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ray-project/ray
python/ray/experimental/async_api.py
init
def init(): """ Initialize synchronously. """ loop = asyncio.get_event_loop() if loop.is_running(): raise Exception("You must initialize the Ray async API by calling " "async_api.init() or async_api.as_future(obj) before " "the event loop starts.") else: asyncio.get_event_loop().run_until_complete(_async_init())
python
def init(): """ Initialize synchronously. """ loop = asyncio.get_event_loop() if loop.is_running(): raise Exception("You must initialize the Ray async API by calling " "async_api.init() or async_api.as_future(obj) before " "the event loop starts.") else: asyncio.get_event_loop().run_until_complete(_async_init())
[ "def", "init", "(", ")", ":", "loop", "=", "asyncio", ".", "get_event_loop", "(", ")", "if", "loop", ".", "is_running", "(", ")", ":", "raise", "Exception", "(", "\"You must initialize the Ray async API by calling \"", "\"async_api.init() or async_api.as_future(obj) before \"", "\"the event loop starts.\"", ")", "else", ":", "asyncio", ".", "get_event_loop", "(", ")", ".", "run_until_complete", "(", "_async_init", "(", ")", ")" ]
Initialize synchronously.
[ "Initialize", "synchronously", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_api.py#L24-L34
train
Initialize synchronously.
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(0b101 + 0o53) + chr(2484 - 2373) + '\062' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(192 - 144) + chr(0b10000 + 0o41), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9729 - 9618) + chr(2201 - 2151) + '\060' + chr(1814 - 1759), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(51) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(48) + '\x31', 1903 - 1895), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(2225 - 2176) + chr(48), 4379 - 4371), ehT0Px3KOsy9(chr(0b110000) + chr(11754 - 11643) + chr(49) + chr(1065 - 1013), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(50) + '\062', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\062' + '\063' + '\064', 20642 - 20634), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(50) + chr(49) + '\062', 0b1000), ehT0Px3KOsy9(chr(1115 - 1067) + '\x6f' + '\063' + chr(322 - 274) + chr(49), 8), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b101001 + 0o106) + chr(50) + chr(53) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110010 + 0o2) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(1325 - 1277) + '\x6f' + chr(51) + '\061' + chr(48), 54818 - 54810), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\067' + '\x31', 36098 - 36090), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9572 - 9461) + chr(2364 - 2314) + '\x32', 62902 - 62894), ehT0Px3KOsy9('\060' + chr(3138 - 3027) + chr(1982 - 1927) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(752 - 701) + chr(53) + chr(0b101 + 0o55), 31873 - 31865), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(0b110001) + chr(52) + chr(0b10000 + 0o41), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110110) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(605 - 557) + chr(846 - 735) + '\063' + chr(0b110010) + chr(2900 - 2845), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x30' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(170 - 120) + chr(0b110100) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(11255 - 11144) + '\x32' + '\067' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\x33' + chr(50), 29301 - 29293), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10100 + 0o36) + chr(369 - 314) + chr(51), 45597 - 45589), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\063' + '\x33' + chr(261 - 206), 55274 - 55266), ehT0Px3KOsy9(chr(0b110000) + chr(0b10010 + 0o135) + chr(0b110001) + chr(51) + '\062', 8), ehT0Px3KOsy9(chr(1347 - 1299) + '\157' + chr(0b110001) + chr(0b101000 + 0o10) + chr(745 - 694), 64404 - 64396), ehT0Px3KOsy9(chr(484 - 436) + chr(111) + '\x32' + '\062' + '\065', 4144 - 4136), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(472 - 422) + chr(0b11100 + 0o30) + chr(70 - 17), 8), ehT0Px3KOsy9(chr(48) + chr(11960 - 11849) + chr(1893 - 1842) + chr(0b110010) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o26) + chr(0b100000 + 0o20) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\x34' + chr(50), 24058 - 24050), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(4489 - 4378) + chr(0b110010) + '\x31', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(50) + '\x30', 8), ehT0Px3KOsy9(chr(1997 - 1949) + '\157' + chr(2100 - 2049) + chr(0b10101 + 0o40) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(1485 - 1435) + chr(0b11101 + 0o24) + chr(0b101100 + 0o12), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1000110 + 0o51) + '\065' + chr(1919 - 1871), 49528 - 49520)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'?'), chr(100) + chr(6104 - 6003) + chr(0b10111 + 0o114) + chr(0b101 + 0o152) + '\144' + chr(1754 - 1653))(chr(425 - 308) + '\164' + chr(102) + chr(1715 - 1670) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def A5GIpkDsgP4U(): soHuU2SiFlRS = blvCldVncvhZ.get_event_loop() if xafqLlk3kkUe(soHuU2SiFlRS, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xf2\xd8\xe9\xb4&b\xfb\xf2\xed'), chr(0b1100100) + chr(0b1001100 + 0o31) + chr(1866 - 1767) + '\x6f' + '\144' + chr(8354 - 8253))(chr(0b1000010 + 0o63) + '\x74' + chr(0b1010010 + 0o24) + chr(1169 - 1124) + chr(1340 - 1284)))(): raise jLmadlzMdunT(xafqLlk3kkUe(SXOLrMavuUCe(b'H\xee\xf2\xbb\xac=\x7f\xe6\xbc\xe3\xaf\xc6S\xa1\x18s{E\x8fA\x02\xbf%\x85\xec;\xc2\xff;0\xec\xcb\xb2\xe5cAY0\x88\xf71\xe2\xe6\xf7\xad!b\xf5\xbc\xeb\xb2\xd6I\xab&~bV\xc4\x08\x18\xbe4\x8d\x97z\xd4\xadz"\xe6\xdc\xbf\xa6}p`y\xc4\xefb\xde\xe1\xee\xb5=~\xf7\xb4\xe5\xa3\xc5\x0e\xe8\x1bztP\x98\x04V\xa3(\xc0\x9e?\xcd\xba47\xb5\xc9\xbe\xaaR1cd\x8b\xfce\xf2\xa9'), chr(0b1100100) + chr(101) + chr(4263 - 4164) + chr(0b1100011 + 0o14) + chr(0b1100000 + 0o4) + chr(0b1010010 + 0o23))(chr(0b111101 + 0o70) + '\164' + chr(7597 - 7495) + chr(0b10101 + 0o30) + chr(0b111000))) else: xafqLlk3kkUe(blvCldVncvhZ.get_event_loop(), xafqLlk3kkUe(SXOLrMavuUCe(b'c\xf4\xe9\xc4\xb4&x\xfb\xf0\xd5\xa2\xc0J\xb8\x15zfZ'), chr(4408 - 4308) + chr(6448 - 6347) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(4659 - 4543) + '\146' + '\055' + chr(0b110001 + 0o7)))(cY_GkATkdGvJ())
ray-project/ray
python/ray/experimental/async_api.py
shutdown
def shutdown(): """Manually shutdown the async API. Cancels all related tasks and all the socket transportation. """ global handler, transport, protocol if handler is not None: handler.close() transport.close() handler = None transport = None protocol = None
python
def shutdown(): """Manually shutdown the async API. Cancels all related tasks and all the socket transportation. """ global handler, transport, protocol if handler is not None: handler.close() transport.close() handler = None transport = None protocol = None
[ "def", "shutdown", "(", ")", ":", "global", "handler", ",", "transport", ",", "protocol", "if", "handler", "is", "not", "None", ":", "handler", ".", "close", "(", ")", "transport", ".", "close", "(", ")", "handler", "=", "None", "transport", "=", "None", "protocol", "=", "None" ]
Manually shutdown the async API. Cancels all related tasks and all the socket transportation.
[ "Manually", "shutdown", "the", "async", "API", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_api.py#L51-L62
train
Manually shutdown the async API.
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(0b0 + 0o60) + '\x6f' + chr(0b101 + 0o54) + chr(55) + chr(0b11011 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + '\061' + chr(0b110010) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3641 - 3530) + chr(719 - 670) + '\x33', 0o10), ehT0Px3KOsy9(chr(2050 - 2002) + chr(0b1101111) + chr(2125 - 2076) + chr(51) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\x32' + chr(0b10 + 0o61) + '\062', 55576 - 55568), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1570 - 1520) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + chr(0b10010 + 0o41) + '\x32' + chr(0b100011 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(0b110001 + 0o1) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4206 - 4095) + chr(1121 - 1070) + chr(0b10001 + 0o40) + '\x37', 409 - 401), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101 + 0o54) + '\x35' + chr(0b11101 + 0o31), 26724 - 26716), ehT0Px3KOsy9(chr(735 - 687) + chr(0b1001011 + 0o44) + chr(50), 47533 - 47525), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(503 - 451) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o12) + '\x35' + chr(1174 - 1121), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x32' + chr(1072 - 1018), ord("\x08")), ehT0Px3KOsy9(chr(1124 - 1076) + chr(0b1101111) + chr(2449 - 2398) + '\x34' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(335 - 285) + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10011 + 0o41) + '\066', 45162 - 45154), ehT0Px3KOsy9('\x30' + chr(2909 - 2798) + chr(0b100011 + 0o20) + chr(0b101 + 0o55) + chr(0b110110), 2867 - 2859), ehT0Px3KOsy9(chr(686 - 638) + chr(442 - 331) + chr(0b110001) + chr(0b1011 + 0o54) + '\065', 0o10), ehT0Px3KOsy9(chr(653 - 605) + '\x6f' + chr(0b110000 + 0o3) + chr(0b11 + 0o55) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(259 - 211) + chr(111) + chr(1335 - 1283) + chr(0b100 + 0o61), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5115 - 5004) + chr(0b1011 + 0o47) + chr(0b110001 + 0o5) + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101011 + 0o6) + chr(54) + '\x36', 31177 - 31169), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(904 - 854) + chr(54) + chr(1214 - 1163), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\066' + chr(1171 - 1117), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x37' + chr(0b101111 + 0o4), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7948 - 7837) + '\x33' + '\065', 24897 - 24889), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(51) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + '\x32' + chr(280 - 225) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + chr(0b110011) + '\065' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5367 - 5256) + '\063' + '\x32' + chr(2197 - 2147), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11110 + 0o25) + '\x35' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x31', 27306 - 27298), ehT0Px3KOsy9(chr(0b110000) + chr(10380 - 10269) + '\063' + chr(48) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110001) + '\x32' + chr(449 - 398), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100001 + 0o116) + chr(1040 - 989) + chr(52) + '\x30', 33087 - 33079), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(51) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(1310 - 1257), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\065' + chr(0b11010 + 0o26), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(100) + '\x65' + '\x63' + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b11111 + 0o125) + chr(0b1100110) + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ueh22mwO3hKE(): global I_GTmuOABRzI, nxY3zRibWGdL, fJqBRb8RJkYP if I_GTmuOABRzI is not None: xafqLlk3kkUe(I_GTmuOABRzI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a;d*\xff'), '\x64' + '\x65' + '\x63' + chr(0b1110 + 0o141) + chr(957 - 857) + chr(101))(chr(0b1110001 + 0o4) + chr(0b1110100) + chr(813 - 711) + chr(1804 - 1759) + chr(0b10000 + 0o50)))() xafqLlk3kkUe(nxY3zRibWGdL, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a;d*\xff'), '\144' + chr(1308 - 1207) + chr(0b1100011) + chr(702 - 591) + '\x64' + chr(8249 - 8148))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(45) + chr(0b10110 + 0o42)))() I_GTmuOABRzI = None nxY3zRibWGdL = None fJqBRb8RJkYP = None
ray-project/ray
python/ray/experimental/features.py
flush_redis_unsafe
def flush_redis_unsafe(redis_client=None): """This removes some non-critical state from the primary Redis shard. This removes the log files as well as the event log from Redis. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, it will only partially address the issue as much of the data is in the task table (and object table), which are not flushed. Args: redis_client: optional, if not provided then ray.init() must have been called. """ if redis_client is None: ray.worker.global_worker.check_connected() redis_client = ray.worker.global_worker.redis_client # Delete the log files from the primary Redis shard. keys = redis_client.keys("LOGFILE:*") if len(keys) > 0: num_deleted = redis_client.delete(*keys) else: num_deleted = 0 print("Deleted {} log files from Redis.".format(num_deleted)) # Delete the event log from the primary Redis shard. keys = redis_client.keys("event_log:*") if len(keys) > 0: num_deleted = redis_client.delete(*keys) else: num_deleted = 0 print("Deleted {} event logs from Redis.".format(num_deleted))
python
def flush_redis_unsafe(redis_client=None): """This removes some non-critical state from the primary Redis shard. This removes the log files as well as the event log from Redis. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, it will only partially address the issue as much of the data is in the task table (and object table), which are not flushed. Args: redis_client: optional, if not provided then ray.init() must have been called. """ if redis_client is None: ray.worker.global_worker.check_connected() redis_client = ray.worker.global_worker.redis_client # Delete the log files from the primary Redis shard. keys = redis_client.keys("LOGFILE:*") if len(keys) > 0: num_deleted = redis_client.delete(*keys) else: num_deleted = 0 print("Deleted {} log files from Redis.".format(num_deleted)) # Delete the event log from the primary Redis shard. keys = redis_client.keys("event_log:*") if len(keys) > 0: num_deleted = redis_client.delete(*keys) else: num_deleted = 0 print("Deleted {} event logs from Redis.".format(num_deleted))
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This removes some non-critical state from the primary Redis shard. This removes the log files as well as the event log from Redis. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, it will only partially address the issue as much of the data is in the task table (and object table), which are not flushed. Args: redis_client: optional, if not provided then ray.init() must have been called.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/features.py#L13-L44
train
This function deletes all non - critical state from Redis and returns a sequence of unique identifiers.
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' + chr(53) + chr(48), 18266 - 18258), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10110 + 0o33) + chr(0b110101) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + '\062' + chr(0b1011 + 0o50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10000 + 0o43) + chr(53) + '\x30', 19919 - 19911), ehT0Px3KOsy9('\060' + chr(3282 - 3171) + chr(726 - 676) + chr(0b110101) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1725 - 1676) + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(519 - 471) + chr(0b1101111) + chr(0b110111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(373 - 323) + chr(0b1010 + 0o50), 48272 - 48264), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b11101 + 0o25) + chr(0b101101 + 0o5), 3646 - 3638), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\x33' + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(50) + '\064' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(351 - 301) + chr(1024 - 972), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + '\063' + chr(0b110001 + 0o6) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(5336 - 5225) + '\062' + chr(0b110110) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b100101 + 0o13) + '\066', 0o10), ehT0Px3KOsy9(chr(1324 - 1276) + '\x6f' + chr(52) + chr(0b110011), 58662 - 58654), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(6485 - 6374) + chr(2325 - 2276) + chr(591 - 541) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2337 - 2287) + '\063' + '\063', 31219 - 31211), ehT0Px3KOsy9(chr(1328 - 1280) + chr(3299 - 3188) + chr(0b100101 + 0o15) + chr(0b1000 + 0o57) + chr(0b11011 + 0o34), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + '\066' + chr(0b11010 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10044 - 9933) + '\x32' + chr(1436 - 1387) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\064' + chr(1902 - 1851), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(1056 - 1003) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4683 - 4572) + chr(0b110111) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(55) + '\x37', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b101111 + 0o4) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10110 + 0o34) + '\x36' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + chr(1076 - 1027) + chr(50) + chr(0b10011 + 0o44), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2683 - 2572) + chr(0b110010) + chr(0b101011 + 0o7) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10111 + 0o32) + chr(0b101000 + 0o16) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000000 + 0o57) + chr(0b110001) + '\x37' + '\x32', 30024 - 30016), ehT0Px3KOsy9('\060' + chr(10850 - 10739) + '\x31' + chr(1217 - 1163) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + '\063' + chr(0b101111 + 0o2) + chr(1435 - 1380), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\x35' + chr(0b101000 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b1 + 0o62) + '\x31' + chr(1572 - 1517), 8), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + chr(54) + chr(48), 57614 - 57606), ehT0Px3KOsy9(chr(48) + chr(2865 - 2754) + '\x34' + chr(0b110100 + 0o1), 0b1000), ehT0Px3KOsy9(chr(1074 - 1026) + '\157' + chr(0b110001) + chr(0b110000) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(0b110100) + chr(0b110011 + 0o2), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110101) + chr(2099 - 2046), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(12140 - 12029) + chr(2609 - 2556) + chr(0b101000 + 0o10), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x06'), chr(100) + '\145' + '\143' + chr(7229 - 7118) + chr(0b1100100) + chr(0b1010010 + 0o23))('\x75' + chr(116) + '\146' + '\055' + chr(1641 - 1585)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def q9Lalfot1Cg8(znULerELFfBL=None): if znULerELFfBL is None: xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_worker, xafqLlk3kkUe(SXOLrMavuUCe(b'K\x00v\x8b\xc0$^}\xbc\xf4\xc6w\x8d\xd1"'), chr(977 - 877) + chr(0b1100101) + chr(2532 - 2433) + chr(0b1010111 + 0o30) + chr(0b111001 + 0o53) + chr(0b1100101))(chr(0b110 + 0o157) + chr(0b10010 + 0o142) + chr(0b1100110) + '\055' + chr(1292 - 1236)))() znULerELFfBL = H9zaXRrGK6Cq.worker.global_worker.znULerELFfBL w8H8C9ec5BO1 = znULerELFfBL.keys(xafqLlk3kkUe(SXOLrMavuUCe(b"d'T\xae\xe27x(\xf8"), chr(0b1100100) + chr(0b100011 + 0o102) + '\143' + chr(111) + chr(0b1100100) + chr(0b101011 + 0o72))('\x75' + chr(116) + '\146' + chr(0b11110 + 0o17) + chr(0b100111 + 0o21))) if c2A0yzQpDQB3(w8H8C9ec5BO1) > ehT0Px3KOsy9('\060' + chr(10671 - 10560) + chr(48), 0b1000): WUL7biDSS6pG = znULerELFfBL.delete(*w8H8C9ec5BO1) else: WUL7biDSS6pG = ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(0b101001 + 0o7), 8) zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'l\r\x7f\x8d\xdf\x1eY2\xa9\xe7\x83x\x96\xd3fE>\xf7\xdaD\xa8\xc5\xdaV\xd2>\xe22\xf7\x1e\tX'), chr(5168 - 5068) + chr(101) + chr(99) + chr(111) + '\x64' + chr(0b100101 + 0o100))(chr(7147 - 7030) + chr(0b1110100) + '\x66' + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'~\\a\x87\xe3\x1an!\x82\xea\xc6~'), chr(9172 - 9072) + chr(101) + chr(0b110100 + 0o57) + '\157' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b10101 + 0o137) + '\x66' + chr(0b1 + 0o54) + chr(56)))(WUL7biDSS6pG)) w8H8C9ec5BO1 = znULerELFfBL.keys(xafqLlk3kkUe(SXOLrMavuUCe(b'M\x1ev\x86\xdf$Q}\xb5\xa0\x89'), chr(100) + chr(0b1010111 + 0o16) + chr(2974 - 2875) + chr(111) + chr(100) + chr(101))('\165' + '\164' + '\x66' + chr(45) + '\070')) if c2A0yzQpDQB3(w8H8C9ec5BO1) > ehT0Px3KOsy9('\060' + '\x6f' + '\060', 8): WUL7biDSS6pG = znULerELFfBL.delete(*w8H8C9ec5BO1) else: WUL7biDSS6pG = ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(0b101110 + 0o2), 8) zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'l\r\x7f\x8d\xdf\x1eY2\xa9\xe7\x83q\x8f\xd1(Ww\xf7\xd0P\xfb\x83\xceK\xd0s\x90\x05\xf6\x13\x13\x05\xe1'), '\x64' + '\x65' + chr(0b1001011 + 0o30) + '\x6f' + chr(1066 - 966) + '\145')(chr(0b10101 + 0o140) + chr(116) + chr(0b1100110) + chr(0b1001 + 0o44) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'~\\a\x87\xe3\x1an!\x82\xea\xc6~'), '\144' + chr(546 - 445) + chr(99) + '\x6f' + '\144' + chr(0b1000100 + 0o41))('\165' + chr(3408 - 3292) + chr(0b1100110) + '\055' + '\x38'))(WUL7biDSS6pG))
ray-project/ray
python/ray/experimental/features.py
flush_task_and_object_metadata_unsafe
def flush_task_and_object_metadata_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the object and task metadata. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work. """ ray.worker.global_worker.check_connected() def flush_shard(redis_client): # Flush the task table. Note that this also flushes the driver tasks # which may be undesirable. num_task_keys_deleted = 0 for key in redis_client.scan_iter(match=TASK_PREFIX + b"*"): num_task_keys_deleted += redis_client.delete(key) print("Deleted {} task keys from Redis.".format(num_task_keys_deleted)) # Flush the object information. num_object_keys_deleted = 0 for key in redis_client.scan_iter(match=OBJECT_INFO_PREFIX + b"*"): num_object_keys_deleted += redis_client.delete(key) print("Deleted {} object info keys from Redis.".format( num_object_keys_deleted)) # Flush the object locations. num_object_location_keys_deleted = 0 for key in redis_client.scan_iter(match=OBJECT_LOCATION_PREFIX + b"*"): num_object_location_keys_deleted += redis_client.delete(key) print("Deleted {} object location keys from Redis.".format( num_object_location_keys_deleted)) # Loop over the shards and flush all of them. for redis_client in ray.worker.global_state.redis_clients: flush_shard(redis_client)
python
def flush_task_and_object_metadata_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the object and task metadata. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work. """ ray.worker.global_worker.check_connected() def flush_shard(redis_client): # Flush the task table. Note that this also flushes the driver tasks # which may be undesirable. num_task_keys_deleted = 0 for key in redis_client.scan_iter(match=TASK_PREFIX + b"*"): num_task_keys_deleted += redis_client.delete(key) print("Deleted {} task keys from Redis.".format(num_task_keys_deleted)) # Flush the object information. num_object_keys_deleted = 0 for key in redis_client.scan_iter(match=OBJECT_INFO_PREFIX + b"*"): num_object_keys_deleted += redis_client.delete(key) print("Deleted {} object info keys from Redis.".format( num_object_keys_deleted)) # Flush the object locations. num_object_location_keys_deleted = 0 for key in redis_client.scan_iter(match=OBJECT_LOCATION_PREFIX + b"*"): num_object_location_keys_deleted += redis_client.delete(key) print("Deleted {} object location keys from Redis.".format( num_object_location_keys_deleted)) # Loop over the shards and flush all of them. for redis_client in ray.worker.global_state.redis_clients: flush_shard(redis_client)
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This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the object and task metadata. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/features.py#L47-L84
train
This function removes all of the task and object metadata from Redis shards.
