 - 47953), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b10111 + 0o40) + chr(48), 0b1000), ehT0Px3KOsy9(chr(450 - 402) + chr(1034 - 923) + '\061' + chr(52) + chr(0b110101), 27713 - 27705), ehT0Px3KOsy9(chr(48) + '\157' + chr(779 - 728) + chr(1108 - 1056) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x32', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110011) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b11111 + 0o21) + chr(321 - 268), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2571 - 2520) + '\x34' + chr(1021 - 968), ord("\x08")), ehT0Px3KOsy9(chr(2120 - 2072) + chr(0b1000 + 0o147) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(533 - 485) + chr(111) + chr(0b110001) + chr(303 - 253) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x36' + chr(2033 - 1979), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10495 - 10384) + chr(0b110000 + 0o1) + '\x30' + '\x37', 26936 - 26928), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1000100 + 0o53) + chr(0b110010) + '\067' + chr(0b1100 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4317 - 4206) + chr(189 - 140) + '\060' + chr(132 - 78), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + chr(0b110010 + 0o0) + chr(0b101001 + 0o13) + '\061', 62754 - 62746), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1010011 + 0o34) + chr(0b11110 + 0o27) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3305 - 3194) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\067' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\065' + '\067', 14102 - 14094), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(364 - 315) + chr(0b11000 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(51) + chr(0b110111) + chr(0b100 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x37' + chr(55), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(2766 - 2713) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'p'), chr(202 - 102) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b101110 + 0o66) + chr(0b1100001 + 0o4))(chr(0b101100 + 0o111) + chr(7939 - 7823) + '\x66' + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PGNrezus7XpS(d8qtbX3YH7WB, FwaZCY4iIGOe, kaoT04LbMfZ5=ehT0Px3KOsy9('\060' + chr(10333 - 10222) + chr(0b100101 + 0o13), 0o10), mfOCPj2mn7j_=fLCvhuaBeS7X, y0rEenjGr1AL=ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + '\060', 8), Pfm6linCmWE7=ehT0Px3KOsy9(chr(1709 - 1661) + '\157' + '\060', 8), hlPnNU0HLy_A=ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2286 - 2238), 8), rTVv_D1QF3if=xafqLlk3kkUe(SXOLrMavuUCe(b'*\xaa{\\\xea'), chr(6306 - 6206) + chr(101) + '\x63' + '\x6f' + chr(0b11111 + 0o105) + chr(101))('\165' + chr(0b1110100) + '\x66' + chr(0b11010 + 0o23) + chr(263 - 207)), GLywgpTTH7rT=ehT0Px3KOsy9(chr(48) + chr(3454 - 3343) + chr(48), 8)):
DHr1E95_Ab2Q = [ZH6CblBpklA9.strip() for ZH6CblBpklA9 in mfOCPj2mn7j_.split(xafqLlk3kkUe(SXOLrMavuUCe(b'r'), chr(3823 - 3723) + chr(101) + chr(0b1010 + 0o131) + chr(0b100001 + 0o116) + chr(1890 - 1790) + chr(0b110110 + 0o57))('\x75' + chr(0b1010101 + 0o37) + '\x66' + '\x2d' + '\x38'))]
ixnyIGmz6Svk = []
if not hlPnNU0HLy_A:
ixnyIGmz6Svk = [xafqLlk3kkUe(SXOLrMavuUCe(b'\n\xb7qP\xeaB'), chr(100) + '\x65' + '\143' + chr(0b1101111) + chr(0b1111 + 0o125) + chr(0b1100101))(chr(0b1000110 + 0o57) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000))]
d2Rj7RmzMzoo = lc4vr0dcqZBk(FwaZCY4iIGOe, DHr1E95_Ab2Q, rTVv_D1QF3if, GLywgpTTH7rT)
zLUzGokYBM2Z()
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xb7{Q\xed_\x06\xd4\xfb\xf1\x1c\x00`\x8dNV\x14\xbbd\xccE\x8eu< \x89ps\xd0(\xc8'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b111110 + 0o61) + '\144' + chr(2422 - 2321))(chr(0b110001 + 0o104) + chr(0b1 + 0o163) + chr(102) + '\x2d' + chr(2596 - 2540)), DHr1E95_Ab2Q)
wmo1XKbHVO0m = wLqBDw8l0eIm()
_aDHOEqL3n1y = None
if not Pfm6linCmWE7 and (not kaoT04LbMfZ5):
_aDHOEqL3n1y = cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b'&\xa0EP\xeaE>\x83\xf3\xf6\x19\x7fa\x85'), chr(0b1100100) + chr(0b100110 + 0o77) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b101111 + 0o66))(chr(117) + chr(2251 - 2135) + chr(0b1100110) + '\055' + '\x38'), add_sentencizer=ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31', ord("\x08")))
for ZH6CblBpklA9 in DHr1E95_Ab2Q:
wmo1XKbHVO0m[ZH6CblBpklA9] = [_aDHOEqL3n1y] if _aDHOEqL3n1y else []
if not kaoT04LbMfZ5:
if ZH6CblBpklA9 == xafqLlk3kkUe(SXOLrMavuUCe(b'0\xb7'), chr(100) + chr(101) + '\143' + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(897 - 852) + '\070'):
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b'0\xb7'), '\x64' + '\x65' + '\143' + chr(5623 - 5512) + '\x64' + '\x65')(chr(0b111011 + 0o72) + '\164' + '\x66' + chr(335 - 290) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(7636 - 7536) + chr(0b1100101) + chr(3320 - 3221) + '\157' + '\144' + '\145')(chr(0b1110101) + '\x74' + chr(507 - 405) + '\x2d' + chr(0b100000 + 0o30)))(Lvean_vWp2Fz(xafqLlk3kkUe(SXOLrMavuUCe(b'0\xba'), chr(8691 - 8591) + '\x65' + '\143' + '\157' + chr(0b1100100) + chr(101))(chr(0b1010111 + 0o36) + chr(2600 - 2484) + chr(0b110000 + 0o66) + chr(0b101101) + chr(56))))
else:
xafqLlk3kkUe(wmo1XKbHVO0m[ZH6CblBpklA9], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b111011 + 0o51) + '\x65' + chr(2396 - 2297) + chr(111) + chr(100) + '\145')(chr(117) + '\x74' + '\x66' + chr(0b100000 + 0o15) + chr(384 - 328)))(Lvean_vWp2Fz(ZH6CblBpklA9))
if not y0rEenjGr1AL:
if xafqLlk3kkUe(SXOLrMavuUCe(b':\xbd'), '\x64' + '\145' + chr(99) + chr(0b1101111) + chr(6893 - 6793) + '\145')(chr(0b1110101) + chr(116) + '\x66' + chr(45) + chr(56)) in wmo1XKbHVO0m:
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b':\xbd'), chr(1926 - 1826) + '\145' + chr(99) + '\x6f' + chr(100) + chr(4872 - 4771))('\x75' + '\164' + chr(7646 - 7544) + '\055' + chr(0b11000 + 0o40))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), '\x64' + '\145' + chr(99) + '\157' + chr(100) + chr(0b1100101))('\x75' + chr(3541 - 3425) + chr(0b1100110) + '\x2d' + chr(56)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b':\xbdEV\xebC\x04\xab\xf4\xf8\x07SM\x9bO'), chr(0b110000 + 0o64) + '\x65' + chr(1739 - 1640) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b110011 + 0o102) + '\x74' + '\146' + chr(1772 - 1727) + chr(0b110011 + 0o5))))
if xafqLlk3kkUe(SXOLrMavuUCe(b';\xab'), chr(0b1100100) + chr(1479 - 1378) + '\x63' + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(0b101101) + '\x38') in wmo1XKbHVO0m:
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b';\xab'), chr(0b1000000 + 0o44) + '\145' + chr(0b1100011) + chr(9417 - 9306) + '\x64' + chr(0b1100101))('\x75' + chr(0b1011 + 0o151) + '\x66' + '\055' + chr(1194 - 1138))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b1000001 + 0o43) + chr(0b1100101) + '\x63' + chr(111) + chr(0b10001 + 0o123) + '\145')('\x75' + chr(0b1110100) + chr(102) + chr(0b110 + 0o47) + chr(0b110000 + 0o10)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b';\xabEV\xebC\x04\xab\xf4\xf8\x07SM\x9bO'), chr(100) + '\x65' + '\143' + '\157' + chr(100) + chr(0b1100101))('\x75' + chr(0b1101110 + 0o6) + chr(0b110011 + 0o63) + chr(0b1110 + 0o37) + '\070')))
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b';\xab'), chr(100) + chr(101) + '\143' + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(281 - 165) + '\146' + chr(45) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), '\x64' + '\x65' + '\x63' + chr(0b11101 + 0o122) + chr(0b1011101 + 0o7) + chr(0b1100101))('\165' + chr(4859 - 4743) + chr(0b10001 + 0o125) + chr(0b1001 + 0o44) + chr(56)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b';\xabEV\xebC\x04\xab\xf4\xf8\x07SM\x85F'), '\x64' + '\x65' + '\x63' + chr(0b101000 + 0o107) + '\144' + '\145')('\x75' + chr(116) + chr(0b1100110) + '\x2d' + '\x38')))
if xafqLlk3kkUe(SXOLrMavuUCe(b'.\xac'), chr(0b1100100) + chr(101) + chr(6735 - 6636) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b10001 + 0o144) + chr(116) + '\146' + chr(0b101101) + chr(0b111000)) in wmo1XKbHVO0m:
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b'.\xac'), chr(4934 - 4834) + chr(0b10100 + 0o121) + chr(99) + '\157' + chr(0b1011110 + 0o6) + chr(101))('\165' + '\164' + '\x66' + chr(108 - 63) + chr(1886 - 1830))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b1100100) + chr(330 - 229) + chr(6016 - 5917) + '\x6f' + chr(0b1100011 + 0o1) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070'))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b'.\xacEV\xebC\x04\xab\xf4\xf8\x07SM\x9bO'), chr(8009 - 7909) + '\x65' + chr(0b1100011) + chr(9546 - 9435) + chr(0b101100 + 0o70) + chr(784 - 683))(chr(0b1010110 + 0o37) + chr(116) + '\146' + chr(0b110 + 0o47) + '\070')))
if xafqLlk3kkUe(SXOLrMavuUCe(b'7\xac'), '\x64' + chr(101) + '\143' + '\x6f' + chr(7578 - 7478) + chr(101))(chr(0b1110101) + '\164' + chr(102) + chr(0b101101) + '\070') in wmo1XKbHVO0m:
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b'7\xac'), chr(0b1100100) + '\x65' + chr(4930 - 4831) + '\157' + chr(0b1100100) + '\145')('\x75' + chr(2426 - 2310) + chr(102) + chr(0b11100 + 0o21) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b1100100) + '\x65' + chr(0b101010 + 0o71) + chr(111) + chr(100) + chr(0b1100101))(chr(117) + '\164' + chr(6898 - 6796) + chr(45) + chr(0b111000)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b'7\xacEV\xebC\x04\xab\xf4\xf8\x07SM\x9bO'), chr(0b1100100) + chr(3578 - 3477) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1001001 + 0o34))('\x75' + chr(7059 - 6943) + chr(0b1100110) + chr(0b100010 + 0o13) + '\x38')))
if xafqLlk3kkUe(SXOLrMavuUCe(b'0\xb4'), '\144' + chr(3287 - 3186) + '\143' + '\x6f' + chr(100) + chr(101))('\x75' + chr(116) + chr(102) + '\055' + chr(0b110111 + 0o1)) in wmo1XKbHVO0m:
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b'0\xb4'), chr(100) + chr(7116 - 7015) + '\143' + '\157' + chr(6468 - 6368) + chr(101))(chr(13515 - 13398) + chr(116) + chr(102) + '\x2d' + '\070')], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b10001 + 0o123) + chr(101) + '\x63' + '\157' + chr(100) + chr(10120 - 10019))(chr(0b1110101 + 0o0) + chr(7357 - 7241) + chr(102) + chr(1290 - 1245) + chr(1194 - 1138)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b'0\xb4EV\xebC\x04\xab\xf4\xf8\x07SM\x9bO'), chr(0b1100100) + chr(6879 - 6778) + chr(99) + chr(0b1101111) + chr(100) + chr(101))(chr(117) + '\164' + '\x66' + '\055' + '\x38')))
if xafqLlk3kkUe(SXOLrMavuUCe(b';\xb6'), chr(9272 - 9172) + chr(6204 - 6103) + '\143' + chr(2652 - 2541) + chr(100) + chr(0b11000 + 0o115))('\x75' + chr(116) + chr(0b1100110) + '\x2d' + '\070') in wmo1XKbHVO0m:
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b';\xb6'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100001 + 0o4))(chr(117) + '\164' + '\146' + '\055' + chr(0b10 + 0o66))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b1100100) + '\145' + chr(0b11101 + 0o106) + chr(8239 - 8128) + '\144' + chr(101))('\165' + '\x74' + chr(9010 - 8908) + chr(0b101101) + chr(56)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b';\xb6EV\xebC\x04\xab\xed\xf8\x12\x7fa\x85'), chr(0b1100100) + '\145' + chr(9337 - 9238) + chr(0b1101111) + chr(6372 - 6272) + chr(0b1100101))('\x75' + '\x74' + chr(0b10110 + 0o120) + chr(45) + chr(0b100110 + 0o22))))
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b';\xb6'), chr(6692 - 6592) + chr(101) + '\143' + chr(111) + '\144' + chr(0b1100101))('\165' + chr(0b101001 + 0o113) + chr(0b1100110) + '\x2d' + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b110101 + 0o57) + chr(101) + '\143' + chr(0b1101111) + chr(9241 - 9141) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b';\xb6EV\xebC\x04\xab\xed\xf8\x12\x7f\x7f\x8c'), '\x64' + chr(0b1100101) + chr(1249 - 1150) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(10341 - 10225) + chr(102) + '\x2d' + '\x38')))
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b';\xb6'), chr(422 - 322) + '\x65' + '\143' + '\157' + '\x64' + '\145')(chr(0b1110101) + chr(116) + '\x66' + chr(45) + chr(0b1111 + 0o51))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), '\x64' + '\145' + chr(6170 - 6071) + chr(0b1101111) + '\144' + '\145')('\165' + chr(0b11001 + 0o133) + chr(102) + chr(0b101101) + chr(56)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b';\xb6EV\xebC\x04\xab\xed\xf8\x12\x7f~\x8f'), '\x64' + chr(2334 - 2233) + chr(99) + chr(0b1000011 + 0o54) + chr(0b1001 + 0o133) + '\x65')('\x75' + chr(0b1110100) + '\x66' + '\055' + chr(56))))
if xafqLlk3kkUe(SXOLrMavuUCe(b'8\xaa'), chr(0b100001 + 0o103) + chr(0b1001110 + 0o27) + '\x63' + chr(0b1101111) + '\x64' + chr(101))('\x75' + '\164' + '\x66' + chr(0b101101) + chr(1564 - 1508)) in wmo1XKbHVO0m:
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b'8\xaa'), chr(100) + '\145' + '\x63' + chr(515 - 404) + chr(3961 - 3861) + chr(101))('\x75' + '\164' + chr(0b101101 + 0o71) + chr(0b100 + 0o51) + chr(2192 - 2136))], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), chr(0b1001001 + 0o33) + chr(1927 - 1826) + '\143' + '\157' + chr(0b110000 + 0o64) + chr(4983 - 4882))(chr(0b100 + 0o161) + '\164' + chr(3186 - 3084) + chr(0b11101 + 0o20) + chr(56)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b'8\xaaEV\xebC\x04\xab\xf4\xf8\x07SM\x9bO'), '\144' + chr(101) + chr(0b110000 + 0o63) + '\157' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(9054 - 8938) + chr(788 - 686) + chr(0b101101) + chr(173 - 117))))
xafqLlk3kkUe(wmo1XKbHVO0m[xafqLlk3kkUe(SXOLrMavuUCe(b'8\xaa'), chr(0b1000111 + 0o35) + chr(101) + '\x63' + chr(7158 - 7047) + '\144' + '\x65')('\165' + chr(0b1110100) + '\146' + chr(1720 - 1675) + '\070')], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xa8jP\xeaU'), '\x64' + '\x65' + '\143' + '\157' + '\144' + '\145')(chr(3000 - 2883) + chr(4989 - 4873) + chr(5798 - 5696) + chr(45) + chr(0b10001 + 0o47)))(cW8tcIfLyaAl(xafqLlk3kkUe(SXOLrMavuUCe(b'8\xaaEV\xebC\x04\xab\xf4\xf8\x07SM\x85F'), '\144' + chr(0b1100101) + chr(0b10111 + 0o114) + chr(111) + '\x64' + '\x65')('\165' + chr(116) + '\146' + chr(1102 - 1057) + '\x38')))
with xafqLlk3kkUe(d8qtbX3YH7WB, xafqLlk3kkUe(SXOLrMavuUCe(b'1\xa8\x7f['), '\x64' + chr(0b1001101 + 0o30) + chr(99) + chr(0b111111 + 0o60) + '\144' + '\x65')('\165' + '\164' + chr(0b1100110) + chr(962 - 917) + chr(1568 - 1512)))(mode=xafqLlk3kkUe(SXOLrMavuUCe(b')'), chr(8247 - 8147) + chr(101) + chr(0b110100 + 0o57) + chr(111) + '\144' + chr(101))(chr(0b1011 + 0o152) + chr(0b1110100) + '\146' + '\055' + chr(2531 - 2475)), encoding=xafqLlk3kkUe(SXOLrMavuUCe(b'+\xac|\x18\xbc'), chr(0b110001 + 0o63) + '\145' + chr(4761 - 4662) + '\157' + chr(6334 - 6234) + chr(0b1100101))(chr(117) + chr(4964 - 4848) + chr(102) + '\x2d' + chr(0b10011 + 0o45))) as U8wA4lU_TKCc:
yrimV3ZkjMRl(wmo1XKbHVO0m, d2Rj7RmzMzoo, U8wA4lU_TKCc, kaoT04LbMfZ5, ixnyIGmz6Svk)
|
explosion/spaCy
|
spacy/lang/de/syntax_iterators.py
|
noun_chunks
|
def noun_chunks(obj):
"""
Detect base noun phrases from a dependency parse. Works on both Doc and Span.
"""
# this iterator extracts spans headed by NOUNs starting from the left-most
# syntactic dependent until the NOUN itself for close apposition and
# measurement construction, the span is sometimes extended to the right of
# the NOUN. Example: "eine Tasse Tee" (a cup (of) tea) returns "eine Tasse Tee"
# and not just "eine Tasse", same for "das Thema Familie".
labels = [
"sb",
"oa",
"da",
"nk",
"mo",
"ag",
"ROOT",
"root",
"cj",
"pd",
"og",
"app",
]
doc = obj.doc # Ensure works on both Doc and Span.
np_label = doc.vocab.strings.add("NP")
np_deps = set(doc.vocab.strings.add(label) for label in labels)
close_app = doc.vocab.strings.add("nk")
rbracket = 0
for i, word in enumerate(obj):
if i < rbracket:
continue
if word.pos in (NOUN, PROPN, PRON) and word.dep in np_deps:
rbracket = word.i + 1
# try to extend the span to the right
# to capture close apposition/measurement constructions
for rdep in doc[word.i].rights:
if rdep.pos in (NOUN, PROPN) and rdep.dep == close_app:
rbracket = rdep.i + 1
yield word.left_edge.i, rbracket, np_label
|
python
|
def noun_chunks(obj):
"""
Detect base noun phrases from a dependency parse. Works on both Doc and Span.
"""
# this iterator extracts spans headed by NOUNs starting from the left-most
# syntactic dependent until the NOUN itself for close apposition and
# measurement construction, the span is sometimes extended to the right of
# the NOUN. Example: "eine Tasse Tee" (a cup (of) tea) returns "eine Tasse Tee"
# and not just "eine Tasse", same for "das Thema Familie".
labels = [
"sb",
"oa",
"da",
"nk",
"mo",
"ag",
"ROOT",
"root",
"cj",
"pd",
"og",
"app",
]
doc = obj.doc # Ensure works on both Doc and Span.
np_label = doc.vocab.strings.add("NP")
np_deps = set(doc.vocab.strings.add(label) for label in labels)
close_app = doc.vocab.strings.add("nk")
rbracket = 0
for i, word in enumerate(obj):
if i < rbracket:
continue
if word.pos in (NOUN, PROPN, PRON) and word.dep in np_deps:
rbracket = word.i + 1
# try to extend the span to the right
# to capture close apposition/measurement constructions
for rdep in doc[word.i].rights:
if rdep.pos in (NOUN, PROPN) and rdep.dep == close_app:
rbracket = rdep.i + 1
yield word.left_edge.i, rbracket, np_label
|
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"# measurement construction, the span is sometimes extended to the right of",
"# the NOUN. Example: \"eine Tasse Tee\" (a cup (of) tea) returns \"eine Tasse Tee\"",
"# and not just \"eine Tasse\", same for \"das Thema Familie\".",
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] |
Detect base noun phrases from a dependency parse. Works on both Doc and Span.
|
[
"Detect",
"base",
"noun",
"phrases",
"from",
"a",
"dependency",
"parse",
".",
"Works",
"on",
"both",
"Doc",
"and",
"Span",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/lang/de/syntax_iterators.py#L7-L46
|
train
|
Detect base noun phrases from a dependency parse. Works on both Doc and Span.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x37' + chr(1837 - 1789), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101001 + 0o12) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + chr(0b111 + 0o53) + chr(0b110111) + chr(0b1 + 0o62), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x30' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(52) + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\063' + '\067' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b11100 + 0o30) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(1830 - 1719) + chr(0b110110) + chr(0b11010 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110000) + chr(1656 - 1608), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(0b110001) + '\x30' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(0b110000 + 0o2) + chr(0b110011), 52930 - 52922), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b100110 + 0o12) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b101 + 0o55) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(1999 - 1888) + chr(0b1101 + 0o50) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(6769 - 6658) + chr(0b11111 + 0o22) + '\x35' + chr(2287 - 2236), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100110 + 0o13) + chr(1538 - 1486) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b110101 + 0o0) + chr(1331 - 1277), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11010 + 0o30) + chr(54) + chr(197 - 145), 0o10), ehT0Px3KOsy9(chr(528 - 480) + chr(2745 - 2634) + '\063' + '\066' + chr(1005 - 956), 0b1000), ehT0Px3KOsy9(chr(48) + chr(12064 - 11953) + chr(0b1010 + 0o47) + '\x34' + chr(55), 55467 - 55459), ehT0Px3KOsy9(chr(1811 - 1763) + '\x6f' + chr(2313 - 2263) + chr(1898 - 1846) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(459 - 411) + chr(0b1101111) + chr(0b1 + 0o63), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101011 + 0o6) + chr(51) + chr(1264 - 1214), 29023 - 29015), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11001 + 0o30) + chr(54) + '\062', 65398 - 65390), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\060' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\062' + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(52), 34179 - 34171), ehT0Px3KOsy9(chr(0b110000) + chr(7007 - 6896) + chr(0b110011) + chr(0b110000) + chr(55), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x32' + chr(0b110010), 8), ehT0Px3KOsy9(chr(1033 - 985) + chr(0b1101111) + '\062' + '\x31' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(12302 - 12191) + chr(49) + chr(1946 - 1891) + chr(2299 - 2248), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + '\063' + '\x33' + chr(0b110111), 11777 - 11769), ehT0Px3KOsy9(chr(1188 - 1140) + '\157' + chr(0b101101 + 0o6) + chr(52) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b100100 + 0o20) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1567 - 1519) + '\157' + chr(49) + chr(0b110000) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b110011) + chr(1209 - 1158) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1669 - 1614) + chr(0b1010 + 0o55), 0o10), ehT0Px3KOsy9(chr(2195 - 2147) + chr(111) + '\x31' + '\064' + chr(0b10 + 0o65), 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(11909 - 11798) + chr(0b1000 + 0o52) + '\x32' + chr(53), 3903 - 3895)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(1025 - 972) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'?'), chr(0b1100100) + chr(0b101011 + 0o72) + chr(4260 - 4161) + chr(6455 - 6344) + '\144' + chr(5048 - 4947))('\165' + chr(0b1011001 + 0o33) + '\146' + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LaiS3lBtEsQV(mDuDykdz0pcm):
uXMK81tmdpTM = [xafqLlk3kkUe(SXOLrMavuUCe(b'bZ'), chr(100) + chr(617 - 516) + chr(0b1100011) + chr(0b1010110 + 0o31) + chr(5562 - 5462) + chr(0b1100101))(chr(0b1100001 + 0o24) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'~Y'), chr(100) + chr(0b111010 + 0o53) + '\143' + chr(0b1101111) + '\x64' + '\x65')('\165' + chr(0b1110100) + chr(4677 - 4575) + chr(0b101101) + chr(0b110111 + 0o1)), xafqLlk3kkUe(SXOLrMavuUCe(b'uY'), chr(0b1100100) + chr(8916 - 8815) + '\x63' + chr(0b1101111) + chr(243 - 143) + chr(0b110 + 0o137))(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x7fS'), '\x64' + chr(0b1100010 + 0o3) + chr(0b1100011) + '\x6f' + chr(6949 - 6849) + '\145')(chr(0b1100110 + 0o17) + '\164' + '\x66' + '\055' + chr(194 - 138)), xafqLlk3kkUe(SXOLrMavuUCe(b'|W'), chr(0b1100100) + chr(0b1100101) + chr(0b110010 + 0o61) + '\157' + '\x64' + chr(0b110111 + 0o56))('\x75' + chr(4029 - 3913) + chr(6764 - 6662) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'p_'), chr(2173 - 2073) + chr(8879 - 8778) + '\x63' + chr(4452 - 4341) + '\x64' + '\145')('\165' + chr(0b1110100) + '\x66' + chr(0b101001 + 0o4) + chr(0b110111 + 0o1)), xafqLlk3kkUe(SXOLrMavuUCe(b'CwR\xef'), chr(0b1100010 + 0o2) + chr(0b1100101) + '\143' + chr(4769 - 4658) + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + '\055' + chr(3012 - 2956)), xafqLlk3kkUe(SXOLrMavuUCe(b'cWr\xcf'), chr(0b1100100) + '\x65' + '\143' + chr(1199 - 1088) + '\x64' + chr(2924 - 2823))('\x75' + chr(12176 - 12060) + chr(102) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'rR'), chr(100) + '\x65' + chr(99) + chr(111) + chr(0b1001010 + 0o32) + chr(2529 - 2428))('\x75' + '\164' + chr(0b1100001 + 0o5) + chr(704 - 659) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'a\\'), chr(0b1100011 + 0o1) + chr(0b1100100 + 0o1) + chr(0b1001111 + 0o24) + chr(0b1101 + 0o142) + chr(0b101110 + 0o66) + chr(101))('\x75' + chr(116) + '\146' + chr(554 - 509) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'~_'), '\144' + chr(101) + chr(0b101110 + 0o65) + chr(0b1011000 + 0o27) + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'pHm'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1000011 + 0o54) + '\x64' + chr(101))(chr(702 - 585) + '\x74' + chr(0b110001 + 0o65) + chr(45) + chr(0b111000))]
JCpEgna6NeKD = mDuDykdz0pcm.doc
JndczeprtAHj = JCpEgna6NeKD.vocab.strings.add(xafqLlk3kkUe(SXOLrMavuUCe(b'_h'), chr(0b1100100) + chr(6200 - 6099) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1010101 + 0o20))('\x75' + '\x74' + '\x66' + '\x2d' + chr(766 - 710)))
pw9nOTjqcOd6 = MVEN8G6CxlvR((JCpEgna6NeKD.vocab.strings.add(TRUOLFLuD08x) for TRUOLFLuD08x in uXMK81tmdpTM))
F3riDA4VJznn = JCpEgna6NeKD.vocab.strings.add(xafqLlk3kkUe(SXOLrMavuUCe(b'\x7fS'), '\144' + '\145' + '\x63' + chr(111) + '\x64' + '\x65')('\165' + '\164' + '\146' + '\055' + chr(1286 - 1230)))
Cr08qflLY4kf = ehT0Px3KOsy9('\060' + chr(1843 - 1732) + chr(0b100111 + 0o11), ord("\x08"))
for (WVxHKyX45z_L, CWnx52wJLqEN) in YlkZvXL8qwsX(mDuDykdz0pcm):
if WVxHKyX45z_L < Cr08qflLY4kf:
continue
if xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'_`y\x8b\xa6\xd2\xa0jU\xb4*X'), chr(100) + chr(101) + chr(7036 - 6937) + chr(0b1101111) + chr(0b1010011 + 0o21) + '\145')(chr(13124 - 13007) + chr(116) + chr(102) + '\x2d' + '\x38')) in (IqnIkKUx8gEC, TviIOpoyvB0j, _LfDmRH8Hyz2) and xafqLlk3kkUe(CWnx52wJLqEN, xafqLlk3kkUe(SXOLrMavuUCe(b'u]m'), chr(100) + '\145' + chr(0b1100011) + chr(8179 - 8068) + chr(0b1001010 + 0o32) + chr(101))(chr(0b100111 + 0o116) + '\164' + '\x66' + '\055' + '\070')) in pw9nOTjqcOd6:
Cr08qflLY4kf = CWnx52wJLqEN.i + ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2097 - 2048), 1412 - 1404)
for NXMOS_nF94Ep in xafqLlk3kkUe(JCpEgna6NeKD[CWnx52wJLqEN.i], xafqLlk3kkUe(SXOLrMavuUCe(b'cQz\xd3\xb3\xd0'), '\144' + '\145' + '\143' + chr(6918 - 6807) + chr(100) + chr(0b101111 + 0o66))(chr(0b1110101) + chr(8782 - 8666) + chr(102) + '\055' + '\070')):
if xafqLlk3kkUe(NXMOS_nF94Ep, xafqLlk3kkUe(SXOLrMavuUCe(b'_`y\x8b\xa6\xd2\xa0jU\xb4*X'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + '\144' + '\145')(chr(117) + '\x74' + chr(5147 - 5045) + chr(64 - 19) + chr(0b11000 + 0o40))) in (IqnIkKUx8gEC, TviIOpoyvB0j) and xafqLlk3kkUe(NXMOS_nF94Ep, xafqLlk3kkUe(SXOLrMavuUCe(b'u]m'), chr(0b1001100 + 0o30) + '\145' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(1578 - 1477))(chr(0b100110 + 0o117) + '\x74' + chr(0b1100110) + '\055' + chr(0b101110 + 0o12))) == F3riDA4VJznn:
Cr08qflLY4kf = NXMOS_nF94Ep.i + ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(0b110001), 8)
yield (xafqLlk3kkUe(CWnx52wJLqEN.left_edge, xafqLlk3kkUe(SXOLrMavuUCe(b'x'), '\144' + '\x65' + '\143' + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100 + 0o0) + chr(0b1100110) + chr(0b1010 + 0o43) + '\x38')), Cr08qflLY4kf, JndczeprtAHj)
|
explosion/spaCy
|
spacy/_ml.py
|
with_cpu
|
def with_cpu(ops, model):
"""Wrap a model that should run on CPU, transferring inputs and outputs
as necessary."""
model.to_cpu()
def with_cpu_forward(inputs, drop=0.0):
cpu_outputs, backprop = model.begin_update(_to_cpu(inputs), drop=drop)
gpu_outputs = _to_device(ops, cpu_outputs)
def with_cpu_backprop(d_outputs, sgd=None):
cpu_d_outputs = _to_cpu(d_outputs)
return backprop(cpu_d_outputs, sgd=sgd)
return gpu_outputs, with_cpu_backprop
return wrap(with_cpu_forward, model)
|
python
|
def with_cpu(ops, model):
"""Wrap a model that should run on CPU, transferring inputs and outputs
as necessary."""
model.to_cpu()
def with_cpu_forward(inputs, drop=0.0):
cpu_outputs, backprop = model.begin_update(_to_cpu(inputs), drop=drop)
gpu_outputs = _to_device(ops, cpu_outputs)
def with_cpu_backprop(d_outputs, sgd=None):
cpu_d_outputs = _to_cpu(d_outputs)
return backprop(cpu_d_outputs, sgd=sgd)
return gpu_outputs, with_cpu_backprop
return wrap(with_cpu_forward, model)
|
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] |
Wrap a model that should run on CPU, transferring inputs and outputs
as necessary.
|
[
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"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/_ml.py#L84-L99
|
train
|
Wrap a model that should run on CPU transferring inputs and outputs
as necessary.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(54) + chr(0b101 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(5375 - 5264) + '\x37' + chr(2356 - 2306), 0b1000), ehT0Px3KOsy9(chr(582 - 534) + chr(2545 - 2434) + '\x33' + chr(2018 - 1963) + chr(522 - 473), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110101) + '\x37', 15129 - 15121), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(1154 - 1103) + chr(0b10110 + 0o32), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(1661 - 1612) + chr(0b100101 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000 + 0o3) + '\x32' + chr(2447 - 2395), 35569 - 35561), ehT0Px3KOsy9(chr(0b110000) + chr(8936 - 8825) + '\061' + chr(112 - 58), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + '\062' + '\x33' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9395 - 9284) + chr(0b101010 + 0o10) + chr(214 - 165) + '\065', 42128 - 42120), ehT0Px3KOsy9('\x30' + chr(6405 - 6294) + chr(50) + chr(0b0 + 0o65) + chr(0b101111 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(12142 - 12031) + chr(0b110011) + chr(0b1100 + 0o45), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(1056 - 1008) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(49) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(0b110011) + '\063' + chr(0b110101), 46748 - 46740), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\064' + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011 + 0o144) + chr(50) + chr(2412 - 2361), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1794 - 1744) + '\x34' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(550 - 498) + chr(1938 - 1887), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101011 + 0o104) + '\x32' + chr(51) + chr(52), 22782 - 22774), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(2233 - 2122) + chr(0b1 + 0o60) + chr(811 - 762) + chr(2356 - 2306), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\060' + chr(52), 19231 - 19223), ehT0Px3KOsy9(chr(1906 - 1858) + chr(11662 - 11551) + chr(49) + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11101 + 0o26) + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b100 + 0o62) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(0b110011) + chr(52) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(643 - 595) + chr(0b1011101 + 0o22) + chr(0b110011) + '\066' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(968 - 919) + chr(55) + '\x37', 10447 - 10439), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(1734 - 1682) + chr(0b100110 + 0o21), 0o10), ehT0Px3KOsy9(chr(1218 - 1170) + chr(0b1101110 + 0o1) + '\x32' + chr(682 - 633) + chr(0b101 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(1253 - 1202) + chr(0b1110 + 0o51) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110000) + '\x32', 30323 - 30315), ehT0Px3KOsy9(chr(48) + chr(1269 - 1158) + chr(0b110100) + '\061', 62481 - 62473), ehT0Px3KOsy9(chr(0b110000) + chr(10768 - 10657) + chr(0b10 + 0o57) + chr(81 - 26), 8), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b110111 + 0o70) + chr(989 - 938) + chr(0b11001 + 0o27) + chr(0b10101 + 0o35), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + chr(0b110001) + '\x32' + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(1719 - 1608) + '\x33' + '\067' + chr(0b0 + 0o61), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(1221 - 1171) + chr(0b10110 + 0o36), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + '\060', 16401 - 16393)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x18'), chr(7889 - 7789) + chr(0b1100101) + chr(99) + chr(111) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + '\x66' + '\055' + chr(0b100001 + 0o27)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MNsQ8lsWsL27(_nu2um5Q5WJf, FK0vqzZ5gPN6):
xafqLlk3kkUe(FK0vqzZ5gPN6, xafqLlk3kkUe(SXOLrMavuUCe(b'BU\xa6I\x9f-'), chr(100) + chr(0b1100101) + chr(0b10 + 0o141) + chr(0b1101111) + chr(2817 - 2717) + '\x65')(chr(117) + chr(0b1001001 + 0o53) + chr(0b1100110) + chr(45) + '\070'))()
def S1ZCG741RP5h(vXoupepMtCXU, vSSGfCYgvf4T=0.0):
(MVGYEjc0rmh2, tQ8JtatRCNcM) = FK0vqzZ5gPN6.begin_update(gcQPw4g4mOWN(vXoupepMtCXU), drop=vSSGfCYgvf4T)
s2Hbu3ixhXHI = bq_p3EXEFzVj(_nu2um5Q5WJf, MVGYEjc0rmh2)
def IyV5QTaKBWPN(HcogLyRyS314, RicqRf7_0hye=None):
iyQiSKO9mRpK = gcQPw4g4mOWN(HcogLyRyS314)
return tQ8JtatRCNcM(iyQiSKO9mRpK, sgd=RicqRf7_0hye)
return (s2Hbu3ixhXHI, IyV5QTaKBWPN)
return wwyjX8uRny5c(S1ZCG741RP5h, FK0vqzZ5gPN6)
|
explosion/spaCy
|
spacy/_ml.py
|
build_simple_cnn_text_classifier
|
def build_simple_cnn_text_classifier(tok2vec, nr_class, exclusive_classes=False, **cfg):
"""
Build a simple CNN text classifier, given a token-to-vector model as inputs.
If exclusive_classes=True, a softmax non-linearity is applied, so that the
outputs sum to 1. If exclusive_classes=False, a logistic non-linearity
is applied instead, so that outputs are in the range [0, 1].
"""
with Model.define_operators({">>": chain}):
if exclusive_classes:
output_layer = Softmax(nr_class, tok2vec.nO)
else:
output_layer = (
zero_init(Affine(nr_class, tok2vec.nO, drop_factor=0.0)) >> logistic
)
model = tok2vec >> flatten_add_lengths >> Pooling(mean_pool) >> output_layer
model.tok2vec = chain(tok2vec, flatten)
model.nO = nr_class
return model
|
python
|
def build_simple_cnn_text_classifier(tok2vec, nr_class, exclusive_classes=False, **cfg):
"""
Build a simple CNN text classifier, given a token-to-vector model as inputs.
If exclusive_classes=True, a softmax non-linearity is applied, so that the
outputs sum to 1. If exclusive_classes=False, a logistic non-linearity
is applied instead, so that outputs are in the range [0, 1].
"""
with Model.define_operators({">>": chain}):
if exclusive_classes:
output_layer = Softmax(nr_class, tok2vec.nO)
else:
output_layer = (
zero_init(Affine(nr_class, tok2vec.nO, drop_factor=0.0)) >> logistic
)
model = tok2vec >> flatten_add_lengths >> Pooling(mean_pool) >> output_layer
model.tok2vec = chain(tok2vec, flatten)
model.nO = nr_class
return model
|
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] |
Build a simple CNN text classifier, given a token-to-vector model as inputs.
If exclusive_classes=True, a softmax non-linearity is applied, so that the
outputs sum to 1. If exclusive_classes=False, a logistic non-linearity
is applied instead, so that outputs are in the range [0, 1].