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21970), ehT0Px3KOsy9('\060' + chr(111) + chr(898 - 847) + '\066' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4767 - 4656) + '\066' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6453 - 6342) + '\063' + '\064', 0b1000), ehT0Px3KOsy9(chr(1709 - 1661) + '\x6f' + chr(49) + '\062' + chr(2035 - 1985), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000110 + 0o51) + chr(53) + chr(0b10101 + 0o33), 58896 - 58888), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(0b110001 + 0o0) + chr(1246 - 1196) + chr(0b100001 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\066' + '\060', 49419 - 49411), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b110011) + '\060' + chr(1857 - 1804), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11010 + 0o27) + '\063' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(943 - 895) + chr(0b1110 + 0o141) + '\x34' + chr(0b110000), 45209 - 45201), ehT0Px3KOsy9('\x30' + '\157' + '\x34' + chr(2170 - 2115), 8593 - 8585), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101 + 0o1) + '\064', 3471 - 3463), ehT0Px3KOsy9(chr(48) + chr(5515 - 5404) + '\x32' + chr(1037 - 983) + chr(832 - 779), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x34' + chr(177 - 124), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\066' + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(2591 - 2480) + chr(49) + chr(0b101000 + 0o11) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1670 - 1622) + chr(0b10000 + 0o137) + chr(52) + chr(50), 10885 - 10877), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10101 + 0o35) + '\x36' + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + chr(920 - 809) + chr(50) + chr(0b110110) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b110111), 4980 - 4972), ehT0Px3KOsy9('\060' + chr(1827 - 1716) + chr(0b10111 + 0o33) + '\066' + chr(0b11111 + 0o21), 8), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + chr(0b110011) + chr(2049 - 1994), 65452 - 65444), ehT0Px3KOsy9('\060' + chr(10089 - 9978) + chr(1304 - 1254) + chr(55) + chr(2490 - 2440), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + chr(179 - 130) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\064' + '\061', 43244 - 43236), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + '\x34' + chr(805 - 754), 20118 - 20110), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(54), 40421 - 40413), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x32' + chr(0b110101), 51025 - 51017), ehT0Px3KOsy9(chr(2066 - 2018) + chr(3932 - 3821) + '\x34' + chr(49), 8), ehT0Px3KOsy9('\060' + chr(0b111011 + 0o64) + chr(54) + chr(0b1110 + 0o45), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\062' + chr(0b1110 + 0o43), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1 + 0o62) + '\x30', 10888 - 10880), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(500 - 449) + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b11110 + 0o26) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(7485 - 7374) + '\x32' + '\x35' + '\x33', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(1722 - 1674) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(51) + '\063' + '\060', 37859 - 37851), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + chr(51) + '\x36' + chr(48), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\065' + chr(0b101 + 0o53), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'I'), '\144' + chr(101) + chr(99) + chr(1686 - 1575) + chr(0b0 + 0o144) + chr(9690 - 9589))('\165' + '\164' + chr(102) + '\055' + chr(0b11111 + 0o31)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def pid3DILwbw5A(): xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\x9bT\x7f9w0\xdf\xab5WCSQ\xd1'), chr(100) + chr(0b101100 + 0o71) + chr(99) + chr(0b100101 + 0o112) + '\144' + chr(0b100111 + 0o76))(chr(117) + '\164' + chr(102) + chr(0b101101) + '\x38'))() def O6NWg4JKpbNX(znULerELFfBL): yJYG_61_rYqX = ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x30', 0b1000) for K3J4ZwSlE0sT in xafqLlk3kkUe(znULerELFfBL, xafqLlk3kkUe(SXOLrMavuUCe(b"\x14\x90Pr\rA'\xd5\xb7"), '\x64' + '\x65' + chr(99) + chr(111) + chr(0b1011111 + 0o5) + '\x65')(chr(356 - 239) + chr(0b1000000 + 0o64) + chr(1219 - 1117) + chr(0b101101) + chr(0b110 + 0o62)))(match=zJHlwegPGEi0 + SXOLrMavuUCe(b'M')): yJYG_61_rYqX += znULerELFfBL.delete(K3J4ZwSlE0sT) zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'#\x96]y&M7\x90\xbe&\x12TFG\xde\xc5Z)[\xc6\x91a\xc2p\xd7-sFb\xfcR\x1d'), chr(0b1100100) + '\x65' + chr(0b1010100 + 0o17) + chr(0b10000 + 0o137) + chr(0b101000 + 0o74) + chr(101))(chr(0b1110001 + 0o4) + chr(0b1110100) + chr(102) + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'1\xc7Cs\x1aI\x00\x83\x95+WJ'), '\144' + chr(101) + chr(4910 - 4811) + '\157' + chr(0b1100100) + chr(1779 - 1678))('\x75' + '\164' + '\146' + chr(997 - 952) + '\x38'))(yJYG_61_rYqX)) AhEDerZaESgO = ehT0Px3KOsy9(chr(48) + chr(111) + chr(48), 8) for K3J4ZwSlE0sT in xafqLlk3kkUe(znULerELFfBL, xafqLlk3kkUe(SXOLrMavuUCe(b"\x14\x90Pr\rA'\xd5\xb7"), chr(0b101110 + 0o66) + chr(0b1100101) + '\143' + chr(0b1010 + 0o145) + chr(2405 - 2305) + chr(101))(chr(117) + '\164' + chr(0b1100110) + chr(0b10111 + 0o26) + chr(56)))(match=maSFTdY7CMpn + SXOLrMavuUCe(b'M')): AhEDerZaESgO += znULerELFfBL.delete(K3J4ZwSlE0sT) zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'#\x96]y&M7\x90\xbe&\x12OE^\xd0\x86ElK\xdb\xd7h\x90t\xdftR\x03`\xe7N^\xf1J\x92\xc3\xc2\xb0\xf6'), '\144' + chr(0b1010101 + 0o20) + chr(99) + '\x6f' + chr(0b1100100) + '\145')(chr(2462 - 2345) + chr(7405 - 7289) + chr(102) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'1\xc7Cs\x1aI\x00\x83\x95+WJ'), '\144' + '\x65' + '\x63' + '\x6f' + chr(0b100011 + 0o101) + chr(4547 - 4446))(chr(0b111011 + 0o72) + '\164' + chr(102) + chr(0b101101) + chr(0b100101 + 0o23)))(AhEDerZaESgO)) EECz4dT5IG5K = ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\060', 8) for K3J4ZwSlE0sT in xafqLlk3kkUe(znULerELFfBL, xafqLlk3kkUe(SXOLrMavuUCe(b"\x14\x90Pr\rA'\xd5\xb7"), '\144' + chr(101) + '\x63' + chr(4671 - 4560) + '\x64' + chr(0b100010 + 0o103))('\165' + chr(12766 - 12650) + chr(0b1100110) + chr(0b101101) + chr(0b100111 + 0o21)))(match=mNUWY1pIXXMB + SXOLrMavuUCe(b'M')): EECz4dT5IG5K += znULerELFfBL.delete(K3J4ZwSlE0sT) zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'#\x96]y&M7\x90\xbe&\x12OE^\xd0\x86ElN\xda\xd2f\xc4v\xd5c\x01Hc\xecR\x13\xb7j\x98\xca\x8b\x91\xbd\x94\x0e\x80\x1f'), chr(0b1100100) + chr(101) + chr(7634 - 7535) + chr(10537 - 10426) + chr(0b101 + 0o137) + '\x65')('\165' + chr(0b1110100) + chr(0b111 + 0o137) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'1\xc7Cs\x1aI\x00\x83\x95+WJ'), chr(0b1100011 + 0o1) + '\x65' + chr(1372 - 1273) + chr(0b1000110 + 0o51) + chr(0b1011 + 0o131) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + '\055' + chr(0b0 + 0o70)))(EECz4dT5IG5K)) for znULerELFfBL in xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_state, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\xb0c$\x03x6\xc0\xf6\t]\x7f'), '\144' + chr(0b1100001 + 0o4) + chr(0b1100011) + '\157' + chr(0b111111 + 0o45) + '\x65')(chr(0b100101 + 0o120) + chr(0b11010 + 0o132) + chr(0b1100110) + chr(0b101101) + chr(1301 - 1245))): O6NWg4JKpbNX(znULerELFfBL)
ray-project/ray
python/ray/experimental/features.py
flush_finished_tasks_unsafe
def flush_finished_tasks_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the metadata for finished tasks. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work. """ ray.worker.global_worker.check_connected() for shard_index in range(len(ray.global_state.redis_clients)): _flush_finished_tasks_unsafe_shard(shard_index)
python
def flush_finished_tasks_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the metadata for finished tasks. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work. """ ray.worker.global_worker.check_connected() for shard_index in range(len(ray.global_state.redis_clients)): _flush_finished_tasks_unsafe_shard(shard_index)
[ "def", "flush_finished_tasks_unsafe", "(", ")", ":", "ray", ".", "worker", ".", "global_worker", ".", "check_connected", "(", ")", "for", "shard_index", "in", "range", "(", "len", "(", "ray", ".", "global_state", ".", "redis_clients", ")", ")", ":", "_flush_finished_tasks_unsafe_shard", "(", "shard_index", ")" ]
This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the metadata for finished tasks. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work.
[ "This", "removes", "some", "critical", "state", "from", "the", "Redis", "shards", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/features.py#L155-L169
train
This function is used to remove all finished tasks from Redis shards.
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(1346 - 1298) + chr(6524 - 6413) + chr(0b11 + 0o56) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b10 + 0o65) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(477 - 427) + chr(0b110100), 48409 - 48401), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x36' + chr(0b11011 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1803 - 1754) + chr(0b101110 + 0o5) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(2054 - 2006) + '\x6f' + chr(374 - 324) + chr(0b11010 + 0o33) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\x36' + chr(0b110110), 7885 - 7877), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x36' + chr(934 - 882), 20894 - 20886), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110110) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(97 - 49) + chr(111) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1832 - 1784) + '\157' + chr(50) + chr(52) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + chr(0b110001) + chr(328 - 277) + chr(706 - 651), 4702 - 4694), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10111 + 0o33) + chr(50) + '\x33', 51694 - 51686), ehT0Px3KOsy9(chr(1651 - 1603) + chr(0b1101111) + chr(0b1101 + 0o46) + '\063' + chr(0b110001), 53622 - 53614), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + chr(50) + '\x34' + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2127 - 2076) + '\x37' + chr(0b110001 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(1033 - 985) + chr(0b1011011 + 0o24) + chr(2128 - 2077) + chr(2521 - 2470) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\062' + '\x35', 5168 - 5160), ehT0Px3KOsy9('\060' + '\x6f' + chr(139 - 88) + chr(0b110100) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + '\062' + chr(1625 - 1571), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2287 - 2176) + chr(0b110011) + chr(0b11001 + 0o34) + chr(54), 5750 - 5742), ehT0Px3KOsy9(chr(2085 - 2037) + chr(0b1101111) + chr(0b10100 + 0o37) + '\x32' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + '\062' + chr(401 - 348) + chr(0b110110), 8773 - 8765), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11111 + 0o24) + chr(0b110100) + chr(51), 0o10), ehT0Px3KOsy9(chr(1278 - 1230) + chr(111) + chr(49) + chr(0b1010 + 0o47) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(6370 - 6259) + chr(52) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(50) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b1000 + 0o55) + chr(1483 - 1435), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8982 - 8871) + chr(0b101011 + 0o7) + '\067' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(759 - 710) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1142 - 1091) + '\x36' + chr(1264 - 1212), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111001 + 0o66) + chr(50) + chr(0b110010) + chr(0b10011 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9106 - 8995) + chr(0b100 + 0o56) + chr(560 - 512) + chr(1793 - 1739), 36251 - 36243), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110110) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(673 - 562) + chr(825 - 774) + chr(0b100111 + 0o13) + chr(0b11 + 0o64), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x32' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1836 - 1788) + chr(0b1100111 + 0o10) + '\x31' + '\064' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(2355 - 2305) + chr(2577 - 2523) + chr(1863 - 1815), 46508 - 46500), ehT0Px3KOsy9('\x30' + chr(10471 - 10360) + '\x32' + '\064' + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(6044 - 5933) + '\x35' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'"'), '\x64' + '\145' + chr(99) + '\x6f' + chr(0b1001110 + 0o26) + '\145')('\165' + chr(116) + chr(102) + chr(0b11100 + 0o21) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def vQ9Zqz1YXAue(): xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_worker, xafqLlk3kkUe(SXOLrMavuUCe(b'o\x131\x920\xf0\xd5[\xdfm\xc4<\xe7\xbc\xc2'), chr(100) + chr(0b1001010 + 0o33) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))('\x75' + '\x74' + chr(5475 - 5373) + chr(0b101101) + chr(0b111000)))() for syZLI10aqBdC in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(H9zaXRrGK6Cq.global_state, xafqLlk3kkUe(SXOLrMavuUCe(b'h8\x06\xc9\n\xff\xd3D\x82Q\xce\x00'), '\x64' + chr(4422 - 4321) + '\143' + chr(0b1101111) + '\144' + chr(101))(chr(0b101011 + 0o112) + '\164' + '\146' + chr(0b101101) + '\070')))): iTTcQZTJjEHG(syZLI10aqBdC)
ray-project/ray
python/ray/experimental/features.py
flush_evicted_objects_unsafe
def flush_evicted_objects_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the metadata for objects that have been evicted. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work. """ ray.worker.global_worker.check_connected() for shard_index in range(len(ray.global_state.redis_clients)): _flush_evicted_objects_unsafe_shard(shard_index)
python
def flush_evicted_objects_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the metadata for objects that have been evicted. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work. """ ray.worker.global_worker.check_connected() for shard_index in range(len(ray.global_state.redis_clients)): _flush_evicted_objects_unsafe_shard(shard_index)
[ "def", "flush_evicted_objects_unsafe", "(", ")", ":", "ray", ".", "worker", ".", "global_worker", ".", "check_connected", "(", ")", "for", "shard_index", "in", "range", "(", "len", "(", "ray", ".", "global_state", ".", "redis_clients", ")", ")", ":", "_flush_evicted_objects_unsafe_shard", "(", "shard_index", ")" ]
This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the metadata for objects that have been evicted. This can be used to try to address out-of-memory errors caused by the accumulation of metadata in Redis. However, after running this command, fault tolerance will most likely not work.
[ "This", "removes", "some", "critical", "state", "from", "the", "Redis", "shards", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/features.py#L172-L186
train
This function is used to remove all objects that have been evicted from Redis.