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/_ml.py#L635-L652
|
train
|
Builds a simple CNN text classifier given a token - to - vector model as inputs.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110 + 0o54) + '\065' + chr(0b1 + 0o63), 23210 - 23202), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1001010 + 0o45) + chr(2201 - 2152) + chr(0b110001) + chr(0b101100 + 0o11), 0o10), ehT0Px3KOsy9(chr(1531 - 1483) + chr(0b11101 + 0o122) + chr(82 - 31) + chr(53) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100 + 0o57) + chr(0b111 + 0o55) + chr(0b101000 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\066' + chr(719 - 665), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000 + 0o2) + '\067' + '\065', 56696 - 56688), ehT0Px3KOsy9(chr(1330 - 1282) + chr(111) + '\061' + chr(0b110101) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + '\062' + chr(0b110000) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x33' + '\065', 34153 - 34145), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(51) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(0b110011) + '\061' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\063' + chr(1071 - 1020) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(172 - 123) + chr(2331 - 2282) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\x33' + chr(933 - 878) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110110) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(237 - 189) + '\x6f' + chr(49) + '\065' + chr(1348 - 1295), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x30' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\061' + chr(0b1110 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(10823 - 10712) + chr(243 - 193) + '\x36' + '\060', 63843 - 63835), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b110000 + 0o1) + chr(0b100001 + 0o24), 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\x33' + chr(610 - 555) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + '\x32' + chr(0b110101) + chr(0b110010 + 0o2), 8), ehT0Px3KOsy9(chr(1447 - 1399) + chr(0b1101111) + '\x32' + chr(49) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(3568 - 3457) + '\061' + chr(0b110111) + chr(0b10110 + 0o40), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x30' + chr(1441 - 1387), 38277 - 38269), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(1995 - 1946) + '\065', 34551 - 34543), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b101010 + 0o10) + chr(0b100110 + 0o15) + '\x34', 38354 - 38346), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b110001) + chr(54) + chr(54), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b1001 + 0o53) + chr(0b110 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1011011 + 0o24) + chr(49) + chr(0b110100) + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(1660 - 1607) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\x36' + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b101111 + 0o4) + '\x37' + '\067', 0o10), ehT0Px3KOsy9(chr(1943 - 1895) + chr(0b1101010 + 0o5) + '\x36' + '\x31', 28712 - 28704), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + chr(51) + chr(0b10000 + 0o41) + chr(48), 8), ehT0Px3KOsy9('\x30' + chr(0b1011100 + 0o23) + '\063' + chr(0b110110) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1192 - 1140), 65022 - 65014), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\063' + chr(0b10010 + 0o42), 0o10), ehT0Px3KOsy9(chr(1489 - 1441) + '\157' + '\x31' + chr(2121 - 2070), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b110010) + '\x37', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x82'), '\144' + '\x65' + '\x63' + '\157' + chr(0b1100100) + '\x65')('\x75' + chr(116) + chr(102) + chr(653 - 608) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PlbRVWoJCWnb(tkcqg1sLt0Vn, tLzvsQYVl6qy, GgA4HEkoXjU4=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1397 - 1349), ord("\x08")), **VUGOL5I886yF):
with xafqLlk3kkUe(JC8lDcRGu6X6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8(\x89\x8f\x18\xd81\xec-\xfc\xba\xb9<\x95\x82\x1e'), chr(0b11000 + 0o114) + chr(0b1100101) + chr(968 - 869) + '\157' + chr(3886 - 3786) + '\x65')(chr(0b100000 + 0o125) + chr(3254 - 3138) + chr(102) + '\055' + chr(56)))({xafqLlk3kkUe(SXOLrMavuUCe(b'\x92s'), chr(0b110101 + 0o57) + chr(0b111 + 0o136) + '\x63' + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b11000 + 0o135) + chr(5815 - 5699) + chr(0b1100110) + '\055' + chr(56)): bmb33Pw6erRd}):
if GgA4HEkoXjU4:
qGIHsMWGPCz8 = acMJPFhBKQg8(tLzvsQYVl6qy, tkcqg1sLt0Vn.nO)
else:
qGIHsMWGPCz8 = TLgJ6guWV6AS(Z9547CGevoJk(tLzvsQYVl6qy, tkcqg1sLt0Vn.nO, drop_factor=0.0)) >> TVbKZEHZ8dsb
FK0vqzZ5gPN6 = tkcqg1sLt0Vn >> eAazj9BOnV1m >> OsTHIh95XBkM(Ws_PEpn_hbdb) >> qGIHsMWGPCz8
FK0vqzZ5gPN6.tkcqg1sLt0Vn = bmb33Pw6erRd(tkcqg1sLt0Vn, dbBtynT6oMgz)
FK0vqzZ5gPN6.X1XdVZDVEJ9a = tLzvsQYVl6qy
return FK0vqzZ5gPN6
|
explosion/spaCy
|
spacy/_ml.py
|
concatenate_lists
|
def concatenate_lists(*layers, **kwargs): # pragma: no cover
"""Compose two or more models `f`, `g`, etc, such that their outputs are
concatenated, i.e. `concatenate(f, g)(x)` computes `hstack(f(x), g(x))`
"""
if not layers:
return noop()
drop_factor = kwargs.get("drop_factor", 1.0)
ops = layers[0].ops
layers = [chain(layer, flatten) for layer in layers]
concat = concatenate(*layers)
def concatenate_lists_fwd(Xs, drop=0.0):
drop *= drop_factor
lengths = ops.asarray([len(X) for X in Xs], dtype="i")
flat_y, bp_flat_y = concat.begin_update(Xs, drop=drop)
ys = ops.unflatten(flat_y, lengths)
def concatenate_lists_bwd(d_ys, sgd=None):
return bp_flat_y(ops.flatten(d_ys), sgd=sgd)
return ys, concatenate_lists_bwd
model = wrap(concatenate_lists_fwd, concat)
return model
|
python
|
def concatenate_lists(*layers, **kwargs): # pragma: no cover
"""Compose two or more models `f`, `g`, etc, such that their outputs are
concatenated, i.e. `concatenate(f, g)(x)` computes `hstack(f(x), g(x))`
"""
if not layers:
return noop()
drop_factor = kwargs.get("drop_factor", 1.0)
ops = layers[0].ops
layers = [chain(layer, flatten) for layer in layers]
concat = concatenate(*layers)
def concatenate_lists_fwd(Xs, drop=0.0):
drop *= drop_factor
lengths = ops.asarray([len(X) for X in Xs], dtype="i")
flat_y, bp_flat_y = concat.begin_update(Xs, drop=drop)
ys = ops.unflatten(flat_y, lengths)
def concatenate_lists_bwd(d_ys, sgd=None):
return bp_flat_y(ops.flatten(d_ys), sgd=sgd)
return ys, concatenate_lists_bwd
model = wrap(concatenate_lists_fwd, concat)
return model
|
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Compose two or more models `f`, `g`, etc, such that their outputs are
concatenated, i.e. `concatenate(f, g)(x)` computes `hstack(f(x), g(x))`
|
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8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/_ml.py#L667-L690
|
train
|
Compose two or more models f g etc. such that their outputs are concatenated i. e. f g x computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( f g x ) computes hstack ( x g x
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(2590 - 2539) + chr(2289 - 2241) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x32' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(690 - 639) + chr(0b110 + 0o52) + chr(1934 - 1879), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1593 - 1542) + chr(0b110000) + chr(478 - 427), ord("\x08")), ehT0Px3KOsy9(chr(54 - 6) + chr(111) + chr(0b11010 + 0o31) + chr(0b101101 + 0o3) + '\063', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(717 - 666) + chr(0b110110) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(53) + chr(115 - 67), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(1440 - 1386) + chr(52), 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(105 - 52) + chr(0b100100 + 0o21), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100011 + 0o17) + '\066' + chr(50), 6077 - 6069), ehT0Px3KOsy9('\060' + chr(9271 - 9160) + '\x36' + '\x36', 59839 - 59831), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100 + 0o55) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(2137 - 2026) + chr(0b110011) + chr(1355 - 1305) + chr(52), 15585 - 15577), ehT0Px3KOsy9(chr(48) + chr(4080 - 3969) + chr(0b110 + 0o57) + chr(51), 27899 - 27891), ehT0Px3KOsy9(chr(1020 - 972) + '\157' + '\x36' + chr(48), 65309 - 65301), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110011 + 0o74) + '\x32' + chr(52) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(2144 - 2096) + '\157' + chr(50) + chr(0b100001 + 0o20) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(0b1 + 0o61) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1125 - 1074) + chr(225 - 172) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\x36' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(698 - 644) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(0b110010) + chr(1802 - 1751) + chr(55), 51937 - 51929), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2315 - 2266) + chr(0b101001 + 0o7), 42402 - 42394), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(9637 - 9526) + chr(51) + '\x31' + chr(0b11110 + 0o26), 35364 - 35356), ehT0Px3KOsy9(chr(48) + chr(1718 - 1607) + chr(2450 - 2399) + chr(0b110011) + chr(0b100101 + 0o21), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x36' + '\067', 22844 - 22836), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101011 + 0o7) + chr(51) + chr(0b100100 + 0o15), 20065 - 20057), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(714 - 664) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(58 - 9) + chr(235 - 187) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(54) + chr(53), 62651 - 62643), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b0 + 0o61) + chr(48) + '\061', 5734 - 5726), ehT0Px3KOsy9('\060' + chr(0b1001100 + 0o43) + chr(50) + '\x33' + chr(0b110010), 50299 - 50291), ehT0Px3KOsy9(chr(2038 - 1990) + '\157' + '\063' + chr(0b110110) + '\060', 49673 - 49665), ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100110 + 0o14) + '\x37' + chr(48), 61088 - 61080), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011111 + 0o20) + chr(0b110001) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + '\062' + chr(2456 - 2402) + chr(0b110 + 0o61), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(48) + chr(0b110101), 65210 - 65202)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xea'), '\144' + '\145' + chr(99) + chr(729 - 618) + '\144' + chr(101))(chr(10510 - 10393) + chr(116) + chr(0b100100 + 0o102) + chr(863 - 818) + chr(0b1001 + 0o57)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PC_31YglYAHE(*sGi5Aql23May, **M8EIoTs2GJXE):
if not sGi5Aql23May:
return oox01JdXto7H()
yQ7N6vdhKVRh = M8EIoTs2GJXE.get(xafqLlk3kkUe(SXOLrMavuUCe(b"\xa0'\xa8\xb3\x9c\x92\xc9\x97Y\xddD"), '\x64' + '\x65' + '\143' + '\x6f' + chr(6379 - 6279) + '\145')(chr(10728 - 10611) + '\x74' + chr(0b1100110) + chr(45) + chr(1510 - 1454)), 1.0)
_nu2um5Q5WJf = sGi5Aql23May[ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + '\x30', 0b1000)].ops
sGi5Aql23May = [bmb33Pw6erRd(wgamNHppspXj, dbBtynT6oMgz) for wgamNHppspXj in sGi5Aql23May]
n6iOk5pPXJg1 = Fk2B73DcleMI(*sGi5Aql23May)
def HCR4v8AIJZ78(nIxBgo3LD35n, vSSGfCYgvf4T=0.0):
vSSGfCYgvf4T *= yQ7N6vdhKVRh
dvel49fT6_fT = _nu2um5Q5WJf.asarray([c2A0yzQpDQB3(xEgrFJ0REugl) for xEgrFJ0REugl in nIxBgo3LD35n], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'\xad'), '\x64' + '\145' + '\143' + chr(111) + '\x64' + chr(0b1000010 + 0o43))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070'))
(VhyCQgNhLUKM, LEPUWglGSYWs) = n6iOk5pPXJg1.begin_update(nIxBgo3LD35n, drop=vSSGfCYgvf4T)
oCqQNfCOTQKb = _nu2um5Q5WJf.unflatten(VhyCQgNhLUKM, dvel49fT6_fT)
def BdzV7hvafZBZ(r2MUlrB6mc_D, RicqRf7_0hye=None):
return LEPUWglGSYWs(xafqLlk3kkUe(_nu2um5Q5WJf, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa29\xa6\xb7\xb7\x91\xc6'), chr(0b1100100) + '\145' + '\x63' + chr(234 - 123) + chr(0b1100100) + chr(101))(chr(7833 - 7716) + '\164' + '\146' + chr(0b11000 + 0o25) + '\070'))(r2MUlrB6mc_D), sgd=RicqRf7_0hye)
return (oCqQNfCOTQKb, BdzV7hvafZBZ)
FK0vqzZ5gPN6 = wwyjX8uRny5c(HCR4v8AIJZ78, n6iOk5pPXJg1)
return FK0vqzZ5gPN6
|
explosion/spaCy
|
spacy/_ml.py
|
masked_language_model
|
def masked_language_model(vocab, model, mask_prob=0.15):
"""Convert a model into a BERT-style masked language model"""
random_words = _RandomWords(vocab)
def mlm_forward(docs, drop=0.0):
mask, docs = _apply_mask(docs, random_words, mask_prob=mask_prob)
mask = model.ops.asarray(mask).reshape((mask.shape[0], 1))
output, backprop = model.begin_update(docs, drop=drop)
def mlm_backward(d_output, sgd=None):
d_output *= 1 - mask
return backprop(d_output, sgd=sgd)
return output, mlm_backward
return wrap(mlm_forward, model)
|
python
|
def masked_language_model(vocab, model, mask_prob=0.15):
"""Convert a model into a BERT-style masked language model"""
random_words = _RandomWords(vocab)
def mlm_forward(docs, drop=0.0):
mask, docs = _apply_mask(docs, random_words, mask_prob=mask_prob)
mask = model.ops.asarray(mask).reshape((mask.shape[0], 1))
output, backprop = model.begin_update(docs, drop=drop)
def mlm_backward(d_output, sgd=None):
d_output *= 1 - mask
return backprop(d_output, sgd=sgd)
return output, mlm_backward
return wrap(mlm_forward, model)
|
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] |
Convert a model into a BERT-style masked language model
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/_ml.py#L693-L709
|
train
|
Convert a model into a BERT - style masked language model
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\064' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(377 - 327) + chr(0b110011) + '\x33', 33805 - 33797), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x30' + chr(2331 - 2278), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\061' + chr(0b110011) + '\x35', 0o10), ehT0Px3KOsy9(chr(680 - 632) + '\157' + chr(65 - 14) + '\x33' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1832 - 1784) + '\157' + '\x36' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110111) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1539 - 1487) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1427 - 1377) + chr(0b100010 + 0o21) + chr(360 - 309), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1449 - 1398) + chr(0b110110) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(49) + '\x37' + chr(0b10011 + 0o36), 0b1000), ehT0Px3KOsy9(chr(404 - 356) + chr(7340 - 7229) + '\063' + '\x35' + '\060', 18613 - 18605), ehT0Px3KOsy9(chr(443 - 395) + chr(0b10110 + 0o131) + '\x32' + chr(1982 - 1929) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\066' + chr(0b10101 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\065' + chr(0b1001 + 0o53), 0b1000), ehT0Px3KOsy9(chr(1436 - 1388) + chr(0b1101111) + chr(2049 - 1999) + '\060' + '\x31', 36712 - 36704), ehT0Px3KOsy9('\060' + chr(9177 - 9066) + chr(0b1011 + 0o53) + chr(2184 - 2135), ord("\x08")), ehT0Px3KOsy9(chr(1419 - 1371) + chr(111) + chr(51) + '\x31' + chr(0b1011 + 0o47), 5593 - 5585), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1001 + 0o146) + '\x33' + chr(2150 - 2096), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(49) + chr(50) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(8672 - 8561) + chr(0b111 + 0o52) + chr(50) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(0b101011 + 0o7) + '\x34' + chr(0b10000 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x33' + '\063' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(473 - 422) + chr(0b110110) + chr(0b11010 + 0o26), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b11 + 0o61) + chr(0b110 + 0o60), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3710 - 3599) + '\062' + '\x33' + '\x33', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(0b1010 + 0o51) + chr(2316 - 2262) + chr(1767 - 1718), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b0 + 0o63) + chr(0b110101) + chr(0b11001 + 0o35), 3522 - 3514), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110100) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7033 - 6922) + chr(49) + '\x31' + '\062', 0o10), ehT0Px3KOsy9(chr(1240 - 1192) + chr(0b1101111) + chr(53) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(1125 - 1076) + chr(0b110011) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b100 + 0o60) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(1848 - 1737) + '\x32' + '\062' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11 + 0o57) + '\065' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(466 - 413) + chr(0b101010 + 0o11), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(592 - 538) + chr(0b101101 + 0o3), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + chr(1650 - 1597) + chr(51), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b101100 + 0o103) + '\065' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'J'), chr(9004 - 8904) + '\x65' + chr(99) + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(525 - 423) + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HapYGXseBwji(mSU6gEqYPk2T, FK0vqzZ5gPN6, yeFdCZ5JqhEb=0.15):
JF4RwA290LFK = XGZ_FmWUBKI2(mSU6gEqYPk2T)
def eT6JC8FDvc6u(ASpvqKej94Wj, vSSGfCYgvf4T=0.0):
(Iz1jSgUKZDvt, ASpvqKej94Wj) = wKiYSKUYD7bA(ASpvqKej94Wj, JF4RwA290LFK, mask_prob=yeFdCZ5JqhEb)
Iz1jSgUKZDvt = FK0vqzZ5gPN6.ops.asarray(Iz1jSgUKZDvt).reshape((Iz1jSgUKZDvt.nauYfLglTpcb[ehT0Px3KOsy9(chr(401 - 353) + chr(0b1000100 + 0o53) + '\060', 0b1000)], ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(9590 - 9479) + chr(444 - 395), 0b1000)))
(e1jVqMSBZ01Y, tQ8JtatRCNcM) = FK0vqzZ5gPN6.begin_update(ASpvqKej94Wj, drop=vSSGfCYgvf4T)
def XuVtmBzXgWsA(WUyhfcVaQR8I, RicqRf7_0hye=None):
WUyhfcVaQR8I *= ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b10101 + 0o132) + '\061', 8) - Iz1jSgUKZDvt
return tQ8JtatRCNcM(WUyhfcVaQR8I, sgd=RicqRf7_0hye)
return (e1jVqMSBZ01Y, XuVtmBzXgWsA)
return wwyjX8uRny5c(eT6JC8FDvc6u, FK0vqzZ5gPN6)
|
explosion/spaCy
|
spacy/pipeline/hooks.py
|
SimilarityHook.begin_training
|
def begin_training(self, _=tuple(), pipeline=None, sgd=None, **kwargs):
"""Allocate model, using width from tensorizer in pipeline.
gold_tuples (iterable): Gold-standard training data.
pipeline (list): The pipeline the model is part of.
"""
if self.model is True:
self.model = self.Model(pipeline[0].model.nO)
link_vectors_to_models(self.vocab)
if sgd is None:
sgd = self.create_optimizer()
return sgd
|
python
|
def begin_training(self, _=tuple(), pipeline=None, sgd=None, **kwargs):
"""Allocate model, using width from tensorizer in pipeline.
gold_tuples (iterable): Gold-standard training data.
pipeline (list): The pipeline the model is part of.
"""
if self.model is True:
self.model = self.Model(pipeline[0].model.nO)
link_vectors_to_models(self.vocab)
if sgd is None:
sgd = self.create_optimizer()
return sgd
|
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Allocate model, using width from tensorizer in pipeline.
gold_tuples (iterable): Gold-standard training data.
pipeline (list): The pipeline the model is part of.
|
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8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/hooks.py#L89-L100
|
train
|
Allocate model using width from tensorizer in pipeline.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + chr(0b110011) + '\063' + chr(0b10101 + 0o34), 0b1000), ehT0Px3KOsy9(chr(228 - 180) + '\x6f' + chr(2391 - 2341) + chr(0b110111) + chr(0b111 + 0o53), 37006 - 36998), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1111 + 0o45) + '\x35', 19935 - 19927), ehT0Px3KOsy9(chr(0b110000) + chr(2314 - 2203) + chr(1543 - 1494) + chr(0b1001 + 0o52) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(55) + chr(0b101000 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\061' + chr(361 - 312) + '\062', 0b1000), ehT0Px3KOsy9(chr(412 - 364) + chr(3196 - 3085) + chr(0b1111 + 0o44) + chr(0b100011 + 0o16) + chr(0b11111 + 0o27), 14585 - 14577), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + chr(0b110011) + chr(0b10010 + 0o43) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10101 + 0o34) + '\064' + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1324 - 1270) + chr(523 - 475), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(669 - 619) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(1289 - 1178) + chr(1433 - 1382) + chr(254 - 203), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + chr(49) + '\x37' + chr(2765 - 2711), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\062' + chr(0b110011) + chr(0b110011), 38737 - 38729), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\062' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(51) + chr(0b100 + 0o57) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b10110 + 0o35) + '\067' + chr(502 - 447), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\066', 28163 - 28155), ehT0Px3KOsy9(chr(1173 - 1125) + chr(0b100000 + 0o117) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1941 - 1893) + '\x6f' + chr(1952 - 1901) + '\065' + '\067', 30659 - 30651), ehT0Px3KOsy9(chr(0b110000) + chr(8137 - 8026) + chr(0b110 + 0o54) + chr(0b110110) + chr(1330 - 1279), ord("\x08")), ehT0Px3KOsy9(chr(1519 - 1471) + chr(7511 - 7400) + '\x33' + '\x36' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(0b110010 + 0o0) + chr(0b11111 + 0o25) + '\x30', 0b1000), ehT0Px3KOsy9(chr(425 - 377) + chr(111) + chr(0b110010) + '\x33' + '\x33', 8), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(51) + '\x32' + chr(0b110100), 62599 - 62591), ehT0Px3KOsy9('\x30' + chr(6576 - 6465) + chr(0b110011) + '\x36' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + '\x31' + '\067' + chr(739 - 686), 26776 - 26768), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1010 + 0o47) + chr(50) + chr(53), 30354 - 30346), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(51) + chr(0b110001) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1539 - 1491) + chr(111) + chr(1013 - 963) + '\x35' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(49) + '\062', 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110100) + chr(506 - 458), 0b1000), ehT0Px3KOsy9(chr(2214 - 2166) + '\157' + chr(50) + chr(0b11110 + 0o23) + chr(54), 0b1000), ehT0Px3KOsy9(chr(139 - 91) + '\x6f' + '\062' + chr(667 - 616) + chr(920 - 872), 51321 - 51313), ehT0Px3KOsy9(chr(909 - 861) + chr(111) + chr(0b110001) + chr(0b110101) + '\067', 3662 - 3654), ehT0Px3KOsy9('\x30' + chr(2652 - 2541) + chr(0b100110 + 0o14) + chr(0b110011) + chr(1409 - 1354), 22219 - 22211), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1011101 + 0o22) + chr(0b110001) + chr(1409 - 1355) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(1100 - 1050) + chr(53) + '\x37', 18507 - 18499)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\065' + chr(1324 - 1276), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7'), chr(0b1100100) + '\x65' + chr(0b1 + 0o142) + chr(0b1101111) + chr(2705 - 2605) + chr(0b1100101))(chr(0b1001001 + 0o54) + chr(0b101011 + 0o111) + '\x66' + '\055' + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def iMctRV4tkTkJ(oVre8I6UXc3b, VNGQdHSFPrso=KNyTy8rYcwji(), ri8yqNQ1eQuR=None, RicqRf7_0hye=None, **M8EIoTs2GJXE):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\xf1\x15(\x8f0\x94\xdd\x06`\xdb-'), '\x64' + '\x65' + chr(4483 - 4384) + chr(111) + chr(0b1100100) + chr(0b101110 + 0o67))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(414 - 369) + chr(2118 - 2062))) is ehT0Px3KOsy9('\x30' + chr(7204 - 7093) + chr(0b110001), 8):
oVre8I6UXc3b.FK0vqzZ5gPN6 = oVre8I6UXc3b.Model(ri8yqNQ1eQuR[ehT0Px3KOsy9(chr(48) + chr(11602 - 11491) + chr(0b110000), 26751 - 26743)].model.X1XdVZDVEJ9a)
azo2rk6LLeei(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\xe9ph\x99\x0f\xbf\xb11[\xa7O'), chr(100) + chr(0b1000 + 0o135) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1111 + 0o126))('\165' + chr(0b1110100) + chr(0b11110 + 0o110) + chr(153 - 108) + '\070')))
if RicqRf7_0hye is None:
RicqRf7_0hye = oVre8I6UXc3b.create_optimizer()
return RicqRf7_0hye
|
explosion/spaCy
|
spacy/displacy/render.py
|
DependencyRenderer.render
|
def render(self, parsed, page=False, minify=False):
"""Render complete markup.
parsed (list): Dependency parses to render.
page (bool): Render parses wrapped as full HTML page.
minify (bool): Minify HTML markup.
RETURNS (unicode): Rendered SVG or HTML markup.
"""
# Create a random ID prefix to make sure parses don't receive the
# same ID, even if they're identical
id_prefix = uuid.uuid4().hex
rendered = []
for i, p in enumerate(parsed):
if i == 0:
settings = p.get("settings", {})
self.direction = settings.get("direction", DEFAULT_DIR)
self.lang = settings.get("lang", DEFAULT_LANG)
render_id = "{}-{}".format(id_prefix, i)
svg = self.render_svg(render_id, p["words"], p["arcs"])
rendered.append(svg)
if page:
content = "".join([TPL_FIGURE.format(content=svg) for svg in rendered])
markup = TPL_PAGE.format(
content=content, lang=self.lang, dir=self.direction
)
else:
markup = "".join(rendered)
if minify:
return minify_html(markup)
return markup
|
python
|
def render(self, parsed, page=False, minify=False):
"""Render complete markup.
parsed (list): Dependency parses to render.
page (bool): Render parses wrapped as full HTML page.
minify (bool): Minify HTML markup.
RETURNS (unicode): Rendered SVG or HTML markup.
"""
# Create a random ID prefix to make sure parses don't receive the
# same ID, even if they're identical
id_prefix = uuid.uuid4().hex
rendered = []
for i, p in enumerate(parsed):
if i == 0:
settings = p.get("settings", {})
self.direction = settings.get("direction", DEFAULT_DIR)
self.lang = settings.get("lang", DEFAULT_LANG)
render_id = "{}-{}".format(id_prefix, i)
svg = self.render_svg(render_id, p["words"], p["arcs"])
rendered.append(svg)
if page:
content = "".join([TPL_FIGURE.format(content=svg) for svg in rendered])
markup = TPL_PAGE.format(
content=content, lang=self.lang, dir=self.direction
)
else:
markup = "".join(rendered)
if minify:
return minify_html(markup)
return markup
|
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")",
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":",
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"minify_html",
"(",
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")",
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] |
Render complete markup.
parsed (list): Dependency parses to render.
page (bool): Render parses wrapped as full HTML page.
minify (bool): Minify HTML markup.
RETURNS (unicode): Rendered SVG or HTML markup.
|
[
"Render",
"complete",
"markup",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L39-L68
|
train
|
Render complete markup.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(2281 - 2233) + chr(1803 - 1751), 53564 - 53556), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(836 - 781) + '\x37', 33869 - 33861), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1001 + 0o146) + chr(0b110010) + chr(0b10110 + 0o33) + '\x37', 4544 - 4536), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\x31' + '\x37' + '\061', 0o10), ehT0Px3KOsy9(chr(931 - 883) + '\157' + '\063' + chr(54) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011100 + 0o23) + '\x32' + '\x36' + chr(0b100000 + 0o22), 0o10), ehT0Px3KOsy9(chr(2042 - 1994) + chr(0b1001010 + 0o45) + chr(0b110010) + chr(945 - 891) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\066' + chr(0b110100), 18052 - 18044), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(53) + chr(50), 31149 - 31141), ehT0Px3KOsy9(chr(532 - 484) + chr(111) + chr(0b110011) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(3569 - 3458) + chr(0b110001) + chr(150 - 100) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1813 - 1763) + chr(1661 - 1613) + '\067', 45205 - 45197), ehT0Px3KOsy9(chr(636 - 588) + chr(2518 - 2407) + '\061' + chr(55) + chr(0b100001 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b0 + 0o61) + chr(0b110111) + chr(0b100110 + 0o20), 17099 - 17091), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b11010 + 0o27) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100100 + 0o16) + '\061', 58085 - 58077), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(8234 - 8123) + '\x33' + chr(48) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1493 - 1443) + '\062' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011 + 0o0) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(2803 - 2692) + '\062' + chr(0b110111) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(1495 - 1384) + chr(0b100100 + 0o16) + '\x35' + chr(1212 - 1160), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\x32' + chr(0b11 + 0o63), 1050 - 1042), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110111) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(54) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110100) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(3433 - 3322) + '\x32' + '\063' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + chr(49) + '\x34' + chr(452 - 404), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b110010) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2433 - 2383) + '\064' + chr(0b110101), 31237 - 31229), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + chr(0b100000 + 0o23) + chr(55) + chr(0b10 + 0o56), 22331 - 22323), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\064' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(2020 - 1972) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + chr(0b110011) + chr(531 - 479) + '\x34', 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(5737 - 5626) + chr(344 - 294) + chr(0b11001 + 0o33) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(54) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2003 - 1892) + '\061' + chr(0b100011 + 0o17) + chr(2099 - 2045), 10526 - 10518), ehT0Px3KOsy9(chr(327 - 279) + chr(0b1101111) + chr(55) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b110011) + chr(2178 - 2123) + chr(0b110011), 51859 - 51851), ehT0Px3KOsy9(chr(2097 - 2049) + '\157' + chr(0b110011 + 0o0) + chr(0b10001 + 0o40) + chr(48), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'j'), '\x64' + chr(0b100 + 0o141) + '\143' + '\x6f' + chr(100) + '\145')(chr(10071 - 9954) + chr(0b1110100) + chr(0b1000 + 0o136) + chr(1397 - 1352) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FiOZyBdc1c0B(oVre8I6UXc3b, QIe124s5EFAg, Voe3WRW7deL_=ehT0Px3KOsy9(chr(2223 - 2175) + chr(0b1101111) + '\x30', ord("\x08")), inKQ3JAPsV_q=ehT0Px3KOsy9('\060' + chr(1081 - 970) + chr(0b101111 + 0o1), 8)):
gE88KbsDX7mS = b1Z61h2jGYCm.uuid4().hex
llvy7Dlwl0tg = []
for (WVxHKyX45z_L, UyakMW2IMFEj) in YlkZvXL8qwsX(QIe124s5EFAg):
if WVxHKyX45z_L == ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 8):
VS1JLY_1up1Q = UyakMW2IMFEj.get(xafqLlk3kkUe(SXOLrMavuUCe(b'7Z\xfb\r\x99\xdc\xd7G'), '\144' + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(0b101011 + 0o72))(chr(117) + chr(12143 - 12027) + chr(0b1100110) + chr(45) + chr(0b110111 + 0o1)), {})
oVre8I6UXc3b.ZzV4BIHlZbxE = VS1JLY_1up1Q.get(xafqLlk3kkUe(SXOLrMavuUCe(b' V\xfd\x1c\x93\xc6\xd9[\xc4'), '\x64' + chr(0b1100101) + chr(6072 - 5973) + chr(111) + chr(0b1010100 + 0o20) + chr(0b11011 + 0o112))(chr(117) + chr(6008 - 5892) + chr(0b1000111 + 0o37) + chr(304 - 259) + chr(56)), URAv7rdnzDZl)
oVre8I6UXc3b.ZH6CblBpklA9 = VS1JLY_1up1Q.get(xafqLlk3kkUe(SXOLrMavuUCe(b'(^\xe1\x1e'), chr(0b10101 + 0o117) + chr(101) + '\x63' + chr(111) + '\144' + '\x65')(chr(117) + chr(0b1001 + 0o153) + chr(0b1011010 + 0o14) + chr(0b101101) + '\x38'), Th0xo0_qDstx)
Q1lZeIDeZXYv = xafqLlk3kkUe(SXOLrMavuUCe(b'?B\xa2\x02\x8d'), chr(485 - 385) + chr(0b1011101 + 0o10) + chr(0b1100011) + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(107 - 62) + '\x38').format(gE88KbsDX7mS, WVxHKyX45z_L)
bT5FB7ZlktcW = oVre8I6UXc3b.render_svg(Q1lZeIDeZXYv, UyakMW2IMFEj[xafqLlk3kkUe(SXOLrMavuUCe(b'3P\xfd\x1d\x83'), chr(3068 - 2968) + chr(0b1011110 + 0o7) + '\x63' + chr(2874 - 2763) + '\144' + chr(0b1011101 + 0o10))(chr(117) + chr(3239 - 3123) + '\x66' + '\x2d' + chr(403 - 347))], UyakMW2IMFEj[xafqLlk3kkUe(SXOLrMavuUCe(b'%M\xec\n'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101001 + 0o6) + '\x64' + chr(0b1010110 + 0o17))(chr(0b101001 + 0o114) + '\x74' + '\146' + '\x2d' + chr(0b10000 + 0o50))])
xafqLlk3kkUe(llvy7Dlwl0tg, xafqLlk3kkUe(SXOLrMavuUCe(b'%O\xff\x1c\x9e\xd6'), chr(3665 - 3565) + chr(0b11101 + 0o110) + chr(99) + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(116) + chr(102) + chr(45) + '\x38'))(bT5FB7ZlktcW)
if Voe3WRW7deL_:
VjgGQlDzfDa9 = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(1222 - 1121) + chr(99) + chr(6597 - 6486) + chr(7128 - 7028) + chr(467 - 366))(chr(0b1110101) + chr(204 - 88) + chr(0b1100110) + chr(45) + chr(0b111000)).join([tRpaFBrH9o_u.format(content=bT5FB7ZlktcW) for bT5FB7ZlktcW in llvy7Dlwl0tg])
r9SpdEo9HIGB = cPltN86DPYzL.format(content=VjgGQlDzfDa9, lang=oVre8I6UXc3b.ZH6CblBpklA9, dir=oVre8I6UXc3b.ZzV4BIHlZbxE)
else:
r9SpdEo9HIGB = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(0b1001011 + 0o32) + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(11566 - 11449) + '\x74' + chr(0b1100110) + chr(45) + chr(1165 - 1109)).join(llvy7Dlwl0tg)
if inKQ3JAPsV_q:
return OHq8N2ODyiwq(r9SpdEo9HIGB)
return r9SpdEo9HIGB
|
explosion/spaCy
|
spacy/displacy/render.py
|
DependencyRenderer.render_svg
|
def render_svg(self, render_id, words, arcs):
"""Render SVG.
render_id (int): Unique ID, typically index of document.
words (list): Individual words and their tags.
arcs (list): Individual arcs and their start, end, direction and label.
RETURNS (unicode): Rendered SVG markup.
"""
self.levels = self.get_levels(arcs)
self.highest_level = len(self.levels)
self.offset_y = self.distance / 2 * self.highest_level + self.arrow_stroke
self.width = self.offset_x + len(words) * self.distance
self.height = self.offset_y + 3 * self.word_spacing
self.id = render_id
words = [self.render_word(w["text"], w["tag"], i) for i, w in enumerate(words)]
arcs = [
self.render_arrow(a["label"], a["start"], a["end"], a["dir"], i)
for i, a in enumerate(arcs)
]
content = "".join(words) + "".join(arcs)
return TPL_DEP_SVG.format(
id=self.id,
width=self.width,
height=self.height,
color=self.color,
bg=self.bg,
font=self.font,
content=content,
dir=self.direction,
lang=self.lang,
)
|
python
|
def render_svg(self, render_id, words, arcs):
"""Render SVG.
render_id (int): Unique ID, typically index of document.
words (list): Individual words and their tags.
arcs (list): Individual arcs and their start, end, direction and label.
RETURNS (unicode): Rendered SVG markup.
"""
self.levels = self.get_levels(arcs)
self.highest_level = len(self.levels)
self.offset_y = self.distance / 2 * self.highest_level + self.arrow_stroke
self.width = self.offset_x + len(words) * self.distance
self.height = self.offset_y + 3 * self.word_spacing
self.id = render_id
words = [self.render_word(w["text"], w["tag"], i) for i, w in enumerate(words)]
arcs = [
self.render_arrow(a["label"], a["start"], a["end"], a["dir"], i)
for i, a in enumerate(arcs)
]
content = "".join(words) + "".join(arcs)
return TPL_DEP_SVG.format(
id=self.id,
width=self.width,
height=self.height,
color=self.color,
bg=self.bg,
font=self.font,
content=content,
dir=self.direction,
lang=self.lang,
)
|
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] |
Render SVG.
render_id (int): Unique ID, typically index of document.
words (list): Individual words and their tags.
arcs (list): Individual arcs and their start, end, direction and label.
RETURNS (unicode): Rendered SVG markup.
|
[
"Render",
"SVG",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L70-L100
|
train
|
Render SVG.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(3439 - 3328) + '\063' + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x36', 29638 - 29630), ehT0Px3KOsy9('\060' + chr(0b110 + 0o151) + chr(0b10010 + 0o41) + chr(2244 - 2193) + chr(0b110100), 548 - 540), ehT0Px3KOsy9(chr(2188 - 2140) + chr(0b110010 + 0o75) + chr(2015 - 1964) + '\x33' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + '\061' + '\x34' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1593 - 1545) + chr(12230 - 12119) + chr(1637 - 1587) + '\x32' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + '\066' + chr(0b10101 + 0o33), 45944 - 45936), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(48) + '\x34', 1932 - 1924), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100100 + 0o17) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100110 + 0o13) + '\061' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1851 - 1803) + chr(1041 - 930) + chr(0b11010 + 0o27) + '\066' + chr(0b100 + 0o61), 43870 - 43862), ehT0Px3KOsy9(chr(48) + chr(6496 - 6385) + chr(49) + '\066' + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(11583 - 11472) + chr(1746 - 1697) + chr(0b1000 + 0o57) + chr(1329 - 1281), 0b1000), ehT0Px3KOsy9('\x30' + chr(9380 - 9269) + chr(50) + '\066' + '\064', 0b1000), ehT0Px3KOsy9(chr(2028 - 1980) + '\x6f' + '\x33' + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(53) + chr(0b110101), 2288 - 2280), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\065' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(919 - 869) + '\x35' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101100 + 0o10) + chr(49), 0b1000), ehT0Px3KOsy9(chr(671 - 623) + chr(0b1101111) + chr(835 - 785) + chr(0b1100 + 0o47) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(55) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\060' + chr(0b10111 + 0o37), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(124 - 75) + chr(53) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2581 - 2526) + chr(968 - 920), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(0b110010 + 0o1), 29131 - 29123), ehT0Px3KOsy9(chr(48) + chr(11645 - 11534) + chr(49) + chr(0b110101) + chr(0b10011 + 0o40), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1100 + 0o45) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(1916 - 1805) + chr(0b110011) + '\065' + '\065', 63053 - 63045), ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + chr(50) + chr(55) + chr(0b100110 + 0o12), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(0b110100) + chr(0b110111), 22417 - 22409), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100011 + 0o20) + chr(0b100000 + 0o25) + chr(969 - 919), 40892 - 40884), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(50) + chr(0b100011 + 0o15), 48935 - 48927), ehT0Px3KOsy9(chr(834 - 786) + chr(0b1011001 + 0o26) + chr(51) + chr(561 - 508) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(10868 - 10757) + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b1111 + 0o46) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(51) + '\062', 64934 - 64926), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101100 + 0o6) + chr(1275 - 1220) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\064' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(3719 - 3608) + chr(621 - 570) + chr(0b10 + 0o64) + '\067', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(2564 - 2511) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5'), chr(0b111110 + 0o46) + chr(0b1010001 + 0o24) + '\143' + '\157' + chr(0b1001010 + 0o32) + '\145')(chr(0b1011110 + 0o27) + '\x74' + '\x66' + chr(1505 - 1460) + chr(0b110100 + 0o4)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kZCK0gfLYZqE(oVre8I6UXc3b, Q1lZeIDeZXYv, o34DiSJcu6N2, rvbshXyNTNru):
oVre8I6UXc3b.o883j_AF0RrD = oVre8I6UXc3b.get_levels(rvbshXyNTNru)
oVre8I6UXc3b.kBo_l2UdYKy2 = c2A0yzQpDQB3(oVre8I6UXc3b.o883j_AF0RrD)
oVre8I6UXc3b.qCj5lj8ozTdj = oVre8I6UXc3b.distance / ehT0Px3KOsy9(chr(48) + chr(1843 - 1732) + chr(50), 27965 - 27957) * oVre8I6UXc3b.kBo_l2UdYKy2 + oVre8I6UXc3b.arrow_stroke
oVre8I6UXc3b.mPx09rBTrGXR = oVre8I6UXc3b.offset_x + c2A0yzQpDQB3(o34DiSJcu6N2) * oVre8I6UXc3b.distance
oVre8I6UXc3b.ehbUULKuygfC = oVre8I6UXc3b.qCj5lj8ozTdj + ehT0Px3KOsy9('\060' + chr(111) + chr(1251 - 1200), 0b1000) * oVre8I6UXc3b.word_spacing
oVre8I6UXc3b.z8EhBlYI2Bx4 = Q1lZeIDeZXYv
o34DiSJcu6N2 = [oVre8I6UXc3b.render_word(AOfzRywRzEXp[xafqLlk3kkUe(SXOLrMavuUCe(b'\xafc\xa4\xa9'), chr(0b10 + 0o142) + '\145' + chr(0b110010 + 0o61) + chr(7396 - 7285) + '\144' + chr(0b1100101))(chr(0b101 + 0o160) + chr(116) + '\x66' + '\055' + chr(925 - 869))], AOfzRywRzEXp[xafqLlk3kkUe(SXOLrMavuUCe(b'\xafg\xbb'), chr(5303 - 5203) + chr(0b1100101) + chr(9737 - 9638) + chr(9514 - 9403) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1010011 + 0o41) + '\x66' + '\055' + chr(56))], WVxHKyX45z_L) for (WVxHKyX45z_L, AOfzRywRzEXp) in YlkZvXL8qwsX(o34DiSJcu6N2)]
rvbshXyNTNru = [oVre8I6UXc3b.render_arrow(XPh1qbAgrPgG[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7g\xbe\xb8\x0c'), '\144' + '\145' + '\143' + chr(0b1101111) + '\x64' + '\145')('\165' + '\164' + chr(0b1100110) + '\055' + '\070')], XPh1qbAgrPgG[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8r\xbd\xaf\x14'), chr(0b10010 + 0o122) + '\x65' + chr(0b1001001 + 0o32) + chr(0b1101111) + '\144' + chr(747 - 646))(chr(4860 - 4743) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b111 + 0o61))], XPh1qbAgrPgG[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbeh\xb8'), chr(100) + '\x65' + chr(99) + chr(0b111110 + 0o61) + chr(100) + chr(5387 - 5286))(chr(3768 - 3651) + '\164' + '\x66' + chr(45) + chr(56))], XPh1qbAgrPgG[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbfo\xae'), '\x64' + chr(0b0 + 0o145) + chr(0b1100011) + chr(111) + chr(100) + '\145')(chr(3573 - 3456) + '\164' + chr(0b1100110) + chr(1070 - 1025) + chr(56))], WVxHKyX45z_L) for (WVxHKyX45z_L, XPh1qbAgrPgG) in YlkZvXL8qwsX(rvbshXyNTNru)]
VjgGQlDzfDa9 = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(7620 - 7519) + '\143' + chr(0b1000000 + 0o57) + chr(7684 - 7584) + '\x65')(chr(117) + chr(0b1110100) + chr(0b110000 + 0o66) + chr(0b101101) + chr(0b111000)).join(o34DiSJcu6N2) + xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(101) + chr(4558 - 4459) + chr(11258 - 11147) + chr(0b100110 + 0o76) + chr(0b1100101))(chr(117) + chr(3607 - 3491) + chr(102) + '\055' + chr(1702 - 1646)).join(rvbshXyNTNru)
return xafqLlk3kkUe(dwFFn8l_6owl, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbdi\xae\xb0\x01\xe6'), '\144' + chr(101) + chr(99) + '\157' + chr(100) + '\145')(chr(0b1110101) + '\164' + '\146' + chr(45) + chr(56)))(id=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1>\x99\xb5"\xfei\x8d)\x0e\rG'), '\144' + '\x65' + chr(0b1100011) + chr(0b1000000 + 0o57) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(116) + chr(6713 - 6611) + chr(45) + '\070')), width=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6V\xa4\xedY\xe0r\x90i\x0b-!'), '\x64' + '\145' + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + chr(829 - 713) + chr(0b1100110) + '\x2d' + chr(56))), height=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xben\xbe\x885\xde{\xb1b+\x130'), '\144' + chr(0b1100101) + chr(0b1100001 + 0o2) + chr(0b10110 + 0o131) + chr(100) + chr(6900 - 6799))('\x75' + chr(0b101111 + 0o105) + chr(102) + chr(0b101101) + chr(56))), color=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8i\xb0\xb2\x12'), chr(0b11100 + 0o110) + chr(101) + chr(99) + chr(111) + chr(100) + chr(101))('\165' + '\x74' + chr(7107 - 7005) + chr(0b101101) + '\070')), bg=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9a'), chr(0b1101 + 0o127) + chr(0b1010110 + 0o17) + '\x63' + chr(0b1011001 + 0o26) + chr(0b1100010 + 0o2) + '\x65')(chr(117) + chr(6874 - 6758) + chr(102) + '\055' + chr(56))), font=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbdi\xb2\xa9'), chr(100) + chr(0b1001000 + 0o35) + '\x63' + '\x6f' + '\x64' + chr(101))(chr(117) + chr(11270 - 11154) + chr(7244 - 7142) + chr(45) + chr(0b11011 + 0o35))), content=VjgGQlDzfDa9, dir=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81|\x8a\xe9"\xdbx\xa8A.\r6'), chr(0b1010000 + 0o24) + chr(0b1011111 + 0o6) + chr(8189 - 8090) + chr(11800 - 11689) + '\144' + chr(0b1011101 + 0o10))(chr(117) + chr(116) + chr(748 - 646) + '\055' + '\070')), lang=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81N\xea\x9e\x02\xfer\xb4p 4J'), chr(102 - 2) + '\145' + chr(0b101 + 0o136) + chr(111) + '\x64' + '\145')(chr(0b1110101) + chr(0b1100010 + 0o22) + chr(0b1100010 + 0o4) + '\055' + chr(56))))
|
explosion/spaCy
|
spacy/displacy/render.py
|
DependencyRenderer.render_word
|
def render_word(self, text, tag, i):
"""Render individual word.
text (unicode): Word text.
tag (unicode): Part-of-speech tag.
i (int): Unique ID, typically word index.