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(0b1001101 + 0o42) + chr(51) + '\x37' + chr(0b110100), 19735 - 19727), ehT0Px3KOsy9(chr(1476 - 1428) + chr(0b1101111) + chr(53) + '\x31', 53269 - 53261), ehT0Px3KOsy9('\060' + '\x6f' + chr(266 - 217) + '\x35' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b1000 + 0o50) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1037 - 987) + chr(0b110011) + '\x35', 7162 - 7154), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(1650 - 1597) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\063' + chr(0b100010 + 0o23), 8), ehT0Px3KOsy9('\x30' + chr(6085 - 5974) + '\x32' + chr(0b110100) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9010 - 8899) + chr(2119 - 2068) + chr(191 - 141), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\066' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1208 - 1159) + chr(0b110011) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110011) + '\x30', 53570 - 53562), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + chr(0b110011) + '\067' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + '\x32' + chr(1348 - 1295) + chr(52), 0o10), ehT0Px3KOsy9(chr(575 - 527) + '\x6f' + '\x31' + chr(1028 - 978) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(189 - 141) + chr(6772 - 6661) + chr(52) + chr(0b100100 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + '\063' + chr(0b110000) + chr(526 - 477), 11310 - 11302), ehT0Px3KOsy9(chr(1308 - 1260) + chr(0b101001 + 0o106) + chr(865 - 816) + '\063' + chr(511 - 459), 61042 - 61034), ehT0Px3KOsy9(chr(1993 - 1945) + chr(0b111110 + 0o61) + chr(50) + chr(1476 - 1422), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b11100 + 0o32) + chr(0b110100), 47673 - 47665), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + '\063' + '\064', 0o10), ehT0Px3KOsy9(chr(2011 - 1963) + '\x6f' + chr(0b0 + 0o61) + chr(2217 - 2169) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(0b11001 + 0o31) + chr(0b110100) + chr(2643 - 2588), 4316 - 4308), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1930 - 1880) + chr(51) + chr(1180 - 1127), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101100 + 0o7) + chr(1954 - 1900) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1011100 + 0o23) + '\062' + chr(49) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4691 - 4580) + chr(0b110011) + '\x32' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + chr(0b110001), 42114 - 42106), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(52) + chr(678 - 629), 48848 - 48840), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100011 + 0o20) + chr(53) + chr(1848 - 1800), 8), ehT0Px3KOsy9(chr(836 - 788) + '\x6f' + '\x31' + chr(54) + chr(49), 53795 - 53787), ehT0Px3KOsy9('\060' + chr(5069 - 4958) + chr(0b11100 + 0o26) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11 + 0o57) + chr(0b110000) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x30' + chr(0b11101 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100 + 0o3) + chr(0b110100), 7574 - 7566), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100010 + 0o17) + chr(51) + chr(0b110011), 13553 - 13545), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x37' + chr(2363 - 2309), 11971 - 11963), ehT0Px3KOsy9('\x30' + chr(0b100001 + 0o116) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1950 - 1902) + chr(0b1010111 + 0o30) + chr(0b10010 + 0o40) + chr(0b10001 + 0o44) + chr(0b110111), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110101) + chr(0b101101 + 0o3), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2'), '\x64' + '\x65' + chr(99) + chr(111) + chr(0b100110 + 0o76) + '\145')('\165' + chr(116) + chr(5805 - 5703) + chr(1343 - 1298) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def NS5e_M0SgyoE(): xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9fA\r"\xf6\xb7\xfe\xcat\x1e:\xfb\x8f\xc94'), chr(4110 - 4010) + '\145' + chr(8262 - 8163) + chr(0b1101 + 0o142) + '\144' + '\x65')(chr(117) + chr(0b10000 + 0o144) + '\146' + chr(0b101101) + chr(56)))() for syZLI10aqBdC in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(H9zaXRrGK6Cq.global_state, xafqLlk3kkUe(SXOLrMavuUCe(b'\x98j:y\xcc\xb8\xf8\xd5)"0\xc7'), chr(0b10101 + 0o117) + '\145' + chr(0b1001011 + 0o30) + chr(5795 - 5684) + chr(0b1100100) + '\145')(chr(0b100111 + 0o116) + '\164' + chr(0b1100110) + '\055' + '\070')))): BZY1LvTNCnrc(syZLI10aqBdC)
ray-project/ray
python/ray/rllib/agents/ppo/ppo_policy_graph.py
PPOPolicyGraph.copy
def copy(self, existing_inputs): """Creates a copy of self using existing input placeholders.""" return PPOPolicyGraph( self.observation_space, self.action_space, self.config, existing_inputs=existing_inputs)
python
def copy(self, existing_inputs): """Creates a copy of self using existing input placeholders.""" return PPOPolicyGraph( self.observation_space, self.action_space, self.config, existing_inputs=existing_inputs)
[ "def", "copy", "(", "self", ",", "existing_inputs", ")", ":", "return", "PPOPolicyGraph", "(", "self", ".", "observation_space", ",", "self", ".", "action_space", ",", "self", ".", "config", ",", "existing_inputs", "=", "existing_inputs", ")" ]
Creates a copy of self using existing input placeholders.
[ "Creates", "a", "copy", "of", "self", "using", "existing", "input", "placeholders", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/ppo/ppo_policy_graph.py#L318-L324
train
Creates a copy of self using existing input placeholders.
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(1721 - 1673) + '\157' + chr(52) + chr(1929 - 1877), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100011 + 0o17) + '\x37' + chr(2159 - 2104), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100 + 0o143) + chr(0b110001) + chr(50) + '\x35', 13299 - 13291), ehT0Px3KOsy9(chr(990 - 942) + '\157' + chr(0b100101 + 0o16) + chr(2371 - 2320) + chr(403 - 349), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3644 - 3533) + '\x37' + chr(0b10111 + 0o40), 0b1000), ehT0Px3KOsy9(chr(1184 - 1136) + chr(111) + '\x32' + chr(1723 - 1675) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(54) + chr(171 - 118), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + chr(0b110010) + chr(2335 - 2285) + '\062', 37295 - 37287), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101111 + 0o3) + '\064' + chr(273 - 220), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b10010 + 0o40) + '\066', 60282 - 60274), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b1010 + 0o52) + chr(0b10101 + 0o33), 26583 - 26575), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(390 - 339) + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b1 + 0o61) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3560 - 3449) + chr(2455 - 2405) + chr(50) + '\x36', 0b1000), ehT0Px3KOsy9(chr(1219 - 1171) + '\157' + '\062' + chr(0b100010 + 0o22) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b110011 + 0o74) + '\x31' + chr(1686 - 1638) + chr(1042 - 994), 22971 - 22963), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + '\063' + chr(55) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + chr(1286 - 1236) + chr(1653 - 1605) + chr(1953 - 1902), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2383 - 2272) + chr(1966 - 1916) + chr(0b110110 + 0o1) + chr(0b101011 + 0o12), 60435 - 60427), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + chr(0b110010) + chr(2318 - 2269), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\064' + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x30' + chr(2665 - 2612), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b101001 + 0o10) + '\x31', 0o10), ehT0Px3KOsy9(chr(100 - 52) + chr(1763 - 1652) + chr(0b110000 + 0o1) + '\060' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + '\064' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(325 - 214) + '\x33' + chr(1357 - 1305) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1911 - 1863) + chr(0b1001010 + 0o45) + '\x34' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(1274 - 1220) + chr(1419 - 1369), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100011 + 0o20) + chr(2267 - 2216) + chr(0b1110 + 0o42), 50475 - 50467), ehT0Px3KOsy9(chr(0b110000) + chr(4134 - 4023) + chr(0b110010) + chr(54) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + '\x34' + '\x37', 4700 - 4692), ehT0Px3KOsy9(chr(48) + '\157' + chr(55) + chr(50), 25258 - 25250), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(8147 - 8036) + chr(0b110011) + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(2471 - 2419) + chr(0b10011 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + '\x31' + chr(292 - 242) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(1409 - 1354) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(0b11 + 0o56) + chr(835 - 783) + chr(1102 - 1053), 12442 - 12434), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\067' + chr(0b110011), 49631 - 49623), ehT0Px3KOsy9(chr(0b110000) + chr(2798 - 2687) + chr(1932 - 1883) + chr(1898 - 1843) + chr(0b110011), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b100001 + 0o24) + chr(1658 - 1610), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\n'), chr(100) + '\x65' + chr(8523 - 8424) + '\x6f' + chr(0b1010010 + 0o22) + chr(0b1100101))(chr(117) + '\164' + chr(0b1100110) + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def igThHS4jwVsa(oVre8I6UXc3b, d042H4donDxi): return Vi_VdoS7E9cQ(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xdd&\xbbyI\xe5A\xfb\xcax\xff\x99$\xf7\xc6%'), chr(100) + chr(101) + '\143' + chr(0b101101 + 0o102) + '\144' + chr(0b1100101))(chr(0b1000000 + 0o65) + chr(116) + chr(0b111100 + 0o52) + '\055' + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'E\xdc!\xb7dQ\xdbF\xe2\xc4u\xc5'), '\x64' + chr(0b1010000 + 0o25) + chr(0b100000 + 0o103) + '\157' + chr(9544 - 9444) + chr(101))(chr(0b1001000 + 0o55) + chr(0b1110100) + '\146' + '\x2d' + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'N\xfe?\xe9X\r\xb4v\xe6\x95 \xcf'), chr(100) + chr(0b1010010 + 0o23) + '\x63' + chr(0b10 + 0o155) + '\x64' + chr(9166 - 9065))(chr(117) + chr(0b1100110 + 0o16) + chr(0b1001011 + 0o33) + '\x2d' + '\x38')), existing_inputs=d042H4donDxi)
ray-project/ray
examples/parameter_server/model.py
deepnn
def deepnn(x): """deepnn builds the graph for a deep net for classifying digits. Args: x: an input tensor with the dimensions (N_examples, 784), where 784 is the number of pixels in a standard MNIST image. Returns: A tuple (y, keep_prob). y is a tensor of shape (N_examples, 10), with values equal to the logits of classifying the digit into one of 10 classes (the digits 0-9). keep_prob is a scalar placeholder for the probability of dropout. """ # Reshape to use within a convolutional neural net. # Last dimension is for "features" - there is only one here, since images # are grayscale -- it would be 3 for an RGB image, 4 for RGBA, etc. with tf.name_scope("reshape"): x_image = tf.reshape(x, [-1, 28, 28, 1]) # First convolutional layer - maps one grayscale image to 32 feature maps. with tf.name_scope("conv1"): W_conv1 = weight_variable([5, 5, 1, 32]) b_conv1 = bias_variable([32]) h_conv1 = tf.nn.relu(conv2d(x_image, W_conv1) + b_conv1) # Pooling layer - downsamples by 2X. with tf.name_scope("pool1"): h_pool1 = max_pool_2x2(h_conv1) # Second convolutional layer -- maps 32 feature maps to 64. with tf.name_scope("conv2"): W_conv2 = weight_variable([5, 5, 32, 64]) b_conv2 = bias_variable([64]) h_conv2 = tf.nn.relu(conv2d(h_pool1, W_conv2) + b_conv2) # Second pooling layer. with tf.name_scope("pool2"): h_pool2 = max_pool_2x2(h_conv2) # Fully connected layer 1 -- after 2 round of downsampling, our 28x28 image # is down to 7x7x64 feature maps -- maps this to 1024 features. with tf.name_scope("fc1"): W_fc1 = weight_variable([7 * 7 * 64, 1024]) b_fc1 = bias_variable([1024]) h_pool2_flat = tf.reshape(h_pool2, [-1, 7 * 7 * 64]) h_fc1 = tf.nn.relu(tf.matmul(h_pool2_flat, W_fc1) + b_fc1) # Dropout - controls the complexity of the model, prevents co-adaptation of # features. with tf.name_scope("dropout"): keep_prob = tf.placeholder(tf.float32) h_fc1_drop = tf.nn.dropout(h_fc1, keep_prob) # Map the 1024 features to 10 classes, one for each digit with tf.name_scope("fc2"): W_fc2 = weight_variable([1024, 10]) b_fc2 = bias_variable([10]) y_conv = tf.matmul(h_fc1_drop, W_fc2) + b_fc2 return y_conv, keep_prob
python
def deepnn(x): """deepnn builds the graph for a deep net for classifying digits. Args: x: an input tensor with the dimensions (N_examples, 784), where 784 is the number of pixels in a standard MNIST image. Returns: A tuple (y, keep_prob). y is a tensor of shape (N_examples, 10), with values equal to the logits of classifying the digit into one of 10 classes (the digits 0-9). keep_prob is a scalar placeholder for the probability of dropout. """ # Reshape to use within a convolutional neural net. # Last dimension is for "features" - there is only one here, since images # are grayscale -- it would be 3 for an RGB image, 4 for RGBA, etc. with tf.name_scope("reshape"): x_image = tf.reshape(x, [-1, 28, 28, 1]) # First convolutional layer - maps one grayscale image to 32 feature maps. with tf.name_scope("conv1"): W_conv1 = weight_variable([5, 5, 1, 32]) b_conv1 = bias_variable([32]) h_conv1 = tf.nn.relu(conv2d(x_image, W_conv1) + b_conv1) # Pooling layer - downsamples by 2X. with tf.name_scope("pool1"): h_pool1 = max_pool_2x2(h_conv1) # Second convolutional layer -- maps 32 feature maps to 64. with tf.name_scope("conv2"): W_conv2 = weight_variable([5, 5, 32, 64]) b_conv2 = bias_variable([64]) h_conv2 = tf.nn.relu(conv2d(h_pool1, W_conv2) + b_conv2) # Second pooling layer. with tf.name_scope("pool2"): h_pool2 = max_pool_2x2(h_conv2) # Fully connected layer 1 -- after 2 round of downsampling, our 28x28 image # is down to 7x7x64 feature maps -- maps this to 1024 features. with tf.name_scope("fc1"): W_fc1 = weight_variable([7 * 7 * 64, 1024]) b_fc1 = bias_variable([1024]) h_pool2_flat = tf.reshape(h_pool2, [-1, 7 * 7 * 64]) h_fc1 = tf.nn.relu(tf.matmul(h_pool2_flat, W_fc1) + b_fc1) # Dropout - controls the complexity of the model, prevents co-adaptation of # features. with tf.name_scope("dropout"): keep_prob = tf.placeholder(tf.float32) h_fc1_drop = tf.nn.dropout(h_fc1, keep_prob) # Map the 1024 features to 10 classes, one for each digit with tf.name_scope("fc2"): W_fc2 = weight_variable([1024, 10]) b_fc2 = bias_variable([10]) y_conv = tf.matmul(h_fc1_drop, W_fc2) + b_fc2 return y_conv, keep_prob
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deepnn builds the graph for a deep net for classifying digits. Args: x: an input tensor with the dimensions (N_examples, 784), where 784 is the number of pixels in a standard MNIST image. Returns: A tuple (y, keep_prob). y is a tensor of shape (N_examples, 10), with values equal to the logits of classifying the digit into one of 10 classes (the digits 0-9). keep_prob is a scalar placeholder for the probability of dropout.
[ "deepnn", "builds", "the", "graph", "for", "a", "deep", "net", "for", "classifying", "digits", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/examples/parameter_server/model.py#L120-L180
train
Builds a graph for a deep net for classifying digits.
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(2191 - 2143) + chr(0b1101111) + '\x33' + chr(1150 - 1095) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110111) + chr(0b110011 + 0o2), 8), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b110001) + chr(0b110011) + chr(0b101010 + 0o15), 27213 - 27205), ehT0Px3KOsy9(chr(0b110000) + chr(4487 - 4376) + chr(691 - 641) + chr(0b11 + 0o64) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1001 + 0o55) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(51) + chr(0b1101 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(1066 - 1018) + chr(0b1011101 + 0o22) + chr(51) + chr(0b10001 + 0o43) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + '\x32' + chr(0b10100 + 0o43) + chr(1545 - 1490), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10100 + 0o36) + chr(0b110110) + '\x32', 5124 - 5116), ehT0Px3KOsy9(chr(2010 - 1962) + chr(0b11001 + 0o126) + '\x31' + chr(0b110110) + '\x33', 16185 - 16177), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(6596 - 6485) + '\061' + chr(0b110001) + chr(1953 - 1901), 60963 - 60955), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(51) + '\064' + '\061', 0b1000), ehT0Px3KOsy9(chr(1146 - 1098) + '\x6f' + '\061' + chr(53) + chr(0b1100 + 0o52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + '\063' + '\060' + chr(0b1011 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x34' + chr(55), 20939 - 20931), ehT0Px3KOsy9(chr(680 - 632) + chr(0b1101111) + '\x32' + chr(0b110100) + chr(0b1101 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(50) + chr(0b110000) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + '\x33' + chr(2644 - 2589) + chr(0b101100 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(1019 - 971) + chr(111) + chr(0b110101 + 0o1) + chr(0b100010 + 0o17), 28271 - 28263), ehT0Px3KOsy9(chr(104 - 56) + chr(6112 - 6001) + chr(2392 - 2341) + '\x36' + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o35) + chr(48), 10998 - 10990), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\065' + '\x33', 55490 - 55482), ehT0Px3KOsy9(chr(692 - 644) + '\157' + '\063' + '\065' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b110011) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x31' + '\x36', 38381 - 38373), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(93 - 39) + chr(0b11010 + 0o30), 0o10), ehT0Px3KOsy9(chr(1921 - 1873) + '\157' + chr(50) + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(9341 - 9230) + '\x34' + chr(0b110000 + 0o7), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\061' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\067' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(0b110010) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000001 + 0o56) + '\x31' + chr(54) + chr(465 - 411), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + '\063' + '\x37' + chr(0b110001 + 0o4), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101010 + 0o12) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(111 - 62) + chr(48) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(55) + '\062', 0b1000), ehT0Px3KOsy9(chr(556 - 508) + chr(0b1101 + 0o142) + chr(282 - 233) + chr(2301 - 2246) + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9(chr(1331 - 1283) + chr(0b1000000 + 0o57) + chr(2537 - 2486) + chr(2426 - 2375), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\067' + chr(0b110000 + 0o0), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1790 - 1742) + chr(0b1101111) + '\065' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3'), chr(892 - 792) + chr(7406 - 7305) + '\x63' + chr(111) + '\144' + chr(0b1100101))('\165' + chr(0b11100 + 0o130) + chr(0b1100110) + chr(0b10001 + 0o34) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kM1zczQX0KJl(OeWW0F1dBPRQ): with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), chr(1832 - 1732) + chr(101) + chr(4229 - 4130) + chr(111) + '\x64' + chr(7677 - 7576))(chr(5026 - 4909) + chr(469 - 353) + chr(8277 - 8175) + '\x2d' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x98,\xd0U-\x83'), chr(7896 - 7796) + chr(0b111101 + 0o50) + '\x63' + '\157' + chr(4586 - 4486) + '\145')(chr(1533 - 1416) + '\x74' + chr(5647 - 5545) + chr(0b101101) + chr(2647 - 