RETURNS (unicode): Rendered SVG markup.
"""
y = self.offset_y + self.word_spacing
x = self.offset_x + i * self.distance
if self.direction == "rtl":
x = self.width - x
html_text = escape_html(text)
return TPL_DEP_WORDS.format(text=html_text, tag=tag, x=x, y=y)
|
python
|
def render_word(self, text, tag, i):
"""Render individual word.
text (unicode): Word text.
tag (unicode): Part-of-speech tag.
i (int): Unique ID, typically word index.
RETURNS (unicode): Rendered SVG markup.
"""
y = self.offset_y + self.word_spacing
x = self.offset_x + i * self.distance
if self.direction == "rtl":
x = self.width - x
html_text = escape_html(text)
return TPL_DEP_WORDS.format(text=html_text, tag=tag, x=x, y=y)
|
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"self",
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"+",
"i",
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"distance",
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"direction",
"==",
"\"rtl\"",
":",
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"-",
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"=",
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"(",
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"return",
"TPL_DEP_WORDS",
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",",
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"=",
"tag",
",",
"x",
"=",
"x",
",",
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")"
] |
Render individual word.
text (unicode): Word text.
tag (unicode): Part-of-speech tag.
i (int): Unique ID, typically word index.
RETURNS (unicode): Rendered SVG markup.
|
[
"Render",
"individual",
"word",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L102-L115
|
train
|
Render individual word.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\062' + chr(55), 0o10), ehT0Px3KOsy9(chr(1452 - 1404) + chr(111) + chr(0b110001) + chr(0b110100) + chr(1998 - 1945), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\061' + '\064' + chr(0b11101 + 0o23), 33249 - 33241), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(50) + '\061', 7496 - 7488), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(0b110010) + chr(0b110010) + chr(0b1101 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\063' + chr(0b110001) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(53) + chr(49), 42550 - 42542), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(0b10 + 0o60) + chr(0b110100) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(1603 - 1549) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(4414 - 4303) + chr(0b110011) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1246 - 1198) + chr(0b100001 + 0o116) + chr(52), 0o10), ehT0Px3KOsy9(chr(1818 - 1770) + chr(0b1101111) + chr(2455 - 2405) + '\064' + chr(0b11001 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + '\062' + chr(1001 - 952) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b110000) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(55) + chr(1107 - 1052), 41490 - 41482), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b101111 + 0o2) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\063' + chr(0b1110 + 0o46), 42185 - 42177), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(0b1000 + 0o56), 14095 - 14087), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110101) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(503 - 455) + chr(111) + chr(49) + chr(275 - 225) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b101011 + 0o104) + chr(0b100001 + 0o20) + '\x34' + chr(0b1100 + 0o50), 12286 - 12278), ehT0Px3KOsy9('\060' + chr(2165 - 2054) + chr(0b101111 + 0o4) + chr(665 - 614) + chr(403 - 354), 52415 - 52407), ehT0Px3KOsy9('\060' + chr(0b1100000 + 0o17) + '\x31' + chr(0b11011 + 0o32) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2466 - 2355) + chr(0b110001) + '\063' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110011) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(325 - 214) + chr(0b1011 + 0o50) + chr(0b1000 + 0o56) + chr(0b110100), 23554 - 23546), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(49) + '\061' + chr(2360 - 2310), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4772 - 4661) + chr(862 - 812) + '\x30' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(2597 - 2486) + chr(51) + chr(0b110110) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b111 + 0o57) + chr(2059 - 2005), 18632 - 18624), ehT0Px3KOsy9('\060' + chr(111) + chr(1578 - 1528) + '\064' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\061' + chr(0b110101), 35803 - 35795), ehT0Px3KOsy9(chr(938 - 890) + chr(0b11000 + 0o127) + '\x32' + '\x37' + chr(1091 - 1039), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2207 - 2157) + chr(356 - 302) + chr(0b101100 + 0o13), 8), ehT0Px3KOsy9('\060' + chr(1257 - 1146) + chr(0b1000 + 0o52) + chr(0b110000) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(1887 - 1839) + chr(0b1000101 + 0o52) + chr(1401 - 1350) + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1247 - 1199) + chr(3460 - 3349) + chr(0b1111 + 0o42) + '\061' + chr(741 - 691), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(1239 - 1188) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x32' + chr(0b110100), 35579 - 35571)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(53) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9'), chr(100) + chr(101) + chr(7790 - 7691) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(117) + '\164' + chr(0b1100110) + chr(0b101101) + chr(3017 - 2961)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Pp3TQAO6WHyE(oVre8I6UXc3b, Ah1rInvg48Hb, CPdEsc5O1sf7, WVxHKyX45z_L):
SqiSOtYOqOJH = oVre8I6UXc3b.qCj5lj8ozTdj + oVre8I6UXc3b.word_spacing
OeWW0F1dBPRQ = oVre8I6UXc3b.offset_x + WVxHKyX45z_L * oVre8I6UXc3b.distance
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd\x1f6\xa5\xd4\x83!\xc8\xed~|\xe4'), '\144' + chr(101) + chr(0b1000101 + 0o36) + chr(0b1101111) + '\144' + chr(0b1110 + 0o127))(chr(1219 - 1102) + chr(0b1110100) + '\x66' + chr(421 - 376) + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x11\x0c'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(6099 - 5988) + chr(0b1001111 + 0o25) + chr(101))(chr(1013 - 896) + chr(0b1001 + 0o153) + chr(4696 - 4594) + chr(1386 - 1341) + chr(56)):
OeWW0F1dBPRQ = oVre8I6UXc3b.mPx09rBTrGXR - OeWW0F1dBPRQ
efYNSq9N0Zam = pUbVAJ5yz227(Ah1rInvg48Hb)
return xafqLlk3kkUe(gTDXh4og37O2, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\n\x12\xfc\xf7\xbe'), chr(0b100101 + 0o77) + '\145' + chr(0b1100 + 0o127) + chr(111) + chr(0b100011 + 0o101) + '\x65')(chr(117) + chr(0b1110001 + 0o3) + chr(102) + '\x2d' + chr(56)))(text=efYNSq9N0Zam, tag=CPdEsc5O1sf7, x=OeWW0F1dBPRQ, y=SqiSOtYOqOJH)
|
explosion/spaCy
|
spacy/displacy/render.py
|
DependencyRenderer.render_arrow
|
def render_arrow(self, label, start, end, direction, i):
"""Render individual arrow.
label (unicode): Dependency label.
start (int): Index of start word.
end (int): Index of end word.
direction (unicode): Arrow direction, 'left' or 'right'.
i (int): Unique ID, typically arrow index.
RETURNS (unicode): Rendered SVG markup.
"""
level = self.levels.index(end - start) + 1
x_start = self.offset_x + start * self.distance + self.arrow_spacing
if self.direction == "rtl":
x_start = self.width - x_start
y = self.offset_y
x_end = (
self.offset_x
+ (end - start) * self.distance
+ start * self.distance
- self.arrow_spacing * (self.highest_level - level) / 4
)
if self.direction == "rtl":
x_end = self.width - x_end
y_curve = self.offset_y - level * self.distance / 2
if self.compact:
y_curve = self.offset_y - level * self.distance / 6
if y_curve == 0 and len(self.levels) > 5:
y_curve = -self.distance
arrowhead = self.get_arrowhead(direction, x_start, y, x_end)
arc = self.get_arc(x_start, y, y_curve, x_end)
label_side = "right" if self.direction == "rtl" else "left"
return TPL_DEP_ARCS.format(
id=self.id,
i=i,
stroke=self.arrow_stroke,
head=arrowhead,
label=label,
label_side=label_side,
arc=arc,
)
|
python
|
def render_arrow(self, label, start, end, direction, i):
"""Render individual arrow.
label (unicode): Dependency label.
start (int): Index of start word.
end (int): Index of end word.
direction (unicode): Arrow direction, 'left' or 'right'.
i (int): Unique ID, typically arrow index.
RETURNS (unicode): Rendered SVG markup.
"""
level = self.levels.index(end - start) + 1
x_start = self.offset_x + start * self.distance + self.arrow_spacing
if self.direction == "rtl":
x_start = self.width - x_start
y = self.offset_y
x_end = (
self.offset_x
+ (end - start) * self.distance
+ start * self.distance
- self.arrow_spacing * (self.highest_level - level) / 4
)
if self.direction == "rtl":
x_end = self.width - x_end
y_curve = self.offset_y - level * self.distance / 2
if self.compact:
y_curve = self.offset_y - level * self.distance / 6
if y_curve == 0 and len(self.levels) > 5:
y_curve = -self.distance
arrowhead = self.get_arrowhead(direction, x_start, y, x_end)
arc = self.get_arc(x_start, y, y_curve, x_end)
label_side = "right" if self.direction == "rtl" else "left"
return TPL_DEP_ARCS.format(
id=self.id,
i=i,
stroke=self.arrow_stroke,
head=arrowhead,
label=label,
label_side=label_side,
arc=arc,
)
|
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] |
Render individual arrow.
label (unicode): Dependency label.
start (int): Index of start word.
end (int): Index of end word.
direction (unicode): Arrow direction, 'left' or 'right'.
i (int): Unique ID, typically arrow index.
RETURNS (unicode): Rendered SVG markup.
|
[
"Render",
"individual",
"arrow",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L117-L156
|
train
|
Render individual arrow.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(54) + chr(0b110100), 50035 - 50027), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b110011) + '\x30' + chr(2526 - 2472), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\067' + '\x36', 0o10), ehT0Px3KOsy9(chr(427 - 379) + chr(0b1101111) + chr(0b111 + 0o53) + chr(0b110000) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2962 - 2851) + chr(51) + chr(51) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\067' + chr(1890 - 1842), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2402 - 2351) + chr(50) + '\x35', 1826 - 1818), ehT0Px3KOsy9(chr(240 - 192) + chr(6826 - 6715) + chr(0b110011 + 0o3) + chr(0b100110 + 0o13), 48667 - 48659), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\067' + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + '\x37' + '\060', 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(2210 - 2161) + chr(50) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(1791 - 1741) + chr(54), 56402 - 56394), ehT0Px3KOsy9(chr(175 - 127) + '\x6f' + '\x31' + chr(0b110100) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(51) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b11110 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(802 - 691) + chr(51) + chr(0b110010 + 0o4) + chr(0b10000 + 0o43), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + '\063' + chr(0b110101) + '\066', 59753 - 59745), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o12) + '\065' + chr(1978 - 1929), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(0b110001) + chr(2219 - 2169) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(0b100010 + 0o21) + chr(55) + chr(0b110000), 42966 - 42958), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(50) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(10937 - 10826) + chr(50) + chr(0b110110) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x37' + chr(52), 16409 - 16401), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x37' + chr(2280 - 2229), 0o10), ehT0Px3KOsy9(chr(48) + chr(9232 - 9121) + '\067' + chr(2066 - 2013), 55495 - 55487), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x36' + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(49) + chr(0b1010 + 0o54) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o20) + '\066' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(630 - 519) + '\063' + '\060' + chr(0b110110), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100101 + 0o14) + chr(0b100101 + 0o17) + chr(0b100011 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(704 - 654) + '\x34' + '\063', 62785 - 62777), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\061' + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + '\061' + chr(0b110000) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110011) + '\x31', 42949 - 42941), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(6872 - 6761) + chr(0b110011) + chr(253 - 204) + '\064', 54853 - 54845), ehT0Px3KOsy9(chr(1974 - 1926) + chr(111) + chr(280 - 226) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\063' + chr(1525 - 1475), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110000 + 0o2) + '\063' + chr(0b11010 + 0o34), 50289 - 50281), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b110000) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x34' + chr(0b110011), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Z'), '\x64' + chr(3175 - 3074) + chr(0b1100011) + chr(0b1101111) + chr(0b1001111 + 0o25) + chr(101))(chr(117) + chr(7103 - 6987) + chr(6898 - 6796) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def R7Y9i8jceYlD(oVre8I6UXc3b, TRUOLFLuD08x, avRbFsnfJxQj, whWDZq5_lP01, ZzV4BIHlZbxE, WVxHKyX45z_L):
K3VjCQe_lvJZ = oVre8I6UXc3b.levels.XdowRbJKZWL9(whWDZq5_lP01 - avRbFsnfJxQj) + ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31', 0o10)
gKy4kpySl4PQ = oVre8I6UXc3b.offset_x + avRbFsnfJxQj * oVre8I6UXc3b.distance + oVre8I6UXc3b.arrow_spacing
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'.\xbc(\xb0\x9bq\x9d]%Z(\x93'), chr(0b1100100) + '\145' + chr(0b1110 + 0o125) + '\157' + chr(0b1100100) + '\145')('\165' + '\164' + '\x66' + chr(0b101101) + chr(0b110111 + 0o1))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xb2\x12'), chr(6474 - 6374) + chr(0b1100101) + chr(0b1100011 + 0o0) + chr(6548 - 6437) + chr(5583 - 5483) + '\145')(chr(0b1110101) + chr(116) + chr(102) + chr(0b101100 + 0o1) + '\x38'):
gKy4kpySl4PQ = oVre8I6UXc3b.mPx09rBTrGXR - gKy4kpySl4PQ
SqiSOtYOqOJH = oVre8I6UXc3b.qCj5lj8ozTdj
O0D1lslo6fPe = oVre8I6UXc3b.offset_x + (whWDZq5_lP01 - avRbFsnfJxQj) * oVre8I6UXc3b.distance + avRbFsnfJxQj * oVre8I6UXc3b.distance - oVre8I6UXc3b.arrow_spacing * (oVre8I6UXc3b.kBo_l2UdYKy2 - K3VjCQe_lvJZ) / ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100), ord("\x08"))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'.\xbc(\xb0\x9bq\x9d]%Z(\x93'), '\144' + '\x65' + chr(0b1100011) + '\157' + chr(6578 - 6478) + chr(0b10101 + 0o120))('\165' + '\164' + '\146' + '\x2d' + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xb2\x12'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(7971 - 7854) + chr(4501 - 4385) + chr(0b1001000 + 0o36) + chr(273 - 228) + chr(0b111000)):
O0D1lslo6fPe = oVre8I6UXc3b.mPx09rBTrGXR - O0D1lslo6fPe
nGNUyrdtSSjw = oVre8I6UXc3b.qCj5lj8ozTdj - K3VjCQe_lvJZ * oVre8I6UXc3b.distance / ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32', 41560 - 41552)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xa9\x13\xf4\xb8[\xa1'), chr(9442 - 9342) + chr(1960 - 1859) + '\x63' + '\157' + '\144' + '\x65')(chr(117) + '\164' + chr(0b10111 + 0o117) + chr(866 - 821) + '\070')):
nGNUyrdtSSjw = oVre8I6UXc3b.qCj5lj8ozTdj - K3VjCQe_lvJZ * oVre8I6UXc3b.distance / ehT0Px3KOsy9('\x30' + chr(111) + chr(140 - 86), 0b1000)
if nGNUyrdtSSjw == ehT0Px3KOsy9(chr(1158 - 1110) + chr(111) + '\x30', 0o10) and c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\xfeF\xb7\xb3g\x94wOj"\x92'), chr(3447 - 3347) + chr(0b1100101) + chr(0b1000111 + 0o34) + chr(0b101111 + 0o100) + '\144' + chr(0b101 + 0o140))(chr(0b1000011 + 0o62) + '\x74' + chr(7733 - 7631) + chr(0b101101) + chr(1150 - 1094)))) > ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101), 0b1000):
nGNUyrdtSSjw = -oVre8I6UXc3b.distance
O4XCsXSP73x6 = oVre8I6UXc3b.get_arrowhead(ZzV4BIHlZbxE, gKy4kpySl4PQ, SqiSOtYOqOJH, O0D1lslo6fPe)
S7rx4vdr_jhF = oVre8I6UXc3b.get_arc(gKy4kpySl4PQ, SqiSOtYOqOJH, nGNUyrdtSSjw, O0D1lslo6fPe)
jt8TgEQJC_Gj = xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xaf\x19\xec\xad'), chr(100) + chr(2441 - 2340) + '\x63' + chr(0b1101111) + chr(100) + chr(0b10011 + 0o122))(chr(0b0 + 0o165) + chr(116) + '\146' + chr(45) + '\x38') if oVre8I6UXc3b.ZzV4BIHlZbxE == xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xb2\x12'), chr(7565 - 7465) + chr(0b1100101) + chr(8766 - 8667) + '\157' + '\x64' + chr(0b1100101))('\x75' + chr(116) + chr(102) + chr(45) + '\x38') else xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xa3\x18\xf0'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(3130 - 3030) + chr(101))('\x75' + chr(0b1101 + 0o147) + chr(8126 - 8024) + chr(45) + '\070')
return xafqLlk3kkUe(N5dzQPTua3ON, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xa9\x0c\xe9\xb8L'), chr(100) + chr(5444 - 5343) + '\x63' + '\x6f' + '\144' + chr(0b1100101 + 0o0))('\165' + '\x74' + '\146' + chr(0b101101) + '\070'))(id=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\xfe;\xec\x9bT\x8cxMz(\xe2'), chr(0b101001 + 0o73) + chr(0b100010 + 0o103) + '\143' + chr(0b111011 + 0o64) + chr(0b1100100) + chr(0b1001101 + 0o30))('\165' + '\x74' + '\146' + '\055' + chr(0b1010 + 0o56))), i=WVxHKyX45z_L, stroke=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xb4\x0c\xeb\xaeg\xa6E\rW;\xb3'), '\x64' + chr(0b111011 + 0o52) + chr(5409 - 5310) + '\157' + chr(0b1100100) + '\x65')(chr(117) + chr(0b111 + 0o155) + '\x66' + chr(263 - 218) + '\070')), head=O4XCsXSP73x6, label=TRUOLFLuD08x, label_side=jt8TgEQJC_Gj, arc=S7rx4vdr_jhF)
|
explosion/spaCy
|
spacy/displacy/render.py
|
DependencyRenderer.get_arc
|
def get_arc(self, x_start, y, y_curve, x_end):
"""Render individual arc.
x_start (int): X-coordinate of arrow start point.
y (int): Y-coordinate of arrow start and end point.
y_curve (int): Y-corrdinate of Cubic Bézier y_curve point.
x_end (int): X-coordinate of arrow end point.
RETURNS (unicode): Definition of the arc path ('d' attribute).
"""
template = "M{x},{y} C{x},{c} {e},{c} {e},{y}"
if self.compact:
template = "M{x},{y} {x},{c} {e},{c} {e},{y}"
return template.format(x=x_start, y=y, c=y_curve, e=x_end)
|
python
|
def get_arc(self, x_start, y, y_curve, x_end):
"""Render individual arc.
x_start (int): X-coordinate of arrow start point.
y (int): Y-coordinate of arrow start and end point.
y_curve (int): Y-corrdinate of Cubic Bézier y_curve point.
x_end (int): X-coordinate of arrow end point.
RETURNS (unicode): Definition of the arc path ('d' attribute).
"""
template = "M{x},{y} C{x},{c} {e},{c} {e},{y}"
if self.compact:
template = "M{x},{y} {x},{c} {e},{c} {e},{y}"
return template.format(x=x_start, y=y, c=y_curve, e=x_end)
|
[
"def",
"get_arc",
"(",
"self",
",",
"x_start",
",",
"y",
",",
"y_curve",
",",
"x_end",
")",
":",
"template",
"=",
"\"M{x},{y} C{x},{c} {e},{c} {e},{y}\"",
"if",
"self",
".",
"compact",
":",
"template",
"=",
"\"M{x},{y} {x},{c} {e},{c} {e},{y}\"",
"return",
"template",
".",
"format",
"(",
"x",
"=",
"x_start",
",",
"y",
"=",
"y",
",",
"c",
"=",
"y_curve",
",",
"e",
"=",
"x_end",
")"
] |
Render individual arc.
x_start (int): X-coordinate of arrow start point.
y (int): Y-coordinate of arrow start and end point.
y_curve (int): Y-corrdinate of Cubic Bézier y_curve point.
x_end (int): X-coordinate of arrow end point.
RETURNS (unicode): Definition of the arc path ('d' attribute).
|
[
"Render",
"individual",
"arc",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L158-L170
|
train
|
Render individual arc.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1407 - 1359) + chr(0b10 + 0o155) + chr(51) + chr(49) + chr(48), 22867 - 22859), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(52) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\x35' + chr(0b100101 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2574 - 2463) + '\062' + '\x33' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110111) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(5784 - 5673) + '\063' + chr(1168 - 1114) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b101010 + 0o13) + chr(0b110101), 49733 - 49725), ehT0Px3KOsy9('\x30' + chr(7042 - 6931) + '\062' + '\x33' + chr(1960 - 1912), 29030 - 29022), ehT0Px3KOsy9('\x30' + chr(1231 - 1120) + '\061' + chr(0b10110 + 0o37), 24929 - 24921), ehT0Px3KOsy9(chr(1985 - 1937) + chr(111) + chr(0b110011) + chr(0b101111 + 0o10) + chr(0b100101 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + '\063' + '\x32' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + '\061' + chr(0b10110 + 0o41) + chr(0b10000 + 0o41), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101110 + 0o10) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b10000 + 0o41) + chr(53) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7575 - 7464) + chr(49) + chr(54) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(863 - 814) + chr(48) + chr(943 - 893), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10110 + 0o131) + chr(0b10110 + 0o35) + chr(51) + chr(0b110 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(713 - 665) + chr(111) + chr(50) + '\060' + chr(222 - 167), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1029 - 918) + chr(50) + '\x31' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1011 + 0o47) + chr(0b110011) + chr(0b110101), 48445 - 48437), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b11010 + 0o125) + chr(0b100 + 0o57) + '\x36' + chr(49), 24286 - 24278), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(52) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9953 - 9842) + '\063' + chr(0b110110) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(0b0 + 0o63) + '\060' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(55) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(53) + chr(565 - 516), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(48) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8899 - 8788) + chr(0b110100) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110000) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(1670 - 1621) + chr(1902 - 1848), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x33' + chr(53), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + chr(0b10110 + 0o37), 46764 - 46756), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10100 + 0o35) + chr(0b101101 + 0o3) + '\066', 16805 - 16797), ehT0Px3KOsy9(chr(391 - 343) + '\x6f' + '\061' + chr(0b1 + 0o62) + chr(0b110011 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(50) + chr(1797 - 1747) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(1223 - 1169) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b101101 + 0o12) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b110011) + '\062', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34' + '\x31', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b110 + 0o57) + chr(1573 - 1525), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), chr(100) + '\145' + chr(5156 - 5057) + chr(0b1111 + 0o140) + chr(0b1100100) + chr(0b110110 + 0o57))(chr(0b1110101) + chr(0b1001011 + 0o51) + chr(0b1100110) + chr(1882 - 1837) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def fchrVc_7Tzgp(oVre8I6UXc3b, gKy4kpySl4PQ, SqiSOtYOqOJH, nGNUyrdtSSjw, O0D1lslo6fPe):
jJBnSHEgylNZ = xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xda\xd0\xe7S\x89\x14\xe5-\xba\xaf\x01KC\x0f!\xa6\xa7\xf2\xf8\x8cN\x8d\xa2\x80\t<A\xbeb\xe6T;'), chr(0b111100 + 0o50) + chr(1956 - 1855) + chr(2740 - 2641) + chr(6507 - 6396) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b101001 + 0o113) + '\x66' + '\x2d' + chr(0b1111 + 0o51))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\xce\xc5\xea\x1e\x91\x19'), chr(100) + chr(0b1010101 + 0o20) + chr(0b1100011 + 0o0) + '\x6f' + chr(2014 - 1914) + chr(1715 - 1614))(chr(0b1000010 + 0o63) + '\x74' + '\146' + '\055' + '\x38')):
jJBnSHEgylNZ = xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xda\xd0\xe7S\x89\x14\xe5-\x82\xac\x04\x1a\x14\x17?\xfb\xfc\xec\xe0\xdd\x19\x95\xbc\xddR"Y\xef5\xe4P'), chr(100) + chr(0b1000011 + 0o42) + chr(99) + '\157' + '\144' + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(468 - 412))
return xafqLlk3kkUe(jJBnSHEgylNZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xce\xda\xf7\x1e\x86'), chr(100) + '\145' + chr(0b1100011) + chr(6831 - 6720) + chr(6599 - 6499) + chr(0b1100100 + 0o1))(chr(10249 - 10132) + '\x74' + chr(102) + chr(454 - 409) + chr(0b10001 + 0o47)))(x=gKy4kpySl4PQ, y=SqiSOtYOqOJH, c=nGNUyrdtSSjw, e=O0D1lslo6fPe)
|
explosion/spaCy
|
spacy/displacy/render.py
|
DependencyRenderer.get_arrowhead
|
def get_arrowhead(self, direction, x, y, end):
"""Render individual arrow head.
direction (unicode): Arrow direction, 'left' or 'right'.
x (int): X-coordinate of arrow start point.
y (int): Y-coordinate of arrow start and end point.
end (int): X-coordinate of arrow end point.
RETURNS (unicode): Definition of the arrow head path ('d' attribute).
"""
if direction == "left":
pos1, pos2, pos3 = (x, x - self.arrow_width + 2, x + self.arrow_width - 2)
else:
pos1, pos2, pos3 = (
end,
end + self.arrow_width - 2,
end - self.arrow_width + 2,
)
arrowhead = (
pos1,
y + 2,
pos2,
y - self.arrow_width,
pos3,
y - self.arrow_width,
)
return "M{},{} L{},{} {},{}".format(*arrowhead)
|
python
|
def get_arrowhead(self, direction, x, y, end):
"""Render individual arrow head.
direction (unicode): Arrow direction, 'left' or 'right'.
x (int): X-coordinate of arrow start point.
y (int): Y-coordinate of arrow start and end point.
end (int): X-coordinate of arrow end point.
RETURNS (unicode): Definition of the arrow head path ('d' attribute).
"""
if direction == "left":
pos1, pos2, pos3 = (x, x - self.arrow_width + 2, x + self.arrow_width - 2)
else:
pos1, pos2, pos3 = (
end,
end + self.arrow_width - 2,
end - self.arrow_width + 2,
)
arrowhead = (
pos1,
y + 2,
pos2,
y - self.arrow_width,
pos3,
y - self.arrow_width,
)
return "M{},{} L{},{} {},{}".format(*arrowhead)
|
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",",
")",
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"\"M{},{} L{},{} {},{}\"",
".",
"format",
"(",
"*",
"arrowhead",
")"
] |
Render individual arrow head.
direction (unicode): Arrow direction, 'left' or 'right'.
x (int): X-coordinate of arrow start point.
y (int): Y-coordinate of arrow start and end point.
end (int): X-coordinate of arrow end point.
RETURNS (unicode): Definition of the arrow head path ('d' attribute).
|
[
"Render",
"individual",
"arrow",
"head",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L172-L197
|
train
|
Render individual arrow head.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b111100 + 0o63) + chr(0b110001) + '\x32' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110001 + 0o1) + chr(1855 - 1802), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2367 - 2256) + chr(391 - 340) + chr(2083 - 2034), 45734 - 45726), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\062' + '\x32' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1010 + 0o50) + '\x32' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x37' + chr(362 - 314), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(768 - 718) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(0b110001) + '\x37' + chr(2416 - 2361), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2310 - 2256), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110001 + 0o6) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(149 - 94) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6630 - 6519) + chr(1520 - 1471) + chr(0b11100 + 0o25), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(616 - 563) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2699 - 2646) + chr(0b101 + 0o60), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(52) + chr(0b100000 + 0o22), 39385 - 39377), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1866 - 1818) + chr(0b1101111) + chr(0b10000 + 0o43) + '\064' + chr(0b10010 + 0o41), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\065' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11000 + 0o33) + chr(0b110101) + chr(635 - 586), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10615 - 10504) + chr(50) + chr(54) + '\x32', 51373 - 51365), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011 + 0o0) + chr(1013 - 958) + chr(53), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101100 + 0o13) + chr(1581 - 1526), 8), ehT0Px3KOsy9(chr(2238 - 2190) + chr(0b111111 + 0o60) + chr(0b101 + 0o62) + chr(1255 - 1201), 0b1000), ehT0Px3KOsy9(chr(427 - 379) + '\157' + chr(0b110111) + '\x32', 21087 - 21079), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1111 - 1062) + '\066' + chr(0b101110 + 0o5), 29416 - 29408), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + chr(1988 - 1939) + chr(55) + '\060', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1561 - 1511) + chr(55) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(54) + chr(0b100 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(203 - 150) + '\066', 0o10), ehT0Px3KOsy9(chr(340 - 292) + chr(8727 - 8616) + '\x31' + chr(52) + '\066', 13352 - 13344), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(0b10010 + 0o40) + chr(48) + chr(1645 - 1592), 50090 - 50082), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52) + chr(55), 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b10010 + 0o135) + chr(0b11001 + 0o32) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(649 - 538) + '\x32' + chr(0b101101 + 0o3) + '\x35', 8), ehT0Px3KOsy9(chr(737 - 689) + chr(0b1001 + 0o146) + '\063' + '\066' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b110101) + chr(0b110101), 8), ehT0Px3KOsy9(chr(2001 - 1953) + chr(0b1011000 + 0o27) + chr(49) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b10001 + 0o44) + chr(0b10001 + 0o42), 16433 - 16425)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\065' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + '\x64' + '\145')('\x75' + chr(0b11100 + 0o130) + chr(0b1100 + 0o132) + chr(0b11110 + 0o17) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def F9Pc6xMoOUVi(oVre8I6UXc3b, ZzV4BIHlZbxE, OeWW0F1dBPRQ, SqiSOtYOqOJH, whWDZq5_lP01):
if ZzV4BIHlZbxE == xafqLlk3kkUe(SXOLrMavuUCe(b'=\xb0\x7f\xe1'), chr(0b1100100) + chr(101) + chr(0b110101 + 0o56) + '\x6f' + chr(7047 - 6947) + '\145')('\x75' + chr(0b1011000 + 0o34) + '\x66' + chr(45) + chr(2058 - 2002)):
(W1pqMWKU85Fw, b1qB472ODL6C, EIFpfeHsT5DZ) = (OeWW0F1dBPRQ, OeWW0F1dBPRQ - oVre8I6UXc3b.arrow_width + ehT0Px3KOsy9(chr(0b110000) + chr(3001 - 2890) + chr(0b101110 + 0o4), ord("\x08")), OeWW0F1dBPRQ + oVre8I6UXc3b.arrow_width - ehT0Px3KOsy9(chr(1112 - 1064) + chr(0b1101111) + chr(1408 - 1358), 8))
else:
(W1pqMWKU85Fw, b1qB472ODL6C, EIFpfeHsT5DZ) = (whWDZq5_lP01, whWDZq5_lP01 + oVre8I6UXc3b.arrow_width - ehT0Px3KOsy9(chr(48) + chr(3080 - 2969) + chr(2244 - 2194), 8), whWDZq5_lP01 - oVre8I6UXc3b.arrow_width + ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + chr(0b101110 + 0o4), 8))
O4XCsXSP73x6 = (W1pqMWKU85Fw, SqiSOtYOqOJH + ehT0Px3KOsy9(chr(0b110000) + chr(9193 - 9082) + chr(50), 8), b1qB472ODL6C, SqiSOtYOqOJH - oVre8I6UXc3b.arrow_width, EIFpfeHsT5DZ, SqiSOtYOqOJH - oVre8I6UXc3b.arrow_width)
return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\xaed\xb9\xef\x05\xb33}\x80\x13rP\x06V\x1f+\x98Z'), '\x64' + '\x65' + chr(457 - 358) + '\157' + '\x64' + '\x65')(chr(0b10 + 0o163) + chr(0b1110100) + chr(1612 - 1510) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'7\xbak\xf8\xf5\x0c'), chr(0b1000010 + 0o42) + chr(0b1000 + 0o135) + '\x63' + chr(111) + '\144' + '\x65')(chr(117) + chr(116) + chr(0b1100110) + '\055' + chr(56)))(*O4XCsXSP73x6)
|
explosion/spaCy
|
spacy/displacy/render.py
|
DependencyRenderer.get_levels
|
def get_levels(self, arcs):
"""Calculate available arc height "levels".
Used to calculate arrow heights dynamically and without wasting space.
args (list): Individual arcs and their start, end, direction and label.
RETURNS (list): Arc levels sorted from lowest to highest.
"""
levels = set(map(lambda arc: arc["end"] - arc["start"], arcs))
return sorted(list(levels))
|
python
|
def get_levels(self, arcs):
"""Calculate available arc height "levels".
Used to calculate arrow heights dynamically and without wasting space.
args (list): Individual arcs and their start, end, direction and label.
RETURNS (list): Arc levels sorted from lowest to highest.
"""
levels = set(map(lambda arc: arc["end"] - arc["start"], arcs))
return sorted(list(levels))
|
[
"def",
"get_levels",
"(",
"self",
",",
"arcs",
")",
":",
"levels",
"=",
"set",
"(",
"map",
"(",
"lambda",
"arc",
":",
"arc",
"[",
"\"end\"",
"]",
"-",
"arc",
"[",
"\"start\"",
"]",
",",
"arcs",
")",
")",
"return",
"sorted",
"(",
"list",
"(",
"levels",
")",
")"
] |
Calculate available arc height "levels".
Used to calculate arrow heights dynamically and without wasting space.
args (list): Individual arcs and their start, end, direction and label.
RETURNS (list): Arc levels sorted from lowest to highest.
|
[
"Calculate",
"available",
"arc",
"height",
"levels",
".",
"Used",
"to",
"calculate",
"arrow",
"heights",
"dynamically",
"and",
"without",
"wasting",
"space",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L199-L207
|
train
|
Calculate available arc height levels.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1409 - 1361) + chr(0b1101111) + chr(50) + chr(349 - 300) + chr(2293 - 2239), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(549 - 497) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4737 - 4626) + chr(0b101101 + 0o6) + '\064' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\x33' + chr(0b110000) + chr(364 - 316), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10011 + 0o37) + chr(1291 - 1239) + chr(0b101000 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1313 - 1263) + '\x37' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b111 + 0o54) + chr(0b1101 + 0o47) + chr(473 - 419), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x31' + '\x32', 42541 - 42533), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\x36' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1843 - 1795) + chr(0b1101111) + chr(50) + chr(1910 - 1858) + '\x32', 8), ehT0Px3KOsy9('\x30' + chr(9579 - 9468) + '\x31' + chr(1491 - 1440) + chr(0b101 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10110 + 0o131) + chr(0b101 + 0o56) + '\060' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(6172 - 6061) + '\063' + '\x37' + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(6551 - 6440) + chr(0b110011) + chr(0b101111 + 0o4) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100111 + 0o12) + chr(0b100110 + 0o21) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\061' + '\062' + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + chr(51) + '\067' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110001) + chr(0b110101), 32283 - 32275), ehT0Px3KOsy9(chr(1612 - 1564) + '\x6f' + '\x34' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + '\x31' + chr(0b110001) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(854 - 801) + '\x35', 41051 - 41043), ehT0Px3KOsy9(chr(968 - 920) + chr(0b1101111) + chr(50) + '\061' + '\066', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110000) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b0 + 0o61) + '\061' + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(1961 - 1911) + chr(1146 - 1096), 27086 - 27078), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(2237 - 2186) + chr(48) + chr(48), 8), ehT0Px3KOsy9('\x30' + chr(8858 - 8747) + '\064' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\x32' + chr(1894 - 1839) + chr(0b101011 + 0o13), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(48) + chr(0b11101 + 0o26), 58914 - 58906), ehT0Px3KOsy9(chr(48) + chr(5467 - 5356) + chr(1532 - 1482) + chr(1918 - 1867) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(1922 - 1871) + chr(0b110100) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1871 - 1823) + chr(0b1100001 + 0o16) + chr(0b110011) + '\x33' + '\x34', 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1010101 + 0o32) + chr(51) + chr(0b110 + 0o52) + chr(729 - 679), 58717 - 58709), ehT0Px3KOsy9(chr(48) + chr(7749 - 7638) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\065' + chr(0b110000), 24369 - 24361), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(692 - 643) + chr(297 - 249) + '\065', 44384 - 44376), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(2045 - 1990) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(2423 - 2373) + '\x37' + chr(1463 - 1413), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\061' + chr(0b1000 + 0o56), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\x33' + chr(1776 - 1722), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(200 - 152), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0'), chr(2403 - 2303) + '\145' + '\143' + chr(111) + '\x64' + chr(0b1100100 + 0o1))(chr(0b1101110 + 0o7) + chr(116) + '\146' + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xhQx15SUHViX(oVre8I6UXc3b, rvbshXyNTNru):
o883j_AF0RrD = MVEN8G6CxlvR(abA97kOQKaLo(lambda S7rx4vdr_jhF: S7rx4vdr_jhF[xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xcc\x84'), '\144' + '\x65' + chr(0b100010 + 0o101) + chr(0b100110 + 0o111) + chr(100) + '\145')('\165' + chr(116) + chr(0b110111 + 0o57) + chr(0b101101) + '\070')] - S7rx4vdr_jhF[xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\xd6\x81\xb2\xd3'), '\144' + '\145' + chr(9682 - 9583) + '\157' + chr(7478 - 7378) + '\x65')('\x75' + chr(0b1110100) + chr(0b10 + 0o144) + chr(0b101101) + '\x38')], rvbshXyNTNru))
return vUlqIvNSaRMa(YyaZ4tpXu4lf(o883j_AF0RrD))
|
explosion/spaCy
|
spacy/displacy/render.py
|
EntityRenderer.render
|
def render(self, parsed, page=False, minify=False):
"""Render complete markup.
parsed (list): Dependency parses to render.
page (bool): Render parses wrapped as full HTML page.
minify (bool): Minify HTML markup.
RETURNS (unicode): Rendered HTML markup.
"""
rendered = []
for i, p in enumerate(parsed):
if i == 0:
settings = p.get("settings", {})
self.direction = settings.get("direction", DEFAULT_DIR)
self.lang = settings.get("lang", DEFAULT_LANG)
rendered.append(self.render_ents(p["text"], p["ents"], p.get("title")))
if page:
docs = "".join([TPL_FIGURE.format(content=doc) for doc in rendered])
markup = TPL_PAGE.format(content=docs, lang=self.lang, dir=self.direction)
else:
markup = "".join(rendered)
if minify:
return minify_html(markup)
return markup
|
python
|
def render(self, parsed, page=False, minify=False):
"""Render complete markup.
parsed (list): Dependency parses to render.
page (bool): Render parses wrapped as full HTML page.
minify (bool): Minify HTML markup.
RETURNS (unicode): Rendered HTML markup.
"""
rendered = []
for i, p in enumerate(parsed):
if i == 0:
settings = p.get("settings", {})
self.direction = settings.get("direction", DEFAULT_DIR)
self.lang = settings.get("lang", DEFAULT_LANG)
rendered.append(self.render_ents(p["text"], p["ents"], p.get("title")))
if page:
docs = "".join([TPL_FIGURE.format(content=doc) for doc in rendered])
markup = TPL_PAGE.format(content=docs, lang=self.lang, dir=self.direction)
else:
markup = "".join(rendered)
if minify:
return minify_html(markup)
return markup
|
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",",
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")",
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"minify",
":",
"return",
"minify_html",
"(",
"markup",
")",
"return",
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] |
Render complete markup.
parsed (list): Dependency parses to render.
page (bool): Render parses wrapped as full HTML page.
minify (bool): Minify HTML markup.
RETURNS (unicode): Rendered HTML markup.
|
[
"Render",
"complete",
"markup",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L247-L269
|
train
|
Render complete markup.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + chr(63 - 13) + chr(50) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\062' + chr(0b1101 + 0o47), 0o10), ehT0Px3KOsy9('\060' + chr(11969 - 11858) + chr(51) + '\063' + '\x32', 51729 - 51721), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(51) + chr(1006 - 954), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\063' + '\065' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\x33' + chr(0b11000 + 0o31) + '\065', 22591 - 22583), ehT0Px3KOsy9('\x30' + chr(11062 - 10951) + chr(1830 - 1780) + chr(0b100000 + 0o26) + chr(0b100110 + 0o21), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(823 - 771) + chr(1591 - 1543), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(49) + '\062', 6562 - 6554), ehT0Px3KOsy9(chr(48) + '\157' + '\x37' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8501 - 8390) + '\x31' + '\061' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + '\x31' + chr(0b101010 + 0o11) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b110110) + chr(1984 - 1936), 5341 - 5333), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + '\x31' + '\x35' + chr(0b10011 + 0o43), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110100) + chr(1801 - 1748), 0o10), ehT0Px3KOsy9(chr(2082 - 2034) + chr(0b1001 + 0o146) + chr(51) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(598 - 549) + chr(49) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + '\063' + chr(2622 - 2567) + chr(0b1010 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(239 - 128) + chr(50) + chr(1896 - 1848), 0o10), ehT0Px3KOsy9(chr(701 - 653) + '\157' + '\062' + '\063' + chr(382 - 327), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(903 - 849) + '\065', 7589 - 7581), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(1974 - 1863) + chr(0b110010) + chr(0b110110) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b110001) + chr(0b10001 + 0o40) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + chr(74 - 24) + '\065' + chr(0b101001 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011100 + 0o23) + '\x32' + '\063' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1537 - 1489) + chr(7397 - 7286) + '\x33' + chr(0b1101 + 0o47) + chr(0b110000), 14248 - 14240), ehT0Px3KOsy9(chr(2102 - 2054) + chr(111) + chr(787 - 738) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100), 43078 - 43070), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110011) + '\x32', 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\063' + chr(50) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(53) + chr(1601 - 1552), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\067' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1460 - 1412) + chr(1483 - 1372) + '\065' + chr(0b101110 + 0o3), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100011 + 0o16) + '\061' + chr(51), 26738 - 26730), ehT0Px3KOsy9(chr(48) + chr(7322 - 7211) + chr(49) + chr(0b101110 + 0o5) + chr(0b1000 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(1154 - 1106) + chr(6153 - 6042) + chr(1592 - 1542) + chr(171 - 120) + chr(0b1111 + 0o45), 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\062' + chr(0b110100) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8132 - 8021) + chr(0b110011) + '\x36' + chr(55), 10362 - 10354), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10 + 0o61) + chr(2444 - 2391) + chr(0b110001), 40326 - 40318)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(142 - 94) + chr(9573 - 9462) + '\065' + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(111) + chr(236 - 136) + '\x65')(chr(0b11100 + 0o131) + chr(116) + chr(102) + chr(940 - 895) + chr(2404 - 2348)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FiOZyBdc1c0B(oVre8I6UXc3b, QIe124s5EFAg, Voe3WRW7deL_=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(568 - 520), ord("\x08")), inKQ3JAPsV_q=ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(48), 8)):
llvy7Dlwl0tg = []
for (WVxHKyX45z_L, UyakMW2IMFEj) in YlkZvXL8qwsX(QIe124s5EFAg):
if WVxHKyX45z_L == ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\060', 8):
VS1JLY_1up1Q = UyakMW2IMFEj.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe51\xae\xe8\x83\xa3\xd0\xd3'), chr(709 - 609) + '\145' + chr(8882 - 8783) + chr(0b100000 + 0o117) + chr(0b110000 + 0o64) + '\x65')(chr(117) + chr(155 - 39) + chr(102) + '\055' + chr(56)), {})
oVre8I6UXc3b.ZzV4BIHlZbxE = VS1JLY_1up1Q.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2=\xa8\xf9\x89\xb9\xde\xcf$'), chr(0b11001 + 0o113) + chr(0b100011 + 0o102) + chr(0b1100011 + 0o0) + '\x6f' + chr(6509 - 6409) + chr(0b1100101))(chr(117) + chr(11762 - 11646) + chr(7386 - 7284) + chr(45) + chr(0b111000)), URAv7rdnzDZl)
oVre8I6UXc3b.ZH6CblBpklA9 = VS1JLY_1up1Q.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa5\xb4\xfb'), chr(0b1100100) + chr(1752 - 1651) + chr(99) + chr(2720 - 2609) + '\x64' + chr(6783 - 6682))('\165' + '\x74' + chr(0b1000010 + 0o44) + '\055' + chr(0b110111 + 0o1)), Th0xo0_qDstx)
xafqLlk3kkUe(llvy7Dlwl0tg, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7$\xaa\xf9\x84\xa9'), chr(0b0 + 0o144) + chr(101) + chr(99) + chr(823 - 712) + '\x64' + '\x65')(chr(0b101111 + 0o106) + chr(491 - 375) + chr(102) + '\055' + chr(0b101001 + 0o17)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe41\xb4\xf8\x8f\xbf\xe8\xc5$I:'), '\144' + '\145' + chr(99) + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + chr(0b10111 + 0o135) + chr(6602 - 6500) + '\x2d' + chr(56)))(UyakMW2IMFEj[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe21\xa2\xe8'), '\x64' + chr(0b0 + 0o145) + chr(0b1001 + 0o132) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(409 - 293) + chr(0b1100110) + '\055' + chr(56))], UyakMW2IMFEj[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3:\xae\xef'), '\144' + '\145' + '\x63' + '\157' + chr(0b1100100) + chr(0b111000 + 0o55))('\x75' + '\x74' + chr(6446 - 6344) + chr(45) + '\x38')], xafqLlk3kkUe(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf11\xae'), '\144' + chr(8708 - 8607) + chr(0b100101 + 0o76) + chr(0b1101111) + chr(4966 - 4866) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1010011 + 0o23) + chr(0b10100 + 0o31) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2=\xae\xf0\x8f'), chr(100) + chr(0b1100101) + '\x63' + '\x6f' + '\144' + '\x65')(chr(5918 - 5801) + chr(0b1010101 + 0o37) + chr(102) + '\055' + chr(0b111000)))))
if Voe3WRW7deL_:
ASpvqKej94Wj = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b111001 + 0o53) + chr(0b1100101) + '\143' + '\x6f' + chr(8193 - 8093) + chr(101))(chr(0b0 + 0o165) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(56)).join([tRpaFBrH9o_u.format(content=JCpEgna6NeKD) for JCpEgna6NeKD in llvy7Dlwl0tg])
r9SpdEo9HIGB = cPltN86DPYzL.format(content=ASpvqKej94Wj, lang=oVre8I6UXc3b.ZH6CblBpklA9, dir=oVre8I6UXc3b.ZzV4BIHlZbxE)
else:
r9SpdEo9HIGB = xafqLlk3kkUe(SXOLrMavuUCe(b''), '\144' + chr(0b1100101) + chr(99) + '\157' + '\x64' + '\145')('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b100000 + 0o30)).join(llvy7Dlwl0tg)
if inKQ3JAPsV_q:
return OHq8N2ODyiwq(r9SpdEo9HIGB)
return r9SpdEo9HIGB
|
explosion/spaCy
|
spacy/displacy/render.py
|
EntityRenderer.render_ents
|
def render_ents(self, text, spans, title):
"""Render entities in text.
text (unicode): Original text.
spans (list): Individual entity spans and their start, end and label.
title (unicode or None): Document title set in Doc.user_data['title'].
"""
markup = ""
offset = 0
for span in spans:
label = span["label"]
start = span["start"]
end = span["end"]
entity = escape_html(text[start:end])
fragments = text[offset:start].split("\n")
for i, fragment in enumerate(fragments):
markup += escape_html(fragment)
if len(fragments) > 1 and i != len(fragments) - 1:
markup += "</br>"
if self.ents is None or label.upper() in self.ents:
color = self.colors.get(label.upper(), self.default_color)
ent_settings = {"label": label, "text": entity, "bg": color}
if self.direction == "rtl":
markup += TPL_ENT_RTL.format(**ent_settings)
else:
markup += TPL_ENT.format(**ent_settings)
else:
markup += entity
offset = end
markup += escape_html(text[offset:])
markup = TPL_ENTS.format(content=markup, dir=self.direction)
if title:
markup = TPL_TITLE.format(title=title) + markup
return markup
|
python
|
def render_ents(self, text, spans, title):
"""Render entities in text.
text (unicode): Original text.
spans (list): Individual entity spans and their start, end and label.
title (unicode or None): Document title set in Doc.user_data['title'].
"""
markup = ""
offset = 0
for span in spans:
label = span["label"]
start = span["start"]
end = span["end"]
entity = escape_html(text[start:end])
fragments = text[offset:start].split("\n")
for i, fragment in enumerate(fragments):
markup += escape_html(fragment)
if len(fragments) > 1 and i != len(fragments) - 1:
markup += "</br>"
if self.ents is None or label.upper() in self.ents:
color = self.colors.get(label.upper(), self.default_color)
ent_settings = {"label": label, "text": entity, "bg": color}
if self.direction == "rtl":
markup += TPL_ENT_RTL.format(**ent_settings)
else:
markup += TPL_ENT.format(**ent_settings)
else:
markup += entity
offset = end
markup += escape_html(text[offset:])
markup = TPL_ENTS.format(content=markup, dir=self.direction)
if title:
markup = TPL_TITLE.format(title=title) + markup
return markup
|
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"markup",
"=",
"TPL_TITLE",
".",
"format",
"(",
"title",
"=",
"title",
")",
"+",
"markup",
"return",
"markup"
] |
Render entities in text.
text (unicode): Original text.
spans (list): Individual entity spans and their start, end and label.
title (unicode or None): Document title set in Doc.user_data['title'].
|
[
"Render",
"entities",
"in",
"text",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/displacy/render.py#L271-L304
|
train
|
Render entities in text.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + '\x33' + chr(0b100111 + 0o17) + chr(51), 60093 - 60085), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b100100 + 0o21) + '\062', 0o10), ehT0Px3KOsy9(chr(1525 - 1477) + chr(0b101110 + 0o101) + '\061' + '\x33' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b110001) + '\x31' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110101) + '\x32', 8), ehT0Px3KOsy9('\060' + chr(0b111011 + 0o64) + chr(0b110011) + chr(378 - 327) + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10101 + 0o35) + chr(53) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(0b110011) + '\x33' + chr(50), 0o10), ehT0Px3KOsy9(chr(1204 - 1156) + chr(111) + chr(54) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(2280 - 2232) + chr(5627 - 5516) + chr(51) + chr(0b11111 + 0o26) + chr(0b100010 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110001) + chr(0b110000) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b101010 + 0o10) + chr(0b110010) + chr(0b110001), 12266 - 12258), ehT0Px3KOsy9('\060' + chr(2894 - 2783) + chr(1167 - 1116) + chr(0b10111 + 0o40) + '\x34', 34296 - 34288), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110100) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(790 - 736) + chr(0b100110 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + '\x32' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(613 - 565) + '\157' + '\062' + '\x35' + chr(0b110111), 957 - 949), ehT0Px3KOsy9('\060' + chr(0b111010 + 0o65) + chr(49) + '\x37' + chr(0b10101 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b11001 + 0o33) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9405 - 9294) + '\x33' + '\x32' + '\x32', 39786 - 39778), ehT0Px3KOsy9(chr(1849 - 1801) + chr(11241 - 11130) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1010 + 0o54) + '\x36', 0o10), ehT0Px3KOsy9(chr(800 - 752) + '\157' + chr(0b110001) + chr(0b101100 + 0o11) + chr(55), 34521 - 34513), ehT0Px3KOsy9(chr(572 - 524) + chr(0b1001101 + 0o42) + '\x31' + '\062' + chr(1735 - 1687), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\066' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(51) + chr(49) + chr(771 - 717), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101 + 0o152) + chr(0b111 + 0o52) + '\x31' + '\x37', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(2293 - 2242) + chr(0b110010) + chr(49), 32979 - 32971), ehT0Px3KOsy9(chr(48) + chr(9769 - 9658) + '\063' + chr(434 - 385) + chr(653 - 599), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\064' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b1100 + 0o52) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1001101 + 0o42) + chr(51) + chr(984 - 929) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(1748 - 1696), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(606 - 556) + '\x32' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(0b101011 + 0o13) + chr(54), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1435 - 1384) + chr(0b110100) + chr(719 - 667), 25388 - 25380), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\060', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b110101) + chr(0b10101 + 0o33), 24554 - 24546)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd'), chr(0b1100100) + chr(101) + chr(1951 - 1852) + chr(111) + '\x64' + chr(0b1100101))('\x75' + '\164' + '\x66' + chr(1352 - 1307) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def axs1HsPPnU3l(oVre8I6UXc3b, Ah1rInvg48Hb, aPSH2X7oF0wS, IkttdaI0bGlA):
r9SpdEo9HIGB = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(8637 - 8537) + chr(784 - 683) + chr(99) + chr(5132 - 5021) + chr(0b100 + 0o140) + chr(0b1100101))(chr(117) + chr(12034 - 11918) + '\146' + chr(45) + chr(1793 - 1737))
VRaYxwVeIO1g = ehT0Px3KOsy9(chr(2227 - 2179) + chr(0b1010111 + 0o30) + chr(1760 - 1712), 0o10)
for cM7fEShWxtgh in aPSH2X7oF0wS:
TRUOLFLuD08x = cM7fEShWxtgh[xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\xcb<*\xc6'), chr(100) + chr(1516 - 1415) + chr(0b1100011) + chr(111) + chr(100) + chr(7743 - 7642))(chr(835 - 718) + '\x74' + '\x66' + chr(45) + chr(56))]
avRbFsnfJxQj = cM7fEShWxtgh[xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\xde?=\xde'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100010 + 0o3))(chr(13310 - 13193) + chr(0b1110100) + chr(8663 - 8561) + '\055' + chr(0b110010 + 0o6))]
whWDZq5_lP01 = cM7fEShWxtgh[xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xc4:'), chr(764 - 664) + chr(7479 - 7378) + chr(0b1100011) + chr(0b110110 + 0o71) + chr(100) + chr(101))(chr(117) + chr(116) + '\146' + '\055' + chr(1745 - 1689))]
UEy2wnap6_4C = pUbVAJ5yz227(Ah1rInvg48Hb[avRbFsnfJxQj:whWDZq5_lP01])
U03rzwdNvnrk = Ah1rInvg48Hb[VRaYxwVeIO1g:avRbFsnfJxQj].split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9'), chr(0b11011 + 0o111) + chr(0b1100101) + chr(3351 - 3252) + chr(11150 - 11039) + chr(0b1100100) + '\145')(chr(0b1100000 + 0o25) + chr(0b1110100) + chr(8118 - 8016) + chr(1004 - 959) + chr(1330 - 1274)))
for (WVxHKyX45z_L, TOziAxbLmftH) in YlkZvXL8qwsX(U03rzwdNvnrk):
r9SpdEo9HIGB += pUbVAJ5yz227(TOziAxbLmftH)
if c2A0yzQpDQB3(U03rzwdNvnrk) > ehT0Px3KOsy9(chr(0b110000) + chr(6861 - 6750) + chr(49), 0o10) and WVxHKyX45z_L != c2A0yzQpDQB3(U03rzwdNvnrk) - ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 8):
r9SpdEo9HIGB += xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\x85<=\x94'), chr(9629 - 9529) + '\145' + chr(7068 - 6969) + '\157' + chr(0b100110 + 0o76) + '\x65')('\165' + '\x74' + '\x66' + chr(0b1010 + 0o43) + chr(0b111000))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xc4*<'), chr(0b1011000 + 0o14) + '\145' + chr(8068 - 7969) + '\x6f' + chr(7330 - 7230) + '\145')(chr(9513 - 9396) + chr(0b1000 + 0o154) + '\x66' + chr(1462 - 1417) + chr(0b100100 + 0o24))) is None or xafqLlk3kkUe(TRUOLFLuD08x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\xda.*\xd8'), '\144' + chr(4342 - 4241) + chr(8337 - 8238) + chr(111) + '\144' + chr(101))('\165' + '\x74' + '\x66' + '\055' + '\070'))() in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xc4*<'), chr(100) + chr(6112 - 6011) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b100101 + 0o100))('\165' + chr(8162 - 8046) + '\146' + chr(0b101101) + chr(0b111 + 0o61))):
pxiSFVqpMRzu = oVre8I6UXc3b.colors.get(TRUOLFLuD08x.upper(), oVre8I6UXc3b.default_color)
PBieVfOBMIFu = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\xcb<*\xc6'), chr(7777 - 7677) + chr(0b1100101) + '\x63' + chr(0b101010 + 0o105) + chr(100) + '\145')('\165' + '\x74' + '\x66' + '\x2d' + chr(0b10110 + 0o42)): TRUOLFLuD08x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xcf&;'), chr(0b100101 + 0o77) + chr(101) + chr(99) + chr(6852 - 6741) + chr(0b1100100) + '\145')('\x75' + chr(3636 - 3520) + '\x66' + chr(1161 - 1116) + '\x38'): UEy2wnap6_4C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xcd'), chr(100) + chr(101) + '\x63' + chr(5726 - 5615) + '\x64' + chr(6529 - 6428))(chr(3324 - 3207) + '\164' + '\146' + chr(45) + '\070'): pxiSFVqpMRzu}
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xd0\x08{\xe8\x97\xe5\xb6m\x89=\xd4'), chr(100) + chr(0b1001011 + 0o32) + chr(0b1100011) + chr(0b111100 + 0o63) + chr(0b1100100) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(45) + chr(0b110001 + 0o7))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xde2'), chr(100) + chr(0b1100101) + chr(8964 - 8865) + chr(5912 - 5801) + chr(0b1100100) + chr(6457 - 6356))(chr(10510 - 10393) + '\164' + chr(0b1100110) + chr(428 - 383) + '\070'):
r9SpdEo9HIGB += o_673Lqopyfr.format(**PBieVfOBMIFu)
else:
r9SpdEo9HIGB += ysCDvklRCu05.format(**PBieVfOBMIFu)
else:
r9SpdEo9HIGB += UEy2wnap6_4C
VRaYxwVeIO1g = whWDZq5_lP01
r9SpdEo9HIGB += pUbVAJ5yz227(Ah1rInvg48Hb[VRaYxwVeIO1g:])
r9SpdEo9HIGB = p5eTKDkxA1JR.format(content=r9SpdEo9HIGB, dir=oVre8I6UXc3b.ZzV4BIHlZbxE)
if IkttdaI0bGlA:
r9SpdEo9HIGB = LRagaG2XORf1.format(title=IkttdaI0bGlA) + r9SpdEo9HIGB
return r9SpdEo9HIGB
|
explosion/spaCy
|
spacy/pipeline/functions.py
|
merge_noun_chunks
|
def merge_noun_chunks(doc):
"""Merge noun chunks into a single token.
doc (Doc): The Doc object.
RETURNS (Doc): The Doc object with merged noun chunks.
DOCS: https://spacy.io/api/pipeline-functions#merge_noun_chunks
"""
if not doc.is_parsed:
return doc
with doc.retokenize() as retokenizer:
for np in doc.noun_chunks:
attrs = {"tag": np.root.tag, "dep": np.root.dep}
retokenizer.merge(np, attrs=attrs)
return doc
|
python
|
def merge_noun_chunks(doc):
"""Merge noun chunks into a single token.
doc (Doc): The Doc object.
RETURNS (Doc): The Doc object with merged noun chunks.
DOCS: https://spacy.io/api/pipeline-functions#merge_noun_chunks
"""
if not doc.is_parsed:
return doc
with doc.retokenize() as retokenizer:
for np in doc.noun_chunks:
attrs = {"tag": np.root.tag, "dep": np.root.dep}
retokenizer.merge(np, attrs=attrs)
return doc
|
[
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"return",
"doc",
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"doc",
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"retokenize",
"(",
")",
"as",
"retokenizer",
":",
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":",
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":",
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"tag",
",",
"\"dep\"",
":",
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".",
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"}",
"retokenizer",
".",
"merge",
"(",
"np",
",",
"attrs",
"=",
"attrs",
")",
"return",
"doc"
] |
Merge noun chunks into a single token.
doc (Doc): The Doc object.
RETURNS (Doc): The Doc object with merged noun chunks.
DOCS: https://spacy.io/api/pipeline-functions#merge_noun_chunks
|
[
"Merge",
"noun",
"chunks",
"into",
"a",
"single",
"token",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/functions.py#L7-L21
|
train
|
Merge noun chunks into a single token.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(890 - 842) + '\157' + chr(0b11001 + 0o32) + chr(0b11010 + 0o27) + chr(2262 - 2210), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11769 - 11658) + '\062' + chr(52) + chr(0b0 + 0o64), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(52) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110110) + chr(0b100000 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x31' + chr(152 - 101) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(0b110001) + '\063' + chr(0b100 + 0o55), 0o10), ehT0Px3KOsy9(chr(1451 - 1403) + '\157' + chr(1154 - 1102) + '\067', 52909 - 52901), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(52) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1528 - 1478) + '\x32' + chr(103 - 48), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(350 - 299) + chr(0b110101 + 0o1) + chr(1684 - 1633), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110 + 0o55) + chr(1769 - 1718) + chr(0b110010 + 0o1), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110110) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x37' + chr(620 - 569), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101 + 0o62) + chr(0b11 + 0o56), 0o10), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + chr(0b110010) + '\061' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + '\062' + chr(0b110110) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(0b110010) + '\x34' + chr(333 - 281), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b11111 + 0o27) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110010 + 0o0) + chr(885 - 833), 0b1000), ehT0Px3KOsy9('\x30' + chr(8238 - 8127) + chr(1739 - 1688) + chr(55) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b110110) + chr(51), 0o10), ehT0Px3KOsy9(chr(327 - 279) + '\x6f' + '\061' + chr(0b101111 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110111) + '\061', 46230 - 46222), ehT0Px3KOsy9('\x30' + chr(927 - 816) + chr(0b110 + 0o55) + '\066' + chr(1920 - 1868), 0o10), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(0b110101) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1227 - 1179) + chr(111) + chr(49) + '\066' + '\x33', 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(51) + chr(48) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1329 - 1276) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110111) + '\x35', 23079 - 23071), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100000 + 0o23) + chr(0b100100 + 0o16) + '\x33', 0b1000), ehT0Px3KOsy9(chr(886 - 838) + '\x6f' + chr(0b110010) + chr(49) + chr(142 - 88), 8), ehT0Px3KOsy9('\x30' + chr(2570 - 2459) + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\x33' + chr(1889 - 1841), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(1989 - 1938) + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(55) + chr(2117 - 2069), 3037 - 3029), ehT0Px3KOsy9('\x30' + '\157' + chr(160 - 109), 0o10), ehT0Px3KOsy9(chr(510 - 462) + chr(7532 - 7421) + '\062' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(0b101111 + 0o3) + '\x37' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9285 - 9174) + chr(2245 - 2194) + chr(48) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\067' + chr(48), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(981 - 933) + chr(0b101110 + 0o101) + '\065' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2'), chr(0b1100100) + chr(0b1011100 + 0o11) + chr(99) + chr(8658 - 8547) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\146' + chr(0b101000 + 0o5) + chr(200 - 144)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pOjOMISuDWtc(JCpEgna6NeKD):
if not xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\xd7~\xc0>+T\x80\xf3'), '\x64' + chr(0b101111 + 0o66) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(5803 - 5702))(chr(0b1110101) + '\164' + '\x66' + '\055' + '\070')):
return JCpEgna6NeKD
with xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\xc1U\xdf4<I\x8c\xed\x96'), chr(223 - 123) + chr(0b1100101) + '\x63' + chr(111) + '\x64' + '\145')(chr(2648 - 2531) + chr(0b1110100) + chr(0b11010 + 0o114) + chr(45) + chr(0b100100 + 0o24)))() as xYveOtcjZgqD:
for WqUC3KWvYVup in xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xcbT\xde\x00:O\x90\xf9\x98\xa8'), '\144' + '\145' + chr(459 - 360) + chr(4874 - 4763) + chr(0b1100100) + chr(0b1100101))('\165' + chr(13160 - 13044) + chr(0b1100110) + '\x2d' + chr(1776 - 1720))):
oIhwMA96NShQ = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xc5F'), chr(0b111010 + 0o52) + chr(0b1100101) + chr(0b111011 + 0o50) + '\157' + '\x64' + '\x65')('\x75' + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38'): WqUC3KWvYVup.root.tag, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xc1Q'), chr(0b1001011 + 0o31) + chr(0b1010011 + 0o22) + chr(99) + chr(111) + chr(2049 - 1949) + chr(101))('\x75' + chr(12693 - 12577) + chr(0b10101 + 0o121) + chr(0b10000 + 0o35) + chr(0b111000)): WqUC3KWvYVup.root.dep}
xafqLlk3kkUe(xYveOtcjZgqD, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xf4\x14\xdco=w\x8d\xd5\x98\xaeE'), chr(100) + chr(0b1100101) + '\143' + '\157' + '\x64' + chr(0b1100101))('\x75' + '\x74' + chr(0b1000100 + 0o42) + chr(1323 - 1278) + '\x38'))(WqUC3KWvYVup, attrs=oIhwMA96NShQ)
return JCpEgna6NeKD
|
explosion/spaCy
|
spacy/pipeline/functions.py
|
merge_entities
|
def merge_entities(doc):
"""Merge entities into a single token.
doc (Doc): The Doc object.
RETURNS (Doc): The Doc object with merged entities.
DOCS: https://spacy.io/api/pipeline-functions#merge_entities
"""
with doc.retokenize() as retokenizer:
for ent in doc.ents:
attrs = {"tag": ent.root.tag, "dep": ent.root.dep, "ent_type": ent.label}
retokenizer.merge(ent, attrs=attrs)
return doc
|
python
|
def merge_entities(doc):
"""Merge entities into a single token.
doc (Doc): The Doc object.
RETURNS (Doc): The Doc object with merged entities.
DOCS: https://spacy.io/api/pipeline-functions#merge_entities
"""
with doc.retokenize() as retokenizer:
for ent in doc.ents:
attrs = {"tag": ent.root.tag, "dep": ent.root.dep, "ent_type": ent.label}
retokenizer.merge(ent, attrs=attrs)
return doc
|
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"\"tag\"",
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",",
"\"dep\"",
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",",
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"}",
"retokenizer",
".",
"merge",
"(",
"ent",
",",
"attrs",
"=",
"attrs",
")",
"return",
"doc"
] |
Merge entities into a single token.
doc (Doc): The Doc object.
RETURNS (Doc): The Doc object with merged entities.
DOCS: https://spacy.io/api/pipeline-functions#merge_entities
|
[
"Merge",
"entities",
"into",
"a",
"single",
"token",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/functions.py#L24-L36
|
train
|
Merge entities into a single token.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(2060 - 2010) + '\067' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b11010 + 0o125) + chr(2087 - 2038) + chr(0b110010) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(53) + chr(0b100101 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3239 - 3128) + '\x33' + chr(604 - 555), ord("\x08")), ehT0Px3KOsy9(chr(356 - 308) + chr(0b10110 + 0o131) + '\x32' + '\064' + '\x32', 19369 - 19361), ehT0Px3KOsy9('\060' + chr(111) + chr(944 - 895) + chr(2059 - 2009) + chr(2124 - 2070), 8), ehT0Px3KOsy9(chr(48) + chr(2366 - 2255) + chr(0b10000 + 0o41) + '\067' + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\x32' + chr(50) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(1854 - 1804) + chr(0b110110), 63919 - 63911), ehT0Px3KOsy9(chr(796 - 748) + chr(111) + chr(49) + '\062' + chr(2486 - 2432), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b11000 + 0o32) + '\x37', 0o10), ehT0Px3KOsy9(chr(623 - 575) + '\x6f' + chr(0b110011) + chr(1802 - 1753) + '\062', 64445 - 64437), ehT0Px3KOsy9(chr(48) + chr(7553 - 7442) + chr(0b110010 + 0o1) + chr(50) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(50) + '\060', 8), ehT0Px3KOsy9(chr(1097 - 1049) + chr(0b1101111) + chr(0b110100) + chr(0b11 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10110 + 0o131) + chr(0b110010) + '\x30' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(695 - 584) + '\061' + '\063' + chr(0b10101 + 0o40), 0o10), ehT0Px3KOsy9(chr(1135 - 1087) + chr(1591 - 1480) + chr(50) + chr(0b110011) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062', 14659 - 14651), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101100 + 0o12) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x35' + chr(53), 31755 - 31747), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110010), 48303 - 48295), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x34' + chr(486 - 435), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10111 + 0o32) + '\066' + chr(1808 - 1760), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x30' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(755 - 707) + '\x6f' + chr(49) + chr(0b110111) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(2783 - 2672) + chr(0b101100 + 0o5) + '\067' + '\061', 0b1000), ehT0Px3KOsy9(chr(932 - 884) + '\157' + chr(51) + chr(0b100001 + 0o20) + chr(2721 - 2668), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b10111 + 0o34), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110000) + chr(8683 - 8572) + chr(0b110001) + '\x30', 0b1000), ehT0Px3KOsy9(chr(776 - 728) + chr(111) + chr(0b110111) + chr(268 - 213), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11111 + 0o120) + '\061' + chr(0b110111) + chr(48), 64518 - 64510), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b0 + 0o67), 49555 - 49547), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b110011) + chr(50) + chr(48), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(1287 - 1238) + '\x37' + chr(0b110001), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2058 - 2008) + chr(0b0 + 0o64) + '\x37', 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(0b110011) + chr(0b10011 + 0o42), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'U'), chr(0b1011101 + 0o7) + chr(0b10111 + 0o116) + chr(99) + chr(0b1000010 + 0o55) + chr(0b100000 + 0o104) + chr(101))('\165' + chr(0b1110100) + '\146' + chr(45) + chr(0b110000 + 0o10)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tGHaQM4iKjR1(JCpEgna6NeKD):
with xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xdf"\x07r\xc78\x14\xee\xb3'), chr(9992 - 9892) + chr(0b1100101) + '\143' + chr(0b11101 + 0o122) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + chr(290 - 234)))() as xYveOtcjZgqD:
for trP5vELSlQ4f in xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xd4"\x1b'), chr(0b110010 + 0o62) + chr(0b1100101) + chr(0b1001110 + 0o25) + chr(0b1100010 + 0o15) + '\144' + chr(0b10011 + 0o122))(chr(780 - 663) + '\164' + chr(7301 - 7199) + chr(0b101101) + chr(420 - 364))):
oIhwMA96NShQ = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xdb1'), chr(0b1100100) + '\145' + chr(5569 - 5470) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + chr(0b1000011 + 0o61) + chr(102) + chr(0b101101) + chr(0b111000)): trP5vELSlQ4f.root.tag, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xdf&'), chr(100) + '\x65' + chr(0b111 + 0o134) + chr(8750 - 8639) + '\144' + chr(0b1010100 + 0o21))('\x75' + chr(0b1110100) + chr(8877 - 8775) + '\055' + chr(1234 - 1178)): trP5vELSlQ4f.root.dep, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xd4"7m\xdb&\x18'), chr(0b1100100) + '\145' + chr(99) + chr(111) + '\144' + chr(0b11010 + 0o113))(chr(6441 - 6324) + chr(0b1110100) + chr(0b1100110) + chr(0b100111 + 0o6) + chr(0b10110 + 0o42)): trP5vELSlQ4f.label}
xafqLlk3kkUe(xYveOtcjZgqD, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xeac\x04)\xc6\x06\x15\xd6\xbd#\xe4'), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(4183 - 4083) + chr(101))(chr(0b101100 + 0o111) + chr(0b10001 + 0o143) + '\146' + '\055' + chr(56)))(trP5vELSlQ4f, attrs=oIhwMA96NShQ)
return JCpEgna6NeKD
|
explosion/spaCy
|
spacy/pipeline/functions.py
|
merge_subtokens
|
def merge_subtokens(doc, label="subtok"):
"""Merge subtokens into a single token.
doc (Doc): The Doc object.
label (unicode): The subtoken dependency label.
RETURNS (Doc): The Doc object with merged subtokens.
DOCS: https://spacy.io/api/pipeline-functions#merge_subtokens
"""
merger = Matcher(doc.vocab)
merger.add("SUBTOK", None, [{"DEP": label, "op": "+"}])
matches = merger(doc)
spans = [doc[start : end + 1] for _, start, end in matches]
with doc.retokenize() as retokenizer:
for span in spans:
retokenizer.merge(span)
return doc
|
python
|
def merge_subtokens(doc, label="subtok"):
"""Merge subtokens into a single token.
doc (Doc): The Doc object.
label (unicode): The subtoken dependency label.
RETURNS (Doc): The Doc object with merged subtokens.
DOCS: https://spacy.io/api/pipeline-functions#merge_subtokens
"""
merger = Matcher(doc.vocab)
merger.add("SUBTOK", None, [{"DEP": label, "op": "+"}])
matches = merger(doc)
spans = [doc[start : end + 1] for _, start, end in matches]
with doc.retokenize() as retokenizer:
for span in spans:
retokenizer.merge(span)
return doc
|
[
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"merger",
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"\"SUBTOK\"",
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"\"op\"",
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"span",
"in",
"spans",
":",
"retokenizer",
".",
"merge",
"(",
"span",
")",
"return",
"doc"
] |
Merge subtokens into a single token.
doc (Doc): The Doc object.
label (unicode): The subtoken dependency label.
RETURNS (Doc): The Doc object with merged subtokens.
DOCS: https://spacy.io/api/pipeline-functions#merge_subtokens
|
[
"Merge",
"subtokens",
"into",
"a",
"single",
"token",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/pipeline/functions.py#L39-L55
|
train
|
Merge subtokens into a single token.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101110 + 0o5) + chr(0b110101), 50987 - 50979), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(49) + chr(0b100000 + 0o26) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(52) + chr(54), 65297 - 65289), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(1039 - 990) + chr(50) + chr(252 - 200), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + chr(0b11100 + 0o26) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11010 + 0o30) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5235 - 5124) + chr(1684 - 1635) + '\066' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b11011 + 0o32) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b110110) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(51) + '\066', 18043 - 18035), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(0b110001) + '\065' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(1215 - 1166) + chr(0b10011 + 0o35) + chr(2561 - 2509), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b11 + 0o60) + '\065' + chr(0b110111), 55434 - 55426), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x30' + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(54) + chr(1307 - 1252), 22937 - 22929), ehT0Px3KOsy9(chr(1760 - 1712) + '\x6f' + '\061' + chr(2503 - 2449) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7407 - 7296) + chr(51) + chr(0b11001 + 0o32) + chr(1134 - 1082), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(49) + chr(2256 - 2207), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + chr(1585 - 1536) + '\x37' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110011 + 0o74) + chr(0b110011) + chr(0b1101 + 0o46) + chr(0b110111), 27864 - 27856), ehT0Px3KOsy9(chr(0b110000) + chr(3734 - 3623) + chr(51) + '\x36' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b10001 + 0o45) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(0b101100 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1721 - 1670) + chr(598 - 544) + chr(0b110001), 35278 - 35270), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(50) + chr(977 - 929), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(452 - 401) + chr(439 - 387) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(50) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(9516 - 9405) + chr(0b110001) + chr(0b110110) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(5549 - 5438) + '\x32' + chr(1783 - 1735) + chr(2693 - 2639), 60029 - 60021), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101001 + 0o11) + chr(1090 - 1041) + chr(1318 - 1264), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(1529 - 1479) + chr(1967 - 1916), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101111 + 0o2) + '\061' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(2401 - 2351) + chr(327 - 279) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(1267 - 1218) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(966 - 918) + chr(0b1101111) + chr(1848 - 1797) + chr(0b100010 + 0o21) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(8225 - 8114) + chr(51) + chr(2191 - 2140) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(1452 - 1401), 39154 - 39146), ehT0Px3KOsy9('\060' + chr(111) + chr(2100 - 2050) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11011 + 0o26) + chr(1571 - 1520) + chr(50), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(590 - 542) + '\157' + chr(0b101000 + 0o15) + chr(0b11000 + 0o30), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'3'), chr(0b1100100) + chr(101) + '\143' + chr(111) + '\144' + '\x65')(chr(0b1110101) + chr(2384 - 2268) + chr(0b1100110) + chr(0b101001 + 0o4) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hREXoJkoRDNb(JCpEgna6NeKD, TRUOLFLuD08x=xafqLlk3kkUe(SXOLrMavuUCe(b'n\x05\xc4 y\x7f'), chr(0b1100100) + '\145' + chr(99) + chr(0b101110 + 0o101) + chr(944 - 844) + chr(0b1100101))(chr(0b1110101) + chr(1560 - 1444) + chr(0b1100110) + chr(0b10010 + 0o33) + chr(2030 - 1974))):
f1mcy1Wg60Ot = xKRYfBneAJNf(JCpEgna6NeKD.mSU6gEqYPk2T)
xafqLlk3kkUe(f1mcy1Wg60Ot, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x14\xc2'), chr(0b100110 + 0o76) + '\x65' + chr(99) + chr(0b1101010 + 0o5) + chr(100) + chr(0b1010001 + 0o24))(chr(381 - 264) + chr(0b1101110 + 0o6) + chr(0b1100110) + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'N%\xe4\x00Y_'), chr(7509 - 7409) + chr(0b1100101) + '\x63' + chr(111) + '\144' + '\145')('\165' + chr(116) + chr(869 - 767) + chr(0b101100 + 0o1) + chr(2279 - 2223)), None, [{xafqLlk3kkUe(SXOLrMavuUCe(b'Y5\xf6'), chr(100) + chr(0b1100101) + chr(7758 - 7659) + chr(111) + chr(3283 - 3183) + chr(293 - 192))('\x75' + chr(116) + chr(0b100010 + 0o104) + chr(0b101101) + '\070'): TRUOLFLuD08x, xafqLlk3kkUe(SXOLrMavuUCe(b'r\x00'), '\144' + chr(0b1100101) + chr(99) + chr(0b11011 + 0o124) + '\144' + chr(101))(chr(13103 - 12986) + chr(3013 - 2897) + chr(0b100010 + 0o104) + chr(0b101101) + chr(0b111 + 0o61)): xafqLlk3kkUe(SXOLrMavuUCe(b'6'), '\144' + '\145' + '\143' + chr(111) + '\144' + chr(7626 - 7525))('\165' + chr(2053 - 1937) + chr(0b1100110) + chr(0b110 + 0o47) + chr(56))}])
eYhLPKT2rJ7g = f1mcy1Wg60Ot(JCpEgna6NeKD)
aPSH2X7oF0wS = [JCpEgna6NeKD[avRbFsnfJxQj:whWDZq5_lP01 + ehT0Px3KOsy9('\060' + chr(9234 - 9123) + chr(49), 0o10)] for (VNGQdHSFPrso, avRbFsnfJxQj, whWDZq5_lP01) in eYhLPKT2rJ7g]
with xafqLlk3kkUe(JCpEgna6NeKD, xafqLlk3kkUe(SXOLrMavuUCe(b'o\x15\xd2;}q\x1b\x82Z\x10'), '\144' + '\x65' + chr(4621 - 4522) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + chr(0b100110 + 0o7) + '\070'))() as xYveOtcjZgqD:
for cM7fEShWxtgh in aPSH2X7oF0wS:
xafqLlk3kkUe(xYveOtcjZgqD, xafqLlk3kkUe(SXOLrMavuUCe(b'p \x938&p%\x83b\x1e\xab\x1c'), chr(0b1100100) + chr(4202 - 4101) + chr(5090 - 4991) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1100000 + 0o25) + chr(0b101011 + 0o111) + chr(0b1100110) + '\x2d' + chr(0b111000)))(cM7fEShWxtgh)
return JCpEgna6NeKD
|
explosion/spaCy
|
spacy/cli/train.py
|
train
|
def train(
lang,
output_path,
train_path,
dev_path,
raw_text=None,
base_model=None,
pipeline="tagger,parser,ner",
vectors=None,
n_iter=30,
n_early_stopping=None,
n_examples=0,
use_gpu=-1,
version="0.0.0",
meta_path=None,
init_tok2vec=None,
parser_multitasks="",
entity_multitasks="",
noise_level=0.0,
eval_beam_widths="",
gold_preproc=False,
learn_tokens=False,
verbose=False,
debug=False,
):
"""
Train or update a spaCy model. Requires data to be formatted in spaCy's
JSON format. To convert data from other formats, use the `spacy convert`
command.