2591))): Qo6C3_4_TOVc = IDJ2eXGCBCDu.reshape(OeWW0F1dBPRQ, [-ehT0Px3KOsy9(chr(48) + chr(111) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1825 - 1774) + chr(52), 24898 - 24890), ehT0Px3KOsy9(chr(48) + chr(7847 - 7736) + chr(0b1110 + 0o45) + chr(52), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\x31', 8)]) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), '\144' + chr(0b1100101) + chr(99) + chr(111) + chr(0b1100100) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x921\xce\x05'), '\144' + chr(8261 - 8160) + chr(612 - 513) + chr(0b11010 + 0o125) + chr(8147 - 8047) + '\x65')(chr(13143 - 13026) + '\164' + '\146' + chr(0b100000 + 0o15) + chr(0b111000))): tEVDmBNP58I1 = cffe7JbZI37k([ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101), 58590 - 58582), ehT0Px3KOsy9(chr(1138 - 1090) + chr(0b1001011 + 0o44) + '\065', 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\x31', 8), ehT0Px3KOsy9(chr(1040 - 992) + '\157' + chr(52) + chr(48), ord("\x08"))]) Kpe0CciBlnJn = pDIkXJ7gvveO([ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + chr(52) + '\x30', 8)]) _FfYuDf9v0W4 = IDJ2eXGCBCDu.nn.relu(SthR2IQmYziF(Qo6C3_4_TOVc, tEVDmBNP58I1) + Kpe0CciBlnJn) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), chr(100) + chr(101) + chr(7771 - 7672) + chr(111) + chr(9103 - 9003) + chr(101))(chr(117) + '\x74' + chr(0b1010000 + 0o26) + chr(0b10 + 0o53) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x920\xd4\x05'), chr(0b1000011 + 0o41) + chr(101) + '\x63' + chr(0b1010001 + 0o36) + chr(0b100010 + 0o102) + '\x65')(chr(117) + '\164' + chr(102) + chr(45) + chr(0b111000))): fzrC3vVMQHHD = VIsOfxHrQs8j(_FfYuDf9v0W4) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), chr(4328 - 4228) + '\145' + chr(9532 - 9433) + chr(0b1100 + 0o143) + chr(0b1000000 + 0o44) + chr(0b1100101))(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + chr(3050 - 2994)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x921\xce\x06'), chr(3684 - 3584) + '\x65' + chr(99) + chr(0b1101111) + '\x64' + chr(101))(chr(0b10010 + 0o143) + chr(0b100011 + 0o121) + chr(102) + '\x2d' + '\070')): gSj3yS7gquBf = cffe7JbZI37k([ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010 + 0o3), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(52) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(48) + chr(0b10011 + 0o35), 29192 - 29184)]) l0FEoG1Colnt = pDIkXJ7gvveO([ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b100000 + 0o20) + '\060', 8)]) GWzF_B2aOQw1 = IDJ2eXGCBCDu.nn.relu(SthR2IQmYziF(fzrC3vVMQHHD, gSj3yS7gquBf) + l0FEoG1Colnt) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), chr(0b1100100) + chr(0b1010010 + 0o23) + chr(0b101100 + 0o67) + '\157' + chr(0b100011 + 0o101) + chr(101))(chr(2072 - 1955) + '\164' + '\x66' + chr(0b10010 + 0o33) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x920\xd4\x06'), chr(0b1010001 + 0o23) + chr(101) + chr(9608 - 9509) + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + chr(0b1010011 + 0o41) + '\x66' + chr(45) + '\x38')): ZJmHiD8lJ4jw = VIsOfxHrQs8j(GWzF_B2aOQw1) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), '\144' + chr(101) + chr(99) + chr(0b1101111) + chr(0b1101 + 0o127) + chr(101))(chr(8768 - 8651) + chr(0b111101 + 0o67) + '\146' + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\x9en'), chr(0b1100100) + chr(101) + '\x63' + '\157' + chr(100) + chr(2017 - 1916))('\165' + chr(116) + chr(0b1100110) + '\x2d' + '\x38')): mWbS_y08YOHF = cffe7JbZI37k([ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(0b100 + 0o63), 18549 - 18541) * ehT0Px3KOsy9('\x30' + chr(111) + '\067', 8) * ehT0Px3KOsy9('\060' + chr(111) + chr(2099 - 2050) + '\x30' + '\x30', 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b11110 + 0o121) + chr(111 - 61) + '\x30' + '\x30' + '\x30', ord("\x08"))]) TKZS3OKcjL4d = pDIkXJ7gvveO([ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101101 + 0o2) + '\062' + chr(0b100110 + 0o12) + chr(1885 - 1837) + '\x30', 8)]) q3vbakVzC87T = IDJ2eXGCBCDu.reshape(ZJmHiD8lJ4jw, [-ehT0Px3KOsy9(chr(1428 - 1380) + chr(0b1101111) + chr(49), 8), ehT0Px3KOsy9(chr(1834 - 1786) + chr(0b1101111) + chr(2889 - 2834), 8) * ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x37', 8) * ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(0b110001) + '\x30' + '\060', 8)]) YSXVlJvSsAyo = IDJ2eXGCBCDu.nn.relu(IDJ2eXGCBCDu.matmul(q3vbakVzC87T, mWbS_y08YOHF) + TKZS3OKcjL4d) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), '\144' + '\145' + '\x63' + chr(0b1101111) + chr(9700 - 9600) + chr(101))(chr(0b1110101) + '\164' + '\x66' + '\x2d' + chr(2093 - 2037)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x8f0\xc8[(\x92'), chr(100) + '\x65' + chr(601 - 502) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1000001 + 0o63) + chr(0b1100110) + chr(526 - 481) + chr(0b111000))): gHeP0t6GwBIV = IDJ2eXGCBCDu.placeholder(IDJ2eXGCBCDu.float32) Nzndfuc4he0O = IDJ2eXGCBCDu.nn.ag0mwEgWzjYv(YSXVlJvSsAyo, gHeP0t6GwBIV) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x9c2\xddk.\x85\xd0\xc2\x16'), chr(0b1100100) + chr(101) + '\x63' + chr(3736 - 3625) + chr(100) + chr(0b100011 + 0o102))(chr(0b1110101) + chr(0b1010 + 0o152) + chr(4832 - 4730) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\x9em'), chr(0b1100100) + chr(0b1100101) + chr(5591 - 5492) + chr(0b1010010 + 0o35) + chr(100) + chr(101))('\165' + '\x74' + '\x66' + chr(45) + chr(0b111000))): jDHctuGN9dhe = cffe7JbZI37k([ehT0Px3KOsy9(chr(961 - 913) + chr(111) + chr(0b11000 + 0o32) + chr(0b110000) + chr(0b110000) + chr(48), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b0 + 0o61) + '\x32', 16548 - 16540)]) OT7jdyKo1_GJ = pDIkXJ7gvveO([ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(0b1000 + 0o51) + chr(50), 8)]) i10sCK_FymBe = IDJ2eXGCBCDu.matmul(Nzndfuc4he0O, jDHctuGN9dhe) + OT7jdyKo1_GJ return (i10sCK_FymBe, gHeP0t6GwBIV)
ray-project/ray
python/ray/signature.py
get_signature_params
def get_signature_params(func): """Get signature parameters Support Cython functions by grabbing relevant attributes from the Cython function and attaching to a no-op function. This is somewhat brittle, since funcsigs may change, but given that funcsigs is written to a PEP, we hope it is relatively stable. Future versions of Python may allow overloading the inspect 'isfunction' and 'ismethod' functions / create ABC for Python functions. Until then, it appears that Cython won't do anything about compatability with the inspect module. Args: func: The function whose signature should be checked. Raises: TypeError: A type error if the signature is not supported """ # The first condition for Cython functions, the latter for Cython instance # methods if is_cython(func): attrs = [ "__code__", "__annotations__", "__defaults__", "__kwdefaults__" ] if all(hasattr(func, attr) for attr in attrs): original_func = func def func(): return for attr in attrs: setattr(func, attr, getattr(original_func, attr)) else: raise TypeError("{!r} is not a Python function we can process" .format(func)) return list(funcsigs.signature(func).parameters.items())
python
def get_signature_params(func): """Get signature parameters Support Cython functions by grabbing relevant attributes from the Cython function and attaching to a no-op function. This is somewhat brittle, since funcsigs may change, but given that funcsigs is written to a PEP, we hope it is relatively stable. Future versions of Python may allow overloading the inspect 'isfunction' and 'ismethod' functions / create ABC for Python functions. Until then, it appears that Cython won't do anything about compatability with the inspect module. Args: func: The function whose signature should be checked. Raises: TypeError: A type error if the signature is not supported """ # The first condition for Cython functions, the latter for Cython instance # methods if is_cython(func): attrs = [ "__code__", "__annotations__", "__defaults__", "__kwdefaults__" ] if all(hasattr(func, attr) for attr in attrs): original_func = func def func(): return for attr in attrs: setattr(func, attr, getattr(original_func, attr)) else: raise TypeError("{!r} is not a Python function we can process" .format(func)) return list(funcsigs.signature(func).parameters.items())
[ "def", "get_signature_params", "(", "func", ")", ":", "# The first condition for Cython functions, the latter for Cython instance", "# methods", "if", "is_cython", "(", "func", ")", ":", "attrs", "=", "[", "\"__code__\"", ",", "\"__annotations__\"", ",", "\"__defaults__\"", ",", "\"__kwdefaults__\"", "]", "if", "all", "(", "hasattr", "(", "func", ",", "attr", ")", "for", "attr", "in", "attrs", ")", ":", "original_func", "=", "func", "def", "func", "(", ")", ":", "return", "for", "attr", "in", "attrs", ":", "setattr", "(", "func", ",", "attr", ",", "getattr", "(", "original_func", ",", "attr", ")", ")", "else", ":", "raise", "TypeError", "(", "\"{!r} is not a Python function we can process\"", ".", "format", "(", "func", ")", ")", "return", "list", "(", "funcsigs", ".", "signature", "(", "func", ")", ".", "parameters", ".", "items", "(", ")", ")" ]
Get signature parameters Support Cython functions by grabbing relevant attributes from the Cython function and attaching to a no-op function. This is somewhat brittle, since funcsigs may change, but given that funcsigs is written to a PEP, we hope it is relatively stable. Future versions of Python may allow overloading the inspect 'isfunction' and 'ismethod' functions / create ABC for Python functions. Until then, it appears that Cython won't do anything about compatability with the inspect module. Args: func: The function whose signature should be checked. Raises: TypeError: A type error if the signature is not supported
[ "Get", "signature", "parameters" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/signature.py#L39-L75
train
Get signature parameters from Cython functions.
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) + '\x33' + chr(886 - 836) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2786 - 2731) + chr(0b110111), 36052 - 36044), ehT0Px3KOsy9('\060' + chr(1500 - 1389) + '\x32' + chr(55) + chr(800 - 752), ord("\x08")), ehT0Px3KOsy9(chr(1011 - 963) + chr(111) + '\063' + chr(49) + chr(0b1001 + 0o54), 44601 - 44593), ehT0Px3KOsy9(chr(1977 - 1929) + chr(0b1100100 + 0o13) + '\x32' + chr(0b11101 + 0o32) + chr(0b110101 + 0o1), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + chr(51) + chr(2671 - 2617) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\061' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110011), 19422 - 19414), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(53) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(5060 - 4949) + chr(50) + chr(51) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(0b110010) + chr(0b1010 + 0o46) + '\x36', 12704 - 12696), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\x31' + chr(55) + chr(0b100100 + 0o16), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + chr(0b110010) + chr(48), 0o10), ehT0Px3KOsy9(chr(1743 - 1695) + chr(0b1101111) + chr(0b110010) + chr(52) + chr(0b110111), 53433 - 53425), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2216 - 2166) + chr(0b110101) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(5564 - 5453) + chr(52) + chr(0b0 + 0o67), 58098 - 58090), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2458 - 2407) + '\064', 46243 - 46235), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b10110 + 0o40) + chr(2024 - 1969), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b101011 + 0o14) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2555 - 2502) + chr(49), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11011 + 0o30) + chr(0b11011 + 0o32) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + '\063' + '\x37' + chr(2044 - 1995), 61701 - 61693), ehT0Px3KOsy9(chr(1235 - 1187) + chr(0b1101110 + 0o1) + chr(0b110011) + chr(0b110111) + chr(0b1100 + 0o45), 8), ehT0Px3KOsy9(chr(1235 - 1187) + '\x6f' + '\x33' + chr(0b1001 + 0o51) + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + chr(2953 - 2842) + chr(0b110010) + chr(0b110111) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1115 - 1066) + chr(0b100000 + 0o27) + chr(0b11000 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(969 - 858) + chr(51) + chr(0b1011 + 0o54) + '\063', 28662 - 28654), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b110110) + chr(0b100000 + 0o24), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7585 - 7474) + chr(53) + chr(75 - 26), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100111 + 0o13) + chr(0b110111) + chr(1284 - 1236), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\066' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b101100 + 0o11) + chr(2380 - 2329), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11100 + 0o26) + chr(1230 - 1179) + chr(1252 - 1200), 20426 - 20418), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(1800 - 1751) + '\x30', 33220 - 33212), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(919 - 866) + chr(0b100011 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + chr(0b100010 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b110001 + 0o76) + '\064' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1188 - 1140) + chr(6264 - 6153) + chr(1822 - 1773) + chr(1628 - 1580) + chr(0b11001 + 0o30), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1000 + 0o54) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(1195 - 1141) + chr(1314 - 1263), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + chr(0b110000), 34003 - 33995)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe'), '\x64' + chr(170 - 69) + '\x63' + '\157' + chr(0b111111 + 0o45) + chr(101))(chr(117) + chr(116) + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Qgt1d69PGqrc(EzOtJ3kbK5x4): if Y1FYvObGsfyT(EzOtJ3kbK5x4): oIhwMA96NShQ = [xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f`\xdb\xa2\xda\x94\xd7L'), chr(0b1100100) + chr(0b1001001 + 0o34) + '\x63' + chr(985 - 874) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(2580 - 2478) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f`\xd9\xa3\xd0\x9e\xfcr\xde\xf0\xe9\x14c\xf8\xf6'), chr(0b10010 + 0o122) + chr(0b1000100 + 0o41) + chr(0b1100011) + chr(111) + chr(2484 - 2384) + chr(101))(chr(0b1000 + 0o155) + '\x74' + chr(962 - 860) + '\055' + chr(0b110100 + 0o4)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f`\xdc\xa8\xd8\x90\xfd\x7f\xde\xea\xd9%'), chr(3313 - 3213) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + '\x65')('\165' + '\164' + chr(102) + chr(0b10001 + 0o34) + chr(0b100001 + 0o27)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f`\xd3\xba\xda\x94\xeer\xdf\xf5\xf2\tO\xf8'), chr(0b1011100 + 0o10) + '\x65' + chr(3495 - 3396) + chr(111) + '\144' + '\x65')('\x75' + '\164' + chr(102) + '\x2d' + '\070')] if Dl48nj1rbi23((lot1PSoAwYhj(EzOtJ3kbK5x4, uwnd9_euJYKT) for uwnd9_euJYKT in oIhwMA96NShQ)): o9uiakvawkRU = EzOtJ3kbK5x4 def EzOtJ3kbK5x4(): return for uwnd9_euJYKT in oIhwMA96NShQ: t0rOMsrOC7R_(EzOtJ3kbK5x4, uwnd9_euJYKT, xafqLlk3kkUe(o9uiakvawkRU, uwnd9_euJYKT)) else: raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\x1e\xca\xb0\x9e\x98\xfb3\xc4\xf6\xf2Zq\x87\xf9^h\x1f\x13G\xca\x9f\x8c\xbe\xde\x0c\x92[G\x98G\x8e\xbc\xabMA\x021U\x1c\xb3Z\xcb\xbe'), chr(0b1100100) + '\x65' + chr(3570 - 3471) + chr(0b1001110 + 0o41) + chr(100) + chr(101))('\x75' + chr(0b1001111 + 0o45) + '\x66' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\x0b\xca\xa2\xf6\x90\xdb \xfa\xe9\xe3\x10'), chr(0b111 + 0o135) + '\145' + chr(4902 - 4803) + chr(1519 - 1408) + chr(0b100001 + 0o103) + chr(101))('\165' + chr(116) + chr(0b1100110) + chr(0b101011 + 0o2) + chr(1233 - 1177)))(EzOtJ3kbK5x4)) return YyaZ4tpXu4lf(xafqLlk3kkUe(S6hwX_VTKbMk.signature(EzOtJ3kbK5x4).parameters, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9eE\xce\xa8\xf7\xab\xbbZ\xc6\xca\xceC'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + '\x64' + chr(0b110000 + 0o65))('\165' + chr(8894 - 8778) + chr(0b1001111 + 0o27) + '\055' + '\x38'))())
ray-project/ray
python/ray/signature.py
check_signature_supported
def check_signature_supported(func, warn=False): """Check if we support the signature of this function. We currently do not allow remote functions to have **kwargs. We also do not support keyword arguments in conjunction with a *args argument. Args: func: The function whose signature should be checked. warn: If this is true, a warning will be printed if the signature is not supported. If it is false, an exception will be raised if the signature is not supported. Raises: Exception: An exception is raised if the signature is not supported. """ function_name = func.__name__ sig_params = get_signature_params(func) has_kwargs_param = False has_kwonly_param = False for keyword_name, parameter in sig_params: if parameter.kind == Parameter.VAR_KEYWORD: has_kwargs_param = True if parameter.kind == Parameter.KEYWORD_ONLY: has_kwonly_param = True if has_kwargs_param: message = ("The function {} has a **kwargs argument, which is " "currently not supported.".format(function_name)) if warn: logger.warning(message) else: raise Exception(message) if has_kwonly_param: message = ("The function {} has a keyword only argument " "(defined after * or *args), which is currently " "not supported.".format(function_name)) if warn: logger.warning(message) else: raise Exception(message)
python
def check_signature_supported(func, warn=False): """Check if we support the signature of this function. We currently do not allow remote functions to have **kwargs. We also do not support keyword arguments in conjunction with a *args argument. Args: func: The function whose signature should be checked. warn: If this is true, a warning will be printed if the signature is not supported. If it is false, an exception will be raised if the signature is not supported. Raises: Exception: An exception is raised if the signature is not supported. """ function_name = func.__name__ sig_params = get_signature_params(func) has_kwargs_param = False has_kwonly_param = False for keyword_name, parameter in sig_params: if parameter.kind == Parameter.VAR_KEYWORD: has_kwargs_param = True if parameter.kind == Parameter.KEYWORD_ONLY: has_kwonly_param = True if has_kwargs_param: message = ("The function {} has a **kwargs argument, which is " "currently not supported.".format(function_name)) if warn: logger.warning(message) else: raise Exception(message) if has_kwonly_param: message = ("The function {} has a keyword only argument " "(defined after * or *args), which is currently " "not supported.".format(function_name)) if warn: logger.warning(message) else: raise Exception(message)
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Check if we support the signature of this function. We currently do not allow remote functions to have **kwargs. We also do not support keyword arguments in conjunction with a *args argument. Args: func: The function whose signature should be checked. warn: If this is true, a warning will be printed if the signature is not supported. If it is false, an exception will be raised if the signature is not supported. Raises: Exception: An exception is raised if the signature is not supported.
[ "Check", "if", "we", "support", "the", "signature", "of", "this", "function", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/signature.py#L78-L119
train
Check if the signature of a function is supported.
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(0b1101110 + 0o1) + chr(1683 - 1632) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b101010 + 0o11) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(2825 - 2771) + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3655 - 3544) + chr(2059 - 2010) + chr(0b110110) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + '\x36' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(49), 1819 - 1811), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x33' + chr(0b11110 + 0o22), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2254 - 2199) + chr(0b110100), 54685 - 54677), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100010 + 0o20) + '\x30' + chr(0b10101 + 0o41), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1797 - 1746) + '\x30' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(0b100011 + 0o16) + '\x33' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b1001 + 0o52) + '\061', 23089 - 23081), ehT0Px3KOsy9('\x30' + chr(111) + chr(1297 - 1247) + '\x37' + chr(195 - 144), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10 + 0o60) + '\064' + chr(49), 56159 - 56151), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(54) + '\x36', 64256 - 64248), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\060' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b11111 + 0o30) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110110) + chr(48), 56845 - 56837), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1001000 + 0o47) + chr(0b11111 + 0o22) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1631 - 1580) + chr(1168 - 1115) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11230 - 11119) + chr(0b110111) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8182 - 8071) + chr(0b100110 + 0o15) + chr(2342 - 2287) + chr(897 - 845), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110100) + chr(1017 - 967), 49886 - 49878), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1011 + 0o46) + chr(0b110111) + chr(1496 - 1446), 0b1000), ehT0Px3KOsy9(chr(1829 - 1781) + chr(111) + '\x31' + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110101) + chr(50), 61462 - 61454), ehT0Px3KOsy9('\x30' + chr(8175 - 8064) + '\x36' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(0b100101 + 0o15) + chr(0b100010 + 0o24) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(51) + chr(1966 - 1912), 34093 - 34085), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x36' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10716 - 10605) + chr(52) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b1011 + 0o46) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\062' + chr(0b101101 + 0o3), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b1001 + 0o53) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1079 - 1031) + chr(0b1101111) + chr(88 - 33) + chr(1060 - 1011), 8), ehT0Px3KOsy9(chr(48) + chr(11984 - 11873) + chr(51) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\060', 12002 - 11994), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b11101 + 0o26) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10582 - 10471) + chr(0b110001) + chr(1478 - 1424), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(53), 43978 - 43970)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(3138 - 3027) + '\065' + chr(2105 - 2057), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'4'), '\x64' + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(0b100110 + 0o77))(chr(117) + chr(0b1110100) + chr(0b101111 + 0o67) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def G7rcqkzfn4O4(EzOtJ3kbK5x4, nDEnNBabFNKm=ehT0Px3KOsy9(chr(1735 - 1687) + chr(111) + chr(1234 - 1186), 0b1000)): Go1_tlyXDW3h = EzOtJ3kbK5x4.Gbej4oZqKLA6 UNfGwWC74kOl = Qgt1d69PGqrc(EzOtJ3kbK5x4) PaJG8embF77I = ehT0Px3KOsy9(chr(48) + chr(6081 - 5970) + chr(947 - 899), 8) lR8IMXcWLNOK = ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(3831 - 3720) + '\x30', 8) for (dScfcabFhlkX, Sur8CJUVRGCp) in UNfGwWC74kOl: if xafqLlk3kkUe(Sur8CJUVRGCp, xafqLlk3kkUe(SXOLrMavuUCe(b'q7\x9c\x17'), chr(100) + chr(101) + chr(0b11001 + 0o112) + chr(0b1101111) + chr(0b1011111 + 0o5) + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + '\055' + chr(0b111000))) == xafqLlk3kkUe(nMgOEEwEsXHn, xafqLlk3kkUe(SXOLrMavuUCe(b'L\x1f\xa0,\x7fT\x81k\xc9\x96\x1b'), chr(0b1110 + 0o126) + chr(2297 - 2196) + '\143' + '\x6f' + '\x64' + chr(9049 - 8948))(chr(8647 - 8530) + chr(2701 - 2585) + chr(0b1011100 + 0o12) + '\x2d' + chr(56))): PaJG8embF77I = ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(270 - 221), 0b1000) if xafqLlk3kkUe(Sur8CJUVRGCp, xafqLlk3kkUe(SXOLrMavuUCe(b'q7\x9c\x17'), '\144' + '\145' + chr(99) + '\x6f' + '\x64' + chr(101))(chr(0b1010100 + 0o41) + chr(116) + chr(5258 - 5156) + chr(0b101101) + chr(0b110101 + 0o3))) == xafqLlk3kkUe(nMgOEEwEsXHn, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x1b\xab${C\x9cc\xc9\x8a\x13\x00'), chr(100) + '\145' + chr(0b1 + 0o142) + '\x6f' + '\x64' + '\145')(chr(0b1111 + 0o146) + '\164' + chr(0b10000 + 0o126) + '\x2d' + chr(2030 - 1974))): lR8IMXcWLNOK = ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49), 8) if PaJG8embF77I: R2mbIkZzeu1B = xafqLlk3kkUe(SXOLrMavuUCe(b'N6\x97SRd\xb6_\xf2\xad07\x9b\xda\x0b\xe7\x17\x91z\xc9X\xdc\xc8Pg\x1dT\xc5\xf9B\x06\xaa\xe2\x87Lt}\xf7z9:)\x9a\x1aWy\xf8U\xf5\xe4<,\xc9\xd3\x13\xa9\x0b\x9cp\xc9W\x93\x96Z\x7f\x1fE\xc7\xf1CR\xae\xf4\xce'), chr(4821 - 4721) + '\145' + chr(99) + chr(2895 - 2784) + chr(100) + '\145')('\x75' + '\164' + '\146' + '\055' + chr(0b111000)).V4roHaS3Ppej(Go1_tlyXDW3h) if nDEnNBabFNKm: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'm?\x80\x1d]\x7f\xbf'), '\144' + '\145' + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(117) + chr(116) + chr(102) + '\x2d' + chr(0b10 + 0o66)))(R2mbIkZzeu1B) else: raise jLmadlzMdunT(R2mbIkZzeu1B) if lR8IMXcWLNOK: R2mbIkZzeu1B = xafqLlk3kkUe(SXOLrMavuUCe(b'N6\x97SRd\xb6_\xf2\xad07\x9b\xda\x0b\xe7\x17\x91z\xc9X\xdc\x89\x1fu\x1dZ\xc5\xfa\x11I\xa5\xfc\x99\x19xj\xfe{x\x7f0\x86S\x1cu\xbdZ\xef\xaa:=\x9b\xc0\x10\xb3\x1a\x82)\xc3\x19\x93\x90Z&\x0bG\xd0\xed\x18\n\xeb\xe7\x88Pzp\xb9gf:=\x87\x01Ft\xb6H\xea\xbd\x7f7\xd4\xd5V\xb4\n\x80y\x86K\x88\x87\x1e"'), chr(6371 - 6271) + chr(101) + chr(0b11000 + 0o113) + chr(3073 - 2962) + chr(0b1100100) + chr(860 - 759))(chr(0b10011 + 0o142) + chr(0b110000 + 0o104) + chr(0b1010010 + 0o24) + chr(45) + '\x38').V4roHaS3Ppej(Go1_tlyXDW3h) if nDEnNBabFNKm: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'm?\x80\x1d]\x7f\xbf'), chr(0b1100100) + chr(0b10111 + 0o116) + chr(99) + '\157' + chr(0b1100000 + 0o4) + chr(8310 - 8209))('\165' + chr(0b11111 + 0o125) + chr(2617 - 2515) + chr(0b101101) + chr(56)))(R2mbIkZzeu1B) else: raise jLmadlzMdunT(R2mbIkZzeu1B)
ray-project/ray
python/ray/signature.py
extract_signature
def extract_signature(func, ignore_first=False): """Extract the function signature from the function. Args: func: The function whose signature should be extracted. ignore_first: True if the first argument should be ignored. This should be used when func is a method of a class. Returns: A function signature object, which includes the names of the keyword arguments as well as their default values. """ sig_params = get_signature_params(func) if ignore_first: if len(sig_params) == 0: raise Exception("Methods must take a 'self' argument, but the " "method '{}' does not have one.".format( func.__name__)) sig_params = sig_params[1:] # Construct the argument default values and other argument information. arg_names = [] arg_defaults = [] arg_is_positionals = [] keyword_names = set() for arg_name, parameter in sig_params: arg_names.append(arg_name) arg_defaults.append(parameter.default) arg_is_positionals.append(parameter.kind == parameter.VAR_POSITIONAL) if parameter.kind == Parameter.POSITIONAL_OR_KEYWORD: # Note KEYWORD_ONLY arguments currently unsupported. keyword_names.add(arg_name) return FunctionSignature(arg_names, arg_defaults, arg_is_positionals, keyword_names, func.__name__)
python
def extract_signature(func, ignore_first=False): """Extract the function signature from the function. Args: func: The function whose signature should be extracted. ignore_first: True if the first argument should be ignored. This should be used when func is a method of a class. Returns: A function signature object, which includes the names of the keyword arguments as well as their default values. """ sig_params = get_signature_params(func) if ignore_first: if len(sig_params) == 0: raise Exception("Methods must take a 'self' argument, but the " "method '{}' does not have one.".format( func.__name__)) sig_params = sig_params[1:] # Construct the argument default values and other argument information. arg_names = [] arg_defaults = [] arg_is_positionals = [] keyword_names = set() for arg_name, parameter in sig_params: arg_names.append(arg_name) arg_defaults.append(parameter.default) arg_is_positionals.append(parameter.kind == parameter.VAR_POSITIONAL) if parameter.kind == Parameter.POSITIONAL_OR_KEYWORD: # Note KEYWORD_ONLY arguments currently unsupported. keyword_names.add(arg_name) return FunctionSignature(arg_names, arg_defaults, arg_is_positionals, keyword_names, func.__name__)
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Extract the function signature from the function. Args: func: The function whose signature should be extracted. ignore_first: True if the first argument should be ignored. This should be used when func is a method of a class. Returns: A function signature object, which includes the names of the keyword arguments as well as their default values.
[ "Extract", "the", "function", "signature", "from", "the", "function", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/signature.py#L122-L157
train
Extracts the function signature from the function.
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(0b11100 + 0o24) + chr(111) + chr(1164 - 1113) + chr(55) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7242 - 7131) + '\x33' + chr(0b110100 + 0o1) + '\062', 21558 - 21550), ehT0Px3KOsy9(chr(48) + '\157' + chr(2715 - 2662) + chr(0b101011 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + '\063' + '\066' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + '\061' + chr(0b110011) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + chr(50) + chr(0b110010) + chr(599 - 549), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(51) + chr(0b10010 + 0o41), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(1213 - 1102) + chr(909 - 860) + chr(0b10111 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(1308 - 1259) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110100) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10001 + 0o41) + chr(944 - 894) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(2026 - 1973) + chr(0b1111 + 0o44), 8), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b110010) + chr(0b100101 + 0o15) + '\x36', 0b1000), ehT0Px3KOsy9(chr(1790 - 1742) + chr(0b1011011 + 0o24) + chr(0b110001) + chr(0b100000 + 0o20) + chr(0b11111 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\065' + chr(1389 - 1338), 63686 - 63678), ehT0Px3KOsy9('\060' + '\157' + chr(0b101001 + 0o10) + chr(0b11000 + 0o30) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(4114 - 4003) + chr(390 - 339) + '\x30' + '\066', 17308 - 17300), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(11088 - 10977) + chr(0b110000 + 0o3) + chr(52) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2122 - 2071) + '\x36' + chr(1793 - 1741), 20620 - 20612), ehT0Px3KOsy9(chr(2186 - 2138) + chr(111) + chr(2374 - 2323) + chr(0b10001 + 0o44) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\x35' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(50) + chr(1817 - 1765), 0b1000), ehT0Px3KOsy9(chr(673 - 625) + '\x6f' + chr(0b110011) + chr(49) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(1402 - 1353) + chr(2571 - 2516) + chr(0b100000 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x36' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\060' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(6231 - 6120) + chr(52) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\062' + chr(0b110001), 52590 - 52582), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100010 + 0o20) + '\066' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(55) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1914 - 1863) + chr(0b110111) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x35' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101110 + 0o4) + '\063' + chr(776 - 725), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + chr(370 - 319), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + '\066' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1120 - 1072) + chr(0b101001 + 0o106) + chr(0b110010) + '\061' + chr(780 - 730), 56011 - 56003), ehT0Px3KOsy9(chr(2060 - 2012) + chr(0b1101111) + '\x33' + chr(1613 - 1564) + chr(2700 - 2645), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(236 - 125) + chr(53) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6'), '\x64' + chr(0b1100101) + chr(0b10111 + 0o114) + '\x6f' + '\x64' + chr(0b1100010 + 0o3))('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(451 - 395)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PwIOT5fuXtcR(EzOtJ3kbK5x4, qeTl5IsM0Dkc=ehT0Px3KOsy9('\x30' + chr(1955 - 1844) + chr(0b1110 + 0o42), ord("\x08"))): UNfGwWC74kOl = Qgt1d69PGqrc(EzOtJ3kbK5x4) if qeTl5IsM0Dkc: if c2A0yzQpDQB3(UNfGwWC74kOl) == ehT0Px3KOsy9(chr(0b110000) + chr(8718 - 8607) + chr(48), 8): raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\x8f_\x9f5\xf6\xe8*\xa2l\xd2\xe4\x0b\xe2&\xc0$\xe6\x85\xd4\xccZ1\xa0\x1f\x96\xe5A\xa3\xd4\n\x92\x0b\xf5_\x18\x11r\xff\xbb\xd8\x9eC\x92z\xff\xfe~\xa7v\xc5\xb0\x0c\xed:\x8ca\xa2\x8b\x91\x98\t:\xa3\r\x91\xadA\xa7\xd6_\x90\x00\xfe\x05'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + chr(9840 - 9740) + chr(0b1100011 + 0o2))('\x75' + chr(0b1110000 + 0o4) + '\x66' + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xdeY\x98\x12\xf3\xc89\x9fi\xc4\xfa'), chr(100) + chr(0b1001001 + 0o34) + chr(0b1100011) + chr(2118 - 2007) + chr(0b1100100) + chr(0b1011101 + 0o10))(chr(0b1110101 + 0o0) + '\x74' + chr(0b1100110) + '\055' + chr(0b111000)))(xafqLlk3kkUe(EzOtJ3kbK5x4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x88N\x9dn\xfd\xc1{\x84U\xe0\xa6'), chr(6760 - 6660) + '\x65' + chr(99) + '\157' + chr(100) + chr(10125 - 10024))('\165' + chr(116) + '\146' + '\055' + chr(0b111000))))) UNfGwWC74kOl = UNfGwWC74kOl[ehT0Px3KOsy9('\x30' + '\x6f' + '\x31', 62844 - 62836):] YjuRZH4bY1wk = [] EPvMFoj6f7xx = [] v0Y6uktB72S3 = [] JwTNbq2FeXbq = MVEN8G6CxlvR() for (My2kWenydfEv, Sur8CJUVRGCp) in UNfGwWC74kOl: xafqLlk3kkUe(YjuRZH4bY1wk, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x9a[\x924\xf6'), '\x64' + '\145' + chr(99) + chr(0b1101111) + chr(100) + '\x65')(chr(8595 - 8478) + chr(116) + '\146' + '\055' + '\070'))(My2kWenydfEv) xafqLlk3kkUe(EPvMFoj6f7xx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x9a[\x924\xf6'), chr(3723 - 3623) + chr(101) + chr(99) + chr(111) + chr(9565 - 9465) + chr(0b101 + 0o140))(chr(0b1110101) + '\164' + chr(102) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(Sur8CJUVRGCp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\x8fM\x96/\xfe\xef'), '\x64' + '\145' + '\x63' + '\157' + '\x64' + '\145')('\165' + chr(116) + '\146' + chr(1237 - 1192) + '\070'))) xafqLlk3kkUe(v0Y6uktB72S3, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x9a[\x924\xf6'), '\144' + chr(0b1100101) + chr(0b1000001 + 0o42) + chr(0b1101111) + '\144' + '\x65')(chr(11838 - 11721) + chr(0b100100 + 0o120) + chr(0b1100110) + '\055' + '\x38'))(xafqLlk3kkUe(Sur8CJUVRGCp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x83E\x93'), chr(100) + chr(0b110010 + 0o63) + chr(7580 - 7481) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b11011 + 0o132) + '\x74' + chr(102) + chr(45) + chr(938 - 882))) == xafqLlk3kkUe(Sur8CJUVRGCp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xaby\xa8\n\xdd\xc8C\x9bP\xee\xdej\xda'), '\x64' + chr(101) + '\143' + '\x6f' + chr(100) + chr(101))('\165' + chr(116) + chr(102) + '\055' + chr(2818 - 2762)))) if xafqLlk3kkUe(Sur8CJUVRGCp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x83E\x93'), '\144' + chr(432 - 331) + '\143' + '\157' + chr(608 - 508) + '\x65')('\165' + chr(0b1110100) + '\146' + chr(45) + chr(0b111000))) == xafqLlk3kkUe(nMgOEEwEsXHn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xa5x\xbe\x0e\xdb\xd4D\x8eU\xfe\xdfy\xc9\x0c\xee\x18\x91\xab\xa6\xaf'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(100) + chr(8657 - 8556))(chr(13158 - 13041) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070')): xafqLlk3kkUe(JwTNbq2FeXbq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\xa0\x1b\x86c\xf1\xdc?\x95V\xf3\xa3'), '\x64' + chr(0b1100101) + chr(562 - 463) + chr(0b111 + 0o150) + '\x64' + '\x65')(chr(3053 - 2936) + '\x74' + chr(0b111000 + 0o56) + '\x2d' + chr(833 - 777)))(My2kWenydfEv) return r5IA2_HW1YIL(YjuRZH4bY1wk, EPvMFoj6f7xx, v0Y6uktB72S3, JwTNbq2FeXbq, xafqLlk3kkUe(EzOtJ3kbK5x4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x88N\x9dn\xfd\xc1{\x84U\xe0\xa6'), chr(0b1011011 + 0o11) + chr(0b1100101) + chr(0b1100011) + chr(0b1101000 + 0o7) + chr(6612 - 6512) + chr(0b11 + 0o142))(chr(117) + chr(0b1001001 + 0o53) + chr(0b1011010 + 0o14) + '\x2d' + chr(56))))
ray-project/ray
python/ray/signature.py
extend_args
def extend_args(function_signature, args, kwargs): """Extend the arguments that were passed into a function. This extends the arguments that were passed into a function with the default arguments provided in the function definition. Args: function_signature: The function signature of the function being called. args: The non-keyword arguments passed into the function. kwargs: The keyword arguments passed into the function. Returns: An extended list of arguments to pass into the function. Raises: Exception: An exception may be raised if the function cannot be called with these arguments. """ arg_names = function_signature.arg_names arg_defaults = function_signature.arg_defaults arg_is_positionals = function_signature.arg_is_positionals keyword_names = function_signature.keyword_names function_name = function_signature.function_name args = list(args) for keyword_name in kwargs: if keyword_name not in keyword_names: raise Exception("The name '{}' is not a valid keyword argument " "for the function '{}'.".format( keyword_name, function_name)) # Fill in the remaining arguments. for skipped_name in arg_names[0:len(args)]: if skipped_name in kwargs: raise Exception("Positional and keyword value provided for the " "argument '{}' for the function '{}'".format( keyword_name, function_name)) zipped_info = zip(arg_names, arg_defaults, arg_is_positionals) zipped_info = list(zipped_info)[len(args):] for keyword_name, default_value, is_positional in zipped_info: if keyword_name in kwargs: args.append(kwargs[keyword_name]) else: if default_value != funcsigs._empty: args.append(default_value) else: # This means that there is a missing argument. Unless this is # the last argument and it is a *args argument in which case it # can be omitted. if not is_positional: raise Exception("No value was provided for the argument " "'{}' for the function '{}'.".format( keyword_name, function_name)) no_positionals = len(arg_is_positionals) == 0 or not arg_is_positionals[-1] too_many_arguments = len(args) > len(arg_names) and no_positionals if too_many_arguments: raise Exception("Too many arguments were passed to the function '{}'" .format(function_name)) return args
python
def extend_args(function_signature, args, kwargs): """Extend the arguments that were passed into a function. This extends the arguments that were passed into a function with the default arguments provided in the function definition. Args: function_signature: The function signature of the function being called. args: The non-keyword arguments passed into the function. kwargs: The keyword arguments passed into the function. Returns: An extended list of arguments to pass into the function. Raises: Exception: An exception may be raised if the function cannot be called with these arguments. """ arg_names = function_signature.arg_names arg_defaults = function_signature.arg_defaults arg_is_positionals = function_signature.arg_is_positionals keyword_names = function_signature.keyword_names function_name = function_signature.function_name args = list(args) for keyword_name in kwargs: if keyword_name not in keyword_names: raise Exception("The name '{}' is not a valid keyword argument " "for the function '{}'.".format( keyword_name, function_name)) # Fill in the remaining arguments. for skipped_name in arg_names[0:len(args)]: if skipped_name in kwargs: raise Exception("Positional and keyword value provided for the " "argument '{}' for the function '{}'".format( keyword_name, function_name)) zipped_info = zip(arg_names, arg_defaults, arg_is_positionals) zipped_info = list(zipped_info)[len(args):] for keyword_name, default_value, is_positional in zipped_info: if keyword_name in kwargs: args.append(kwargs[keyword_name]) else: if default_value != funcsigs._empty: args.append(default_value) else: # This means that there is a missing argument. Unless this is # the last argument and it is a *args argument in which case it # can be omitted. if not is_positional: raise Exception("No value was provided for the argument " "'{}' for the function '{}'.".format( keyword_name, function_name)) no_positionals = len(arg_is_positionals) == 0 or not arg_is_positionals[-1] too_many_arguments = len(args) > len(arg_names) and no_positionals if too_many_arguments: raise Exception("Too many arguments were passed to the function '{}'" .format(function_name)) return args
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Extend the arguments that were passed into a function. This extends the arguments that were passed into a function with the default arguments provided in the function definition. Args: function_signature: The function signature of the function being called. args: The non-keyword arguments passed into the function. kwargs: The keyword arguments passed into the function. Returns: An extended list of arguments to pass into the function. Raises: Exception: An exception may be raised if the function cannot be called with these arguments.
[ "Extend", "the", "arguments", "that", "were", "passed", "into", "a", "function", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/signature.py#L160-L222
train
Extend the arguments that were passed into a function with the default arguments provided in the function definition.