"""
msg = Printer()
util.fix_random_seed()
util.set_env_log(verbose)
# Make sure all files and paths exists if they are needed
train_path = util.ensure_path(train_path)
dev_path = util.ensure_path(dev_path)
meta_path = util.ensure_path(meta_path)
output_path = util.ensure_path(output_path)
if raw_text is not None:
raw_text = list(srsly.read_jsonl(raw_text))
if not train_path or not train_path.exists():
msg.fail("Training data not found", train_path, exits=1)
if not dev_path or not dev_path.exists():
msg.fail("Development data not found", dev_path, exits=1)
if meta_path is not None and not meta_path.exists():
msg.fail("Can't find model meta.json", meta_path, exits=1)
meta = srsly.read_json(meta_path) if meta_path else {}
if output_path.exists() and [p for p in output_path.iterdir() if p.is_dir()]:
msg.warn(
"Output directory is not empty",
"This can lead to unintended side effects when saving the model. "
"Please use an empty directory or a different path instead. If "
"the specified output path doesn't exist, the directory will be "
"created for you.",
)
if not output_path.exists():
output_path.mkdir()
# Take dropout and batch size as generators of values -- dropout
# starts high and decays sharply, to force the optimizer to explore.
# Batch size starts at 1 and grows, so that we make updates quickly
# at the beginning of training.
dropout_rates = util.decaying(
util.env_opt("dropout_from", 0.2),
util.env_opt("dropout_to", 0.2),
util.env_opt("dropout_decay", 0.0),
)
batch_sizes = util.compounding(
util.env_opt("batch_from", 100.0),
util.env_opt("batch_to", 1000.0),
util.env_opt("batch_compound", 1.001),
)
if not eval_beam_widths:
eval_beam_widths = [1]
else:
eval_beam_widths = [int(bw) for bw in eval_beam_widths.split(",")]
if 1 not in eval_beam_widths:
eval_beam_widths.append(1)
eval_beam_widths.sort()
has_beam_widths = eval_beam_widths != [1]
# Set up the base model and pipeline. If a base model is specified, load
# the model and make sure the pipeline matches the pipeline setting. If
# training starts from a blank model, intitalize the language class.
pipeline = [p.strip() for p in pipeline.split(",")]
msg.text("Training pipeline: {}".format(pipeline))
if base_model:
msg.text("Starting with base model '{}'".format(base_model))
nlp = util.load_model(base_model)
if nlp.lang != lang:
msg.fail(
"Model language ('{}') doesn't match language specified as "
"`lang` argument ('{}') ".format(nlp.lang, lang),
exits=1,
)
other_pipes = [pipe for pipe in nlp.pipe_names if pipe not in pipeline]
nlp.disable_pipes(*other_pipes)
for pipe in pipeline:
if pipe not in nlp.pipe_names:
nlp.add_pipe(nlp.create_pipe(pipe))
else:
msg.text("Starting with blank model '{}'".format(lang))
lang_cls = util.get_lang_class(lang)
nlp = lang_cls()
for pipe in pipeline:
nlp.add_pipe(nlp.create_pipe(pipe))
if learn_tokens:
nlp.add_pipe(nlp.create_pipe("merge_subtokens"))
if vectors:
msg.text("Loading vector from model '{}'".format(vectors))
_load_vectors(nlp, vectors)
# Multitask objectives
multitask_options = [("parser", parser_multitasks), ("ner", entity_multitasks)]
for pipe_name, multitasks in multitask_options:
if multitasks:
if pipe_name not in pipeline:
msg.fail(
"Can't use multitask objective without '{}' in the "
"pipeline".format(pipe_name)
)
pipe = nlp.get_pipe(pipe_name)
for objective in multitasks.split(","):
pipe.add_multitask_objective(objective)
# Prepare training corpus
msg.text("Counting training words (limit={})".format(n_examples))
corpus = GoldCorpus(train_path, dev_path, limit=n_examples)
n_train_words = corpus.count_train()
if base_model:
# Start with an existing model, use default optimizer
optimizer = create_default_optimizer(Model.ops)
else:
# Start with a blank model, call begin_training
optimizer = nlp.begin_training(lambda: corpus.train_tuples, device=use_gpu)
nlp._optimizer = None
# Load in pre-trained weights
if init_tok2vec is not None:
components = _load_pretrained_tok2vec(nlp, init_tok2vec)
msg.text("Loaded pretrained tok2vec for: {}".format(components))
# fmt: off
row_head = ["Itn", "Dep Loss", "NER Loss", "UAS", "NER P", "NER R", "NER F", "Tag %", "Token %", "CPU WPS", "GPU WPS"]
row_widths = [3, 10, 10, 7, 7, 7, 7, 7, 7, 7, 7]
if has_beam_widths:
row_head.insert(1, "Beam W.")
row_widths.insert(1, 7)
row_settings = {"widths": row_widths, "aligns": tuple(["r" for i in row_head]), "spacing": 2}
# fmt: on
print("")
msg.row(row_head, **row_settings)
msg.row(["-" * width for width in row_settings["widths"]], **row_settings)
try:
iter_since_best = 0
best_score = 0.0
for i in range(n_iter):
train_docs = corpus.train_docs(
nlp, noise_level=noise_level, gold_preproc=gold_preproc, max_length=0
)
if raw_text:
random.shuffle(raw_text)
raw_batches = util.minibatch(
(nlp.make_doc(rt["text"]) for rt in raw_text), size=8
)
words_seen = 0
with tqdm.tqdm(total=n_train_words, leave=False) as pbar:
losses = {}
for batch in util.minibatch_by_words(train_docs, size=batch_sizes):
if not batch:
continue
docs, golds = zip(*batch)
nlp.update(
docs,
golds,
sgd=optimizer,
drop=next(dropout_rates),
losses=losses,
)
if raw_text:
# If raw text is available, perform 'rehearsal' updates,
# which use unlabelled data to reduce overfitting.
raw_batch = list(next(raw_batches))
nlp.rehearse(raw_batch, sgd=optimizer, losses=losses)
if not int(os.environ.get("LOG_FRIENDLY", 0)):
pbar.update(sum(len(doc) for doc in docs))
words_seen += sum(len(doc) for doc in docs)
with nlp.use_params(optimizer.averages):
util.set_env_log(False)
epoch_model_path = output_path / ("model%d" % i)
nlp.to_disk(epoch_model_path)
nlp_loaded = util.load_model_from_path(epoch_model_path)
for beam_width in eval_beam_widths:
for name, component in nlp_loaded.pipeline:
if hasattr(component, "cfg"):
component.cfg["beam_width"] = beam_width
dev_docs = list(
corpus.dev_docs(nlp_loaded, gold_preproc=gold_preproc)
)
nwords = sum(len(doc_gold[0]) for doc_gold in dev_docs)
start_time = timer()
scorer = nlp_loaded.evaluate(dev_docs, debug)
end_time = timer()
if use_gpu < 0:
gpu_wps = None
cpu_wps = nwords / (end_time - start_time)
else:
gpu_wps = nwords / (end_time - start_time)
with Model.use_device("cpu"):
nlp_loaded = util.load_model_from_path(epoch_model_path)
for name, component in nlp_loaded.pipeline:
if hasattr(component, "cfg"):
component.cfg["beam_width"] = beam_width
dev_docs = list(
corpus.dev_docs(nlp_loaded, gold_preproc=gold_preproc)
)
start_time = timer()
scorer = nlp_loaded.evaluate(dev_docs)
end_time = timer()
cpu_wps = nwords / (end_time - start_time)
acc_loc = output_path / ("model%d" % i) / "accuracy.json"
srsly.write_json(acc_loc, scorer.scores)
# Update model meta.json
meta["lang"] = nlp.lang
meta["pipeline"] = nlp.pipe_names
meta["spacy_version"] = ">=%s" % about.__version__
if beam_width == 1:
meta["speed"] = {
"nwords": nwords,
"cpu": cpu_wps,
"gpu": gpu_wps,
}
meta["accuracy"] = scorer.scores
else:
meta.setdefault("beam_accuracy", {})
meta.setdefault("beam_speed", {})
meta["beam_accuracy"][beam_width] = scorer.scores
meta["beam_speed"][beam_width] = {
"nwords": nwords,
"cpu": cpu_wps,
"gpu": gpu_wps,
}
meta["vectors"] = {
"width": nlp.vocab.vectors_length,
"vectors": len(nlp.vocab.vectors),
"keys": nlp.vocab.vectors.n_keys,
"name": nlp.vocab.vectors.name,
}
meta.setdefault("name", "model%d" % i)
meta.setdefault("version", version)
meta_loc = output_path / ("model%d" % i) / "meta.json"
srsly.write_json(meta_loc, meta)
util.set_env_log(verbose)
progress = _get_progress(
i,
losses,
scorer.scores,
beam_width=beam_width if has_beam_widths else None,
cpu_wps=cpu_wps,
gpu_wps=gpu_wps,
)
msg.row(progress, **row_settings)
# Early stopping
if n_early_stopping is not None:
current_score = _score_for_model(meta)
if current_score < best_score:
iter_since_best += 1
else:
iter_since_best = 0
best_score = current_score
if iter_since_best >= n_early_stopping:
msg.text(
"Early stopping, best iteration "
"is: {}".format(i - iter_since_best)
)
msg.text(
"Best score = {}; Final iteration "
"score = {}".format(best_score, current_score)
)
break
finally:
with nlp.use_params(optimizer.averages):
final_model_path = output_path / "model-final"
nlp.to_disk(final_model_path)
msg.good("Saved model to output directory", final_model_path)
with msg.loading("Creating best model..."):
best_model_path = _collate_best_model(meta, output_path, nlp.pipe_names)
msg.good("Created best model", best_model_path)
|
python
|
def train(
lang,
output_path,
train_path,
dev_path,
raw_text=None,
base_model=None,
pipeline="tagger,parser,ner",
vectors=None,
n_iter=30,
n_early_stopping=None,
n_examples=0,
use_gpu=-1,
version="0.0.0",
meta_path=None,
init_tok2vec=None,
parser_multitasks="",
entity_multitasks="",
noise_level=0.0,
eval_beam_widths="",
gold_preproc=False,
learn_tokens=False,
verbose=False,
debug=False,
):
"""
Train or update a spaCy model. Requires data to be formatted in spaCy's
JSON format. To convert data from other formats, use the `spacy convert`
command.
"""
msg = Printer()
util.fix_random_seed()
util.set_env_log(verbose)
# Make sure all files and paths exists if they are needed
train_path = util.ensure_path(train_path)
dev_path = util.ensure_path(dev_path)
meta_path = util.ensure_path(meta_path)
output_path = util.ensure_path(output_path)
if raw_text is not None:
raw_text = list(srsly.read_jsonl(raw_text))
if not train_path or not train_path.exists():
msg.fail("Training data not found", train_path, exits=1)
if not dev_path or not dev_path.exists():
msg.fail("Development data not found", dev_path, exits=1)
if meta_path is not None and not meta_path.exists():
msg.fail("Can't find model meta.json", meta_path, exits=1)
meta = srsly.read_json(meta_path) if meta_path else {}
if output_path.exists() and [p for p in output_path.iterdir() if p.is_dir()]:
msg.warn(
"Output directory is not empty",
"This can lead to unintended side effects when saving the model. "
"Please use an empty directory or a different path instead. If "
"the specified output path doesn't exist, the directory will be "
"created for you.",
)
if not output_path.exists():
output_path.mkdir()
# Take dropout and batch size as generators of values -- dropout
# starts high and decays sharply, to force the optimizer to explore.
# Batch size starts at 1 and grows, so that we make updates quickly
# at the beginning of training.
dropout_rates = util.decaying(
util.env_opt("dropout_from", 0.2),
util.env_opt("dropout_to", 0.2),
util.env_opt("dropout_decay", 0.0),
)
batch_sizes = util.compounding(
util.env_opt("batch_from", 100.0),
util.env_opt("batch_to", 1000.0),
util.env_opt("batch_compound", 1.001),
)
if not eval_beam_widths:
eval_beam_widths = [1]
else:
eval_beam_widths = [int(bw) for bw in eval_beam_widths.split(",")]
if 1 not in eval_beam_widths:
eval_beam_widths.append(1)
eval_beam_widths.sort()
has_beam_widths = eval_beam_widths != [1]
# Set up the base model and pipeline. If a base model is specified, load
# the model and make sure the pipeline matches the pipeline setting. If
# training starts from a blank model, intitalize the language class.
pipeline = [p.strip() for p in pipeline.split(",")]
msg.text("Training pipeline: {}".format(pipeline))
if base_model:
msg.text("Starting with base model '{}'".format(base_model))
nlp = util.load_model(base_model)
if nlp.lang != lang:
msg.fail(
"Model language ('{}') doesn't match language specified as "
"`lang` argument ('{}') ".format(nlp.lang, lang),
exits=1,
)
other_pipes = [pipe for pipe in nlp.pipe_names if pipe not in pipeline]
nlp.disable_pipes(*other_pipes)
for pipe in pipeline:
if pipe not in nlp.pipe_names:
nlp.add_pipe(nlp.create_pipe(pipe))
else:
msg.text("Starting with blank model '{}'".format(lang))
lang_cls = util.get_lang_class(lang)
nlp = lang_cls()
for pipe in pipeline:
nlp.add_pipe(nlp.create_pipe(pipe))
if learn_tokens:
nlp.add_pipe(nlp.create_pipe("merge_subtokens"))
if vectors:
msg.text("Loading vector from model '{}'".format(vectors))
_load_vectors(nlp, vectors)
# Multitask objectives
multitask_options = [("parser", parser_multitasks), ("ner", entity_multitasks)]
for pipe_name, multitasks in multitask_options:
if multitasks:
if pipe_name not in pipeline:
msg.fail(
"Can't use multitask objective without '{}' in the "
"pipeline".format(pipe_name)
)
pipe = nlp.get_pipe(pipe_name)
for objective in multitasks.split(","):
pipe.add_multitask_objective(objective)
# Prepare training corpus
msg.text("Counting training words (limit={})".format(n_examples))
corpus = GoldCorpus(train_path, dev_path, limit=n_examples)
n_train_words = corpus.count_train()
if base_model:
# Start with an existing model, use default optimizer
optimizer = create_default_optimizer(Model.ops)
else:
# Start with a blank model, call begin_training
optimizer = nlp.begin_training(lambda: corpus.train_tuples, device=use_gpu)
nlp._optimizer = None
# Load in pre-trained weights
if init_tok2vec is not None:
components = _load_pretrained_tok2vec(nlp, init_tok2vec)
msg.text("Loaded pretrained tok2vec for: {}".format(components))
# fmt: off
row_head = ["Itn", "Dep Loss", "NER Loss", "UAS", "NER P", "NER R", "NER F", "Tag %", "Token %", "CPU WPS", "GPU WPS"]
row_widths = [3, 10, 10, 7, 7, 7, 7, 7, 7, 7, 7]
if has_beam_widths:
row_head.insert(1, "Beam W.")
row_widths.insert(1, 7)
row_settings = {"widths": row_widths, "aligns": tuple(["r" for i in row_head]), "spacing": 2}
# fmt: on
print("")
msg.row(row_head, **row_settings)
msg.row(["-" * width for width in row_settings["widths"]], **row_settings)
try:
iter_since_best = 0
best_score = 0.0
for i in range(n_iter):
train_docs = corpus.train_docs(
nlp, noise_level=noise_level, gold_preproc=gold_preproc, max_length=0
)
if raw_text:
random.shuffle(raw_text)
raw_batches = util.minibatch(
(nlp.make_doc(rt["text"]) for rt in raw_text), size=8
)
words_seen = 0
with tqdm.tqdm(total=n_train_words, leave=False) as pbar:
losses = {}
for batch in util.minibatch_by_words(train_docs, size=batch_sizes):
if not batch:
continue
docs, golds = zip(*batch)
nlp.update(
docs,
golds,
sgd=optimizer,
drop=next(dropout_rates),
losses=losses,
)
if raw_text:
# If raw text is available, perform 'rehearsal' updates,
# which use unlabelled data to reduce overfitting.
raw_batch = list(next(raw_batches))
nlp.rehearse(raw_batch, sgd=optimizer, losses=losses)
if not int(os.environ.get("LOG_FRIENDLY", 0)):
pbar.update(sum(len(doc) for doc in docs))
words_seen += sum(len(doc) for doc in docs)
with nlp.use_params(optimizer.averages):
util.set_env_log(False)
epoch_model_path = output_path / ("model%d" % i)
nlp.to_disk(epoch_model_path)
nlp_loaded = util.load_model_from_path(epoch_model_path)
for beam_width in eval_beam_widths:
for name, component in nlp_loaded.pipeline:
if hasattr(component, "cfg"):
component.cfg["beam_width"] = beam_width
dev_docs = list(
corpus.dev_docs(nlp_loaded, gold_preproc=gold_preproc)
)
nwords = sum(len(doc_gold[0]) for doc_gold in dev_docs)
start_time = timer()
scorer = nlp_loaded.evaluate(dev_docs, debug)
end_time = timer()
if use_gpu < 0:
gpu_wps = None
cpu_wps = nwords / (end_time - start_time)
else:
gpu_wps = nwords / (end_time - start_time)
with Model.use_device("cpu"):
nlp_loaded = util.load_model_from_path(epoch_model_path)
for name, component in nlp_loaded.pipeline:
if hasattr(component, "cfg"):
component.cfg["beam_width"] = beam_width
dev_docs = list(
corpus.dev_docs(nlp_loaded, gold_preproc=gold_preproc)
)
start_time = timer()
scorer = nlp_loaded.evaluate(dev_docs)
end_time = timer()
cpu_wps = nwords / (end_time - start_time)
acc_loc = output_path / ("model%d" % i) / "accuracy.json"
srsly.write_json(acc_loc, scorer.scores)
# Update model meta.json
meta["lang"] = nlp.lang
meta["pipeline"] = nlp.pipe_names
meta["spacy_version"] = ">=%s" % about.__version__
if beam_width == 1:
meta["speed"] = {
"nwords": nwords,
"cpu": cpu_wps,
"gpu": gpu_wps,
}
meta["accuracy"] = scorer.scores
else:
meta.setdefault("beam_accuracy", {})
meta.setdefault("beam_speed", {})
meta["beam_accuracy"][beam_width] = scorer.scores
meta["beam_speed"][beam_width] = {
"nwords": nwords,
"cpu": cpu_wps,
"gpu": gpu_wps,
}
meta["vectors"] = {
"width": nlp.vocab.vectors_length,
"vectors": len(nlp.vocab.vectors),
"keys": nlp.vocab.vectors.n_keys,
"name": nlp.vocab.vectors.name,
}
meta.setdefault("name", "model%d" % i)
meta.setdefault("version", version)
meta_loc = output_path / ("model%d" % i) / "meta.json"
srsly.write_json(meta_loc, meta)
util.set_env_log(verbose)
progress = _get_progress(
i,
losses,
scorer.scores,
beam_width=beam_width if has_beam_widths else None,
cpu_wps=cpu_wps,
gpu_wps=gpu_wps,
)
msg.row(progress, **row_settings)
# Early stopping
if n_early_stopping is not None:
current_score = _score_for_model(meta)
if current_score < best_score:
iter_since_best += 1
else:
iter_since_best = 0
best_score = current_score
if iter_since_best >= n_early_stopping:
msg.text(
"Early stopping, best iteration "
"is: {}".format(i - iter_since_best)
)
msg.text(
"Best score = {}; Final iteration "
"score = {}".format(best_score, current_score)
)
break
finally:
with nlp.use_params(optimizer.averages):
final_model_path = output_path / "model-final"
nlp.to_disk(final_model_path)
msg.good("Saved model to output directory", final_model_path)
with msg.loading("Creating best model..."):
best_model_path = _collate_best_model(meta, output_path, nlp.pipe_names)
msg.good("Created best model", best_model_path)
|
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] |
Train or update a spaCy model. Requires data to be formatted in spaCy's
JSON format. To convert data from other formats, use the `spacy convert`
command.
|
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/train.py#L73-L368
|
train
|
Train a spaCy model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1111 + 0o43) + '\x30' + chr(810 - 758), 9163 - 9155), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10011 + 0o36) + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(8507 - 8396) + '\x36' + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\066' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(757 - 709) + '\157' + '\x31' + chr(0b101100 + 0o6) + chr(53), 6168 - 6160), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\064' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + '\063' + '\x32' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(52) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\067' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101001 + 0o11) + '\062' + chr(0b110 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(2181 - 2133) + chr(0b1101111) + chr(50) + chr(54), 14465 - 14457), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(50) + '\x37' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(55) + '\064', 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(10130 - 10019) + chr(485 - 430), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(139 - 88) + chr(1759 - 1704), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(1737 - 1684) + '\063', 60651 - 60643), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(1037 - 986) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(8595 - 8484) + chr(0b1110 + 0o44) + chr(0b100001 + 0o22) + chr(1927 - 1876), 36681 - 36673), ehT0Px3KOsy9(chr(48) + chr(4481 - 4370) + chr(51) + chr(0b101110 + 0o6) + chr(49), 0o10), ehT0Px3KOsy9(chr(941 - 893) + chr(3106 - 2995) + '\x31' + chr(0b11010 + 0o31), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + '\x37' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b10001 + 0o40) + chr(1762 - 1709), 47847 - 47839), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + '\x32' + chr(1856 - 1802) + chr(1057 - 1006), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5605 - 5494) + chr(151 - 100) + chr(1932 - 1883) + chr(0b111 + 0o52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b1000 + 0o55) + chr(0b11 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + chr(51) + '\x37' + '\x32', 0o10), ehT0Px3KOsy9(chr(2233 - 2185) + chr(11566 - 11455) + '\062' + chr(0b100001 + 0o25) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(280 - 227) + '\x32', 32807 - 32799), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(983 - 931) + chr(0b1111 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\064' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1410 - 1362) + chr(7137 - 7026) + chr(0b101100 + 0o7) + chr(48) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x36' + chr(0b11100 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(524 - 476) + '\x6f' + chr(0b110001) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1257 - 1206) + '\x35', 15516 - 15508), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(51) + '\064' + '\x36', 3979 - 3971), ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + chr(50) + '\x34' + '\x35', 8), ehT0Px3KOsy9(chr(48) + chr(7416 - 7305) + '\061' + chr(0b10110 + 0o37) + chr(2300 - 2252), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2865 - 2754) + '\x31' + chr(55) + chr(0b110111), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(248 - 200), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa'), '\144' + '\x65' + chr(0b110101 + 0o56) + chr(5611 - 5500) + '\x64' + chr(7160 - 7059))(chr(0b101110 + 0o107) + chr(12950 - 12834) + chr(0b110 + 0o140) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def e80gRioCjdat(ZH6CblBpklA9, pybif4rGbt58, OpL6x3bPqSxp, lU8sq2zGTUSS, V0SBurRAL3UN=None, E2ZZg9w9R5vF=None, ri8yqNQ1eQuR=xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x19R\x930P\x8b\xa5\x84\x8c\xe4s\xce\x90izY'), chr(0b1100100) + chr(0b111101 + 0o50) + chr(0b111000 + 0o53) + '\157' + '\x64' + '\145')(chr(11537 - 11420) + '\164' + '\x66' + '\055' + chr(56)), AHmez2g1v8Ik=None, PG8bMXxBIdYl=ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(1572 - 1521) + chr(0b110110), 0b1000), LN_xLq4pdSB_=None, fBp9RbHavWuB=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x30', 0b1000), ZS1_omZErF0x=-ehT0Px3KOsy9(chr(1748 - 1700) + '\157' + chr(49), ord("\x08")), cpMfQ_4_Vb7C=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4V\x05\xdae'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(5280 - 5179))(chr(117) + chr(13454 - 13338) + '\146' + '\055' + chr(0b111000)), EnlLcM0uvHG1=None, M4jIobFvArzn=None, SQZRVYxWcKxz=xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(0b1001011 + 0o31) + chr(2812 - 2711))('\165' + '\164' + '\146' + '\x2d' + chr(0b111000)), iVPxfb9PG3Xp=xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + '\145' + chr(0b1100011) + chr(111) + chr(100) + '\x65')('\x75' + '\164' + chr(102) + '\055' + '\x38'), EKlzgqC0tT6t=0.0, ZgOzH16wTOy0=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + '\145' + chr(0b110010 + 0o61) + chr(111) + chr(100) + chr(0b1100101))(chr(0b111110 + 0o67) + '\x74' + chr(0b1100110) + chr(1084 - 1039) + chr(0b10000 + 0o50)), mNYrMSaKY8zO=ehT0Px3KOsy9(chr(699 - 651) + '\x6f' + chr(0b1110 + 0o42), 8), q2gylNgFYDHM=ehT0Px3KOsy9(chr(2203 - 2155) + chr(0b1101111) + '\x30', 8), j5jgrsOGZdZ4=ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(48), 8), TMWkbl3B9xkv=ehT0Px3KOsy9(chr(995 - 947) + chr(0b1101111) + chr(48), 8)):
jtbovtaIYjRB = ftrV7WYaG58O()
xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b"\xe2\x11M\xab'C\xc9\xb1\x8a\x93\xc8e\xd9\xd9c"), chr(100) + chr(5894 - 5793) + chr(0b1100011) + chr(0b11011 + 0o124) + chr(100) + '\145')(chr(1229 - 1112) + chr(12215 - 12099) + chr(0b1100110) + chr(0b11001 + 0o24) + chr(56)))()
xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1dA\xab0L\xd1\x8a\x89\x91\xf0'), '\144' + chr(9657 - 9556) + '\143' + '\x6f' + '\144' + chr(0b1100101))(chr(0b10101 + 0o140) + chr(116) + chr(6258 - 6156) + chr(0b1001 + 0o44) + chr(0b1010 + 0o56)))(j5jgrsOGZdZ4)
OpL6x3bPqSxp = eb2I7aEma6r5.ensure_path(OpL6x3bPqSxp)
lU8sq2zGTUSS = eb2I7aEma6r5.ensure_path(lU8sq2zGTUSS)
EnlLcM0uvHG1 = eb2I7aEma6r5.ensure_path(EnlLcM0uvHG1)
pybif4rGbt58 = eb2I7aEma6r5.ensure_path(pybif4rGbt58)
if V0SBurRAL3UN is not None:
V0SBurRAL3UN = YyaZ4tpXu4lf(ofUnO0upCeVG.read_jsonl(V0SBurRAL3UN))
if not OpL6x3bPqSxp or not xafqLlk3kkUe(OpL6x3bPqSxp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x00\\\x87!Q'), '\x64' + '\x65' + chr(0b1100011) + chr(11474 - 11363) + '\144' + chr(0b100010 + 0o103))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + chr(56)))():
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x19\\\x98'), '\x64' + chr(0b101110 + 0o67) + chr(0b1100011) + '\x6f' + chr(0b100011 + 0o101) + chr(101))(chr(0b101011 + 0o112) + chr(8129 - 8013) + '\146' + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\nT\x9d;K\xc9\xb2\xc5\x9a\xf6b\xdd\x9cip_\xbd\xfd\x8e~U\xe9'), '\144' + chr(101) + chr(99) + chr(0b110010 + 0o75) + '\144' + chr(101))(chr(0b1110101) + chr(10119 - 10003) + chr(102) + chr(0b101000 + 0o5) + chr(822 - 766)), OpL6x3bPqSxp, exits=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001), 8))
if not lU8sq2zGTUSS or not xafqLlk3kkUe(lU8sq2zGTUSS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x00\\\x87!Q'), chr(0b1001 + 0o133) + chr(101) + chr(1388 - 1289) + '\x6f' + '\x64' + chr(101))('\165' + chr(0b111101 + 0o67) + '\146' + chr(0b100110 + 0o7) + chr(56)))():
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x19\\\x98'), chr(0b1100100) + chr(526 - 425) + chr(0b1100011) + '\157' + chr(100) + chr(2028 - 1927))(chr(2632 - 2515) + chr(0b11011 + 0o131) + chr(0b11000 + 0o116) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\x1dC\x919M\xd7\xb8\x80\x90\xe36\xd8\xdds~\x0b\xf3\xf4\x95+]\xe2\xc6\xa7\xcc'), chr(0b1100100) + '\x65' + '\143' + chr(988 - 877) + chr(100) + chr(3639 - 3538))(chr(0b101000 + 0o115) + chr(0b1110100) + '\146' + '\x2d' + chr(1559 - 1503)), lU8sq2zGTUSS, exits=ehT0Px3KOsy9(chr(1481 - 1433) + '\x6f' + chr(1313 - 1264), 8))
if EnlLcM0uvHG1 is not None and (not xafqLlk3kkUe(EnlLcM0uvHG1, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x00\\\x87!Q'), chr(853 - 753) + chr(0b1100101) + '\143' + '\x6f' + chr(100) + chr(101))(chr(13293 - 13176) + '\x74' + '\x66' + '\055' + chr(0b101011 + 0o15)))()):
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x19\\\x98'), '\144' + chr(101) + chr(0b1100011) + '\157' + chr(614 - 514) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(102) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x19[\xd3!\x02\xc1\xbc\x8b\x9a\xb7{\xd3\xd8bs\x0b\xf0\xfe\x95j\x15\xe7\xc0\xa6\xc6'), chr(100) + chr(0b1100101) + chr(0b1000100 + 0o37) + chr(10406 - 10295) + '\x64' + chr(0b1100011 + 0o2))('\165' + chr(0b1110100) + chr(102) + '\x2d' + '\070'), EnlLcM0uvHG1, exits=ehT0Px3KOsy9(chr(1219 - 1171) + chr(111) + '\x31', 8))
Ddxy_ihdYXS3 = ofUnO0upCeVG.read_json(EnlLcM0uvHG1) if EnlLcM0uvHG1 else {}
if xafqLlk3kkUe(pybif4rGbt58, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x00\\\x87!Q'), chr(6670 - 6570) + chr(10139 - 10038) + chr(1794 - 1695) + chr(6498 - 6387) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))() and [UyakMW2IMFEj for UyakMW2IMFEj in xafqLlk3kkUe(pybif4rGbt58, xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x0cP\x861K\xd5'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + chr(100) + '\145')('\x75' + '\164' + '\x66' + '\x2d' + chr(807 - 751)))() if xafqLlk3kkUe(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x0bj\x90<P'), chr(0b1100100) + chr(0b1001011 + 0o32) + chr(99) + '\x6f' + '\x64' + chr(5472 - 5371))('\x75' + chr(0b1110100) + chr(3177 - 3075) + chr(45) + chr(0b10001 + 0o47)))()]:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea<p\x9a\x1b`\xc6\xb7\xa3\xb0\xdc{'), chr(100) + '\x65' + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))(chr(12228 - 12111) + '\x74' + chr(102) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\rA\x84 V\x87\xb1\x8c\x8c\xf2u\xc8\xd3uf\x0b\xf4\xe8\xc1eT\xf9\x93\xac\xc5\x8a\xc0\xd3'), chr(0b1100100) + '\x65' + '\x63' + '\157' + chr(8525 - 8425) + chr(101))(chr(6860 - 6743) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x10\\\x87uA\xc6\xbb\xc5\x92\xf2w\xd8\x9csp\x0b\xe8\xf5\x88eO\xe8\xdd\xad\xcd\x9e\x94\xd9\xcc\xf4\x00\xe4Tl{\x83\xc6\x1c\x0c\xa4\x0f]\x91;\x02\xd4\xb4\x93\x97\xf9q\x9c\xc8oz\x0b\xf0\xf4\x85nW\xa3\x93\x99\xc4\x9f\xd5\xd9\xc0\xb0\x10\xb7T*|\x88\x85\r\x12\xf4\x0cL\xd41K\xd5\xb0\x86\x8a\xf8d\xc5\x9chm\x0b\xfc\xbb\x85b]\xeb\xd6\xbb\xcd\x94\xc0\x8a\xd5\xf1\x11\xac\x11cs\x95\xd1\r\x1e\xe0V\x15\xbd3\x02\xd3\xbd\x80\xde\xe4f\xd9\xdfnyB\xf8\xff\xc1dN\xf9\xc3\xbc\xdc\xda\xc4\xcb\xd1\xf8E\xa0^on\x88\x82\x1c_\xe1\x00\\\x87!\x0e\x87\xa1\x8d\x9b\xb7r\xd5\xceb|_\xf2\xe9\x98+L\xe4\xdf\xa5\x88\x98\xd1\x8a\xc6\xe2\x00\xa5Eoy\xc6\xc3\x07\r\xa4\x01Z\x81{'), chr(0b1100100) + chr(0b1001001 + 0o34) + chr(0b1100011) + chr(1577 - 1466) + chr(0b1000010 + 0o42) + '\x65')(chr(0b1110101) + chr(0b1100000 + 0o24) + chr(0b1100110) + chr(0b101101 + 0o0) + '\070'))
if not xafqLlk3kkUe(pybif4rGbt58, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x00\\\x87!Q'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + chr(5586 - 5485))(chr(117) + '\x74' + chr(5449 - 5347) + chr(0b101101) + chr(948 - 892)))():
xafqLlk3kkUe(pybif4rGbt58, xafqLlk3kkUe(SXOLrMavuUCe(b"\xe9\x13Q\x9d'"), chr(100) + chr(4681 - 4580) + chr(99) + chr(111) + chr(100) + chr(0b11111 + 0o106))(chr(117) + chr(116) + '\x66' + chr(1619 - 1574) + chr(56)))()
s3VLk_hjh9Sg = eb2I7aEma6r5.decaying(eb2I7aEma6r5.env_opt(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\nZ\x84:W\xd3\x8a\x83\x8c\xf8{'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(0b111100 + 0o50) + '\145')(chr(10042 - 9925) + '\164' + chr(8286 - 8184) + chr(45) + chr(2817 - 2761)), 0.2), eb2I7aEma6r5.env_opt(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\nZ\x84:W\xd3\x8a\x91\x91'), chr(9828 - 9728) + '\145' + chr(99) + '\x6f' + '\x64' + chr(101))(chr(117) + '\164' + chr(0b10111 + 0o117) + '\055' + chr(160 - 104)), 0.2), eb2I7aEma6r5.env_opt(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\nZ\x84:W\xd3\x8a\x81\x9b\xf4w\xc5'), chr(8364 - 8264) + chr(0b1001110 + 0o27) + chr(0b1100011) + '\157' + '\144' + '\x65')(chr(0b1110101) + chr(0b1011011 + 0o31) + chr(769 - 667) + chr(1246 - 1201) + chr(1102 - 1046)), 0.0))
vUD9kCH9I6mb = eb2I7aEma6r5.compounding(eb2I7aEma6r5.env_opt(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x19A\x97=}\xc1\xa7\x8a\x93'), '\144' + chr(3589 - 3488) + chr(4431 - 4332) + chr(3240 - 3129) + chr(0b1011000 + 0o14) + chr(101))('\165' + chr(554 - 438) + chr(102) + '\055' + chr(0b111000)), 100.0), eb2I7aEma6r5.env_opt(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x19A\x97=}\xd3\xba'), chr(9696 - 9596) + chr(0b1100101) + chr(5757 - 5658) + chr(111) + '\x64' + chr(101))('\165' + chr(0b1110100) + chr(0b100111 + 0o77) + '\x2d' + '\x38'), 1000.0), eb2I7aEma6r5.env_opt(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x19A\x97=}\xc4\xba\x88\x8e\xf8c\xd2\xd8'), chr(0b111000 + 0o54) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + '\146' + chr(0b101000 + 0o5) + chr(0b1010 + 0o56)), 1.001))
if not ZgOzH16wTOy0:
ZgOzH16wTOy0 = [ehT0Px3KOsy9(chr(562 - 514) + chr(111) + chr(0b110001), 8)]
else:
ZgOzH16wTOy0 = [ehT0Px3KOsy9(IWOaoV_MxyIT) for IWOaoV_MxyIT in ZgOzH16wTOy0.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + '\x64' + '\x65')('\x75' + '\x74' + chr(0b10100 + 0o122) + chr(0b101101) + chr(56)))]
if ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', 8) not in ZgOzH16wTOy0:
xafqLlk3kkUe(ZgOzH16wTOy0, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x08E\x91;F'), chr(100) + '\145' + '\143' + chr(111) + '\144' + '\145')('\165' + chr(0b1011110 + 0o26) + chr(0b1100110) + '\x2d' + chr(56)))(ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(0b11001 + 0o30), 8))
xafqLlk3kkUe(ZgOzH16wTOy0, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x17G\x80'), chr(0b1100100) + chr(0b1010 + 0o133) + '\143' + chr(0b1101111) + '\144' + chr(6523 - 6422))('\165' + chr(116) + chr(102) + chr(868 - 823) + chr(56)))()
NVAOhSkV_PD8 = ZgOzH16wTOy0 != [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1141 - 1092), 8)]
ri8yqNQ1eQuR = [UyakMW2IMFEj.strip() for UyakMW2IMFEj in ri8yqNQ1eQuR.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8'), '\144' + chr(7409 - 7308) + chr(0b1100011) + chr(111) + chr(8744 - 8644) + '\145')(chr(11977 - 11860) + chr(0b100011 + 0o121) + chr(2894 - 2792) + '\055' + chr(0b111000)))]
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), '\x64' + chr(0b111000 + 0o55) + '\x63' + chr(0b11010 + 0o125) + chr(0b1100100) + chr(0b1100101))(chr(0b11000 + 0o135) + chr(0b1101000 + 0o14) + chr(9069 - 8967) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\nT\x9d;K\xc9\xb2\xc5\x8e\xfef\xd9\xd0nqN\xa7\xbb\x9av'), chr(0b111100 + 0o50) + chr(0b11010 + 0o113) + '\x63' + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + chr(11573 - 11457) + '\x66' + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(0b110000 + 0o64) + chr(6332 - 6231) + '\x63' + chr(4158 - 4047) + chr(0b111 + 0o135) + '\x65')('\165' + '\164' + chr(0b1100110) + chr(45) + chr(0b111000)))(ri8yqNQ1eQuR))
if E2ZZg9w9R5vF:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), '\x64' + '\x65' + '\x63' + chr(111) + chr(0b1100100) + '\x65')('\165' + chr(10674 - 10558) + chr(102) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7\x0cT\x86!K\xc9\xb2\xc5\x89\xfeb\xd4\x9ce~X\xf8\xbb\x8cd_\xe8\xdf\xe9\x8f\x81\xc9\x8d'), chr(0b1100100) + chr(7089 - 6988) + chr(698 - 599) + '\157' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1001000 + 0o54) + chr(102) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(0b1000101 + 0o37) + chr(0b0 + 0o145) + chr(99) + '\157' + chr(0b10101 + 0o117) + '\x65')(chr(0b1110101) + chr(116) + '\146' + chr(0b101101) + chr(2068 - 2012)))(E2ZZg9w9R5vF))
kG7vGCqDzyIj = eb2I7aEma6r5.load_model(E2ZZg9w9R5vF)
if xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde0\x03\xb77N\xe5\xa5\x8e\x92\xd6/'), chr(7138 - 7038) + chr(213 - 112) + chr(1289 - 1190) + chr(12160 - 12049) + chr(0b1100100) + '\x65')(chr(117) + '\x74' + chr(5965 - 5863) + chr(45) + chr(0b110110 + 0o2))) != ZH6CblBpklA9:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x19\\\x98'), chr(6831 - 6731) + chr(0b1100101) + chr(9673 - 9574) + chr(111) + chr(0b1010101 + 0o17) + '\x65')('\165' + chr(11408 - 11292) + '\146' + chr(45) + chr(0b11111 + 0o31)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x17Q\x919\x02\xcb\xb4\x8b\x99\xe2w\xdb\xd9\'7\x0c\xe6\xe6\xc6"\x1b\xe9\xdc\xac\xdb\x94\x93\xde\x85\xfd\x04\xb0Rb=\x8a\xc4\x06\x18\xf1\x19R\x91uQ\xd7\xb0\x86\x97\xf1\x7f\xd9\xd8\'~X\xbd\xfb\x8djU\xea\xd3\xe9\xc9\x88\xd3\xdf\xc8\xf5\x0b\xb0\x11":\x9d\xd8OV\xa4'), chr(0b1100011 + 0o1) + chr(0b1100101) + chr(0b1100011) + chr(0b100110 + 0o111) + '\x64' + chr(0b1100101))('\165' + '\x74' + chr(102) + chr(1251 - 1206) + chr(2345 - 2289)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(100) + chr(101) + '\143' + chr(0b111001 + 0o66) + chr(100) + chr(101))(chr(6280 - 6163) + chr(5502 - 5386) + chr(5693 - 5591) + '\055' + chr(0b111000)))(xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde0\x03\xb77N\xe5\xa5\x8e\x92\xd6/'), '\144' + chr(0b1100101) + chr(99) + chr(2445 - 2334) + chr(603 - 503) + chr(101))(chr(5181 - 5064) + chr(0b1101111 + 0o5) + '\x66' + chr(0b10011 + 0o32) + '\x38')), ZH6CblBpklA9), exits=ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(2138 - 2089), 8))
hnE7WWRpm9sI = [kq7zgg5YgjkF for kq7zgg5YgjkF in kG7vGCqDzyIj.pipe_names if kq7zgg5YgjkF not in ri8yqNQ1eQuR]
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\x11F\x957N\xc2\x8a\x95\x97\xe7s\xcf'), chr(100) + '\x65' + chr(0b10001 + 0o122) + chr(111) + chr(100) + chr(5856 - 5755))('\165' + '\164' + chr(0b1100110) + '\x2d' + '\070'))(*hnE7WWRpm9sI)
for kq7zgg5YgjkF in ri8yqNQ1eQuR:
if kq7zgg5YgjkF not in xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x11E\x91\nL\xc6\xb8\x80\x8d'), chr(0b1100100) + chr(0b101100 + 0o71) + '\143' + chr(0b100000 + 0o117) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(5431 - 5329) + '\x2d' + chr(0b111000))):
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x1cQ\xab%K\xd7\xb0'), '\144' + chr(0b1100101) + chr(99) + chr(3824 - 3713) + chr(100) + chr(101))(chr(0b1100011 + 0o22) + chr(2921 - 2805) + '\x66' + chr(45) + chr(1488 - 1432)))(xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\nP\x95!G\xf8\xa5\x8c\x8e\xf2'), chr(100) + chr(3176 - 3075) + chr(0b11110 + 0o105) + chr(111) + '\x64' + chr(0b1100101))(chr(0b10100 + 0o141) + '\x74' + chr(102) + chr(0b11 + 0o52) + chr(56)))(kq7zgg5YgjkF))
else:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), chr(0b1100100) + chr(0b1000111 + 0o36) + '\143' + '\157' + chr(5781 - 5681) + chr(0b1100101))('\165' + '\164' + chr(0b10000 + 0o126) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7\x0cT\x86!K\xc9\xb2\xc5\x89\xfeb\xd4\x9cesJ\xf3\xf0\xc1fT\xe9\xd6\xa5\x88\xdd\xcf\xd7\x82'), chr(0b1101 + 0o127) + '\145' + '\x63' + chr(0b1101111) + '\144' + '\145')(chr(0b1110101) + chr(9251 - 9135) + chr(0b11001 + 0o115) + chr(0b11100 + 0o21) + chr(1201 - 1145)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(100) + chr(0b11111 + 0o106) + '\143' + chr(1254 - 1143) + chr(100) + chr(0b1100101))(chr(117) + chr(116) + chr(102) + chr(0b1011 + 0o42) + '\070'))(ZH6CblBpklA9))
DAknnvRCE3Ge = eb2I7aEma6r5.get_lang_class(ZH6CblBpklA9)
kG7vGCqDzyIj = DAknnvRCE3Ge()
for kq7zgg5YgjkF in ri8yqNQ1eQuR:
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x1cQ\xab%K\xd7\xb0'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + '\x64' + chr(0b1 + 0o144))(chr(2632 - 2515) + chr(0b111 + 0o155) + '\146' + chr(1603 - 1558) + chr(0b111000)))(xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\nP\x95!G\xf8\xa5\x8c\x8e\xf2'), chr(0b11001 + 0o113) + chr(0b1100101) + '\x63' + chr(0b1100010 + 0o15) + chr(150 - 50) + chr(8901 - 8800))(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\x38'))(kq7zgg5YgjkF))
if q2gylNgFYDHM:
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x1cQ\xab%K\xd7\xb0'), chr(0b1010010 + 0o22) + chr(1754 - 1653) + chr(0b111001 + 0o52) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(609 - 564) + chr(0b111000)))(xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\nP\x95!G\xf8\xa5\x8c\x8e\xf2'), '\144' + chr(0b111001 + 0o54) + chr(99) + chr(10400 - 10289) + '\144' + chr(0b1100101))(chr(9349 - 9232) + '\x74' + chr(0b1100110) + '\055' + chr(2176 - 2120)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x1dG\x930}\xd4\xa0\x87\x8a\xf8}\xd9\xd2t'), chr(0b1000 + 0o134) + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(1739 - 1638))(chr(0b1110101) + chr(0b1110100) + chr(6160 - 6058) + chr(0b101101) + chr(56))))
if AHmez2g1v8Ik:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), chr(0b1100100) + chr(0b1001001 + 0o34) + '\x63' + '\157' + '\x64' + chr(101))('\165' + chr(10330 - 10214) + chr(0b1010010 + 0o24) + '\055' + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"\xc8\x17T\x90<L\xc0\xf5\x93\x9b\xf4b\xd3\xce'yY\xf2\xf6\xc1fT\xe9\xd6\xa5\x88\xdd\xcf\xd7\x82"), chr(8723 - 8623) + '\145' + chr(99) + chr(111) + '\144' + '\x65')(chr(0b100011 + 0o122) + chr(0b1110100) + chr(0b10101 + 0o121) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), '\x64' + chr(0b1001100 + 0o31) + '\143' + '\x6f' + chr(4015 - 3915) + '\x65')('\165' + '\164' + chr(102) + chr(448 - 403) + '\x38'))(AHmez2g1v8Ik))
q0U41KDKgB1e(kG7vGCqDzyIj, AHmez2g1v8Ik)
bVqagkyC0dmA = [(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x19G\x870P'), '\144' + '\x65' + '\143' + chr(0b1001110 + 0o41) + chr(2938 - 2838) + '\x65')(chr(117) + '\x74' + '\146' + chr(45) + chr(0b111000)), SQZRVYxWcKxz), (xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x1dG'), chr(0b111001 + 0o53) + '\145' + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b0 + 0o164) + chr(102) + chr(0b101101) + '\070'), iVPxfb9PG3Xp)]
for (G1NLAHNDC21a, mbGIoFmkXN9b) in bVqagkyC0dmA:
if mbGIoFmkXN9b:
if G1NLAHNDC21a not in ri8yqNQ1eQuR:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x19\\\x98'), '\x64' + chr(0b1100101) + chr(5440 - 5341) + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(116) + '\x66' + chr(0b101101) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x19[\xd3!\x02\xd2\xa6\x80\xde\xfac\xd0\xc8nkJ\xee\xf0\xc1dY\xe7\xd6\xaa\xdc\x93\xc2\xcf\x85\xe7\x0c\xb0Yeh\x92\x85O\x04\xf9_\x15\x9d;\x02\xd3\xbd\x80\xde\xe7\x7f\xcc\xd9kvE\xf8'), '\x64' + chr(0b1100101) + chr(1259 - 1160) + chr(0b100001 + 0o116) + chr(0b1100100) + chr(101))(chr(8079 - 7962) + chr(0b1000111 + 0o55) + chr(0b100 + 0o142) + chr(1565 - 1520) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(7812 - 7712) + '\145' + chr(99) + '\157' + '\x64' + chr(0b1010101 + 0o20))(chr(0b101000 + 0o115) + '\164' + chr(3275 - 3173) + chr(0b10010 + 0o33) + chr(56)))(G1NLAHNDC21a))
kq7zgg5YgjkF = kG7vGCqDzyIj.get_pipe(G1NLAHNDC21a)
for Ky8KMSzRafTo in xafqLlk3kkUe(mbGIoFmkXN9b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x08Y\x9d!'), chr(7656 - 7556) + chr(0b1100101) + chr(99) + chr(0b1001 + 0o146) + chr(5738 - 5638) + chr(6636 - 6535))(chr(10969 - 10852) + '\x74' + chr(102) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8'), chr(0b100000 + 0o104) + chr(0b1100101) + chr(0b1100011) + chr(0b1011100 + 0o23) + chr(100) + '\145')('\x75' + chr(12464 - 12348) + chr(5971 - 5869) + '\055' + '\x38')):
xafqLlk3kkUe(kq7zgg5YgjkF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x1cQ\xab8W\xcb\xa1\x8c\x8a\xf6e\xd7\xe3h}A\xf8\xf8\x95bM\xe8'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1101000 + 0o15) + chr(4983 - 4867) + chr(3320 - 3218) + '\055' + '\x38'))(Ky8KMSzRafTo)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), chr(100) + '\x65' + '\143' + '\x6f' + chr(7528 - 7428) + '\145')(chr(0b1110101) + '\164' + chr(0b1000 + 0o136) + '\x2d' + chr(56)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x17@\x9a!K\xc9\xb2\xc5\x8a\xe5w\xd5\xd2nqL\xbd\xec\x8ey_\xfe\x93\xe1\xc4\x93\xd9\xc3\xd1\xad\x1e\xb9\x18'), chr(100) + chr(0b1011110 + 0o7) + chr(99) + '\x6f' + chr(3856 - 3756) + chr(101))('\x75' + chr(116) + chr(8779 - 8677) + '\x2d' + chr(0b110011 + 0o5)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(0b1100100 + 0o0) + chr(101) + chr(99) + '\x6f' + chr(100) + chr(0b1100101))(chr(7434 - 7317) + chr(10447 - 10331) + '\146' + '\055' + chr(2368 - 2312)))(fBp9RbHavWuB))
rTVv_D1QF3if = kG5RMzJEYES9(OpL6x3bPqSxp, lU8sq2zGTUSS, limit=fBp9RbHavWuB)
dUu3Zyiu1l7_ = rTVv_D1QF3if.count_train()
if E2ZZg9w9R5vF:
XdKNcYRObPK3 = s0fFgqAF6I_P(JC8lDcRGu6X6.ops)
else:
XdKNcYRObPK3 = kG7vGCqDzyIj.begin_training(lambda : rTVv_D1QF3if.train_tuples, device=ZS1_omZErF0x)
kG7vGCqDzyIj.ufAYsL1jlOfD = None
if M4jIobFvArzn is not None:
PgixYALcqJrc = ux5oVzfky24P(kG7vGCqDzyIj, M4jIobFvArzn)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(3211 - 3100) + '\x64' + chr(0b1100101))(chr(4610 - 4493) + '\164' + chr(0b1001000 + 0o36) + chr(0b100101 + 0o10) + chr(0b100000 + 0o30)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\x17T\x900F\x87\xa5\x97\x9b\xe3d\xdd\xd5izO\xbd\xef\x8e`\t\xfb\xd6\xaa\x88\x9c\xdb\xd8\x9f\xb0\x1e\xb9'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + '\144' + chr(0b1100101))(chr(0b1011011 + 0o32) + '\164' + chr(102) + chr(0b1110 + 0o37) + chr(0b1101 + 0o53)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(2567 - 2467) + chr(101) + chr(99) + chr(0b1011111 + 0o20) + chr(0b1100100) + chr(0b10100 + 0o121))(chr(117) + chr(12479 - 12363) + chr(102) + '\x2d' + chr(2068 - 2012)))(PgixYALcqJrc))
_YDLaAqJ5UuX = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd\x0c['), chr(0b1100100) + '\145' + '\143' + chr(10146 - 10035) + chr(0b1100100) + chr(101))(chr(117) + chr(116) + '\x66' + chr(45) + chr(1427 - 1371)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\x1dE\xd4\x19M\xd4\xa6'), chr(100) + '\x65' + chr(3107 - 3008) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(9553 - 9451) + chr(0b1110 + 0o37) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xca=g\xd4\x19M\xd4\xa6'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b10001 + 0o124))(chr(0b1110101) + chr(10438 - 10322) + '\146' + '\x2d' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd19f'), chr(0b1010 + 0o132) + '\x65' + '\x63' + chr(0b1101111) + chr(6731 - 6631) + '\x65')('\165' + chr(116) + chr(102) + '\x2d' + chr(2173 - 2117)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xca=g\xd4\x05'), chr(0b1100100) + chr(0b110010 + 0o63) + '\x63' + '\157' + chr(0b1100100) + chr(101))('\165' + chr(0b1000100 + 0o60) + chr(102) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xca=g\xd4\x07'), chr(4031 - 3931) + '\145' + '\x63' + '\x6f' + chr(3750 - 3650) + '\145')('\x75' + '\164' + chr(9416 - 9314) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xca=g\xd4\x13'), chr(100) + '\145' + chr(0b1100011) + chr(0b101010 + 0o105) + '\x64' + '\x65')('\x75' + chr(116) + chr(10107 - 10005) + chr(1344 - 1299) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x19R\xd4p'), chr(6517 - 6417) + '\x65' + chr(0b110010 + 0o61) + '\157' + chr(0b111010 + 0o52) + chr(8578 - 8477))(chr(2869 - 2752) + '\x74' + '\146' + chr(0b10100 + 0o31) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x17^\x91;\x02\x82'), chr(5365 - 5265) + chr(0b1100101) + chr(0b100 + 0o137) + chr(111) + chr(4000 - 3900) + chr(0b1100101))(chr(117) + '\x74' + '\146' + chr(0b101101) + chr(744 - 688)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7(`\xd4\x02r\xf4'), '\x64' + chr(0b101010 + 0o73) + chr(99) + chr(4498 - 4387) + chr(0b11001 + 0o113) + chr(101))(chr(0b1110101) + chr(116) + '\x66' + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3(`\xd4\x02r\xf4'), '\144' + chr(674 - 573) + chr(99) + chr(0b1011111 + 0o20) + '\144' + chr(2656 - 2555))(chr(12411 - 12294) + chr(10996 - 10880) + '\x66' + chr(45) + chr(0b110100 + 0o4))]
pdQOCSV7ubA5 = [ehT0Px3KOsy9('\060' + chr(3743 - 3632) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101001 + 0o6) + chr(49) + chr(0b10000 + 0o42), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\x31' + chr(50), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b101010 + 0o15), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o32), 8), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100110 + 0o21), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\067', 8), ehT0Px3KOsy9(chr(2229 - 2181) + '\157' + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(10444 - 10333) + '\x37', 8)]
if NVAOhSkV_PD8:
xafqLlk3kkUe(_YDLaAqJ5UuX, xafqLlk3kkUe(SXOLrMavuUCe(b"\xed\x16F\x91'V"), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + '\144' + '\x65')(chr(9754 - 9637) + chr(0b100011 + 0o121) + '\x66' + '\x2d' + chr(56)))(ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(456 - 407), 8), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\x1dT\x99uu\x89'), chr(0b100 + 0o140) + chr(637 - 536) + '\143' + chr(0b1101111) + chr(5041 - 4941) + chr(0b1100101))(chr(9286 - 9169) + '\164' + '\x66' + '\x2d' + chr(56)))
xafqLlk3kkUe(pdQOCSV7ubA5, xafqLlk3kkUe(SXOLrMavuUCe(b"\xed\x16F\x91'V"), chr(100) + '\x65' + '\143' + chr(0b110001 + 0o76) + '\144' + '\145')('\x75' + chr(0b1110100) + '\146' + chr(0b101 + 0o50) + chr(1535 - 1479)))(ehT0Px3KOsy9(chr(2242 - 2194) + chr(0b1010010 + 0o35) + chr(0b101101 + 0o4), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\067', 8))
_Mx28rnOouMs = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x11Q\x80=Q'), chr(0b1100100) + chr(0b1000000 + 0o45) + chr(0b10010 + 0o121) + chr(0b1101111) + chr(0b1100100) + chr(8145 - 8044))(chr(6256 - 6139) + chr(116) + '\146' + chr(0b11111 + 0o16) + chr(0b111000)): pdQOCSV7ubA5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x14\\\x93;Q'), chr(1356 - 1256) + '\145' + '\143' + '\157' + '\144' + '\145')('\x75' + chr(219 - 103) + chr(102) + '\055' + chr(1021 - 965)): KNyTy8rYcwji([xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6'), chr(100) + chr(101) + chr(0b1100011) + '\x6f' + chr(5343 - 5243) + '\145')('\165' + chr(116) + '\x66' + chr(1656 - 1611) + chr(0b111000)) for WVxHKyX45z_L in _YDLaAqJ5UuX]), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x08T\x97<L\xc0'), chr(2026 - 1926) + chr(101) + '\143' + chr(0b1100001 + 0o16) + chr(1884 - 1784) + chr(0b100 + 0o141))(chr(5054 - 4937) + chr(0b1110100) + chr(102) + chr(0b101101) + '\x38'): ehT0Px3KOsy9('\060' + '\157' + chr(50), ord("\x08"))}
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + chr(100) + chr(101))('\165' + chr(0b1001100 + 0o50) + chr(0b1100110) + chr(45) + chr(1414 - 1358)))
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\x17B'), '\x64' + chr(101) + chr(99) + '\157' + chr(0b1100100) + chr(101))('\x75' + '\164' + chr(102) + '\055' + chr(0b111000)))(_YDLaAqJ5UuX, **_Mx28rnOouMs)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\x17B'), chr(366 - 266) + chr(0b1100101) + '\143' + '\x6f' + '\144' + chr(1018 - 917))(chr(0b1110101) + chr(0b1110100) + chr(0b11110 + 0o110) + '\055' + chr(2033 - 1977)))([xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9'), chr(3360 - 3260) + chr(101) + chr(0b101111 + 0o64) + chr(0b100000 + 0o117) + '\x64' + chr(0b1 + 0o144))(chr(802 - 685) + chr(12405 - 12289) + chr(102) + chr(45) + '\070') * mPx09rBTrGXR for mPx09rBTrGXR in _Mx28rnOouMs[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x11Q\x80=Q'), chr(1327 - 1227) + '\x65' + '\143' + '\x6f' + chr(100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(9970 - 9868) + chr(45) + chr(0b111000))]], **_Mx28rnOouMs)
try:
ZRkiWQSRtbg4 = ehT0Px3KOsy9(chr(48) + '\x6f' + chr(48), 8)
kSswkTBYPNvZ = 0.0
for WVxHKyX45z_L in vQr8gNKaIaWE(PG8bMXxBIdYl):
kdLlxo1qLfs4 = rTVv_D1QF3if.train_docs(kG7vGCqDzyIj, noise_level=EKlzgqC0tT6t, gold_preproc=mNYrMSaKY8zO, max_length=ehT0Px3KOsy9(chr(48) + chr(0b1001000 + 0o47) + chr(48), 8))
if V0SBurRAL3UN:
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x10@\x923N\xc2'), '\144' + '\145' + '\143' + '\x6f' + chr(2659 - 2559) + '\145')('\165' + '\164' + chr(0b1100110) + chr(45) + chr(0b111000)))(V0SBurRAL3UN)
K0ekq1Cj6VMs = eb2I7aEma6r5.minibatch((kG7vGCqDzyIj.make_doc(ESkabQqfQKlV[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x1dM\x80'), '\x64' + '\x65' + '\x63' + chr(10274 - 10163) + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(45) + chr(56))]) for ESkabQqfQKlV in V0SBurRAL3UN), size=ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + '\061' + '\x30', ord("\x08")))
Z4yIacjPtKW7 = ehT0Px3KOsy9(chr(1951 - 1903) + '\x6f' + '\x30', 8)
with xafqLlk3kkUe(yOfuilPq_CoP, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\tQ\x99'), chr(1830 - 1730) + '\x65' + chr(99) + '\x6f' + chr(0b1000000 + 0o44) + chr(0b1100101))(chr(0b1000 + 0o155) + '\164' + chr(102) + chr(0b0 + 0o55) + '\070'))(total=dUu3Zyiu1l7_, leave=ehT0Px3KOsy9(chr(1739 - 1691) + chr(8254 - 8143) + '\060', 8)) as IU1B1de_insx:
eJKWkHA7qzlZ = {}
for dNwAahu8tvoY in xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x11[\x9d7C\xd3\xb6\x8d\xa1\xf5o\xe3\xcbhmO\xee'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + '\x64' + chr(2917 - 2816))(chr(0b1110101) + chr(0b1101100 + 0o10) + '\x66' + chr(45) + chr(0b111000)))(kdLlxo1qLfs4, size=vUD9kCH9I6mb):
if not dNwAahu8tvoY:
continue
(ASpvqKej94Wj, iJM_S18SRgtB) = pZ0NK2y6HRbn(*dNwAahu8tvoY)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\x0ct\xb1<l\xed\xbb\x9c\xca\xf2&'), '\x64' + chr(0b1100101) + chr(4132 - 4033) + '\157' + chr(0b1100100) + '\x65')('\x75' + '\164' + chr(102) + '\x2d' + chr(0b111000)))(ASpvqKej94Wj, iJM_S18SRgtB, sgd=XdKNcYRObPK3, drop=nSwwHEeM4cxI(s3VLk_hjh9Sg), losses=eJKWkHA7qzlZ)
if V0SBurRAL3UN:
kz4Ka3bY0NFL = YyaZ4tpXu4lf(nSwwHEeM4cxI(K0ekq1Cj6VMs))
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\x1d]\x914P\xd4\xb0'), '\144' + chr(0b1100101) + chr(99) + chr(0b1101101 + 0o2) + chr(0b1100100) + chr(101))('\x75' + chr(2405 - 2289) + chr(0b1100110) + chr(45) + chr(0b10110 + 0o42)))(kz4Ka3bY0NFL, sgd=XdKNcYRObPK3, losses=eJKWkHA7qzlZ)
if not ehT0Px3KOsy9(xafqLlk3kkUe(oqhJDdMJfuwx.environ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x1dA'), '\144' + chr(5088 - 4987) + chr(0b111110 + 0o45) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1110101) + '\164' + chr(0b1000101 + 0o41) + chr(0b101101) + chr(1259 - 1203)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc87r\xab\x13p\xee\x90\xab\xba\xdbO'), '\x64' + chr(0b110 + 0o137) + '\x63' + chr(0b1101111) + chr(0b1010010 + 0o22) + chr(0b1100101))(chr(0b10 + 0o163) + '\x74' + chr(102) + chr(505 - 460) + chr(56)), ehT0Px3KOsy9('\060' + '\x6f' + chr(48), 8))):
xafqLlk3kkUe(IU1B1de_insx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\x0ct\xb1<l\xed\xbb\x9c\xca\xf2&'), '\x64' + chr(1994 - 1893) + chr(8789 - 8690) + chr(0b1101111) + chr(0b110 + 0o136) + chr(0b1100101))(chr(117) + '\x74' + chr(4922 - 4820) + chr(0b10110 + 0o27) + '\070'))(xkxBmo49x2An((c2A0yzQpDQB3(JCpEgna6NeKD) for JCpEgna6NeKD in ASpvqKej94Wj)))
Z4yIacjPtKW7 += xkxBmo49x2An((c2A0yzQpDQB3(JCpEgna6NeKD) for JCpEgna6NeKD in ASpvqKej94Wj))
with xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\x0bP\xab%C\xd5\xb4\x88\x8d'), chr(9235 - 9135) + chr(0b1100101) + chr(99) + '\157' + '\144' + chr(8885 - 8784))(chr(117) + '\x74' + chr(0b1010011 + 0o23) + '\055' + chr(56)))(xafqLlk3kkUe(XdKNcYRObPK3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x0eP\x864E\xc2\xa6'), '\x64' + chr(0b1100101) + '\x63' + chr(0b111011 + 0o64) + chr(100) + '\x65')('\165' + chr(116) + '\146' + chr(0b101000 + 0o5) + chr(877 - 821)))):
xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1dA\xab0L\xd1\x8a\x89\x91\xf0'), '\144' + chr(0b1100101) + chr(99) + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + '\x74' + '\x66' + '\055' + '\x38'))(ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(445 - 397), 8))
PKzqx9GYSl2P = pybif4rGbt58 / (xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x17Q\x919\x07\xc3'), chr(100) + '\145' + chr(6102 - 6003) + '\157' + chr(0b1100100) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(920 - 875) + chr(56)) % WVxHKyX45z_L)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x17j\x90<Q\xcc'), chr(100) + chr(0b1100101) + chr(1005 - 906) + chr(1873 - 1762) + chr(0b1100100) + chr(101))(chr(117) + chr(116) + '\x66' + chr(0b101101) + chr(56)))(PKzqx9GYSl2P)
eDAyVGwBMmn_ = eb2I7aEma6r5.load_model_from_path(PKzqx9GYSl2P)
for Nbms0zVeVwTn in ZgOzH16wTOy0:
for (AIvJRzLdDfgF, M5lXaa6RJI35) in xafqLlk3kkUe(eDAyVGwBMmn_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x11E\x919K\xc9\xb0'), chr(100) + '\x65' + '\143' + '\x6f' + chr(0b100011 + 0o101) + chr(101))(chr(13404 - 13287) + '\164' + '\146' + chr(45) + '\x38')):
if lot1PSoAwYhj(M5lXaa6RJI35, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\x1eR'), chr(100) + chr(101) + '\143' + chr(1159 - 1048) + '\x64' + '\145')(chr(6437 - 6320) + '\164' + '\146' + '\055' + '\070')):
M5lXaa6RJI35.VUGOL5I886yF[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x1dT\x99\nU\xce\xb1\x91\x96'), chr(4097 - 3997) + chr(0b1100101) + chr(4283 - 4184) + chr(0b1011000 + 0o27) + chr(8494 - 8394) + '\x65')(chr(0b1110101) + chr(116) + '\146' + '\055' + chr(0b1100 + 0o54))] = Nbms0zVeVwTn
wrpCB49dRITg = YyaZ4tpXu4lf(rTVv_D1QF3if.dev_docs(eDAyVGwBMmn_, gold_preproc=mNYrMSaKY8zO))
P0gjOFw2Kt3o = xkxBmo49x2An((c2A0yzQpDQB3(onXuAVKqljKu[ehT0Px3KOsy9('\060' + chr(111) + '\060', 8)]) for onXuAVKqljKu in wrpCB49dRITg))
tSzPDN5a8DrS = gY2Es2eMB1I_()
cEFHJoiTnuQa = eDAyVGwBMmn_.evaluate(wrpCB49dRITg, TMWkbl3B9xkv)
uUD8Lnay0gGi = gY2Es2eMB1I_()
if ZS1_omZErF0x < ehT0Px3KOsy9(chr(48) + chr(7783 - 7672) + chr(0b110000), 8):
U15o5XMuDDan = None
svglOS_VHiD0 = P0gjOFw2Kt3o / (uUD8Lnay0gGi - tSzPDN5a8DrS)
else:
U15o5XMuDDan = P0gjOFw2Kt3o / (uUD8Lnay0gGi - tSzPDN5a8DrS)
with xafqLlk3kkUe(JC8lDcRGu6X6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\x0bP\xab1G\xd1\xbc\x86\x9b'), chr(0b1100100) + chr(0b110000 + 0o65) + chr(9629 - 9530) + chr(0b1 + 0o156) + chr(0b111111 + 0o45) + chr(3032 - 2931))(chr(3210 - 3093) + chr(0b100000 + 0o124) + chr(0b10011 + 0o123) + chr(1803 - 1758) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\x08@'), chr(9689 - 9589) + chr(4996 - 4895) + chr(0b1100011) + chr(0b111 + 0o150) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(4921 - 4805) + chr(4125 - 4023) + '\055' + chr(0b111000))):
eDAyVGwBMmn_ = eb2I7aEma6r5.load_model_from_path(PKzqx9GYSl2P)
for (AIvJRzLdDfgF, M5lXaa6RJI35) in xafqLlk3kkUe(eDAyVGwBMmn_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x11E\x919K\xc9\xb0'), chr(0b1100100) + chr(101) + chr(7943 - 7844) + chr(111) + '\x64' + chr(8042 - 7941))(chr(0b10100 + 0o141) + '\164' + chr(0b1100110) + chr(0b101101) + chr(2409 - 2353))):
if lot1PSoAwYhj(M5lXaa6RJI35, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\x1eR'), chr(0b1001100 + 0o30) + chr(0b1001 + 0o134) + chr(0b101001 + 0o72) + chr(111) + chr(0b1100100) + '\145')('\165' + chr(0b100000 + 0o124) + '\146' + chr(0b10100 + 0o31) + '\x38')):
M5lXaa6RJI35.VUGOL5I886yF[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x1dT\x99\nU\xce\xb1\x91\x96'), '\x64' + chr(101) + chr(0b111010 + 0o51) + chr(0b1100010 + 0o15) + chr(0b111001 + 0o53) + chr(8087 - 7986))('\165' + chr(116) + '\x66' + '\x2d' + chr(0b111000))] = Nbms0zVeVwTn
wrpCB49dRITg = YyaZ4tpXu4lf(rTVv_D1QF3if.dev_docs(eDAyVGwBMmn_, gold_preproc=mNYrMSaKY8zO))
tSzPDN5a8DrS = gY2Es2eMB1I_()
cEFHJoiTnuQa = eDAyVGwBMmn_.evaluate(wrpCB49dRITg)
uUD8Lnay0gGi = gY2Es2eMB1I_()
svglOS_VHiD0 = P0gjOFw2Kt3o / (uUD8Lnay0gGi - tSzPDN5a8DrS)
HCxEnYbRqMDg = pybif4rGbt58 / (xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x17Q\x919\x07\xc3'), '\x64' + '\145' + chr(0b10110 + 0o115) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(1369 - 1267) + chr(1411 - 1366) + chr(0b111000)) % WVxHKyX45z_L) / xafqLlk3kkUe(SXOLrMavuUCe(b"\xe5\x1bV\x81'C\xc4\xac\xcb\x94\xe4y\xd2"), '\x64' + '\145' + '\x63' + chr(9180 - 9069) + chr(100) + chr(0b1100101))('\x75' + chr(12304 - 12188) + chr(0b1100110) + '\055' + '\070')
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\n\\\x800}\xcd\xa6\x8a\x90'), chr(0b110000 + 0o64) + chr(10066 - 9965) + chr(99) + chr(0b1101111) + chr(6091 - 5991) + chr(1451 - 1350))('\165' + '\x74' + chr(0b1100110) + '\x2d' + chr(56)))(HCxEnYbRqMDg, xafqLlk3kkUe(cEFHJoiTnuQa, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1bZ\x860Q'), chr(100) + chr(0b1100101) + chr(0b1001001 + 0o32) + chr(111) + chr(0b1100100) + '\145')('\165' + chr(4057 - 3941) + '\x66' + chr(0b101010 + 0o3) + chr(56))))
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8\x19[\x93'), '\144' + chr(101) + chr(99) + chr(0b111101 + 0o62) + '\x64' + chr(0b1100101))(chr(117) + '\x74' + chr(2849 - 2747) + chr(1883 - 1838) + '\070')] = kG7vGCqDzyIj.ZH6CblBpklA9
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x11E\x919K\xc9\xb0'), chr(0b1100100) + chr(0b1010011 + 0o22) + chr(2410 - 2311) + '\157' + chr(0b1100001 + 0o3) + '\145')('\x75' + chr(1750 - 1634) + chr(0b11101 + 0o111) + chr(1441 - 1396) + '\070')] = kG7vGCqDzyIj.pipe_names
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x08T\x97,}\xd1\xb0\x97\x8d\xfey\xd2'), '\144' + '\145' + chr(0b1001 + 0o132) + chr(5058 - 4947) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1000000 + 0o64) + chr(1298 - 1196) + chr(45) + chr(0b11001 + 0o37))] = xafqLlk3kkUe(SXOLrMavuUCe(b'\xbaE\x10\x87'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + '\144' + '\145')('\x75' + '\x74' + chr(0b100010 + 0o104) + chr(515 - 470) + '\x38') % MQvLFakSK3Ve.__version__
if Nbms0zVeVwTn == ehT0Px3KOsy9(chr(1413 - 1365) + chr(0b1011101 + 0o22) + chr(49), 8):
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x08P\x911'), '\x64' + chr(4702 - 4601) + '\143' + chr(11700 - 11589) + chr(0b111111 + 0o45) + '\145')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000))] = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x0fZ\x861Q'), '\x64' + chr(0b1010011 + 0o22) + chr(419 - 320) + chr(0b1001000 + 0o47) + '\144' + '\145')(chr(117) + '\164' + chr(102) + '\x2d' + '\x38'): P0gjOFw2Kt3o, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\x08@'), '\x64' + '\x65' + chr(0b1100011) + chr(111) + chr(202 - 102) + '\x65')(chr(0b1110101) + chr(116) + chr(6190 - 6088) + chr(0b101101) + '\x38'): svglOS_VHiD0, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x08@'), '\x64' + chr(8374 - 8273) + '\143' + chr(111) + chr(6393 - 6293) + chr(0b1100101))(chr(0b1110101) + chr(8704 - 8588) + chr(102) + chr(0b101101) + chr(56)): U15o5XMuDDan}
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b"\xe5\x1bV\x81'C\xc4\xac"), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b1110 + 0o141) + chr(100) + chr(101))(chr(0b1101111 + 0o6) + chr(0b1 + 0o163) + chr(0b1100110) + chr(1984 - 1939) + chr(56))] = cEFHJoiTnuQa.scores
else:
xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1dA\x900D\xc6\xa0\x89\x8a'), chr(0b1100100) + chr(0b101000 + 0o75) + '\143' + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + '\164' + chr(1392 - 1290) + '\x2d' + chr(81 - 25)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x1dT\x99\nC\xc4\xb6\x90\x8c\xf6u\xc5'), chr(4201 - 4101) + '\145' + chr(9116 - 9017) + chr(10841 - 10730) + chr(0b100011 + 0o101) + chr(7493 - 7392))('\165' + chr(116) + chr(9701 - 9599) + chr(0b11010 + 0o23) + chr(0b111000)), {})
xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1dA\x900D\xc6\xa0\x89\x8a'), '\x64' + chr(0b11000 + 0o115) + chr(0b100001 + 0o102) + '\x6f' + chr(0b1100100) + chr(0b1100100 + 0o1))(chr(1787 - 1670) + chr(0b1110100) + '\146' + chr(0b1000 + 0o45) + chr(0b101101 + 0o13)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x1dT\x99\nQ\xd7\xb0\x80\x9a'), chr(0b1100100) + chr(0b1100101) + chr(0b1000000 + 0o43) + '\157' + '\144' + '\x65')(chr(0b111011 + 0o72) + chr(0b10101 + 0o137) + chr(0b1100110) + chr(0b101101) + chr(56)), {})
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x1dT\x99\nC\xc4\xb6\x90\x8c\xf6u\xc5'), '\x64' + chr(0b101010 + 0o73) + chr(5736 - 5637) + '\157' + '\x64' + '\145')(chr(4731 - 4614) + chr(323 - 207) + chr(0b1100110) + chr(0b101101) + '\070')][Nbms0zVeVwTn] = cEFHJoiTnuQa.scores
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x1dT\x99\nQ\xd7\xb0\x80\x9a'), '\x64' + chr(7212 - 7111) + chr(6833 - 6734) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(1702 - 1585) + chr(116) + '\x66' + chr(0b101101) + '\x38')][Nbms0zVeVwTn] = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x0fZ\x861Q'), '\144' + chr(0b1100101 + 0o0) + chr(0b1001011 + 0o30) + chr(111) + '\x64' + chr(0b1100101))('\165' + chr(8554 - 8438) + chr(102) + chr(0b101101) + chr(378 - 322)): P0gjOFw2Kt3o, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\x08@'), chr(0b101011 + 0o71) + '\x65' + '\x63' + chr(6476 - 6365) + '\144' + chr(101))(chr(117) + '\164' + chr(0b1100110) + '\055' + chr(295 - 239)): svglOS_VHiD0, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x08@'), '\144' + '\x65' + chr(0b111101 + 0o46) + chr(0b1101111) + chr(0b1011101 + 0o7) + chr(0b1100101))(chr(0b10000 + 0o145) + '\164' + chr(8399 - 8297) + '\055' + '\x38'): U15o5XMuDDan}
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\x1dV\x80:P\xd4'), chr(0b1100100) + '\x65' + chr(0b1001 + 0o132) + '\x6f' + chr(0b1100100) + '\x65')(chr(4504 - 4387) + '\164' + '\146' + '\055' + '\070')] = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x11Q\x80='), '\144' + '\145' + chr(0b100 + 0o137) + chr(4580 - 4469) + '\144' + chr(7572 - 7471))(chr(9329 - 9212) + chr(116) + chr(0b1100110) + chr(0b1000 + 0o45) + '\x38'): kG7vGCqDzyIj.vocab.vectors_length, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\x1dV\x80:P\xd4'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(45) + chr(1801 - 1745)): c2A0yzQpDQB3(kG7vGCqDzyIj.vocab.vectors), xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\x1dL\x87'), chr(0b1100100) + chr(0b1010101 + 0o20) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(8551 - 8435) + chr(102) + chr(45) + chr(1070 - 1014)): kG7vGCqDzyIj.vocab.vectors.n_keys, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x19X\x91'), chr(100) + chr(101) + chr(0b100110 + 0o75) + '\157' + chr(0b11010 + 0o112) + '\145')(chr(12507 - 12390) + '\x74' + chr(0b1100110) + '\x2d' + '\x38'): kG7vGCqDzyIj.vocab.vectors.AIvJRzLdDfgF}
xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1dA\x900D\xc6\xa0\x89\x8a'), chr(100) + chr(101) + chr(5195 - 5096) + chr(0b1101111) + chr(0b1100100) + chr(101))('\165' + chr(0b1111 + 0o145) + chr(0b1010110 + 0o20) + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x19X\x91'), chr(0b11111 + 0o105) + chr(9938 - 9837) + '\x63' + chr(0b0 + 0o157) + chr(0b1100100) + chr(0b1100101))('\165' + chr(1272 - 1156) + chr(102) + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x17Q\x919\x07\xc3'), '\144' + '\145' + chr(99) + '\x6f' + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(129 - 84) + chr(967 - 911)) % WVxHKyX45z_L)
xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1dA\x900D\xc6\xa0\x89\x8a'), chr(0b1100100) + chr(101) + chr(3148 - 3049) + chr(0b1101111) + '\144' + chr(2863 - 2762))(chr(0b1110101) + chr(4960 - 4844) + chr(5030 - 4928) + chr(266 - 221) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\x1dG\x87<M\xc9'), chr(0b1100100) + chr(1927 - 1826) + chr(0b1100011) + chr(0b1101111) + chr(0b111 + 0o135) + chr(8662 - 8561))(chr(117) + chr(0b101111 + 0o105) + '\x66' + chr(0b101101) + chr(2746 - 2690)), cpMfQ_4_Vb7C)
ajt7ovKDhMcy = pybif4rGbt58 / (xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x17Q\x919\x07\xc3'), chr(0b1100100) + '\145' + '\x63' + chr(8143 - 8032) + chr(100) + '\145')('\x75' + chr(116) + chr(102) + chr(0b101101) + chr(56)) % WVxHKyX45z_L) / xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x1dA\x95{H\xd4\xba\x8b'), chr(0b110 + 0o136) + chr(0b1100101) + chr(0b100011 + 0o100) + '\157' + '\x64' + chr(0b1100101))(chr(0b1101001 + 0o14) + chr(8780 - 8664) + '\146' + '\055' + '\x38')
xafqLlk3kkUe(ofUnO0upCeVG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\n\\\x800}\xcd\xa6\x8a\x90'), chr(100) + '\x65' + '\x63' + chr(4896 - 4785) + chr(7699 - 7599) + chr(0b1100001 + 0o4))(chr(117) + chr(0b1100001 + 0o23) + chr(8197 - 8095) + chr(45) + chr(56)))(ajt7ovKDhMcy, Ddxy_ihdYXS3)
xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x1dA\xab0L\xd1\x8a\x89\x91\xf0'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))(chr(0b1110100 + 0o1) + '\x74' + chr(7723 - 7621) + chr(862 - 817) + chr(81 - 25)))(j5jgrsOGZdZ4)
Vvaid42SSlzd = WJ5zsy_UThJT(WVxHKyX45z_L, eJKWkHA7qzlZ, cEFHJoiTnuQa.scores, beam_width=Nbms0zVeVwTn if NVAOhSkV_PD8 else None, cpu_wps=svglOS_VHiD0, gpu_wps=U15o5XMuDDan)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\x17B'), '\144' + chr(0b1100101) + '\143' + '\157' + '\144' + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(306 - 261) + chr(56)))(Vvaid42SSlzd, **_Mx28rnOouMs)
if LN_xLq4pdSB_ is not None:
krYUrNXq12sl = XCX6OCNNO1K9(Ddxy_ihdYXS3)
if krYUrNXq12sl < kSswkTBYPNvZ:
ZRkiWQSRtbg4 += ehT0Px3KOsy9(chr(48) + chr(3370 - 3259) + chr(0b110001), 8)
else:
ZRkiWQSRtbg4 = ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000), 8)
kSswkTBYPNvZ = krYUrNXq12sl
if ZRkiWQSRtbg4 >= LN_xLq4pdSB_:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), chr(100) + chr(1805 - 1704) + '\x63' + chr(2637 - 2526) + chr(0b1010 + 0o132) + chr(101))('\x75' + chr(584 - 468) + chr(9233 - 9131) + chr(45) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x19G\x98,\x02\xd4\xa1\x8a\x8e\xe7\x7f\xd2\xdb+?I\xf8\xe8\x95+R\xf9\xd6\xbb\xc9\x8e\xdd\xc5\xcb\xb0\x0c\xb7\x0b*f\x9b'), chr(0b110101 + 0o57) + chr(8750 - 8649) + chr(0b10100 + 0o117) + chr(5304 - 5193) + chr(7226 - 7126) + chr(0b1100101))('\165' + chr(0b1110100) + chr(2242 - 2140) + '\x2d' + chr(871 - 815)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(0b1100100) + '\145' + chr(0b11011 + 0o110) + chr(0b101101 + 0o102) + chr(0b110010 + 0o62) + chr(101))(chr(0b1110010 + 0o3) + chr(0b1110100) + '\146' + chr(799 - 754) + chr(0b111000)))(WVxHKyX45z_L - ZRkiWQSRtbg4))
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x10\x04\x86\x1cL\xd1\xb2\xd1\xc6\xdft'), '\x64' + '\x65' + chr(99) + '\157' + chr(100) + chr(9734 - 9633))('\165' + chr(6867 - 6751) + chr(2501 - 2399) + '\x2d' + chr(56)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\x1dF\x80uQ\xc4\xba\x97\x9b\xb7+\x9c\xc7z$\x0b\xdb\xf2\x8fjW\xad\xda\xbd\xcd\x88\xd5\xde\xcc\xff\x0b\xe4Bir\x94\xc0HB\xa4\x03H'), chr(8128 - 8028) + '\x65' + '\143' + chr(0b1101111) + chr(0b11001 + 0o113) + chr(3419 - 3318))('\x75' + '\x74' + chr(0b1011000 + 0o16) + chr(0b1101 + 0o40) + chr(0b1 + 0o67)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x17G\x994V'), chr(100) + '\145' + chr(0b111000 + 0o53) + chr(0b1000110 + 0o51) + '\144' + chr(0b1100101))(chr(5939 - 5822) + chr(0b1110100) + chr(102) + chr(0b101101 + 0o0) + chr(56)))(kSswkTBYPNvZ, krYUrNXq12sl))
break
finally:
with xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\x0bP\xab%C\xd5\xb4\x88\x8d'), chr(1052 - 952) + chr(0b1100101) + '\x63' + chr(111) + '\x64' + chr(8038 - 7937))(chr(7284 - 7167) + chr(11713 - 11597) + chr(0b1100110) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(XdKNcYRObPK3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x0eP\x864E\xc2\xa6'), chr(0b1100100) + '\145' + '\x63' + '\157' + chr(8651 - 8551) + chr(0b1100101))(chr(5727 - 5610) + chr(5072 - 4956) + '\x66' + chr(1201 - 1156) + chr(0b110011 + 0o5)))):
pB2HEE03eIwv = pybif4rGbt58 / xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x17Q\x919\x0f\xc1\xbc\x8b\x9f\xfb'), '\x64' + chr(101) + chr(0b101 + 0o136) + '\x6f' + chr(0b1010101 + 0o17) + chr(0b1100101))(chr(117) + chr(116) + chr(0b1010101 + 0o21) + '\x2d' + chr(1032 - 976))
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x17j\x90<Q\xcc'), '\x64' + chr(3446 - 3345) + chr(2478 - 2379) + '\x6f' + chr(0b1011011 + 0o11) + chr(0b1100101))(chr(1138 - 1021) + chr(13199 - 13083) + chr(102) + chr(0b101101) + chr(56)))(pB2HEE03eIwv)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x17Z\x90'), chr(0b1100100) + '\145' + '\x63' + '\x6f' + chr(0b10100 + 0o120) + chr(7603 - 7502))(chr(117) + chr(3000 - 2884) + chr(0b10010 + 0o124) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b"\xd7\x19C\x911\x02\xca\xba\x81\x9b\xfb6\xc8\xd3'p^\xe9\xeb\x94\x7f\x1b\xe9\xda\xbb\xcd\x99\xc0\xc5\xd7\xe9"), chr(455 - 355) + chr(101) + '\x63' + '\x6f' + '\x64' + chr(0b10011 + 0o122))(chr(117) + chr(0b1110100) + '\146' + chr(0b11100 + 0o21) + chr(56)), pB2HEE03eIwv)
with xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8\x17T\x90<L\xc0'), '\144' + '\x65' + '\x63' + chr(0b1101111 + 0o0) + chr(0b1100100) + chr(0b100111 + 0o76))(chr(117) + chr(116) + chr(102) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\nP\x95!K\xc9\xb2\xc5\x9c\xf2e\xc8\x9cjpO\xf8\xf7\xcf%\x15'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(9926 - 9815) + chr(7554 - 7454) + chr(101))(chr(9308 - 9191) + '\164' + '\x66' + chr(643 - 598) + chr(0b111000))):
pnC2ejnQ6DLe = Effg_e8M7nRl(Ddxy_ihdYXS3, pybif4rGbt58, kG7vGCqDzyIj.pipe_names)
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x17Z\x90'), chr(0b10111 + 0o115) + chr(2000 - 1899) + chr(99) + chr(3943 - 3832) + chr(8646 - 8546) + chr(0b1100101))(chr(0b1001110 + 0o47) + '\x74' + '\x66' + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\nP\x95!G\xc3\xf5\x87\x9b\xe4b\x9c\xd1h{N\xf1'), chr(0b1001010 + 0o32) + chr(101) + chr(99) + chr(5632 - 5521) + chr(0b1001000 + 0o34) + chr(0b1100101))(chr(117) + chr(0b1 + 0o163) + chr(102) + chr(930 - 885) + '\070'), pnC2ejnQ6DLe)
|
explosion/spaCy
|
spacy/cli/train.py
|
_score_for_model
|
def _score_for_model(meta):
""" Returns mean score between tasks in pipeline that can be used for early stopping. """
mean_acc = list()
pipes = meta["pipeline"]
acc = meta["accuracy"]
if "tagger" in pipes:
mean_acc.append(acc["tags_acc"])
if "parser" in pipes:
mean_acc.append((acc["uas"] + acc["las"]) / 2)
if "ner" in pipes:
mean_acc.append((acc["ents_p"] + acc["ents_r"] + acc["ents_f"]) / 3)
return sum(mean_acc) / len(mean_acc)
|
python
|
def _score_for_model(meta):
""" Returns mean score between tasks in pipeline that can be used for early stopping. """
mean_acc = list()
pipes = meta["pipeline"]
acc = meta["accuracy"]
if "tagger" in pipes:
mean_acc.append(acc["tags_acc"])
if "parser" in pipes:
mean_acc.append((acc["uas"] + acc["las"]) / 2)
if "ner" in pipes:
mean_acc.append((acc["ents_p"] + acc["ents_r"] + acc["ents_f"]) / 3)
return sum(mean_acc) / len(mean_acc)
|
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Returns mean score between tasks in pipeline that can be used for early stopping.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/train.py#L371-L382
|
train
|
Returns the mean score between tasks in pipeline that can be used for early stopping.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b1110 + 0o50) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b110011) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(234 - 186) + chr(0b1101111) + '\x33' + '\067' + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(82 - 31) + chr(2169 - 2120) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(905 - 850) + chr(55), 59362 - 59354), ehT0Px3KOsy9(chr(1210 - 1162) + chr(0b1101111) + chr(51) + chr(0b100100 + 0o20) + chr(0b1001 + 0o50), 37545 - 37537), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(666 - 614) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(821 - 772) + '\x33' + chr(50), 49921 - 49913), ehT0Px3KOsy9(chr(674 - 626) + '\x6f' + chr(0b110011) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b11000 + 0o35) + chr(0b100011 + 0o22), 35690 - 35682), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(2228 - 2178) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b10010 + 0o41) + chr(49) + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + '\x31' + chr(0b10101 + 0o40) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(55) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3059 - 2948) + chr(49) + chr(0b1000 + 0o55) + '\x31', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b11000 + 0o33) + chr(1571 - 1516), 0o10), ehT0Px3KOsy9(chr(593 - 545) + '\157' + chr(1558 - 1507) + chr(49), 58847 - 58839), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + chr(0b110011) + chr(0b10011 + 0o42) + chr(1372 - 1320), 14514 - 14506), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1570 - 1519) + '\067' + chr(0b11 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\063' + chr(0b110011 + 0o1), 61408 - 61400), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\x34' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10111 + 0o33) + chr(0b110110) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10100 + 0o36) + '\065' + '\061', 41455 - 41447), ehT0Px3KOsy9('\x30' + chr(9771 - 9660) + chr(2038 - 1988) + chr(0b100001 + 0o22) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(50) + '\x33', 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(0b110011) + chr(252 - 201) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5209 - 5098) + chr(51) + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(1332 - 1277) + '\066', 1060 - 1052), ehT0Px3KOsy9(chr(627 - 579) + '\157' + chr(0b110001) + chr(0b110001) + chr(0b110000), 38021 - 38013), ehT0Px3KOsy9('\x30' + chr(11470 - 11359) + '\061' + '\x36' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2083 - 2033) + chr(1555 - 1505) + chr(1431 - 1379), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10721 - 10610) + chr(0b100001 + 0o21) + chr(1492 - 1440), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(3389 - 3278) + '\x31' + chr(0b1100 + 0o44) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(183 - 132) + chr(0b101100 + 0o5) + chr(146 - 97), 0o10), ehT0Px3KOsy9('\x30' + chr(5061 - 4950) + chr(294 - 245) + chr(0b10 + 0o60) + chr(395 - 340), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b101001 + 0o11) + '\x31' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(54), 46468 - 46460), ehT0Px3KOsy9(chr(48) + chr(111) + chr(814 - 759) + '\x32', 48601 - 48593), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(49) + '\x33' + '\x37', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b']'), chr(0b1100100) + '\145' + '\x63' + '\157' + '\144' + chr(0b1100101))(chr(2783 - 2666) + '\x74' + chr(0b1100110) + chr(45) + chr(1325 - 1269)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def XCX6OCNNO1K9(Ddxy_ihdYXS3):
CITYl7vbS8XF = YyaZ4tpXu4lf()
kIESUo9ePqCi = Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x030\x8ft\xa7V\x8fE'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + '\144' + '\x65')('\165' + chr(0b1110100) + chr(0b111000 + 0o56) + '\055' + chr(0b111000))]
jIDym3yABcdT = Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x12:\x9cd\xb9^\x82Y'), chr(0b11110 + 0o106) + chr(0b1111 + 0o126) + '\x63' + '\x6f' + '\x64' + '\145')(chr(8644 - 8527) + '\x74' + '\146' + chr(121 - 76) + chr(0b1000 + 0o60))]
if xafqLlk3kkUe(SXOLrMavuUCe(b'\x078\x98v\xaeM'), chr(3456 - 3356) + chr(5640 - 5539) + chr(407 - 308) + chr(9086 - 8975) + '\144' + '\145')('\x75' + chr(12759 - 12643) + chr(102) + chr(1792 - 1747) + chr(2085 - 2029)) in kIESUo9ePqCi:
xafqLlk3kkUe(CITYl7vbS8XF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12)\x8ft\xa5['), chr(1437 - 1337) + '\145' + chr(99) + chr(0b1011100 + 0o23) + chr(0b1001010 + 0o32) + chr(101))(chr(0b10001 + 0o144) + '\164' + chr(10169 - 10067) + '\x2d' + '\x38'))(jIDym3yABcdT[xafqLlk3kkUe(SXOLrMavuUCe(b'\x078\x98b\x94^\x82C'), '\x64' + '\145' + chr(0b1011011 + 0o10) + chr(0b1101111) + chr(0b110100 + 0o60) + chr(9505 - 9404))('\165' + chr(116) + '\x66' + '\055' + '\070')])
if xafqLlk3kkUe(SXOLrMavuUCe(b'\x038\x8db\xaeM'), '\x64' + '\x65' + chr(99) + chr(3614 - 3503) + chr(2152 - 2052) + chr(101))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b10001 + 0o34) + '\x38') in kIESUo9ePqCi:
xafqLlk3kkUe(CITYl7vbS8XF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12)\x8ft\xa5['), chr(100) + '\145' + chr(9704 - 9605) + chr(0b1101111) + chr(0b1011 + 0o131) + chr(0b1001110 + 0o27))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))((jIDym3yABcdT[xafqLlk3kkUe(SXOLrMavuUCe(b'\x068\x8c'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(0b10101 + 0o117) + '\x65')('\165' + chr(7627 - 7511) + '\x66' + chr(574 - 529) + chr(0b111000))] + jIDym3yABcdT[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f8\x8c'), chr(0b11011 + 0o111) + '\x65' + '\143' + '\x6f' + '\144' + '\x65')(chr(117) + chr(116) + chr(1639 - 1537) + chr(45) + chr(2696 - 2640))]) / ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32', 0b1000))
if xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d<\x8d'), chr(979 - 879) + chr(0b11101 + 0o110) + '\x63' + '\x6f' + '\x64' + chr(6096 - 5995))(chr(0b1110101) + chr(0b101000 + 0o114) + chr(0b1011010 + 0o14) + '\x2d' + '\070') in kIESUo9ePqCi:
xafqLlk3kkUe(CITYl7vbS8XF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12)\x8ft\xa5['), '\144' + chr(0b100000 + 0o105) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')('\165' + '\164' + chr(3930 - 3828) + '\x2d' + chr(0b101110 + 0o12)))((jIDym3yABcdT[xafqLlk3kkUe(SXOLrMavuUCe(b'\x167\x8bb\x94O'), '\x64' + '\x65' + '\143' + chr(0b1010000 + 0o37) + chr(0b10001 + 0o123) + chr(0b1000111 + 0o36))('\165' + '\164' + chr(0b1100100 + 0o2) + chr(0b11110 + 0o17) + chr(0b111000))] + jIDym3yABcdT[xafqLlk3kkUe(SXOLrMavuUCe(b'\x167\x8bb\x94M'), '\144' + chr(0b1100101) + chr(0b111110 + 0o45) + chr(111) + chr(0b1100100) + '\145')(chr(0b10110 + 0o137) + chr(0b1110100) + '\x66' + chr(602 - 557) + chr(0b0 + 0o70))] + jIDym3yABcdT[xafqLlk3kkUe(SXOLrMavuUCe(b'\x167\x8bb\x94Y'), '\x64' + chr(0b1100101) + chr(0b1010 + 0o131) + '\x6f' + '\x64' + chr(3434 - 3333))(chr(0b1110101) + chr(10926 - 10810) + '\x66' + '\x2d' + chr(0b100110 + 0o22))]) / ehT0Px3KOsy9('\x30' + chr(12307 - 12196) + chr(0b10101 + 0o36), 0o10))
return xkxBmo49x2An(CITYl7vbS8XF) / c2A0yzQpDQB3(CITYl7vbS8XF)
|
explosion/spaCy
|
spacy/cli/train.py
|
_load_pretrained_tok2vec
|
def _load_pretrained_tok2vec(nlp, loc):
"""Load pre-trained weights for the 'token-to-vector' part of the component
models, which is typically a CNN. See 'spacy pretrain'. Experimental.