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(0b11110 + 0o27) + chr(0b100100 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(863 - 813) + chr(0b1001 + 0o54) + '\x31', 34795 - 34787), ehT0Px3KOsy9(chr(527 - 479) + chr(0b1101111) + chr(85 - 36) + chr(2553 - 2502), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b110000 + 0o6) + chr(455 - 400), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(0b10000 + 0o42) + chr(1416 - 1368) + chr(0b110110), 28412 - 28404), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\061', 25752 - 25744), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + chr(0b1101 + 0o45) + '\x31' + chr(1569 - 1519), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(1253 - 1204) + chr(315 - 265), 0b1000), ehT0Px3KOsy9(chr(353 - 305) + chr(12182 - 12071) + chr(0b100101 + 0o14) + chr(0b11101 + 0o30) + chr(0b11100 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(616 - 568) + chr(0b1101111) + chr(50) + chr(0b110110) + chr(909 - 856), 55640 - 55632), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(2525 - 2414) + chr(470 - 420) + chr(0b110100) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101111 + 0o3) + chr(913 - 865) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100100 + 0o16) + chr(55) + chr(1161 - 1110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10477 - 10366) + chr(51) + '\060' + chr(1088 - 1034), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8024 - 7913) + '\063' + '\065' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(433 - 322) + chr(0b110011) + chr(2144 - 2093) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1110 - 1062) + chr(0b1101111) + chr(0b110010) + '\067' + '\066', 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(1434 - 1323) + chr(0b110001) + '\x34' + '\060', 0o10), ehT0Px3KOsy9(chr(2290 - 2242) + chr(0b1001001 + 0o46) + '\063' + '\x30' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9198 - 9087) + chr(50) + chr(0b110010) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(429 - 318) + chr(1696 - 1647) + '\x37' + chr(49), 0b1000), ehT0Px3KOsy9(chr(860 - 812) + '\157' + chr(434 - 385) + '\063' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + '\063' + chr(1054 - 1005) + chr(0b101100 + 0o6), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100111 + 0o12) + chr(1892 - 1838) + chr(55), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100111 + 0o12) + '\062' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1210 - 1160) + chr(0b10000 + 0o44) + '\x30', 0o10), ehT0Px3KOsy9(chr(1147 - 1099) + chr(0b1100100 + 0o13) + '\x32' + '\061' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(536 - 487) + chr(48) + chr(0b100101 + 0o22), 21142 - 21134), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + '\062' + chr(2064 - 2015) + chr(0b11111 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(1613 - 1565) + chr(0b1100 + 0o143) + chr(1219 - 1170) + chr(0b110010) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(96 - 48) + chr(111) + '\x33' + chr(49) + '\x33', 42 - 34), ehT0Px3KOsy9('\x30' + chr(7768 - 7657) + '\x32' + chr(0b110101) + chr(0b10110 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\x33' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(947 - 899) + chr(2801 - 2690) + '\062' + chr(2515 - 2461) + chr(54), 37013 - 37005), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x31' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + '\x32' + chr(949 - 901) + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110000 + 0o1) + '\x37', 1377 - 1369), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100100 + 0o15) + chr(0b110111) + '\x33', 50561 - 50553)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(53) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x05'), '\144' + chr(752 - 651) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b101111 + 0o66))(chr(0b1110101) + chr(0b100011 + 0o121) + chr(3579 - 3477) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ezmTg9QgAXaZ(E4pV98xQc5Tp, kJDRfRhcZHjS, M8EIoTs2GJXE): YjuRZH4bY1wk = E4pV98xQc5Tp.arg_names EPvMFoj6f7xx = E4pV98xQc5Tp.arg_defaults v0Y6uktB72S3 = E4pV98xQc5Tp.arg_is_positionals JwTNbq2FeXbq = E4pV98xQc5Tp.keyword_names Go1_tlyXDW3h = E4pV98xQc5Tp.function_name kJDRfRhcZHjS = YyaZ4tpXu4lf(kJDRfRhcZHjS) for dScfcabFhlkX in M8EIoTs2GJXE: if dScfcabFhlkX not in JwTNbq2FeXbq: raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xc1nW\xe8x\xe7/M\x92\xde\xf9\x9c\xe6\x86\xa9\x9e\x0e\xaa\xe7Y?\xea\x010\xcc\xe1xg\xe60\xb2\xd9\xf3\xc4(\xa4\xca\xbd\x1c^\xc4n\x19\xf29\xec%\x1f\x95\xd1\xec\xde\xe6\x89\xaf\xd0\x03\xb1\xfa\x160\xeaP*\xdd\xaf2'), chr(0b110111 + 0o55) + '\x65' + chr(99) + chr(4965 - 4854) + chr(0b1010100 + 0o20) + chr(5542 - 5441))(chr(0b1110101) + chr(0b1110100) + chr(5110 - 5008) + chr(0b11100 + 0o21) + chr(437 - 381)), xafqLlk3kkUe(SXOLrMavuUCe(b'}\x9dy\x18\xcex\xd9y=\xc5\xc0\xee'), '\x64' + chr(101) + chr(99) + chr(0b100101 + 0o112) + chr(100) + chr(7436 - 7335))(chr(11693 - 11576) + chr(8467 - 8351) + chr(0b1100110) + '\055' + '\x38'))(dScfcabFhlkX, Go1_tlyXDW3h)) for J7c3bnzgk5Im in YjuRZH4bY1wk[ehT0Px3KOsy9(chr(48) + '\157' + chr(48), 64415 - 64407):c2A0yzQpDQB3(kJDRfRhcZHjS)]: if J7c3bnzgk5Im in M8EIoTs2GJXE: raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'{\xc6x\x1e\xf2p\xe5$\x0c\xd9\x85\xe5\xd5\xa2\xcf\xb1\xdb\x19\xb2\xfc\x0b:\xea\x010\xcc\xfdyg\xfd\'\xa4\xd8\xf5\xd2)\xe0\x8b\xa9\x14Y\x89\x7f\x1f\xe39\xeb8\n\xc0\xc8\xe1\xd5\xb2\xcf\xfd\xc5\x1d\xe2\xb3\x1f1\xb8W%\xc8\xed<!\xf8;\xa8\xda\xf5\xd9"\xa4\x8c\xb4\x06\x0c'), '\144' + chr(101) + '\143' + chr(0b1 + 0o156) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(269 - 213)), xafqLlk3kkUe(SXOLrMavuUCe(b'}\x9dy\x18\xcex\xd9y=\xc5\xc0\xee'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1011110 + 0o21) + '\x64' + '\x65')(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101101) + '\070'))(dScfcabFhlkX, Go1_tlyXDW3h)) cef40PVNKEkl = pZ0NK2y6HRbn(YjuRZH4bY1wk, EPvMFoj6f7xx, v0Y6uktB72S3) cef40PVNKEkl = YyaZ4tpXu4lf(cef40PVNKEkl)[c2A0yzQpDQB3(kJDRfRhcZHjS):] for (dScfcabFhlkX, iQiGyxZrguoO, Pj1CFBYcMg7t) in cef40PVNKEkl: if dScfcabFhlkX in M8EIoTs2GJXE: xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'J\xd9{\x12\xe8}'), '\144' + '\x65' + '\143' + '\x6f' + chr(100) + chr(0b10001 + 0o124))(chr(12402 - 12285) + '\x74' + chr(931 - 829) + chr(0b101101) + '\x38'))(M8EIoTs2GJXE[dScfcabFhlkX]) elif iQiGyxZrguoO != xafqLlk3kkUe(S6hwX_VTKbMk, xafqLlk3kkUe(SXOLrMavuUCe(b't\xccf\x07\xf2`'), chr(100) + chr(101) + chr(5413 - 5314) + chr(3268 - 3157) + chr(4916 - 4816) + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b10100 + 0o31) + chr(0b111000))): xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'J\xd9{\x12\xe8}'), chr(100) + chr(0b111111 + 0o46) + chr(3370 - 3271) + '\x6f' + chr(100) + chr(101))('\x75' + '\164' + '\146' + '\055' + '\x38'))(iQiGyxZrguoO) elif not Pj1CFBYcMg7t: raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'e\xc6+\x01\xe7u\xff/M\xc2\xc4\xf7\x9b\xb6\x9d\xb5\xc8\t\xa1\xf6\x1d~\xac\x18#\x80\xfct"\xad4\xb9\xc9\xe9\xdb)\xea\xdf\xef\\P\xd4,W\xe0v\xf8j\x19\xdd\xc0\xa4\xdd\xb3\x81\xb9\xca\t\xaa\xfdYy\xb1\nv\x8e'), '\x64' + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1010001 + 0o44) + '\x74' + chr(0b1100110) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'}\x9dy\x18\xcex\xd9y=\xc5\xc0\xee'), chr(0b1100100) + chr(9057 - 8956) + chr(99) + '\157' + '\144' + chr(6289 - 6188))(chr(0b1110101) + '\164' + '\x66' + '\055' + chr(56)))(dScfcabFhlkX, Go1_tlyXDW3h)) L8EApfJIvq9Z = c2A0yzQpDQB3(v0Y6uktB72S3) == ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + chr(0b110000), 8) or not v0Y6uktB72S3[-ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(2276 - 2227), 0b1000)] AAJOf1b462On = c2A0yzQpDQB3(kJDRfRhcZHjS) > c2A0yzQpDQB3(YjuRZH4bY1wk) and L8EApfJIvq9Z if AAJOf1b462On: raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xc6dW\xebx\xe43M\xd4\xd7\xe3\xce\xab\x8a\xb4\xca\x13\xe5\xe4\x1c,\xafW!\xc1\xfbo"\xe9u\xbf\xc1\xbc\xc2$\xe1\x8b\xa9\x0eE\xca\x7f\x1e\xe9w\xaam\x16\xc8\x82'), '\144' + chr(101) + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'}\x9dy\x18\xcex\xd9y=\xc5\xc0\xee'), chr(5806 - 5706) + chr(101) + '\x63' + chr(0b1101111) + '\x64' + chr(0b1100101))('\x75' + chr(116) + '\146' + chr(45) + chr(0b111000)))(Go1_tlyXDW3h)) return kJDRfRhcZHjS
ray-project/ray
python/ray/autoscaler/gcp/config.py
wait_for_crm_operation
def wait_for_crm_operation(operation): """Poll for cloud resource manager operation until finished.""" logger.info("wait_for_crm_operation: " "Waiting for operation {} to finish...".format(operation)) for _ in range(MAX_POLLS): result = crm.operations().get(name=operation["name"]).execute() if "error" in result: raise Exception(result["error"]) if "done" in result and result["done"]: logger.info("wait_for_crm_operation: Operation done.") break time.sleep(POLL_INTERVAL) return result
python
def wait_for_crm_operation(operation): """Poll for cloud resource manager operation until finished.""" logger.info("wait_for_crm_operation: " "Waiting for operation {} to finish...".format(operation)) for _ in range(MAX_POLLS): result = crm.operations().get(name=operation["name"]).execute() if "error" in result: raise Exception(result["error"]) if "done" in result and result["done"]: logger.info("wait_for_crm_operation: Operation done.") break time.sleep(POLL_INTERVAL) return result
[ "def", "wait_for_crm_operation", "(", "operation", ")", ":", "logger", ".", "info", "(", "\"wait_for_crm_operation: \"", "\"Waiting for operation {} to finish...\"", ".", "format", "(", "operation", ")", ")", "for", "_", "in", "range", "(", "MAX_POLLS", ")", ":", "result", "=", "crm", ".", "operations", "(", ")", ".", "get", "(", "name", "=", "operation", "[", "\"name\"", "]", ")", ".", "execute", "(", ")", "if", "\"error\"", "in", "result", ":", "raise", "Exception", "(", "result", "[", "\"error\"", "]", ")", "if", "\"done\"", "in", "result", "and", "result", "[", "\"done\"", "]", ":", "logger", ".", "info", "(", "\"wait_for_crm_operation: Operation done.\"", ")", "break", "time", ".", "sleep", "(", "POLL_INTERVAL", ")", "return", "result" ]
Poll for cloud resource manager operation until finished.
[ "Poll", "for", "cloud", "resource", "manager", "operation", "until", "finished", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L36-L52
train
Poll for cloud resource manager operation until finished.
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(1777 - 1729) + '\157' + chr(0b100111 + 0o14) + '\x33' + chr(0b110100 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(54) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(51) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(4533 - 4422) + chr(0b10001 + 0o41) + '\063' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(8868 - 8757) + chr(497 - 447) + chr(53) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1173 - 1125) + '\x6f' + chr(0b101101 + 0o4) + '\065' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1063 - 952) + chr(0b110011) + chr(0b110000) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2637 - 2526) + chr(49) + '\064', 12461 - 12453), ehT0Px3KOsy9(chr(1736 - 1688) + chr(111) + chr(50) + chr(0b110001) + chr(0b100100 + 0o23), 50091 - 50083), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + '\x37' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(55) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(140 - 90) + '\060' + chr(0b11010 + 0o26), 0o10), ehT0Px3KOsy9('\x30' + chr(7086 - 6975) + chr(1958 - 1903) + '\x33', 10953 - 10945), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(52) + chr(0b11101 + 0o26), 56887 - 56879), ehT0Px3KOsy9(chr(1692 - 1644) + chr(539 - 428) + chr(0b110011) + '\067' + '\x32', 1519 - 1511), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001 + 0o1) + '\067' + chr(1598 - 1548), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + chr(0b101001 + 0o12) + '\x36' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b101001 + 0o11) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(1925 - 1874) + chr(1861 - 1808), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(10018 - 9907) + chr(0b110001) + chr(0b110001) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(9833 - 9722) + chr(346 - 296) + chr(0b11101 + 0o32) + chr(1342 - 1292), 8), ehT0Px3KOsy9(chr(48) + chr(2091 - 1980) + chr(50) + chr(397 - 343), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(53) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2053 - 2003) + chr(51), 16437 - 16429), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b101110 + 0o6) + chr(331 - 283), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6225 - 6114) + chr(51) + chr(0b110 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10101 + 0o35) + '\x36' + chr(0b1101 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + chr(52), 0o10), ehT0Px3KOsy9(chr(2220 - 2172) + chr(0b1101111) + '\062' + chr(0b110010) + chr(786 - 735), 21139 - 21131), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101100 + 0o7) + chr(0b1000 + 0o52) + chr(48), 51224 - 51216), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + chr(0b110010) + chr(429 - 379) + chr(489 - 438), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11111 + 0o23) + chr(49) + chr(2266 - 2211), 8), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + '\x33' + chr(1316 - 1268) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110111) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(48) + '\061', 0o10), ehT0Px3KOsy9(chr(1890 - 1842) + chr(0b1101111) + chr(0b101100 + 0o12) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2395 - 2345) + chr(2155 - 2106) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101 + 0o56) + chr(0b110 + 0o53) + chr(54), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + '\065' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2'), chr(0b1100100) + chr(101) + '\143' + chr(0b1010001 + 0o36) + '\x64' + chr(0b101000 + 0o75))('\165' + chr(116) + chr(0b11110 + 0o110) + '\055' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def hobEriINP4Ri(OhZfTtIXfIah): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x00\x17\xe1^\xcb\r\xf3f\xe3d\xd2'), chr(0b1001011 + 0o31) + chr(101) + chr(2603 - 2504) + chr(0b1101111) + '\144' + '\145')(chr(0b1100010 + 0o23) + '\164' + chr(102) + chr(45) + chr(56)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xabV6\xedt\xce\x05\xb6S\xecL\xd4\xdfT\xd3\x9f\xc8\x91&4"\xd4,\nD\xc1ws\xddZ\xf4\xf0\xf5\xe0\xb2\x1c\xaeG\xe9\xbc\xbdC6\xf6E\x88\x11\xb9,\xfbQ\x99\xe6R\xcd\x93\xc9\x98|sc'), chr(0b1100100) + '\145' + '\143' + chr(0b1010101 + 0o32) + chr(0b1100100) + chr(0b10000 + 0o125))('\x75' + '\x74' + '\146' + chr(0b101101) + chr(2976 - 2920)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\x03-\xf6c\xc99\xf7\\\xff[\xd3'), '\x64' + chr(772 - 671) + chr(0b101011 + 0o70) + chr(0b1101111) + chr(0b10 + 0o142) + chr(2052 - 1951))('\165' + '\x74' + '\146' + chr(45) + chr(0b100011 + 0o25)))(OhZfTtIXfIah)) for VNGQdHSFPrso in vQr8gNKaIaWE(DCL3ALU25m9z): ShZmEKfTkAOZ = S5NdriWC6OMZ.operations().get(name=OhZfTtIXfIah[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2V2\xfc'), '\144' + chr(101) + chr(0b1000101 + 0o36) + '\x6f' + '\144' + '\x65')(chr(0b100111 + 0o116) + '\x74' + chr(102) + '\055' + chr(0b1010 + 0o56))]).execute() if xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9E-\xf6Y'), chr(100) + chr(0b100010 + 0o103) + chr(0b1100011) + chr(2710 - 2599) + '\144' + '\145')(chr(9201 - 9084) + '\x74' + '\146' + chr(0b1001 + 0o44) + chr(0b111000)) in ShZmEKfTkAOZ: raise jLmadlzMdunT(ShZmEKfTkAOZ[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9E-\xf6Y'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(9397 - 9280) + chr(7859 - 7743) + '\x66' + chr(733 - 688) + '\070')]) if xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8X1\xfc'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100011 + 0o1) + chr(2355 - 2254))(chr(4239 - 4122) + chr(8419 - 8303) + chr(0b101000 + 0o76) + chr(45) + chr(1448 - 1392)) in ShZmEKfTkAOZ and ShZmEKfTkAOZ[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8X1\xfc'), '\x64' + '\x65' + chr(0b111110 + 0o45) + '\157' + chr(863 - 763) + chr(0b10000 + 0o125))('\x75' + chr(0b1011001 + 0o33) + chr(6729 - 6627) + '\055' + chr(0b10011 + 0o45))]: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x00\x17\xe1^\xcb\r\xf3f\xe3d\xd2'), '\x64' + chr(7579 - 7478) + '\143' + '\x6f' + chr(0b11001 + 0o113) + chr(101))(chr(0b1110000 + 0o5) + chr(0b101100 + 0o110) + '\146' + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xabV6\xedt\xce\x05\xb6S\xecL\xd4\xdfT\xd3\x9f\xc8\x91&4"\xd4,\n\\\xd0{u\xd5@\xfa\xbf\xfd\xaf\xa4S\xafR\xa2'), '\144' + chr(0b11110 + 0o107) + '\x63' + chr(0b101110 + 0o101) + '\144' + chr(0b1010011 + 0o22))(chr(0b100011 + 0o122) + chr(10957 - 10841) + '\146' + chr(1373 - 1328) + '\070')) break xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf[:\xfc['), chr(0b1100100) + chr(0b110001 + 0o64) + chr(6290 - 6191) + '\157' + '\x64' + chr(0b110010 + 0o63))(chr(2111 - 1994) + chr(0b1110100) + chr(4704 - 4602) + '\055' + chr(0b11011 + 0o35)))(w1T93xvdv42M) return ShZmEKfTkAOZ
ray-project/ray
python/ray/autoscaler/gcp/config.py
wait_for_compute_global_operation
def wait_for_compute_global_operation(project_name, operation): """Poll for global compute operation until finished.""" logger.info("wait_for_compute_global_operation: " "Waiting for operation {} to finish...".format( operation["name"])) for _ in range(MAX_POLLS): result = compute.globalOperations().get( project=project_name, operation=operation["name"], ).execute() if "error" in result: raise Exception(result["error"]) if result["status"] == "DONE": logger.info("wait_for_compute_global_operation: " "Operation done.") break time.sleep(POLL_INTERVAL) return result
python
def wait_for_compute_global_operation(project_name, operation): """Poll for global compute operation until finished.""" logger.info("wait_for_compute_global_operation: " "Waiting for operation {} to finish...".format( operation["name"])) for _ in range(MAX_POLLS): result = compute.globalOperations().get( project=project_name, operation=operation["name"], ).execute() if "error" in result: raise Exception(result["error"]) if result["status"] == "DONE": logger.info("wait_for_compute_global_operation: " "Operation done.") break time.sleep(POLL_INTERVAL) return result
[ "def", "wait_for_compute_global_operation", "(", "project_name", ",", "operation", ")", ":", "logger", ".", "info", "(", "\"wait_for_compute_global_operation: \"", "\"Waiting for operation {} to finish...\"", ".", "format", "(", "operation", "[", "\"name\"", "]", ")", ")", "for", "_", "in", "range", "(", "MAX_POLLS", ")", ":", "result", "=", "compute", ".", "globalOperations", "(", ")", ".", "get", "(", "project", "=", "project_name", ",", "operation", "=", "operation", "[", "\"name\"", "]", ",", ")", ".", "execute", "(", ")", "if", "\"error\"", "in", "result", ":", "raise", "Exception", "(", "result", "[", "\"error\"", "]", ")", "if", "result", "[", "\"status\"", "]", "==", "\"DONE\"", ":", "logger", ".", "info", "(", "\"wait_for_compute_global_operation: \"", "\"Operation done.\"", ")", "break", "time", ".", "sleep", "(", "POLL_INTERVAL", ")", "return", "result" ]
Poll for global compute operation until finished.
[ "Poll", "for", "global", "compute", "operation", "until", "finished", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L55-L76
train
Poll for global compute operation until finished.
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(0b101100 + 0o7) + chr(51) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(9175 - 9064) + '\x31' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(2286 - 2238) + chr(111) + chr(0b110011) + '\x33' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b11100 + 0o26) + '\064' + '\x34', 49438 - 49430), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(2903 - 2792) + '\063' + '\x34', 22962 - 22954), ehT0Px3KOsy9(chr(1239 - 1191) + '\157' + '\x32' + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + '\x32' + chr(1218 - 1170) + '\x31', 1646 - 1638), ehT0Px3KOsy9(chr(201 - 153) + chr(0b101010 + 0o105) + chr(1809 - 1758) + chr(0b1 + 0o65) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\062' + chr(0b110100) + chr(0b11001 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2659 - 2548) + chr(0b110010) + chr(0b110001), 59706 - 59698), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(1695 - 1645) + chr(0b110111) + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b111 + 0o57) + chr(0b11010 + 0o34), 51050 - 51042), ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + chr(0b100011 + 0o16) + '\x31' + chr(386 - 332), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\061' + chr(0b11011 + 0o33), 13054 - 13046), ehT0Px3KOsy9('\x30' + chr(5411 - 5300) + chr(1401 - 1350) + '\067' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(223 - 112) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(50) + '\066', 47962 - 47954), ehT0Px3KOsy9(chr(1782 - 1734) + chr(0b1101111) + chr(1800 - 1749) + '\066' + '\063', 31383 - 31375), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b101 + 0o57) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\065' + chr(0b101101 + 0o3), 0b1000), ehT0Px3KOsy9('\060' + chr(6286 - 6175) + '\x33' + chr(1055 - 1004) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8204 - 8093) + '\063' + '\x33' + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(48) + '\062', 15566 - 15558), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + '\x32' + '\x37', 0b1000), ehT0Px3KOsy9(chr(2111 - 2063) + chr(2106 - 1995) + chr(0b10000 + 0o41) + chr(234 - 184) + chr(0b10111 + 0o31), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1000 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5946 - 5835) + chr(2256 - 2205) + '\x34' + '\x35', 0b1000), ehT0Px3KOsy9(chr(151 - 103) + chr(0b1101111) + chr(0b1001 + 0o51) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1823 - 1775) + chr(5835 - 5724) + chr(0b110011) + chr(561 - 509) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1000110 + 0o51) + chr(49) + '\x33', 13349 - 13341), ehT0Px3KOsy9(chr(48) + '\157' + chr(1560 - 1509) + chr(2048 - 1996) + chr(904 - 855), 8), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\062' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\064' + chr(0b10110 + 0o37), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110100) + chr(2246 - 2192), 0o10), ehT0Px3KOsy9(chr(821 - 773) + chr(0b1010100 + 0o33) + chr(2399 - 2350) + chr(54) + chr(55), 31705 - 31697), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b111 + 0o53) + chr(0b110001 + 0o1) + chr(0b101001 + 0o16), 35863 - 35855), ehT0Px3KOsy9('\x30' + chr(7200 - 7089) + chr(50) + chr(0b110000) + chr(0b110011), 48246 - 48238), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b110011) + chr(0b110111) + chr(0b10 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(414 - 303) + '\x31' + '\066' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(415 - 367) + '\x6f' + '\062' + chr(52) + chr(55), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(11489 - 11378) + chr(0b1100 + 0o51) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2'), chr(7396 - 7296) + chr(7192 - 7091) + '\x63' + chr(8906 - 8795) + '\x64' + '\x65')('\x75' + chr(0b1011 + 0o151) + chr(102) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def uX92NLdPVd8m(Wb2tmD6M2Dn5, OhZfTtIXfIah): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f;\x91\xdci\xf8\xe6\xc5\xcc}\xe2\xdd'), chr(0b1001000 + 0o34) + chr(8401 - 8300) + chr(9478 - 9379) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b11101 + 0o130) + '\x74' + chr(0b10001 + 0o125) + chr(0b1011 + 0o42) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xabm\xb0\xd0C\xfd\xee\x80\xf9r\xd7\xdb>\xfb\x8eF\x89\x94\x8aG\xbf\xbc\xaeH?p\x80d\x80\x7f\x88:\x8b\\W\xc0\xe2\x94\x06\xce\xb2k\xf9\xc2s\xe9\xa1\x9d\xd6t\xca\xd7:\xe7\x95M\xf6\x88\x9b\x08\xa9\xb2\xe2q9n\x8ce\x89%\xcf{'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a8\xab\xcbT\xfa\xd2\xc1\xf6a\xdd\xdc'), chr(0b1100100) + chr(0b1100101) + chr(8175 - 8076) + '\x6f' + '\144' + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(56)))(OhZfTtIXfIah[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2m\xb4\xc1'), '\144' + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100101))('\x75' + '\164' + chr(0b11111 + 0o107) + chr(0b101101) + '\x38')])) for VNGQdHSFPrso in vQr8gNKaIaWE(DCL3ALU25m9z): ShZmEKfTkAOZ = Bb4XOt_dN1Ug.globalOperations().get(project=Wb2tmD6M2Dn5, operation=OhZfTtIXfIah[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2m\xb4\xc1'), chr(0b1100100) + chr(0b10110 + 0o117) + chr(0b10111 + 0o114) + chr(111) + '\x64' + '\145')('\x75' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b101111 + 0o11))]).execute() if xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9~\xab\xcbn'), chr(100) + chr(0b1011000 + 0o15) + chr(2163 - 2064) + chr(111) + chr(100) + chr(5930 - 5829))('\x75' + '\x74' + '\x66' + chr(45) + '\070') in ShZmEKfTkAOZ: raise jLmadlzMdunT(ShZmEKfTkAOZ[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9~\xab\xcbn'), chr(1619 - 1519) + chr(0b1000110 + 0o37) + chr(0b1100011) + chr(111) + chr(100) + '\x65')('\x75' + chr(0b1110100) + '\x66' + '\x2d' + chr(56))]) if ShZmEKfTkAOZ[xafqLlk3kkUe(SXOLrMavuUCe(b'\xafx\xb8\xd0i\xe8'), chr(100) + chr(0b1001110 + 0o27) + chr(0b10000 + 0o123) + chr(603 - 492) + '\x64' + '\x65')(chr(0b1110101) + chr(8157 - 8041) + chr(0b1100110) + '\x2d' + '\070')] == xafqLlk3kkUe(SXOLrMavuUCe(b'\x98C\x97\xe1'), '\144' + chr(6949 - 6848) + '\143' + '\x6f' + '\x64' + chr(0b1100101))(chr(117) + chr(0b111000 + 0o74) + chr(0b1001000 + 0o36) + chr(0b11000 + 0o25) + chr(0b111000)): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f;\x91\xdci\xf8\xe6\xc5\xcc}\xe2\xdd'), '\x64' + chr(4389 - 4288) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))('\165' + chr(0b100101 + 0o117) + chr(9695 - 9593) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xabm\xb0\xd0C\xfd\xee\x80\xf9r\xd7\xdb>\xfb\x8eF\x89\x94\x8aG\xbf\xbc\xaeH?p\x80d\x80\x7f\x88:\x8b\\W\xd8\xf3\x98\x00\xc6\xa8e\xb6\xca<\xff\xee\x9c\xc3?'), chr(0b1100100) + chr(0b100101 + 0o100) + chr(8404 - 8305) + '\x6f' + chr(0b1100100) + chr(0b11111 + 0o106))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(957 - 912) + '\x38')) break xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf`\xbc\xc1l'), chr(100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b11000 + 0o114) + chr(0b1100101))(chr(0b101100 + 0o111) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'))(w1T93xvdv42M) return ShZmEKfTkAOZ
ray-project/ray
python/ray/autoscaler/gcp/config.py
key_pair_name
def key_pair_name(i, region, project_id, ssh_user): """Returns the ith default gcp_key_pair_name.""" key_name = "{}_gcp_{}_{}_{}".format(RAY, region, project_id, ssh_user, i) return key_name
python
def key_pair_name(i, region, project_id, ssh_user): """Returns the ith default gcp_key_pair_name.""" key_name = "{}_gcp_{}_{}_{}".format(RAY, region, project_id, ssh_user, i) return key_name
[ "def", "key_pair_name", "(", "i", ",", "region", ",", "project_id", ",", "ssh_user", ")", ":", "key_name", "=", "\"{}_gcp_{}_{}_{}\"", ".", "format", "(", "RAY", ",", "region", ",", "project_id", ",", "ssh_user", ",", "i", ")", "return", "key_name" ]
Returns the ith default gcp_key_pair_name.
[ "Returns", "the", "ith", "default", "gcp_key_pair_name", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L79-L82
train
Returns the ith default gcp_key_pair_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(1793 - 1745) + chr(0b100010 + 0o115) + '\063' + '\062' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + '\x33' + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(2111 - 2063) + chr(3388 - 3277) + chr(0b10001 + 0o41) + chr(0b110111) + chr(0b100000 + 0o20), 0o10), ehT0Px3KOsy9(chr(216 - 168) + '\157' + chr(0b110100) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b100 + 0o61) + chr(55), 33183 - 33175), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\062' + chr(0b110110) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1011011 + 0o24) + chr(0b110011) + chr(48), 62146 - 62138), ehT0Px3KOsy9(chr(1865 - 1817) + chr(111) + '\062' + chr(0b11000 + 0o34) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3676 - 3565) + '\067' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110000) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(1611 - 1556) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(4043 - 3932) + chr(0b110001) + chr(49) + chr(240 - 186), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(54) + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(755 - 707) + chr(723 - 668), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(231 - 176) + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + '\x32' + chr(0b101100 + 0o4) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(0b1010 + 0o47) + chr(0b10100 + 0o40) + chr(1125 - 1074), 10974 - 10966), ehT0Px3KOsy9(chr(1933 - 1885) + '\157' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(1895 - 1784) + chr(0b1111 + 0o43) + chr(0b10011 + 0o43) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(1765 - 1710) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(50) + chr(49) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(873 - 825) + '\x6f' + '\063' + '\x32' + chr(1030 - 982), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x37' + chr(2404 - 2350), ord("\x08")), ehT0Px3KOsy9(chr(1446 - 1398) + chr(9320 - 9209) + chr(0b110011) + chr(0b110101) + chr(0b110001), 57833 - 57825), ehT0Px3KOsy9(chr(62 - 14) + '\x6f' + '\067' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110001) + chr(0b10 + 0o63) + chr(0b11110 + 0o24), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(489 - 436) + chr(55), 8), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + chr(51) + chr(0b110110) + '\066', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(8419 - 8308) + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\x34' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10001 + 0o41) + chr(2391 - 2340) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110100) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(818 - 766) + chr(2093 - 2042), 0b1000), ehT0Px3KOsy9(chr(594 - 546) + '\157' + '\063' + '\061', 0o10), ehT0Px3KOsy9(chr(485 - 437) + '\x6f' + chr(0b11001 + 0o30) + chr(52) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b10101 + 0o35) + chr(51), 3721 - 3713), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1463 - 1412) + chr(0b110101) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1913 - 1865) + '\157' + chr(0b1011 + 0o46) + chr(0b111 + 0o54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + '\063' + chr(0b101100 + 0o12) + chr(0b101000 + 0o15), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b10000 + 0o45) + '\x33', 13364 - 13356)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11100 + 0o31) + '\x30', 45174 - 45166)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa'), chr(100) + '\x65' + chr(0b1100011) + chr(2767 - 2656) + chr(0b1100100) + '\145')(chr(117) + chr(116) + chr(0b1110 + 0o130) + chr(1918 - 1873) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def rTsvkd6_rE5J(WVxHKyX45z_L, bgxypzqGSFYT, wDsmSuyzs9xQ, Loa1U4GxmPA3): zIMAtZEdZ4_y = xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\x9b\xe7A\x0c\xc3G\xdcD\x9d\x873\xec\xfc\x81'), chr(100) + '\145' + chr(0b1100011) + chr(12052 - 11941) + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + '\x66' + chr(1598 - 1553) + '\x38').V4roHaS3Ppej(zXPgON0peEf2, bgxypzqGSFYT, wDsmSuyzs9xQ, Loa1U4GxmPA3, WVxHKyX45z_L) return zIMAtZEdZ4_y
ray-project/ray
python/ray/autoscaler/gcp/config.py
key_pair_paths
def key_pair_paths(key_name): """Returns public and private key paths for a given key_name.""" public_key_path = os.path.expanduser("~/.ssh/{}.pub".format(key_name)) private_key_path = os.path.expanduser("~/.ssh/{}.pem".format(key_name)) return public_key_path, private_key_path
python
def key_pair_paths(key_name): """Returns public and private key paths for a given key_name.""" public_key_path = os.path.expanduser("~/.ssh/{}.pub".format(key_name)) private_key_path = os.path.expanduser("~/.ssh/{}.pem".format(key_name)) return public_key_path, private_key_path
[ "def", "key_pair_paths", "(", "key_name", ")", ":", "public_key_path", "=", "os", ".", "path", ".", "expanduser", "(", "\"~/.ssh/{}.pub\"", ".", "format", "(", "key_name", ")", ")", "private_key_path", "=", "os", ".", "path", ".", "expanduser", "(", "\"~/.ssh/{}.pem\"", ".", "format", "(", "key_name", ")", ")", "return", "public_key_path", ",", "private_key_path" ]
Returns public and private key paths for a given key_name.
[ "Returns", "public", "and", "private", "key", "paths", "for", "a", "given", "key_name", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L85-L89
train
Returns public and private key paths for a given key_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(0b110000) + chr(319 - 208) + '\062' + chr(0b1011 + 0o50) + chr(2155 - 2107), 0o10), ehT0Px3KOsy9(chr(635 - 587) + '\157' + chr(0b110001) + '\066' + '\065', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + '\x31' + '\x30' + chr(0b10 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2362 - 2313) + '\x36' + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(2274 - 2224) + '\x33', 48730 - 48722), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10001 + 0o40) + chr(0b1111 + 0o47) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(217 - 106) + chr(0b110001) + chr(0b110010) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(1068 - 957) + chr(0b110010) + chr(49) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x37' + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b1010 + 0o55) + chr(813 - 758), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10670 - 10559) + chr(738 - 687) + chr(0b110001) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(3641 - 3530) + chr(0b11111 + 0o25) + chr(0b110001 + 0o1), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x31' + chr(0b1 + 0o63), 0b1000), ehT0Px3KOsy9(chr(1420 - 1372) + chr(0b1101111) + chr(1400 - 1349) + chr(0b10010 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b11 + 0o56) + '\060' + chr(1539 - 1486), 38972 - 38964), ehT0Px3KOsy9(chr(0b110000) + chr(6008 - 5897) + '\x33' + chr(0b110000) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(9641 - 9530) + '\x31' + chr(55) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110000) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(2131 - 2083) + chr(52), 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(6855 - 6744) + chr(2150 - 2101) + chr(0b11110 + 0o22) + chr(929 - 881), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(6075 - 5964) + '\062' + chr(2345 - 2291) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110111) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(8612 - 8501) + '\x32' + '\x32' + chr(53), 0o10), ehT0Px3KOsy9(chr(1844 - 1796) + '\157' + chr(51) + chr(0b100110 + 0o13) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(51) + chr(0b1010 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\064' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9404 - 9293) + chr(0b110001) + '\061' + chr(0b100000 + 0o21), 0b1000), ehT0Px3KOsy9(chr(1396 - 1348) + '\157' + chr(51) + chr(55), 7448 - 7440), ehT0Px3KOsy9('\x30' + chr(916 - 805) + chr(2889 - 2834) + chr(53), 28037 - 28029), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11054 - 10943) + chr(53) + chr(54), 13230 - 13222), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111) + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + chr(7498 - 7387) + chr(1030 - 980) + chr(0b100 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(1746 - 1692) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(0b1010 + 0o47) + chr(1167 - 1112) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100101 + 0o22) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(1831 - 1781), 37007 - 36999)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + chr(0b101000 + 0o15) + '\x30', 22989 - 22981)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6'), '\144' + chr(101) + chr(688 - 589) + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(0b101111 + 0o105) + '\146' + '\055' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def VU3W2t0SG6KL(zIMAtZEdZ4_y): xGCaHhpevx21 = oqhJDdMJfuwx.path.expanduser(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6Zl\x02\xa0\x186(\xf3\xd4\x0f\xbb@'), chr(3791 - 3691) + chr(0b11 + 0o142) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101 + 0o0))('\x75' + chr(0b1110100) + chr(0b1100 + 0o132) + chr(0b101101) + chr(0b100010 + 0o26)).V4roHaS3Ppej(zIMAtZEdZ4_y)) Hz_u5tQHAQvr = oqhJDdMJfuwx.path.expanduser(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6Zl\x02\xa0\x186(\xf3\xd4\x0f\xabO'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(4994 - 4893))(chr(117) + '\164' + '\x66' + '\x2d' + chr(1536 - 1480)).V4roHaS3Ppej(zIMAtZEdZ4_y)) return (xGCaHhpevx21, Hz_u5tQHAQvr)
ray-project/ray
python/ray/autoscaler/gcp/config.py
generate_rsa_key_pair
def generate_rsa_key_pair(): """Create public and private ssh-keys.""" key = rsa.generate_private_key( backend=default_backend(), public_exponent=65537, key_size=2048) public_key = key.public_key().public_bytes( serialization.Encoding.OpenSSH, serialization.PublicFormat.OpenSSH).decode("utf-8") pem = key.private_bytes( encoding=serialization.Encoding.PEM, format=serialization.PrivateFormat.TraditionalOpenSSL, encryption_algorithm=serialization.NoEncryption()).decode("utf-8") return public_key, pem
python
def generate_rsa_key_pair(): """Create public and private ssh-keys.""" key = rsa.generate_private_key( backend=default_backend(), public_exponent=65537, key_size=2048) public_key = key.public_key().public_bytes( serialization.Encoding.OpenSSH, serialization.PublicFormat.OpenSSH).decode("utf-8") pem = key.private_bytes( encoding=serialization.Encoding.PEM, format=serialization.PrivateFormat.TraditionalOpenSSL, encryption_algorithm=serialization.NoEncryption()).decode("utf-8") return public_key, pem
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Create public and private ssh-keys.
[ "Create", "public", "and", "private", "ssh", "-", "keys", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L92-L107
train
Create public and private ssh - keys.