"""
with loc.open("rb") as file_:
weights_data = file_.read()
loaded = []
for name, component in nlp.pipeline:
if hasattr(component, "model") and hasattr(component.model, "tok2vec"):
component.tok2vec.from_bytes(weights_data)
loaded.append(name)
return loaded
|
python
|
def _load_pretrained_tok2vec(nlp, loc):
"""Load pre-trained weights for the 'token-to-vector' part of the component
models, which is typically a CNN. See 'spacy pretrain'. Experimental.
"""
with loc.open("rb") as file_:
weights_data = file_.read()
loaded = []
for name, component in nlp.pipeline:
if hasattr(component, "model") and hasattr(component.model, "tok2vec"):
component.tok2vec.from_bytes(weights_data)
loaded.append(name)
return loaded
|
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] |
Load pre-trained weights for the 'token-to-vector' part of the component
models, which is typically a CNN. See 'spacy pretrain'. Experimental.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/train.py#L407-L418
|
train
|
Load pre - trained token - to - vector weights for the component
articles.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2045 - 1997) + '\157' + '\063' + chr(0b110001 + 0o3) + chr(2247 - 2192), 2528 - 2520), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b0 + 0o65) + chr(0b100010 + 0o16), 0b1000), ehT0Px3KOsy9(chr(172 - 124) + '\x6f' + chr(49) + '\067' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x36' + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100011 + 0o20) + '\067' + chr(0b10100 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(48) + chr(0b110111), 54182 - 54174), ehT0Px3KOsy9('\060' + chr(3484 - 3373) + '\x31' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\x31' + chr(0b110111 + 0o0) + chr(0b101010 + 0o13), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + chr(0b11011 + 0o26) + chr(0b110111) + chr(0b100010 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1617 - 1566) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x33' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b110011) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(49) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1734 - 1685) + chr(0b101110 + 0o10) + chr(0b1001 + 0o47), 2903 - 2895), ehT0Px3KOsy9(chr(267 - 219) + chr(6601 - 6490) + '\063' + chr(212 - 157), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b110101) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(4381 - 4270) + '\x32' + chr(2361 - 2312) + '\x36', 0o10), ehT0Px3KOsy9(chr(1374 - 1326) + chr(111) + '\065', 0o10), ehT0Px3KOsy9(chr(570 - 522) + chr(9357 - 9246) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100010 + 0o21) + chr(49) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(0b110011) + chr(0b0 + 0o67) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(53) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5624 - 5513) + '\062' + chr(49), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\062' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11101 + 0o122) + chr(0b110011) + '\x37', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1264 - 1215) + chr(0b11 + 0o57) + chr(53), 37543 - 37535), ehT0Px3KOsy9('\060' + chr(4883 - 4772) + chr(0b110011) + chr(0b10001 + 0o46) + chr(1635 - 1583), 61960 - 61952), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1100101 + 0o12) + '\x33' + '\065', 38046 - 38038), ehT0Px3KOsy9(chr(1626 - 1578) + '\x6f' + chr(51) + chr(0b110011) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(55) + '\x30', 38095 - 38087), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1797 - 1746) + chr(53) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(349 - 299) + chr(52), 24929 - 24921), ehT0Px3KOsy9(chr(601 - 553) + chr(111) + chr(50) + '\x34' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\067' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(984 - 936) + chr(4461 - 4350) + '\063' + chr(0b110111) + '\066', 55787 - 55779), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\063' + chr(0b110100) + '\x34', 5340 - 5332), ehT0Px3KOsy9('\x30' + '\157' + chr(1835 - 1784) + chr(53) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(50) + '\061' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1916 - 1867) + chr(0b110001) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(52 - 4) + chr(0b1101110 + 0o1) + chr(0b110011) + chr(48) + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(279 - 231) + '\x6f' + '\x35' + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9'), chr(0b111000 + 0o54) + '\x65' + '\143' + chr(6225 - 6114) + chr(0b1100100) + '\x65')(chr(0b11111 + 0o126) + '\x74' + '\146' + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ux5oVzfky24P(kG7vGCqDzyIj, MmVY7Id_ODNA):
with xafqLlk3kkUe(MmVY7Id_ODNA, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88X\x1f\xd9'), chr(0b10001 + 0o123) + chr(101) + chr(956 - 857) + chr(0b1011000 + 0o27) + '\x64' + '\x65')(chr(117) + '\164' + '\x66' + chr(0b101101) + chr(2368 - 2312)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x95J'), chr(0b1100100) + chr(0b111110 + 0o47) + chr(3252 - 3153) + chr(7092 - 6981) + chr(100) + chr(6035 - 5934))(chr(12429 - 12312) + chr(0b1110100) + '\x66' + chr(0b11111 + 0o16) + chr(0b111000))) as vOFiaE6LRkQi:
F8Glid2Vg6sq = vOFiaE6LRkQi.U6MiWrhuCi2Y()
KPNLJT5LGB6k = []
for (AIvJRzLdDfgF, M5lXaa6RJI35) in xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97A\n\xd2\x93\xaee\x18'), '\x64' + chr(101) + '\x63' + chr(111) + chr(2820 - 2720) + chr(0b1100101))(chr(0b1000101 + 0o60) + chr(0b111011 + 0o71) + chr(0b1100110) + chr(809 - 764) + chr(0b101000 + 0o20))):
if lot1PSoAwYhj(M5lXaa6RJI35, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8aG\x1e\xd2\x93'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1000110 + 0o36) + '\x65')('\x75' + chr(0b111101 + 0o67) + chr(0b110001 + 0o65) + chr(353 - 308) + '\x38')) and lot1PSoAwYhj(xafqLlk3kkUe(M5lXaa6RJI35, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1cJ\xc1\x8e\xbdQH\x1cL\x91\xaf'), chr(0b1100100) + '\x65' + '\143' + '\157' + chr(0b11010 + 0o112) + chr(6322 - 6221))('\165' + '\164' + chr(0b1100110) + chr(1488 - 1443) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x93G\x11\x85\x89\xa2h'), chr(392 - 292) + chr(0b1100101) + chr(0b11111 + 0o104) + chr(0b1101111) + '\x64' + chr(0b1100101))('\x75' + chr(0b1011111 + 0o25) + chr(0b11110 + 0o110) + chr(45) + '\x38')):
xafqLlk3kkUe(M5lXaa6RJI35.tok2vec, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81Z\x15\xda\xa0\xa5r\t\x1eo'), '\x64' + chr(0b101111 + 0o66) + chr(0b1100011) + chr(0b1001011 + 0o44) + chr(0b1100100) + chr(3256 - 3155))('\165' + '\x74' + '\x66' + chr(0b11000 + 0o25) + chr(0b101111 + 0o11)))(F8Glid2Vg6sq)
xafqLlk3kkUe(KPNLJT5LGB6k, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86X\n\xd2\x91\xa3'), chr(4199 - 4099) + chr(7403 - 7302) + chr(0b1100011) + chr(111) + chr(0b1000100 + 0o40) + chr(0b10101 + 0o120))(chr(117) + chr(0b1000110 + 0o56) + '\x66' + '\055' + chr(3101 - 3045)))(AIvJRzLdDfgF)
return KPNLJT5LGB6k
|
explosion/spaCy
|
spacy/cli/converters/conllu2json.py
|
conllu2json
|
def conllu2json(input_data, n_sents=10, use_morphology=False, lang=None):
"""
Convert conllu files into JSON format for use with train cli.
use_morphology parameter enables appending morphology to tags, which is
useful for languages such as Spanish, where UD tags are not so rich.
Extract NER tags if available and convert them so that they follow
BILUO and the Wikipedia scheme
"""
# by @dvsrepo, via #11 explosion/spacy-dev-resources
# by @katarkor
docs = []
sentences = []
conll_tuples = read_conllx(input_data, use_morphology=use_morphology)
checked_for_ner = False
has_ner_tags = False
for i, (raw_text, tokens) in enumerate(conll_tuples):
sentence, brackets = tokens[0]
if not checked_for_ner:
has_ner_tags = is_ner(sentence[5][0])
checked_for_ner = True
sentences.append(generate_sentence(sentence, has_ner_tags))
# Real-sized documents could be extracted using the comments on the
# conluu document
if len(sentences) % n_sents == 0:
doc = create_doc(sentences, i)
docs.append(doc)
sentences = []
return docs
|
python
|
def conllu2json(input_data, n_sents=10, use_morphology=False, lang=None):
"""
Convert conllu files into JSON format for use with train cli.
use_morphology parameter enables appending morphology to tags, which is
useful for languages such as Spanish, where UD tags are not so rich.
Extract NER tags if available and convert them so that they follow
BILUO and the Wikipedia scheme
"""
# by @dvsrepo, via #11 explosion/spacy-dev-resources
# by @katarkor
docs = []
sentences = []
conll_tuples = read_conllx(input_data, use_morphology=use_morphology)
checked_for_ner = False
has_ner_tags = False
for i, (raw_text, tokens) in enumerate(conll_tuples):
sentence, brackets = tokens[0]
if not checked_for_ner:
has_ner_tags = is_ner(sentence[5][0])
checked_for_ner = True
sentences.append(generate_sentence(sentence, has_ner_tags))
# Real-sized documents could be extracted using the comments on the
# conluu document
if len(sentences) % n_sents == 0:
doc = create_doc(sentences, i)
docs.append(doc)
sentences = []
return docs
|
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] |
Convert conllu files into JSON format for use with train cli.
use_morphology parameter enables appending morphology to tags, which is
useful for languages such as Spanish, where UD tags are not so rich.
Extract NER tags if available and convert them so that they follow
BILUO and the Wikipedia scheme
|
[
"Convert",
"conllu",
"files",
"into",
"JSON",
"format",
"for",
"use",
"with",
"train",
"cli",
".",
"use_morphology",
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"Spanish",
"where",
"UD",
"tags",
"are",
"not",
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"rich",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/converters/conllu2json.py#L9-L37
|
train
|
Convert conllu files into JSON format.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1616 - 1568) + chr(2524 - 2413) + chr(0b110011) + '\066' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x31' + chr(0b101101 + 0o6), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101011 + 0o4) + chr(0b110010) + chr(0b11100 + 0o31) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(805 - 754) + chr(2777 - 2724) + chr(0b10010 + 0o36), 36660 - 36652), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(48), 46929 - 46921), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1110 - 1059) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(7002 - 6891) + '\063' + chr(0b110101) + '\066', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b100 + 0o153) + chr(0b11100 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(1068 - 1020) + '\157' + '\062' + chr(51) + '\064', 9219 - 9211), ehT0Px3KOsy9('\x30' + chr(111) + chr(1235 - 1184) + chr(840 - 792) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1458 - 1410) + '\x6f' + '\x33' + chr(0b101 + 0o53) + '\061', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\x36' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1929 - 1879) + chr(51) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(53) + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + chr(0b110001) + chr(0b11000 + 0o33) + chr(0b11100 + 0o27), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1100 - 1049) + chr(975 - 921) + chr(0b10111 + 0o33), 41627 - 41619), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\066' + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(871 - 760) + chr(0b100011 + 0o20) + chr(49) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2909 - 2798) + chr(0b101010 + 0o10) + '\061' + chr(0b11111 + 0o24), 0o10), ehT0Px3KOsy9(chr(48) + chr(121 - 10) + '\062' + '\x31' + chr(55), 0o10), ehT0Px3KOsy9(chr(2187 - 2139) + chr(0b1101111 + 0o0) + chr(51) + chr(0b110100 + 0o2) + chr(0b110100), 46195 - 46187), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(51) + '\064' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(2034 - 1981) + chr(0b1010 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o51) + '\066' + chr(50), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x37' + '\x37', 32221 - 32213), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(577 - 528) + '\064' + chr(50), 996 - 988), ehT0Px3KOsy9(chr(384 - 336) + chr(0b1101111) + chr(0b1001 + 0o55) + '\064', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\065', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101001 + 0o6) + '\062' + chr(0b110011) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(2041 - 1993) + chr(0b1101111) + '\061' + '\x30' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\066' + chr(2700 - 2645), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + chr(0b1001 + 0o50) + chr(51) + '\x34', 62412 - 62404), ehT0Px3KOsy9('\x30' + '\157' + chr(1963 - 1913) + '\x33' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(497 - 386) + '\067' + '\067', 30108 - 30100), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\062' + chr(0b110 + 0o57), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11271 - 11160) + '\062' + chr(53), 8), ehT0Px3KOsy9('\060' + chr(2977 - 2866) + chr(0b110010) + chr(0b110100) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110110) + chr(416 - 364), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1110 + 0o44) + '\x37' + '\066', 3497 - 3489)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + '\x35' + chr(0b101101 + 0o3), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf'), chr(100) + chr(0b1100101) + chr(0b1011101 + 0o6) + chr(5240 - 5129) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def vb1mrb079M8l(CE7M9xPq0X8s, WgPk4iJAJydA=ehT0Px3KOsy9(chr(586 - 538) + chr(0b10010 + 0o135) + chr(0b110001) + chr(0b10010 + 0o40), ord("\x08")), l1rdNtXPgOYY=ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(1216 - 1168), 0b1000), ZH6CblBpklA9=None):
ASpvqKej94Wj = []
tqdrVw7QhW0i = []
mlqpwzgH_Z6f = IRKs9AtRDOkC(CE7M9xPq0X8s, use_morphology=l1rdNtXPgOYY)
i4uSJYld3A6d = ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(4155 - 4044) + chr(48), 8)
ViW7M9PZqpPx = ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1111 + 0o140) + chr(272 - 224), 8)
for (WVxHKyX45z_L, (V0SBurRAL3UN, Sz7tXxaCGqJ1)) in YlkZvXL8qwsX(mlqpwzgH_Z6f):
(pamQPTGoym5v, w8gyQiVWuQ6w) = Sz7tXxaCGqJ1[ehT0Px3KOsy9(chr(1772 - 1724) + chr(169 - 58) + chr(1134 - 1086), 8)]
if not i4uSJYld3A6d:
ViW7M9PZqpPx = K1REEjls3LKX(pamQPTGoym5v[ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1001111 + 0o40) + chr(2437 - 2384), ord("\x08"))][ehT0Px3KOsy9(chr(0b110000) + chr(2890 - 2779) + chr(255 - 207), 8)])
i4uSJYld3A6d = ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\x31', ord("\x08"))
xafqLlk3kkUe(tqdrVw7QhW0i, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90;\xda\x8dv='), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + '\145')('\165' + '\x74' + chr(102) + '\055' + chr(56)))(O2_zhGjU85zt(pamQPTGoym5v, ViW7M9PZqpPx))
if c2A0yzQpDQB3(tqdrVw7QhW0i) % WgPk4iJAJydA == ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(523 - 475), 8):
JCpEgna6NeKD = WOXnINTgg24c(tqdrVw7QhW0i, WVxHKyX45z_L)
xafqLlk3kkUe(ASpvqKej94Wj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90;\xda\x8dv='), '\x64' + chr(7175 - 7074) + chr(99) + chr(0b101111 + 0o100) + chr(1929 - 1829) + '\x65')(chr(117) + chr(0b100101 + 0o117) + chr(102) + chr(1579 - 1534) + '\070'))(JCpEgna6NeKD)
tqdrVw7QhW0i = []
return ASpvqKej94Wj
|
explosion/spaCy
|
spacy/cli/converters/conllu2json.py
|
is_ner
|
def is_ner(tag):
"""
Check the 10th column of the first token to determine if the file contains
NER tags
"""
tag_match = re.match("([A-Z_]+)-([A-Z_]+)", tag)
if tag_match:
return True
elif tag == "O":
return True
else:
return False
|
python
|
def is_ner(tag):
"""
Check the 10th column of the first token to determine if the file contains
NER tags
"""
tag_match = re.match("([A-Z_]+)-([A-Z_]+)", tag)
if tag_match:
return True
elif tag == "O":
return True
else:
return False
|
[
"def",
"is_ner",
"(",
"tag",
")",
":",
"tag_match",
"=",
"re",
".",
"match",
"(",
"\"([A-Z_]+)-([A-Z_]+)\"",
",",
"tag",
")",
"if",
"tag_match",
":",
"return",
"True",
"elif",
"tag",
"==",
"\"O\"",
":",
"return",
"True",
"else",
":",
"return",
"False"
] |
Check the 10th column of the first token to determine if the file contains
NER tags
|
[
"Check",
"the",
"10th",
"column",
"of",
"the",
"first",
"token",
"to",
"determine",
"if",
"the",
"file",
"contains",
"NER",
"tags"
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/converters/conllu2json.py#L40-L51
|
train
|
Check if the file contains NER tags
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110001) + '\061' + chr(2080 - 2029), ord("\x08")), ehT0Px3KOsy9(chr(1141 - 1093) + '\157' + chr(2304 - 2254) + chr(54) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111101 + 0o62) + chr(0b110001 + 0o1) + '\x37' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110101) + chr(0b10100 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(1541 - 1493) + '\157' + '\061' + '\065' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\065' + chr(1369 - 1315), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110111) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b1001 + 0o47) + chr(0b1001 + 0o55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + chr(49) + '\x36' + chr(52), 55939 - 55931), ehT0Px3KOsy9(chr(1167 - 1119) + chr(111) + '\063' + chr(0b11001 + 0o27) + chr(0b101100 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3581 - 3470) + '\063' + chr(467 - 415) + '\062', 19164 - 19156), ehT0Px3KOsy9('\060' + chr(11909 - 11798) + chr(49) + chr(788 - 740) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1803 - 1755) + '\157' + chr(0b110011) + '\x34' + '\062', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(55) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\067' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(825 - 714) + '\062' + '\x31' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(621 - 570) + chr(2139 - 2090), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(2491 - 2440) + chr(416 - 367), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000001 + 0o56) + chr(0b110000), 6365 - 6357), ehT0Px3KOsy9('\x30' + chr(0b1011100 + 0o23) + '\062' + chr(306 - 253) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1013 - 962) + '\067' + chr(0b11100 + 0o24), 0b1000), ehT0Px3KOsy9(chr(1761 - 1713) + chr(8550 - 8439) + chr(381 - 332) + chr(0b1000 + 0o56) + chr(952 - 899), ord("\x08")), ehT0Px3KOsy9(chr(1244 - 1196) + chr(0b10111 + 0o130) + chr(0b100110 + 0o14) + chr(0b11 + 0o62), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + chr(1963 - 1913) + chr(0b110100) + chr(0b100111 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\061' + '\061', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(622 - 573) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(861 - 811) + chr(1557 - 1504) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b100 + 0o56) + chr(123 - 68), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1926 - 1876) + chr(532 - 477), 0o10), ehT0Px3KOsy9(chr(824 - 776) + '\157' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110000 + 0o1) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(7661 - 7550) + chr(1584 - 1531) + chr(2264 - 2211), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(54) + chr(55), 61257 - 61249), ehT0Px3KOsy9('\060' + chr(111) + chr(2329 - 2280) + chr(2223 - 2168) + chr(0b1111 + 0o47), 51832 - 51824), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\066' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110110) + '\060', 7484 - 7476), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x30' + '\066', 8), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + '\x33' + '\x31' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110 + 0o54) + chr(52) + chr(0b110111), 13526 - 13518)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(48), 13793 - 13785)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'e'), chr(0b11011 + 0o111) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1010000 + 0o44) + '\146' + chr(1883 - 1838) + chr(1319 - 1263)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def K1REEjls3LKX(CPdEsc5O1sf7):
aFZ75OY0Lsi1 = _7u55U49WwX2.match(xafqLlk3kkUe(SXOLrMavuUCe(b'c\xe8\xfc\xc53\xb1\xe1m]\xec\xca\x1f\xa3\x95\xe0\xd6D\xf2)'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + chr(6728 - 6628) + chr(1913 - 1812))(chr(117) + chr(0b1110100) + chr(8796 - 8694) + chr(0b101101) + chr(56)), CPdEsc5O1sf7)
if aFZ75OY0Lsi1:
return ehT0Px3KOsy9(chr(350 - 302) + chr(0b1001001 + 0o46) + chr(0b10100 + 0o35), 0o10)
elif CPdEsc5O1sf7 == xafqLlk3kkUe(SXOLrMavuUCe(b'\x04'), '\x64' + chr(1762 - 1661) + '\143' + chr(7145 - 7034) + chr(3402 - 3302) + chr(101))(chr(0b111110 + 0o67) + '\x74' + '\146' + chr(0b1111 + 0o36) + chr(968 - 912)):
return ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + '\x31', 8)
else:
return ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(48), 8)
|
explosion/spaCy
|
spacy/cli/converters/conllu2json.py
|
simplify_tags
|
def simplify_tags(iob):
"""
Simplify tags obtained from the dataset in order to follow Wikipedia
scheme (PER, LOC, ORG, MISC). 'PER', 'LOC' and 'ORG' keep their tags, while
'GPE_LOC' is simplified to 'LOC', 'GPE_ORG' to 'ORG' and all remaining tags to
'MISC'.
"""
new_iob = []
for tag in iob:
tag_match = re.match("([A-Z_]+)-([A-Z_]+)", tag)
if tag_match:
prefix = tag_match.group(1)
suffix = tag_match.group(2)
if suffix == "GPE_LOC":
suffix = "LOC"
elif suffix == "GPE_ORG":
suffix = "ORG"
elif suffix != "PER" and suffix != "LOC" and suffix != "ORG":
suffix = "MISC"
tag = prefix + "-" + suffix
new_iob.append(tag)
return new_iob
|
python
|
def simplify_tags(iob):
"""
Simplify tags obtained from the dataset in order to follow Wikipedia
scheme (PER, LOC, ORG, MISC). 'PER', 'LOC' and 'ORG' keep their tags, while
'GPE_LOC' is simplified to 'LOC', 'GPE_ORG' to 'ORG' and all remaining tags to
'MISC'.
"""
new_iob = []
for tag in iob:
tag_match = re.match("([A-Z_]+)-([A-Z_]+)", tag)
if tag_match:
prefix = tag_match.group(1)
suffix = tag_match.group(2)
if suffix == "GPE_LOC":
suffix = "LOC"
elif suffix == "GPE_ORG":
suffix = "ORG"
elif suffix != "PER" and suffix != "LOC" and suffix != "ORG":
suffix = "MISC"
tag = prefix + "-" + suffix
new_iob.append(tag)
return new_iob
|
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"+",
"suffix",
"new_iob",
".",
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"(",
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")",
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] |
Simplify tags obtained from the dataset in order to follow Wikipedia
scheme (PER, LOC, ORG, MISC). 'PER', 'LOC' and 'ORG' keep their tags, while
'GPE_LOC' is simplified to 'LOC', 'GPE_ORG' to 'ORG' and all remaining tags to
'MISC'.
|
[
"Simplify",
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"obtained",
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"the",
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"in",
"order",
"to",
"follow",
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"ORG",
"MISC",
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"tags",
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"MISC",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/converters/conllu2json.py#L86-L107
|
train
|
Simplify tags obtained from the dataset in order to follow Wikipedia
scheme.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(786 - 735) + '\x36' + '\062', 3892 - 3884), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(1333 - 1284) + chr(2253 - 2205) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(378 - 267) + chr(1264 - 1215) + '\x34' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x37' + chr(0b110010), 51115 - 51107), ehT0Px3KOsy9(chr(0b110000) + chr(779 - 668) + '\063' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(451 - 398) + chr(1597 - 1546), 0o10), ehT0Px3KOsy9(chr(2241 - 2193) + chr(111) + chr(2224 - 2173) + chr(0b1100 + 0o50) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + chr(51) + '\x35' + chr(0b100011 + 0o20), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\066' + chr(0b110110), 32494 - 32486), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b10 + 0o57) + chr(54) + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b11110 + 0o23) + chr(0b110100) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(8240 - 8129) + chr(0b110100) + chr(0b11100 + 0o33), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1423 - 1373) + '\x35' + '\x31', 1986 - 1978), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b101011 + 0o7) + chr(0b10 + 0o63), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110101) + chr(0b110001 + 0o3), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\066' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(2391 - 2340) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(54) + '\064', 0o10), ehT0Px3KOsy9(chr(1549 - 1501) + '\x6f' + chr(2409 - 2359) + chr(2530 - 2476) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6847 - 6736) + chr(0b110011) + '\x31', 27606 - 27598), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110101), 391 - 383), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(1728 - 1679) + chr(0b110100) + chr(563 - 508), 43781 - 43773), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1921 - 1872) + chr(0b110111) + chr(1856 - 1807), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(1311 - 1262) + chr(1538 - 1487), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(48) + chr(1847 - 1795), 25659 - 25651), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1001001 + 0o46) + chr(0b100110 + 0o15) + '\x35', 8), ehT0Px3KOsy9('\x30' + chr(7338 - 7227) + '\062' + chr(0b101000 + 0o10) + chr(2677 - 2622), ord("\x08")), ehT0Px3KOsy9(chr(666 - 618) + chr(1522 - 1411) + chr(51) + chr(51) + chr(0b10 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(281 - 228) + chr(55), 15001 - 14993), ehT0Px3KOsy9(chr(1486 - 1438) + chr(0b100111 + 0o110) + '\x31' + '\x36' + chr(2862 - 2808), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110110) + '\063', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b111 + 0o54) + chr(0b10110 + 0o40) + chr(2635 - 2582), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b100100 + 0o113) + chr(954 - 905) + chr(0b101001 + 0o13) + chr(51), 0b1000), ehT0Px3KOsy9(chr(151 - 103) + '\x6f' + '\061' + chr(0b110000) + '\062', 8), ehT0Px3KOsy9(chr(2300 - 2252) + chr(111) + '\062' + chr(0b110100) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x31' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(815 - 766) + chr(49) + chr(0b110111), 40047 - 40039), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b1010 + 0o46) + '\065', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(486 - 436) + chr(0b11 + 0o62), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101) + chr(0b1000 + 0o50), 36360 - 36352)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc'), chr(3413 - 3313) + chr(5026 - 4925) + chr(0b1100011) + chr(1249 - 1138) + chr(0b110 + 0o136) + chr(0b110011 + 0o62))(chr(0b101010 + 0o113) + chr(116) + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kkI0htVyvnHX(ivdXUAMO2g9f):
httuHu0lwLrZ = []
for CPdEsc5O1sf7 in ivdXUAMO2g9f:
aFZ75OY0Lsi1 = _7u55U49WwX2.match(xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x19%\x97B\xf4\xbb\xc07\xdb[;f\x84\xcf\xf3kw\x1d'), chr(100) + chr(1375 - 1274) + chr(8203 - 8104) + chr(111) + '\144' + chr(878 - 777))(chr(1894 - 1777) + '\x74' + '\146' + '\x2d' + chr(398 - 342)), CPdEsc5O1sf7)
if aFZ75OY0Lsi1:
K1Ha0XjJTAE7 = aFZ75OY0Lsi1.N9UnmYvaW1pO(ehT0Px3KOsy9('\060' + '\157' + chr(49), 63719 - 63711))
YhhkyMvxPIjH = aFZ75OY0Lsi1.N9UnmYvaW1pO(ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1011 + 0o47), 0b1000))
if YhhkyMvxPIjH == xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\x12!\xe5T\xe4\xa5'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + '\x64' + chr(101))(chr(117) + chr(436 - 320) + chr(102) + chr(0b101101) + '\x38'):
YhhkyMvxPIjH = xafqLlk3kkUe(SXOLrMavuUCe(b"\xbe\r'"), chr(0b110111 + 0o55) + chr(0b11111 + 0o106) + chr(222 - 123) + chr(10835 - 10724) + chr(100) + chr(101))('\x75' + chr(0b1010010 + 0o42) + chr(102) + chr(1667 - 1622) + '\070')
elif YhhkyMvxPIjH == xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\x12!\xe5W\xf9\xa1'), chr(0b1100100) + chr(0b1100101) + chr(8163 - 8064) + chr(0b1101111) + chr(6123 - 6023) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(7267 - 7165) + chr(0b10100 + 0o31) + chr(0b110111 + 0o1)):
YhhkyMvxPIjH = xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\x10#'), chr(0b1100100) + '\145' + '\x63' + '\157' + chr(0b1001101 + 0o27) + chr(0b101010 + 0o73))('\x75' + '\x74' + '\146' + chr(45) + chr(0b111000))
elif YhhkyMvxPIjH != xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\x076'), '\144' + chr(0b1000010 + 0o43) + chr(5757 - 5658) + '\157' + chr(100) + '\145')('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(0b10110 + 0o42)) and YhhkyMvxPIjH != xafqLlk3kkUe(SXOLrMavuUCe(b"\xbe\r'"), '\x64' + chr(7262 - 7161) + '\143' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\146' + '\x2d' + chr(0b100001 + 0o27)) and (YhhkyMvxPIjH != xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\x10#'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + '\x66' + chr(45) + '\x38')):
YhhkyMvxPIjH = xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x0b7\xf9'), chr(0b11000 + 0o114) + chr(0b1100101) + chr(424 - 325) + chr(0b1101011 + 0o4) + '\144' + chr(0b10001 + 0o124))(chr(0b101010 + 0o113) + chr(116) + chr(0b1100110) + '\x2d' + '\070')
CPdEsc5O1sf7 = K1Ha0XjJTAE7 + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf'), chr(0b1010 + 0o132) + '\x65' + chr(99) + chr(111) + '\144' + chr(4361 - 4260))('\165' + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000)) + YhhkyMvxPIjH
xafqLlk3kkUe(httuHu0lwLrZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x932\x14\xdfv\xcf'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + chr(9522 - 9422) + '\x65')(chr(4808 - 4691) + chr(0b101111 + 0o105) + chr(102) + chr(45) + '\070'))(CPdEsc5O1sf7)
return httuHu0lwLrZ
|
explosion/spaCy
|
spacy/cli/info.py
|
info
|
def info(model=None, markdown=False, silent=False):
"""
Print info about spaCy installation. If a model shortcut link is
speficied as an argument, print model information. Flag --markdown
prints details in Markdown for easy copy-pasting to GitHub issues.
"""
msg = Printer()
if model:
if util.is_package(model):
model_path = util.get_package_path(model)
else:
model_path = util.get_data_path() / model
meta_path = model_path / "meta.json"
if not meta_path.is_file():
msg.fail("Can't find model meta.json", meta_path, exits=1)
meta = srsly.read_json(meta_path)
if model_path.resolve() != model_path:
meta["link"] = path2str(model_path)
meta["source"] = path2str(model_path.resolve())
else:
meta["source"] = path2str(model_path)
if not silent:
title = "Info about model '{}'".format(model)
model_meta = {
k: v for k, v in meta.items() if k not in ("accuracy", "speed")
}
if markdown:
print_markdown(model_meta, title=title)
else:
msg.table(model_meta, title=title)
return meta
data = {
"spaCy version": about.__version__,
"Location": path2str(Path(__file__).parent.parent),
"Platform": platform.platform(),
"Python version": platform.python_version(),
"Models": list_models(),
}
if not silent:
title = "Info about spaCy"
if markdown:
print_markdown(data, title=title)
else:
msg.table(data, title=title)
return data
|
python
|
def info(model=None, markdown=False, silent=False):
"""
Print info about spaCy installation. If a model shortcut link is
speficied as an argument, print model information. Flag --markdown
prints details in Markdown for easy copy-pasting to GitHub issues.
"""
msg = Printer()
if model:
if util.is_package(model):
model_path = util.get_package_path(model)
else:
model_path = util.get_data_path() / model
meta_path = model_path / "meta.json"
if not meta_path.is_file():
msg.fail("Can't find model meta.json", meta_path, exits=1)
meta = srsly.read_json(meta_path)
if model_path.resolve() != model_path:
meta["link"] = path2str(model_path)
meta["source"] = path2str(model_path.resolve())
else:
meta["source"] = path2str(model_path)
if not silent:
title = "Info about model '{}'".format(model)
model_meta = {
k: v for k, v in meta.items() if k not in ("accuracy", "speed")
}
if markdown:
print_markdown(model_meta, title=title)
else:
msg.table(model_meta, title=title)
return meta
data = {
"spaCy version": about.__version__,
"Location": path2str(Path(__file__).parent.parent),
"Platform": platform.platform(),
"Python version": platform.python_version(),
"Models": list_models(),
}
if not silent:
title = "Info about spaCy"
if markdown:
print_markdown(data, title=title)
else:
msg.table(data, title=title)
return data
|
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")",
",",
"\"Python version\"",
":",
"platform",
".",
"python_version",
"(",
")",
",",
"\"Models\"",
":",
"list_models",
"(",
")",
",",
"}",
"if",
"not",
"silent",
":",
"title",
"=",
"\"Info about spaCy\"",
"if",
"markdown",
":",
"print_markdown",
"(",
"data",
",",
"title",
"=",
"title",
")",
"else",
":",
"msg",
".",
"table",
"(",
"data",
",",
"title",
"=",
"title",
")",
"return",
"data"
] |
Print info about spaCy installation. If a model shortcut link is
speficied as an argument, print model information. Flag --markdown
prints details in Markdown for easy copy-pasting to GitHub issues.
|
[
"Print",
"info",
"about",
"spaCy",
"installation",
".",
"If",
"a",
"model",
"shortcut",
"link",
"is",
"speficied",
"as",
"an",
"argument",
"print",
"model",
"information",
".",
"Flag",
"--",
"markdown",
"prints",
"details",
"in",
"Markdown",
"for",
"easy",
"copy",
"-",
"pasting",
"to",
"GitHub",
"issues",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/info.py#L20-L64
|
train
|
Print info about the current spaCy installation.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(2799 - 2688) + '\063' + chr(2970 - 2915) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(2164 - 2116) + chr(2942 - 2831) + chr(0b110010) + '\066' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010 + 0o0) + chr(50), 0o10), ehT0Px3KOsy9(chr(1146 - 1098) + '\x6f' + chr(0b110001) + '\x34' + chr(54), 54865 - 54857), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b10001 + 0o42) + chr(53), 11644 - 11636), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + '\x33' + chr(2377 - 2328) + chr(0b110000 + 0o0), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(1569 - 1515) + chr(2230 - 2182), 0b1000), ehT0Px3KOsy9(chr(686 - 638) + chr(0b1011110 + 0o21) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(7364 - 7253) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10000 + 0o42) + chr(48) + '\x30', 0o10), ehT0Px3KOsy9(chr(1505 - 1457) + chr(3176 - 3065) + chr(0b110111) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1532 - 1484) + chr(0b1101111) + '\x31' + chr(0b110011) + chr(0b100010 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b1010 + 0o51) + chr(2150 - 2101) + chr(55), 27138 - 27130), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1792 - 1742) + chr(2498 - 2447) + chr(1255 - 1207), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\061' + chr(0b110011 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\062' + chr(0b110111) + chr(0b110011), 12993 - 12985), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + '\063' + chr(51) + '\060', 47427 - 47419), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(53) + chr(0b111 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(1945 - 1894) + '\060' + chr(51), 53013 - 53005), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110111) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + '\063' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(152 - 102) + '\062', 8), ehT0Px3KOsy9('\060' + '\157' + chr(1234 - 1185) + '\060' + chr(51), 0o10), ehT0Px3KOsy9(chr(647 - 599) + chr(0b1101111) + chr(236 - 185) + chr(0b110100) + chr(0b101010 + 0o15), 31955 - 31947), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(9826 - 9715) + chr(0b110011) + chr(1464 - 1415), 8), ehT0Px3KOsy9(chr(1400 - 1352) + '\157' + chr(324 - 274) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(331 - 283) + chr(111) + chr(0b1111 + 0o47) + chr(399 - 351), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(1317 - 1206) + chr(218 - 169) + chr(554 - 499) + chr(0b100111 + 0o16), 32354 - 32346), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(757 - 706) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101101 + 0o2) + '\x31' + chr(1667 - 1619) + '\061', 31142 - 31134), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\x36' + chr(0b11100 + 0o31), 22465 - 22457), ehT0Px3KOsy9(chr(163 - 115) + chr(2094 - 1983) + chr(1901 - 1850) + chr(1577 - 1523) + chr(0b110 + 0o52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1897 - 1846) + '\x35' + chr(0b10001 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(55) + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\x34' + chr(0b110100), 47263 - 47255), ehT0Px3KOsy9('\x30' + '\157' + chr(1413 - 1363) + chr(2273 - 2223) + chr(0b1000 + 0o53), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(49) + chr(0b10010 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o11) + '\x32' + chr(2068 - 2017), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4'), chr(2019 - 1919) + chr(101) + chr(9221 - 9122) + chr(111) + chr(0b11100 + 0o110) + chr(0b111001 + 0o54))(chr(5886 - 5769) + chr(12564 - 12448) + chr(102) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def S7Hxucg7jlZk(FK0vqzZ5gPN6=None, eUzjnxL9xEQH=ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(48), 60688 - 60680), jlUkQ4FevKb2=ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000), 8)):
jtbovtaIYjRB = ftrV7WYaG58O()
if FK0vqzZ5gPN6:
if xafqLlk3kkUe(eb2I7aEma6r5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xc1M\x16<\xab\xdbSe\xe5'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(0b1001010 + 0o33))('\x75' + chr(11734 - 11618) + '\x66' + chr(0b101101) + chr(0b110011 + 0o5)))(FK0vqzZ5gPN6):
AlxtQPEw7WKZ = eb2I7aEma6r5.get_package_path(FK0vqzZ5gPN6)
else:
AlxtQPEw7WKZ = eb2I7aEma6r5.get_data_path() / FK0vqzZ5gPN6
EnlLcM0uvHG1 = AlxtQPEw7WKZ / xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xd7f\x07s\xa2\xc3]l'), '\144' + chr(101) + chr(99) + chr(11959 - 11848) + '\144' + chr(101))('\x75' + chr(0b1001001 + 0o53) + '\146' + chr(45) + chr(0b10001 + 0o47))
if not xafqLlk3kkUe(EnlLcM0uvHG1, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xc1M\x004\xa4\xd5'), chr(9402 - 9302) + chr(0b1100101) + chr(0b1001101 + 0o26) + chr(0b1100111 + 0o10) + chr(0b1100100) + chr(0b100011 + 0o102))(chr(0b1110101) + chr(116) + chr(102) + '\055' + chr(0b111000)))():
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xd3{\n'), '\x64' + '\145' + chr(0b1100011) + chr(0b1001011 + 0o44) + chr(0b10100 + 0o120) + chr(0b1000101 + 0o40))('\165' + chr(0b1000111 + 0o55) + '\x66' + chr(1124 - 1079) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xd3|A)\xe8\xd6[l\xe4\x1d6\xa0\xfcD\xe1\x9b\xb5\x8c\xb7\x197x0\x88i'), chr(1465 - 1365) + chr(0b1100101) + '\x63' + chr(111) + chr(7281 - 7181) + '\x65')(chr(1658 - 1541) + chr(116) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(289 - 233)), EnlLcM0uvHG1, exits=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061', 0b1000))
Ddxy_ihdYXS3 = ofUnO0upCeVG.read_json(EnlLcM0uvHG1)
if xafqLlk3kkUe(AlxtQPEw7WKZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xd7a\t1\xbe\xd5'), '\x64' + chr(0b1001010 + 0o33) + chr(99) + chr(0b1011111 + 0o20) + chr(4159 - 4059) + chr(1410 - 1309))(chr(0b1110101) + '\164' + chr(102) + '\055' + chr(0b1101 + 0o53)))() != AlxtQPEw7WKZ:
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xdb|\r'), chr(100) + chr(101) + chr(7158 - 7059) + '\157' + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + '\x66' + '\x2d' + '\070')] = wSXxHgU2K_gp(AlxtQPEw7WKZ)
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xddg\x14>\xad'), chr(0b1100000 + 0o4) + chr(101) + '\x63' + '\x6f' + chr(9257 - 9157) + chr(1714 - 1613))('\165' + '\164' + chr(0b1100110) + chr(0b101101) + '\x38')] = wSXxHgU2K_gp(AlxtQPEw7WKZ.resolve())
else:
Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xddg\x14>\xad'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + '\144' + '\x65')(chr(0b110111 + 0o76) + chr(116) + chr(0b1100 + 0o132) + '\x2d' + '\070')] = wSXxHgU2K_gp(AlxtQPEw7WKZ)
if not jlUkQ4FevKb2:
IkttdaI0bGlA = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xdct\t}\xa9\xd2]w\xf4\x1d6\xa0\xfcD\xe1\x9b\xff\x92\xbe_'), chr(0b1100100 + 0o0) + '\145' + '\143' + chr(11160 - 11049) + chr(2233 - 2133) + '\x65')('\165' + chr(0b1110100) + '\146' + '\055' + chr(2512 - 2456)).format(FK0vqzZ5gPN6)
lR7O7fe31UXL = {OolUPRJhRaJd: cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in Ddxy_ihdYXS3.NzveIZ3IlSH9() if OolUPRJhRaJd not in (xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\xd1q\x13/\xa9\xd3K'), '\x64' + '\145' + chr(0b1100011) + chr(0b10110 + 0o131) + chr(0b1100100) + chr(101))(chr(0b101111 + 0o106) + '\x74' + chr(0b1100110) + chr(500 - 455) + chr(2035 - 1979)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xc2w\x039'), '\144' + '\x65' + '\x63' + '\x6f' + chr(6709 - 6609) + chr(101))(chr(0b1001101 + 0o50) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b111000)))}
if eUzjnxL9xEQH:
M1oXIs6LFj1t(lR7O7fe31UXL, title=IkttdaI0bGlA)
else:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xd3p\n8'), chr(0b1001101 + 0o27) + chr(101) + chr(99) + chr(4170 - 4059) + chr(0b100110 + 0o76) + chr(4410 - 4309))('\165' + chr(0b1100101 + 0o17) + '\x66' + '\055' + chr(56)))(lR7O7fe31UXL, title=IkttdaI0bGlA)
return Ddxy_ihdYXS3
ULnjp6D6efFH = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xc2s%$\xe8\xc6Wp\xf3T4\xa1'), chr(100) + chr(101) + chr(6364 - 6265) + chr(0b1010110 + 0o31) + '\x64' + chr(101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(2310 - 2254)): MQvLFakSK3Ve.__version__, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6\xddq\x07)\xa1\xdf\\'), '\x64' + '\145' + chr(0b111111 + 0o44) + chr(0b1101001 + 0o6) + chr(100) + chr(101))(chr(9241 - 9124) + chr(116) + chr(5024 - 4922) + chr(0b101101) + chr(0b1111 + 0o51)): wSXxHgU2K_gp(HiPOQr0Cdorg(tmzuw0hjv33u).parent.KojYgxZ3VIQZ), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xdes\x12;\xa7\xc2_'), chr(9817 - 9717) + chr(8282 - 8181) + '\x63' + chr(0b1010011 + 0o34) + '\x64' + chr(0b10111 + 0o116))('\165' + chr(12532 - 12416) + '\x66' + '\055' + '\070'): XFsm7h4U2YVm.platform(), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xcbf\x0e2\xa6\x90Dg\xf2N2\xa0\xf6'), chr(100) + '\145' + chr(99) + chr(0b1101111) + chr(9525 - 9425) + chr(6078 - 5977))(chr(12316 - 12199) + chr(452 - 336) + chr(102) + chr(295 - 250) + '\070'): XFsm7h4U2YVm.python_version(), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xddv\x031\xbb'), chr(100) + chr(0b110111 + 0o56) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b101 + 0o157) + chr(0b111001 + 0o55) + '\055' + chr(2685 - 2629)): JowICsY7ZCzk()}
if not jlUkQ4FevKb2:
IkttdaI0bGlA = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xdct\t}\xa9\xd2]w\xf4\x1d(\xbf\xf9b\xf4'), chr(2439 - 2339) + chr(3133 - 3032) + chr(6230 - 6131) + chr(0b1101111) + '\144' + '\145')(chr(0b10010 + 0o143) + chr(2755 - 2639) + chr(8525 - 8423) + '\055' + chr(1001 - 945))
if eUzjnxL9xEQH:
M1oXIs6LFj1t(ULnjp6D6efFH, title=IkttdaI0bGlA)
else:
xafqLlk3kkUe(jtbovtaIYjRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xd3p\n8'), '\x64' + chr(101) + chr(8096 - 7997) + chr(0b1000 + 0o147) + '\144' + chr(0b1011110 + 0o7))(chr(117) + '\164' + chr(0b1100110) + chr(0b11100 + 0o21) + '\070'))(ULnjp6D6efFH, title=IkttdaI0bGlA)
return ULnjp6D6efFH
|
explosion/spaCy
|
spacy/cli/info.py
|
print_markdown
|
def print_markdown(data, title=None):
"""Print data in GitHub-flavoured Markdown format for issues etc.
data (dict or list of tuples): Label/value pairs.
title (unicode or None): Title, will be rendered as headline 2.
"""
markdown = []
for key, value in data.items():
if isinstance(value, basestring_) and Path(value).exists():
continue
markdown.append("* **{}:** {}".format(key, unicode_(value)))
if title:
print("\n## {}".format(title))
print("\n{}\n".format("\n".join(markdown)))
|
python
|
def print_markdown(data, title=None):
"""Print data in GitHub-flavoured Markdown format for issues etc.
data (dict or list of tuples): Label/value pairs.
title (unicode or None): Title, will be rendered as headline 2.
"""
markdown = []
for key, value in data.items():
if isinstance(value, basestring_) and Path(value).exists():
continue
markdown.append("* **{}:** {}".format(key, unicode_(value)))
if title:
print("\n## {}".format(title))
print("\n{}\n".format("\n".join(markdown)))
|
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"(",
"\"\\n\"",
".",
"join",
"(",
"markdown",
")",
")",
")"
] |
Print data in GitHub-flavoured Markdown format for issues etc.
data (dict or list of tuples): Label/value pairs.
title (unicode or None): Title, will be rendered as headline 2.
|
[
"Print",
"data",
"in",
"GitHub",
"-",
"flavoured",
"Markdown",
"format",
"for",
"issues",
"etc",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/cli/info.py#L80-L93
|
train
|
Print data in GitHub - flavoured Markdown format for issues etc.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110000 + 0o2) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1815 - 1765) + chr(53) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + chr(1912 - 1862) + '\064' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1536 - 1488) + '\x6f' + chr(1511 - 1461) + '\061' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(49) + chr(579 - 525), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + chr(0b110010) + chr(0b110010) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\066' + chr(2832 - 2777), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10110 + 0o33) + '\062' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(0b110010) + chr(49) + '\x31', 8), ehT0Px3KOsy9(chr(148 - 100) + '\157' + '\x33', 41632 - 41624), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\063' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + chr(2703 - 2650), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1105 - 1056) + chr(53) + '\066', 0b1000), ehT0Px3KOsy9(chr(1589 - 1541) + chr(0b11110 + 0o121) + chr(0b100101 + 0o15) + chr(50) + chr(0b100 + 0o57), 12743 - 12735), ehT0Px3KOsy9('\x30' + chr(0b1101011 + 0o4) + chr(0b100000 + 0o23) + '\066' + chr(0b1110 + 0o42), 0o10), ehT0Px3KOsy9('\060' + chr(5579 - 5468) + chr(0b100000 + 0o26) + chr(0b11110 + 0o25), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(1575 - 1520) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + '\062' + chr(55) + chr(2412 - 2361), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(0b1010 + 0o51) + chr(1603 - 1552) + chr(2383 - 2331), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2470 - 2416) + chr(496 - 448), 11076 - 11068), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1000 + 0o52) + chr(1889 - 1839) + chr(0b1010 + 0o52), 40382 - 40374), ehT0Px3KOsy9(chr(1907 - 1859) + chr(111) + '\067' + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b10011 + 0o36) + '\x32', 63973 - 63965), ehT0Px3KOsy9('\x30' + chr(8233 - 8122) + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1854 - 1806) + chr(2374 - 2263) + chr(983 - 933) + '\x32' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(0b1110 + 0o43) + chr(0b101110 + 0o4) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101110 + 0o1) + chr(2052 - 2002) + '\064' + chr(0b100 + 0o60), 8), ehT0Px3KOsy9(chr(48) + chr(12039 - 11928) + chr(0b110 + 0o54) + chr(1060 - 1005) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(6829 - 6718) + '\x31' + chr(1800 - 1747) + chr(0b10010 + 0o45), 0b1000), ehT0Px3KOsy9(chr(322 - 274) + '\x6f' + chr(1668 - 1619) + '\062' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(819 - 708) + chr(0b110011) + chr(1554 - 1503) + '\x31', 2325 - 2317), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(191 - 137) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(0b110011) + chr(0b1001 + 0o52) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11101 + 0o24) + chr(0b1011 + 0o47) + chr(258 - 208), 8), ehT0Px3KOsy9('\060' + chr(0b11101 + 0o122) + chr(2146 - 2096) + chr(711 - 662) + chr(0b111 + 0o51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101000 + 0o14) + chr(0b110111), 62518 - 62510), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11001 + 0o30) + chr(48) + chr(1988 - 1937), 0b1000), ehT0Px3KOsy9('\x30' + chr(12009 - 11898) + chr(0b110001) + '\x36' + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(0b110001) + chr(0b110011) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(3028 - 2917) + chr(50) + chr(50) + '\x33', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'='), '\144' + chr(101) + '\143' + '\x6f' + '\x64' + '\x65')(chr(0b1010010 + 0o43) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b110011 + 0o5)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def M1oXIs6LFj1t(ULnjp6D6efFH, IkttdaI0bGlA=None):
eUzjnxL9xEQH = []
for (K3J4ZwSlE0sT, QmmgWUB13VCJ) in xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b']\xd6\xd2\xec\x07\xcaD\x1b\xe5P\x15\x0c'), '\144' + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b100111 + 0o76))('\165' + chr(116) + '\146' + chr(45) + chr(2234 - 2178)))():
if PlSM16l2KDPD(QmmgWUB13VCJ, WsT6ux5SsWWG) and xafqLlk3kkUe(HiPOQr0Cdorg(QmmgWUB13VCJ), xafqLlk3kkUe(SXOLrMavuUCe(b'v\xd4\xcd\xfa:\xe3'), chr(100) + '\145' + '\143' + chr(111) + chr(100) + '\x65')('\165' + '\164' + '\146' + '\055' + '\070'))():
continue
xafqLlk3kkUe(eUzjnxL9xEQH, xafqLlk3kkUe(SXOLrMavuUCe(b'r\xdc\xd4\xec \xf4'), '\144' + chr(101) + chr(0b110000 + 0o63) + chr(0b110101 + 0o72) + chr(2260 - 2160) + '\145')(chr(0b1110101) + chr(116) + chr(6233 - 6131) + chr(0b11100 + 0o21) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'9\x8c\x8e\xa35\xedMx\xa3#&H'), '\144' + '\x65' + '\143' + '\x6f' + chr(0b1100100) + chr(101))('\165' + chr(7973 - 7857) + chr(0b100100 + 0o102) + chr(0b1011 + 0o42) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'u\xc3\xd6\xe4/\xe4'), '\x64' + '\145' + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1100 + 0o150) + chr(0b100010 + 0o104) + chr(0b101101) + '\070'))(K3J4ZwSlE0sT, UunzcC5XPAh_(QmmgWUB13VCJ)))
if IkttdaI0bGlA:
zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\x8f\x87\xa95\xed'), chr(9766 - 9666) + '\145' + chr(99) + chr(111) + chr(100) + chr(4046 - 3945))(chr(117) + chr(116) + chr(0b110110 + 0o60) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'u\xc3\xd6\xe4/\xe4'), '\x64' + chr(0b1100101) + chr(99) + chr(111) + chr(0b1100100) + chr(6525 - 6424))('\165' + chr(10397 - 10281) + '\146' + chr(0b101101) + chr(0b10110 + 0o42)))(IkttdaI0bGlA))
zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xd7\xd9\x83'), '\144' + chr(0b1100101) + '\x63' + chr(6895 - 6784) + chr(100) + chr(101))('\165' + chr(12157 - 12041) + chr(0b1100110) + chr(0b111 + 0o46) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'u\xc3\xd6\xe4/\xe4'), chr(0b1100100) + '\x65' + chr(0b1011110 + 0o5) + chr(111) + '\x64' + chr(101))(chr(9955 - 9838) + chr(10627 - 10511) + '\x66' + chr(0b100000 + 0o15) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x19'), chr(2701 - 2601) + chr(458 - 357) + '\x63' + chr(111) + '\144' + chr(0b1010100 + 0o21))(chr(7004 - 6887) + chr(116) + chr(102) + '\x2d' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'y\xc3\xcd\xe7'), chr(2552 - 2452) + chr(101) + chr(99) + chr(0b1101111) + '\144' + chr(973 - 872))('\165' + chr(0b1110100) + chr(0b1011 + 0o133) + chr(45) + '\x38'))(eUzjnxL9xEQH)))
|
explosion/spaCy
|
examples/training/train_intent_parser.py
|
main
|
def main(model=None, output_dir=None, n_iter=15):
"""Load the model, set up the pipeline and train the parser."""
if model is not None:
nlp = spacy.load(model) # load existing spaCy model
print("Loaded model '%s'" % model)
else:
nlp = spacy.blank("en") # create blank Language class
print("Created blank 'en' model")
# We'll use the built-in dependency parser class, but we want to create a
# fresh instance – just in case.
if "parser" in nlp.pipe_names:
nlp.remove_pipe("parser")
parser = nlp.create_pipe("parser")
nlp.add_pipe(parser, first=True)
for text, annotations in TRAIN_DATA:
for dep in annotations.get("deps", []):
parser.add_label(dep)
other_pipes = [pipe for pipe in nlp.pipe_names if pipe != "parser"]
with nlp.disable_pipes(*other_pipes): # only train parser
optimizer = nlp.begin_training()
for itn in range(n_iter):
random.shuffle(TRAIN_DATA)
losses = {}
# batch up the examples using spaCy's minibatch
batches = minibatch(TRAIN_DATA, size=compounding(4.0, 32.0, 1.001))
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(texts, annotations, sgd=optimizer, losses=losses)
print("Losses", losses)
# test the trained model
test_model(nlp)
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the saved model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
test_model(nlp2)
|
python
|
def main(model=None, output_dir=None, n_iter=15):
"""Load the model, set up the pipeline and train the parser."""
if model is not None:
nlp = spacy.load(model) # load existing spaCy model
print("Loaded model '%s'" % model)
else:
nlp = spacy.blank("en") # create blank Language class
print("Created blank 'en' model")
# We'll use the built-in dependency parser class, but we want to create a
# fresh instance – just in case.
if "parser" in nlp.pipe_names:
nlp.remove_pipe("parser")
parser = nlp.create_pipe("parser")
nlp.add_pipe(parser, first=True)
for text, annotations in TRAIN_DATA:
for dep in annotations.get("deps", []):
parser.add_label(dep)
other_pipes = [pipe for pipe in nlp.pipe_names if pipe != "parser"]
with nlp.disable_pipes(*other_pipes): # only train parser
optimizer = nlp.begin_training()
for itn in range(n_iter):
random.shuffle(TRAIN_DATA)
losses = {}
# batch up the examples using spaCy's minibatch
batches = minibatch(TRAIN_DATA, size=compounding(4.0, 32.0, 1.001))
for batch in batches:
texts, annotations = zip(*batch)
nlp.update(texts, annotations, sgd=optimizer, losses=losses)
print("Losses", losses)
# test the trained model
test_model(nlp)
# save model to output directory
if output_dir is not None:
output_dir = Path(output_dir)
if not output_dir.exists():
output_dir.mkdir()
nlp.to_disk(output_dir)
print("Saved model to", output_dir)
# test the saved model
print("Loading from", output_dir)
nlp2 = spacy.load(output_dir)
test_model(nlp2)
|
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Load the model, set up the pipeline and train the parser.
|
[
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] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/examples/training/train_intent_parser.py#L107-L154
|
train
|
Load the model set up the pipeline and train the parser and save the model to output_dir
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\062' + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3172 - 3061) + chr(757 - 707) + chr(0b110000) + chr(0b11000 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(2468 - 2416) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + chr(0b110011) + '\x35' + chr(53), 0b1000), ehT0Px3KOsy9(chr(1682 - 1634) + '\157' + '\x32' + chr(0b11011 + 0o30) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + chr(49) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10100 + 0o36) + chr(2210 - 2161) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1010 + 0o51) + '\x37' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\063' + chr(0b10101 + 0o41) + chr(0b10010 + 0o37), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x34' + chr(438 - 388), 0o10), ehT0Px3KOsy9(chr(1322 - 1274) + '\157' + '\x33' + '\066' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\x31' + chr(0b101101 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x36' + chr(49), 29209 - 29201), ehT0Px3KOsy9(chr(2281 - 2233) + chr(10422 - 10311) + '\x33' + chr(0b110000) + chr(515 - 461), 29350 - 29342), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\063' + chr(726 - 671) + chr(0b1100 + 0o46), 0b1000), ehT0Px3KOsy9(chr(154 - 106) + chr(0b111000 + 0o67) + chr(0b110011) + chr(54) + chr(52), 0b1000), ehT0Px3KOsy9(chr(815 - 767) + '\157' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(53) + '\x31', 13630 - 13622), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1834 - 1783) + chr(0b110001 + 0o0) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101010 + 0o105) + '\x31' + chr(2187 - 2133) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10000 + 0o43) + chr(0b10100 + 0o36) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101001 + 0o10) + chr(602 - 550) + '\064', 55466 - 55458), ehT0Px3KOsy9(chr(1939 - 1891) + chr(111) + chr(1659 - 1610) + chr(2471 - 2419) + '\x31', 42991 - 42983), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\x35' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(10586 - 10475) + chr(1527 - 1478), 38153 - 38145), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(1196 - 1145) + chr(0b1111 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(973 - 923) + chr(0b110000 + 0o2) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1421 - 1373) + '\157' + chr(0b1101 + 0o46) + chr(54) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(52) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(48) + chr(1513 - 1460), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1001011 + 0o44) + chr(0b110101) + chr(0b10000 + 0o41), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(980 - 932) + chr(1331 - 1280), 28927 - 28919), ehT0Px3KOsy9('\x30' + chr(111) + chr(899 - 848) + '\065' + chr(53), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x30' + chr(0b1000 + 0o55), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(1796 - 1748) + chr(0b100 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x30' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\065' + chr(832 - 784), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100010 + 0o23) + chr(0b11110 + 0o22), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'z'), chr(100) + chr(101) + chr(1180 - 1081) + chr(11774 - 11663) + chr(4709 - 4609) + '\x65')(chr(117) + chr(0b1110100) + chr(6517 - 6415) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PGNrezus7XpS(FK0vqzZ5gPN6=None, nd0OX_BS6_o4=None, PG8bMXxBIdYl=ehT0Px3KOsy9('\x30' + '\157' + chr(0b101010 + 0o7) + chr(0b110111), 43311 - 43303)):
if FK0vqzZ5gPN6 is not None:
kG7vGCqDzyIj = a6blCBREFVAY.mxtdQMeiwJZJ(FK0vqzZ5gPN6)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xe8\x85\x89\xfeh\xab\x91\x9eF\x97a\x11\xe1\xdf\x87!'), chr(1108 - 1008) + chr(0b1100101) + '\143' + chr(0b1101111) + '\x64' + chr(5938 - 5837))(chr(117) + chr(116) + chr(0b1000 + 0o136) + '\x2d' + chr(56)) % FK0vqzZ5gPN6)
else:
kG7vGCqDzyIj = a6blCBREFVAY.blank(xafqLlk3kkUe(SXOLrMavuUCe(b'1\xe9'), chr(0b11001 + 0o113) + chr(0b1100100 + 0o1) + '\143' + chr(0b100 + 0o153) + chr(0b1010 + 0o132) + chr(101))('\x75' + chr(0b1101010 + 0o12) + chr(102) + chr(515 - 470) + chr(0b11001 + 0o37)))
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xf5\x81\x8c\xefi\xef\xdc\x93N\x93cZ\xe6\xdd\x91h\x8e\xed\x1b\xbd\x00\x04v'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(7984 - 7873) + chr(0b1100100) + chr(0b1011010 + 0o13))('\x75' + chr(0b1110011 + 0o1) + '\x66' + '\055' + chr(56)))
if xafqLlk3kkUe(SXOLrMavuUCe(b'$\xe6\x96\x9e\xfe~'), chr(100) + chr(0b1100101) + chr(0b1001001 + 0o32) + chr(111) + chr(6201 - 6101) + chr(0b1001101 + 0o30))(chr(0b1011 + 0o152) + chr(116) + '\146' + chr(45) + chr(0b111000)) in xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'$\xee\x94\x88\xc4b\xea\x91\x94Q'), chr(0b1011000 + 0o14) + '\x65' + '\x63' + chr(0b1101110 + 0o1) + chr(0b1100100) + chr(0b100110 + 0o77))('\165' + '\x74' + '\x66' + chr(0b100110 + 0o7) + '\x38')):
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'&\xe2\x89\x82\xedi\xd4\x8c\x98R\x97'), '\144' + chr(101) + chr(2388 - 2289) + chr(0b1101111) + '\x64' + '\145')('\165' + chr(0b1101 + 0o147) + chr(0b1100000 + 0o6) + '\x2d' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'$\xe6\x96\x9e\xfe~'), chr(0b1000101 + 0o37) + chr(3230 - 3129) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(13255 - 13139) + chr(4016 - 3914) + chr(0b100011 + 0o12) + chr(0b111000)))
uvsdWIii6oeC = kG7vGCqDzyIj.create_pipe(xafqLlk3kkUe(SXOLrMavuUCe(b'$\xe6\x96\x9e\xfe~'), '\x64' + chr(0b1100101) + chr(0b1001 + 0o132) + '\157' + chr(4303 - 4203) + chr(101))(chr(142 - 25) + '\x74' + '\x66' + chr(45) + chr(56)))
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'5\xe3\x80\xb2\xebe\xfb\x99'), chr(8007 - 7907) + '\145' + chr(0b1100011) + chr(6872 - 6761) + chr(4081 - 3981) + chr(0b1100101))(chr(0b110111 + 0o76) + chr(0b1101 + 0o147) + chr(102) + '\055' + '\070'))(uvsdWIii6oeC, first=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 8))
for (Ah1rInvg48Hb, zvbVkvaN64xd) in XaACptEOGygg:
for NgJj83wwfz_T in xafqLlk3kkUe(zvbVkvaN64xd, xafqLlk3kkUe(SXOLrMavuUCe(b'3\xe2\x90'), '\144' + '\145' + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(8006 - 7889) + chr(0b11101 + 0o127) + '\146' + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'0\xe2\x94\x9e'), chr(3176 - 3076) + '\145' + chr(0b1100011) + chr(0b1101110 + 0o1) + '\144' + chr(0b1100101))(chr(3269 - 3152) + '\164' + chr(0b1100001 + 0o5) + '\055' + chr(0b111000)), []):
xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'5\xe3\x80\xb2\xf7m\xe9\x99\x9d'), chr(0b111110 + 0o46) + chr(0b1010101 + 0o20) + chr(0b1000111 + 0o34) + chr(0b1101011 + 0o4) + '\x64' + '\x65')('\165' + '\x74' + chr(0b1010011 + 0o23) + chr(0b101101) + '\070'))(NgJj83wwfz_T)
hnE7WWRpm9sI = [kq7zgg5YgjkF for kq7zgg5YgjkF in kG7vGCqDzyIj.pipe_names if kq7zgg5YgjkF != xafqLlk3kkUe(SXOLrMavuUCe(b'$\xe6\x96\x9e\xfe~'), '\x64' + chr(9899 - 9798) + chr(6814 - 6715) + chr(111) + chr(100) + '\145')(chr(0b1110101) + chr(10857 - 10741) + '\146' + chr(0b11111 + 0o16) + chr(0b111000))]
with xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xee\x97\x8c\xf9`\xee\xa3\x81K\x82hB'), '\144' + '\145' + chr(0b1010000 + 0o23) + chr(111) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b11000 + 0o134) + '\146' + chr(45) + '\x38'))(*hnE7WWRpm9sI):
XdKNcYRObPK3 = kG7vGCqDzyIj.begin_training()
for JU3QmgBu75wO in vQr8gNKaIaWE(PG8bMXxBIdYl):
xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b"'\xef\x91\x8b\xfd`\xee"), chr(7505 - 7405) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1000010 + 0o43))(chr(117) + '\x74' + chr(102) + chr(0b10 + 0o53) + chr(722 - 666)))(XaACptEOGygg)
eJKWkHA7qzlZ = {}
_MNJVZv45jZi = no6u5iL4aVnK(XaACptEOGygg, size=Y0EsDLZvkG6q(4.0, 32.0, 1.001))
for dNwAahu8tvoY in _MNJVZv45jZi:
(qEEOZdZZaFyI, zvbVkvaN64xd) = pZ0NK2y6HRbn(*dNwAahu8tvoY)
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\xf3\xa5\xa8\xf2B\xc1\x92\x88\x16\x97='), '\x64' + chr(101) + '\x63' + chr(0b1101111) + '\144' + chr(101))(chr(0b1001010 + 0o53) + chr(0b1101101 + 0o7) + '\x66' + '\055' + chr(0b111000)))(qEEOZdZZaFyI, zvbVkvaN64xd, sgd=XdKNcYRObPK3, losses=eJKWkHA7qzlZ)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xe8\x97\x9e\xfe\x7f'), '\x64' + chr(0b1000100 + 0o41) + chr(0b1100011) + chr(0b11000 + 0o127) + '\144' + chr(0b1000110 + 0o37))('\165' + chr(116) + chr(2421 - 2319) + '\055' + chr(1532 - 1476)), eJKWkHA7qzlZ)
AEXaB_y3Mpv_(kG7vGCqDzyIj)
if nd0OX_BS6_o4 is not None:
nd0OX_BS6_o4 = HiPOQr0Cdorg(nd0OX_BS6_o4)
if not xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'1\xff\x8d\x9e\xef\x7f'), chr(100) + chr(7641 - 7540) + chr(99) + chr(111) + '\x64' + '\145')(chr(653 - 536) + chr(1631 - 1515) + '\x66' + chr(45) + chr(2257 - 2201)))():
xafqLlk3kkUe(nd0OX_BS6_o4, xafqLlk3kkUe(SXOLrMavuUCe(b'9\xec\x80\x84\xe9'), '\x64' + chr(101) + chr(99) + '\x6f' + chr(5845 - 5745) + chr(0b1010011 + 0o22))('\165' + chr(3091 - 2975) + chr(102) + chr(811 - 766) + '\070'))()
xafqLlk3kkUe(kG7vGCqDzyIj, xafqLlk3kkUe(SXOLrMavuUCe(b' \xe8\xbb\x89\xf2\x7f\xe0'), '\x64' + chr(0b1100101) + chr(99) + chr(0b111010 + 0o65) + chr(0b1100100) + chr(0b1100101))(chr(0b1101011 + 0o12) + '\x74' + chr(102) + chr(0b110 + 0o47) + chr(56)))(nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\xe6\x92\x88\xff,\xe6\x93\x95G\x9e-E\xa9'), '\x64' + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(143 - 42))('\165' + chr(5575 - 5459) + chr(0b11011 + 0o113) + chr(1578 - 1533) + '\070'), nd0OX_BS6_o4)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xe8\x85\x89\xf2b\xec\xdc\x97P\x9d`'), chr(0b10001 + 0o123) + chr(8580 - 8479) + chr(6843 - 6744) + chr(4235 - 4124) + chr(0b1100100) + '\x65')(chr(1731 - 1614) + chr(116) + chr(9217 - 9115) + '\055' + '\x38'), nd0OX_BS6_o4)
k1M8EfNJsR9B = a6blCBREFVAY.mxtdQMeiwJZJ(nd0OX_BS6_o4)
AEXaB_y3Mpv_(k1M8EfNJsR9B)
|
explosion/spaCy
|
spacy/language.py
|
Language.get_pipe
|
def get_pipe(self, name):
"""Get a pipeline component for a given component name.
name (unicode): Name of pipeline component to get.
RETURNS (callable): The pipeline component.
DOCS: https://spacy.io/api/language#get_pipe
"""
for pipe_name, component in self.pipeline:
if pipe_name == name:
return component
raise KeyError(Errors.E001.format(name=name, opts=self.pipe_names))
|
python
|
def get_pipe(self, name):
"""Get a pipeline component for a given component name.
name (unicode): Name of pipeline component to get.
RETURNS (callable): The pipeline component.
DOCS: https://spacy.io/api/language#get_pipe
"""
for pipe_name, component in self.pipeline:
if pipe_name == name:
return component
raise KeyError(Errors.E001.format(name=name, opts=self.pipe_names))
|
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",",
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":",
"if",
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"(",
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"format",
"(",
"name",
"=",
"name",
",",
"opts",
"=",
"self",
".",
"pipe_names",
")",
")"
] |
Get a pipeline component for a given component name.
name (unicode): Name of pipeline component to get.
RETURNS (callable): The pipeline component.
DOCS: https://spacy.io/api/language#get_pipe
|
[
"Get",
"a",
"pipeline",
"component",
"for",
"a",
"given",
"component",
"name",
"."
] |
8ee4100f8ffb336886208a1ea827bf4c745e2709
|
https://github.com/explosion/spaCy/blob/8ee4100f8ffb336886208a1ea827bf4c745e2709/spacy/language.py#L232-L243
|
train
|
Get a pipeline component for a given component name.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10110 + 0o41) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x37' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(7624 - 7513) + '\x33' + chr(323 - 270) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1932 - 1881) + chr(1784 - 1731) + chr(55), 8), ehT0Px3KOsy9(chr(974 - 926) + chr(379 - 268) + chr(0b110011) + chr(0b110001) + chr(1894 - 1841), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b100110 + 0o15) + chr(0b10010 + 0o37), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100101 + 0o15) + '\x30' + chr(0b100011 + 0o20), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x35' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(10330 - 10219) + '\062' + chr(49), 0o10), ehT0Px3KOsy9(chr(1630 - 1582) + '\x6f' + '\061' + chr(0b11011 + 0o25) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(130 - 82) + chr(0b1001101 + 0o42) + chr(1295 - 1245) + '\x31' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1000 + 0o147) + chr(49) + '\x31' + chr(245 - 191), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + '\x31' + chr(0b10 + 0o64) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(12141 - 12030) + '\x35' + chr(0b11011 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b110010) + chr(0b101110 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + chr(0b101100 + 0o5) + '\x36' + chr(0b10100 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(50) + chr(0b101 + 0o60), 52303 - 52295), ehT0Px3KOsy9(chr(86 - 38) + '\157' + '\x31' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(54) + chr(0b1100 + 0o52), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\062' + chr(513 - 464), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(737 - 686) + '\061' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b110110), 18911 - 18903), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x31' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2009 - 1958) + chr(55) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + '\x32' + chr(2106 - 2057) + chr(0b1 + 0o63), 0o10), ehT0Px3KOsy9('\060' + chr(3719 - 3608) + chr(2027 - 1976) + '\x36' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\062' + chr(983 - 929) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(49) + chr(1638 - 1589) + chr(55), 14148 - 14140), ehT0Px3KOsy9(chr(1937 - 1889) + chr(111) + chr(284 - 234) + '\x30' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(51) + chr(0b110000) + '\x30', 7728 - 7720), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b1111 + 0o43) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b1100 + 0o44) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48 - 0) + chr(111) + '\x33' + chr(0b110001) + chr(0b110001 + 0o4), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1444 - 1393) + '\060', 0o10), ehT0Px3KOsy9(chr(2053 - 2005) + chr(0b1101110 + 0o1) + chr(51) + '\064' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000 + 0o7) + chr(0b10000 + 0o44), 22478 - 22470), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(53) + chr(0b101101 + 0o7), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(11291 - 11180) + chr(725 - 672) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(0b1100100) + chr(7449 - 7348) + chr(99) + chr(0b1010101 + 0o32) + '\x64' + chr(101))(chr(117) + chr(8762 - 8646) + chr(102) + chr(0b1011 + 0o42) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zfFyylms3bvp(oVre8I6UXc3b, AIvJRzLdDfgF):
for (G1NLAHNDC21a, M5lXaa6RJI35) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1cVK\x8a\x83\xa4\xb7\xe6'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1101010 + 0o13) + chr(5052 - 4936) + chr(0b1010100 + 0o22) + chr(0b101101) + chr(0b111000))):
if G1NLAHNDC21a == AIvJRzLdDfgF:
return M5lXaa6RJI35
raise RQ6CSRrFArYB(xafqLlk3kkUe(QgnVXGrwwWoC.E001, xafqLlk3kkUe(SXOLrMavuUCe(b'\nPI\x82\x8e\xb9'), chr(5871 - 5771) + '\x65' + '\143' + chr(9279 - 9168) + chr(3272 - 3172) + chr(101))(chr(1955 - 1838) + chr(0b1100000 + 0o24) + chr(0b1100110) + chr(1708 - 1663) + chr(2937 - 2881)))(name=AIvJRzLdDfgF, opts=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1cVK\x8a\xb0\xa3\xb8\xee\x0eb'), chr(7860 - 7760) + chr(0b1100101) + chr(7681 - 7582) + '\157' + chr(2294 - 2194) + chr(0b1010011 + 0o22))(chr(0b1001011 + 0o52) + chr(11332 - 11216) + chr(102) + chr(45) + '\070'))))
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