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(150 - 102) + '\x6f' + '\062' + chr(0b110000) + '\x35', 36782 - 36774), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1 + 0o63) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(0b110010) + '\061' + chr(0b110001), 19191 - 19183), ehT0Px3KOsy9(chr(48) + chr(7325 - 7214) + chr(844 - 794), 56122 - 56114), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110011) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b111100 + 0o63) + chr(2200 - 2150) + chr(0b110001) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(1237 - 1189) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7740 - 7629) + chr(51) + chr(0b110010) + chr(48), 15225 - 15217), ehT0Px3KOsy9(chr(778 - 730) + chr(111) + chr(0b101001 + 0o11) + '\x37' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + chr(0b110010) + chr(54) + chr(2440 - 2385), ord("\x08")), ehT0Px3KOsy9(chr(1325 - 1277) + chr(0b1101001 + 0o6) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(662 - 610), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + chr(0b11011 + 0o26) + chr(0b110111) + '\x32', 0o10), ehT0Px3KOsy9(chr(1949 - 1901) + '\157' + chr(0b101100 + 0o10) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110100 + 0o73) + chr(0b11110 + 0o24) + chr(887 - 836), 0b1000), ehT0Px3KOsy9(chr(2138 - 2090) + chr(0b1101111) + chr(50) + chr(0b110011) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b110011) + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6070 - 5959) + chr(2508 - 2457) + chr(52) + chr(54), 32731 - 32723), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(1318 - 1207) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + '\x36' + chr(52), 35153 - 35145), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\x35' + chr(52), 57388 - 57380), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b100100 + 0o17) + '\x33', 40899 - 40891), ehT0Px3KOsy9('\060' + '\157' + chr(0b110000 + 0o3) + chr(49) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\061' + '\x30' + chr(52), 0o10), ehT0Px3KOsy9(chr(2108 - 2060) + chr(0b1101111) + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(0b1010 + 0o47) + '\060' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1988 - 1939) + '\x36' + chr(50), 8021 - 8013), ehT0Px3KOsy9('\x30' + '\157' + chr(1921 - 1870) + '\x36' + chr(0b110000), 27197 - 27189), ehT0Px3KOsy9(chr(1606 - 1558) + '\x6f' + '\061' + chr(146 - 98) + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b110010) + chr(48), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(249 - 198) + chr(2215 - 2163) + chr(0b11111 + 0o24), 59668 - 59660), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\061' + chr(465 - 413), ord("\x08")), ehT0Px3KOsy9(chr(816 - 768) + chr(0b111001 + 0o66) + chr(49) + chr(48) + chr(0b1110 + 0o47), 33842 - 33834), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\061' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + chr(49) + chr(48) + chr(0b10100 + 0o37), 55363 - 55355), ehT0Px3KOsy9(chr(1310 - 1262) + chr(111) + chr(0b110001) + chr(0b101 + 0o53) + chr(2352 - 2300), 8), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(0b110001 + 0o2) + '\x35', 0o10), ehT0Px3KOsy9(chr(1706 - 1658) + chr(111) + chr(1387 - 1336) + '\x37' + '\x31', 0b1000), ehT0Px3KOsy9(chr(2236 - 2188) + '\x6f' + chr(0b110011) + chr(2662 - 2608) + chr(0b10100 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\x35' + '\x37', 52650 - 52642)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(4830 - 4719) + '\065' + '\x30', 62530 - 62522)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xab'), chr(100) + '\145' + chr(0b1100011) + chr(0b1 + 0o156) + chr(0b111111 + 0o45) + '\x65')('\x75' + chr(0b1110100) + chr(102) + '\055' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def t1vnEHqMdtgi(): K3J4ZwSlE0sT = Pm7CvbMOI6jU.generate_private_key(backend=JiIh4Zkij0ne(), public_exponent=ehT0Px3KOsy9('\060' + chr(757 - 646) + chr(50) + chr(48) + '\x30' + chr(1571 - 1523) + chr(2136 - 2088) + chr(49), 0b1000), key_size=ehT0Px3KOsy9(chr(536 - 488) + '\157' + chr(0b101101 + 0o7) + chr(0b110000) + '\x30' + chr(48), 61931 - 61923)) xS3uf9NSqtJz = K3J4ZwSlE0sT.public_key().public_bytes(ZIuo0KBgiGez.Encoding.OpenSSH, ZIuo0KBgiGez.PublicFormat.OpenSSH).decode(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0P\xef/c'), chr(0b11 + 0o141) + chr(101) + '\x63' + '\157' + '\x64' + chr(0b1010011 + 0o22))('\x75' + chr(4903 - 4787) + '\x66' + chr(0b101101) + '\070')) _vTziSuU9c1x = K3J4ZwSlE0sT.private_bytes(encoding=ZIuo0KBgiGez.Encoding.PEM, format=ZIuo0KBgiGez.PrivateFormat.TraditionalOpenSSL, encryption_algorithm=ZIuo0KBgiGez.NoEncryption()).decode(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0P\xef/c'), chr(100) + chr(588 - 487) + '\143' + '\x6f' + chr(0b1011100 + 0o10) + chr(0b1100101))('\x75' + '\x74' + chr(2544 - 2442) + chr(0b10101 + 0o30) + chr(0b11110 + 0o32))) return (xS3uf9NSqtJz, _vTziSuU9c1x)
ray-project/ray
python/ray/autoscaler/gcp/config.py
_configure_project
def _configure_project(config): """Setup a Google Cloud Platform Project. Google Compute Platform organizes all the resources, such as storage buckets, users, and instances under projects. This is different from aws ec2 where everything is global. """ project_id = config["provider"].get("project_id") assert config["provider"]["project_id"] is not None, ( "'project_id' must be set in the 'provider' section of the autoscaler" " config. Notice that the project id must be globally unique.") project = _get_project(project_id) if project is None: # Project not found, try creating it _create_project(project_id) project = _get_project(project_id) assert project is not None, "Failed to create project" assert project["lifecycleState"] == "ACTIVE", ( "Project status needs to be ACTIVE, got {}".format( project["lifecycleState"])) config["provider"]["project_id"] = project["projectId"] return config
python
def _configure_project(config): """Setup a Google Cloud Platform Project. Google Compute Platform organizes all the resources, such as storage buckets, users, and instances under projects. This is different from aws ec2 where everything is global. """ project_id = config["provider"].get("project_id") assert config["provider"]["project_id"] is not None, ( "'project_id' must be set in the 'provider' section of the autoscaler" " config. Notice that the project id must be globally unique.") project = _get_project(project_id) if project is None: # Project not found, try creating it _create_project(project_id) project = _get_project(project_id) assert project is not None, "Failed to create project" assert project["lifecycleState"] == "ACTIVE", ( "Project status needs to be ACTIVE, got {}".format( project["lifecycleState"])) config["provider"]["project_id"] = project["projectId"] return config
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Setup a Google Cloud Platform Project. Google Compute Platform organizes all the resources, such as storage buckets, users, and instances under projects. This is different from aws ec2 where everything is global.
[ "Setup", "a", "Google", "Cloud", "Platform", "Project", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L119-L144
train
Setup a Google Cloud Platform Project.
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(0b10101 + 0o33) + '\157' + chr(50) + chr(48) + chr(0b11 + 0o62), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101010 + 0o10) + chr(0b110001) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10600 - 10489) + chr(2596 - 2545) + '\067' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2045 - 1991) + chr(53), 0o10), ehT0Px3KOsy9(chr(1817 - 1769) + chr(0b1101111) + '\063' + chr(0b10110 + 0o40), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\x36' + '\x31', 22175 - 22167), ehT0Px3KOsy9(chr(1816 - 1768) + chr(0b1000101 + 0o52) + '\x33' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b11100 + 0o31) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + '\x31' + chr(0b10110 + 0o33) + '\061', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\061' + chr(0b110101) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(616 - 568) + chr(0b1101111) + chr(0b101100 + 0o6) + chr(50) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(782 - 734) + chr(1487 - 1376) + chr(1512 - 1462) + '\x30' + '\x30', 50403 - 50395), ehT0Px3KOsy9(chr(494 - 446) + chr(0b1011000 + 0o27) + chr(636 - 587) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + '\063' + chr(1680 - 1630) + chr(55), 56325 - 56317), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(1934 - 1823) + '\x33' + '\064' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2076 - 2022) + chr(0b1 + 0o66), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(366 - 315) + chr(2364 - 2309) + chr(1874 - 1821), 8), ehT0Px3KOsy9(chr(322 - 274) + chr(0b1101111) + chr(0b110001) + chr(48) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + '\x31' + chr(0b110010) + chr(1493 - 1442), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1385 - 1335) + '\062' + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\067' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(102 - 53) + chr(48) + chr(0b11010 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1932 - 1882) + chr(0b110111) + chr(0b1010 + 0o52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1036 - 983) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\066' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2338 - 2287) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b110 + 0o54) + chr(54), 56976 - 56968), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\063' + '\x33', 6823 - 6815), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + chr(0b100010 + 0o21) + chr(0b1110 + 0o51) + '\065', 8), ehT0Px3KOsy9('\060' + chr(3206 - 3095) + '\x32' + chr(0b110110) + chr(0b100111 + 0o11), 32235 - 32227), ehT0Px3KOsy9(chr(2297 - 2249) + chr(111) + chr(0b10000 + 0o43) + chr(1410 - 1355) + '\x30', 52583 - 52575), ehT0Px3KOsy9(chr(48) + '\157' + '\x36' + chr(0b110111), 8), ehT0Px3KOsy9(chr(700 - 652) + chr(7260 - 7149) + chr(0b100100 + 0o17) + '\060' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(51) + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9('\060' + chr(9170 - 9059) + chr(0b101001 + 0o11) + '\065' + chr(0b100101 + 0o14), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1998 - 1887) + chr(50) + chr(0b100 + 0o56) + chr(1331 - 1281), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(11052 - 10941) + chr(0b11010 + 0o30) + '\060' + chr(313 - 265), 8), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(7555 - 7444) + chr(0b110010) + chr(49) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110011) + chr(52), 37519 - 37511), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b11101 + 0o27) + chr(54), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + chr(1685 - 1637), 24933 - 24925)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xab'), chr(100) + chr(6729 - 6628) + chr(99) + '\x6f' + chr(100) + chr(0b1100101))(chr(9506 - 9389) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def wCfWBwXLKU6q(jAj7S20Ct06o): wDsmSuyzs9xQ = jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xfe\x92Cw\x15}\x9c'), chr(0b1011010 + 0o12) + chr(1796 - 1695) + '\x63' + chr(0b101011 + 0o104) + chr(2076 - 1976) + chr(0b1100101))(chr(8647 - 8530) + chr(0b1110100) + '\x66' + chr(0b10 + 0o53) + chr(759 - 703))].get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xfe\x92_{\x12l\xb1 \x0c'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1110 + 0o141) + chr(4016 - 3916) + chr(0b1100101))('\x75' + chr(116) + chr(9201 - 9099) + '\055' + chr(2591 - 2535))) assert jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xfe\x92Cw\x15}\x9c'), '\144' + '\145' + chr(0b1100011) + '\x6f' + chr(7904 - 7804) + chr(101))(chr(0b1010 + 0o153) + '\x74' + chr(6725 - 6623) + chr(0b101101) + chr(0b111000))][xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xfe\x92_{\x12l\xb1 \x0c'), '\x64' + '\145' + chr(99) + '\157' + chr(0b1100100) + chr(2106 - 2005))('\x75' + '\164' + chr(0b1100110) + '\055' + '\070')] is not None, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xfc\x8fZt\x14{\x9a\x16\x01\xf5\xa7.\xba\x97D\x89`1\xf3\x9b0\xd9X\x16u\xb8\xbb\x89\xd8\x9d\x17\xe5\xe8\xdb\xfd\xf6\xe38\xc3\xf7\xab\xddF{\x12l\x87&\x06\xb1\xefh\xf7\x96_\x98`2\xe3\xcf,\xcfOWp\xb3\xe9\xdd\xd3\x97Y\xa4\xf1\xce\xbc\xa0\xc43\xd2\xec\xef\x98\x15j\x19y\x9ai\x1c\xf9\xe5.\xa7\x90X\x97%0\xe2\x9b*\xd8\x0c[i\xa5\xef\xdd\xd2\x9d\x17\xa5\xf4\xc6\xf0\xe1\xe60\xdf\xa5\xf9\x93\\o\x04}\xc0'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(100) + chr(101))('\165' + chr(1114 - 998) + '\x66' + chr(951 - 906) + chr(56)) DsdcfhNFWZDA = YNI6AqN1F43n(wDsmSuyzs9xQ) if DsdcfhNFWZDA is None: gTd9f0NIKvH7(wDsmSuyzs9xQ) DsdcfhNFWZDA = YNI6AqN1F43n(wDsmSuyzs9xQ) assert DsdcfhNFWZDA is not None, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\xed\x94Y{\x158\x9a&H\xf2\xf2k\xb6\x96R\xdd0!\xf9\xd1&\xdfX'), chr(0b110000 + 0o64) + chr(101) + '\x63' + chr(0b1101111) + chr(6478 - 6378) + chr(5747 - 5646))(chr(0b110001 + 0o104) + chr(0b11010 + 0o132) + '\146' + '\x2d' + '\x38') assert DsdcfhNFWZDA[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\xe5\x9bP}\x08{\x82,;\xe5\xe1z\xb2'), chr(1859 - 1759) + chr(0b11111 + 0o106) + chr(0b1100011) + '\157' + '\144' + chr(0b1100101))(chr(0b11 + 0o162) + '\x74' + chr(7213 - 7111) + '\055' + chr(1884 - 1828))] == xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4\xcf\xa9|H4'), chr(4279 - 4179) + chr(0b111011 + 0o52) + chr(99) + chr(0b110110 + 0o71) + chr(0b1010010 + 0o22) + chr(1320 - 1219))('\165' + chr(1718 - 1602) + '\146' + chr(0b10100 + 0o31) + '\070'), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\xfe\x92_{\x12l\xce:\x1c\xf0\xf4{\xa4\xc2Y\x98%7\xe5\x9b7\xd3\x0cTy\xf6\xda\xbe\xe4\xb1a\x87\xb4\x89\xf5\xef\xfe|\xdd\xf8'), chr(0b11000 + 0o114) + chr(0b100110 + 0o77) + chr(317 - 218) + chr(8381 - 8270) + chr(100) + chr(0b1011010 + 0o13))(chr(0b100 + 0o161) + chr(116) + '\146' + chr(0b110 + 0o47) + chr(0b1011 + 0o55)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\xb8\x8fZV\x10K\xdd\x19\x18\xf4\xea'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(5226 - 5126) + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(0b1011 + 0o42) + chr(56)))(DsdcfhNFWZDA[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\xe5\x9bP}\x08{\x82,;\xe5\xe1z\xb2'), chr(100) + chr(0b10000 + 0o125) + chr(0b11111 + 0o104) + chr(111) + chr(0b1100100) + chr(101))('\x75' + '\x74' + chr(0b100111 + 0o77) + chr(1880 - 1835) + chr(0b11001 + 0o37))]) jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xfe\x92Cw\x15}\x9c'), '\144' + chr(2142 - 2041) + chr(99) + chr(1004 - 893) + '\144' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b111000))][xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xfe\x92_{\x12l\xb1 \x0c'), '\144' + chr(0b1100101) + chr(0b110010 + 0o61) + chr(0b1101111) + chr(5717 - 5617) + '\x65')(chr(6556 - 6439) + chr(0b110011 + 0o101) + chr(102) + '\055' + chr(0b111000))] = DsdcfhNFWZDA[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5\xfe\x92_{\x12l\xa7-'), chr(0b11011 + 0o111) + chr(101) + chr(0b1100011) + '\157' + '\144' + chr(2310 - 2209))('\x75' + chr(0b1110100) + '\146' + chr(45) + '\070')] return jAj7S20Ct06o
ray-project/ray
python/ray/autoscaler/gcp/config.py
_configure_iam_role
def _configure_iam_role(config): """Setup a gcp service account with IAM roles. Creates a gcp service acconut and binds IAM roles which allow it to control control storage/compute services. Specifically, the head node needs to have an IAM role that allows it to create further gce instances and store items in google cloud storage. TODO: Allow the name/id of the service account to be configured """ email = SERVICE_ACCOUNT_EMAIL_TEMPLATE.format( account_id=DEFAULT_SERVICE_ACCOUNT_ID, project_id=config["provider"]["project_id"]) service_account = _get_service_account(email, config) if service_account is None: logger.info("_configure_iam_role: " "Creating new service account {}".format( DEFAULT_SERVICE_ACCOUNT_ID)) service_account = _create_service_account( DEFAULT_SERVICE_ACCOUNT_ID, DEFAULT_SERVICE_ACCOUNT_CONFIG, config) assert service_account is not None, "Failed to create service account" _add_iam_policy_binding(service_account, DEFAULT_SERVICE_ACCOUNT_ROLES) config["head_node"]["serviceAccounts"] = [{ "email": service_account["email"], # NOTE: The amount of access is determined by the scope + IAM # role of the service account. Even if the cloud-platform scope # gives (scope) access to the whole cloud-platform, the service # account is limited by the IAM rights specified below. "scopes": ["https://www.googleapis.com/auth/cloud-platform"] }] return config
python
def _configure_iam_role(config): """Setup a gcp service account with IAM roles. Creates a gcp service acconut and binds IAM roles which allow it to control control storage/compute services. Specifically, the head node needs to have an IAM role that allows it to create further gce instances and store items in google cloud storage. TODO: Allow the name/id of the service account to be configured """ email = SERVICE_ACCOUNT_EMAIL_TEMPLATE.format( account_id=DEFAULT_SERVICE_ACCOUNT_ID, project_id=config["provider"]["project_id"]) service_account = _get_service_account(email, config) if service_account is None: logger.info("_configure_iam_role: " "Creating new service account {}".format( DEFAULT_SERVICE_ACCOUNT_ID)) service_account = _create_service_account( DEFAULT_SERVICE_ACCOUNT_ID, DEFAULT_SERVICE_ACCOUNT_CONFIG, config) assert service_account is not None, "Failed to create service account" _add_iam_policy_binding(service_account, DEFAULT_SERVICE_ACCOUNT_ROLES) config["head_node"]["serviceAccounts"] = [{ "email": service_account["email"], # NOTE: The amount of access is determined by the scope + IAM # role of the service account. Even if the cloud-platform scope # gives (scope) access to the whole cloud-platform, the service # account is limited by the IAM rights specified below. "scopes": ["https://www.googleapis.com/auth/cloud-platform"] }] return config
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Setup a gcp service account with IAM roles. Creates a gcp service acconut and binds IAM roles which allow it to control control storage/compute services. Specifically, the head node needs to have an IAM role that allows it to create further gce instances and store items in google cloud storage. TODO: Allow the name/id of the service account to be configured
[ "Setup", "a", "gcp", "service", "account", "with", "IAM", "roles", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L147-L183
train
Setup a gcp service account with IAM roles.
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7174) + '\061' + '\x34' + '\061', 38485 - 38477), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(1608 - 1553) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b100001 + 0o24) + chr(620 - 572), 26257 - 26249), ehT0Px3KOsy9(chr(1800 - 1752) + chr(0b1101111) + '\x31' + chr(841 - 790) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\062' + '\x32', 60452 - 60444), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9900 - 9789) + chr(0b110010) + '\062' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(589 - 540) + chr(50) + '\x37', 0b1000), ehT0Px3KOsy9(chr(254 - 206) + chr(11632 - 11521) + chr(450 - 398) + chr(51), 33047 - 33039), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b101111 + 0o4) + chr(54) + '\x34', 55601 - 55593), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + chr(0b110 + 0o61) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1872 - 1824) + '\157' + '\x33' + '\064' + '\x32', 39475 - 39467), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b110001) + '\x31' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(50) + '\060' + chr(0b100001 + 0o24), 26083 - 26075), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(1372 - 1319) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b110100) + chr(0b100000 + 0o23), 43396 - 43388), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + '\x33' + '\x34', 30400 - 30392), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(0b10100 + 0o37) + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + '\063' + chr(55) + chr(55), 0o10), ehT0Px3KOsy9(chr(539 - 491) + '\157' + '\x32' + chr(0b110001) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101100 + 0o3) + chr(0b110011) + chr(0b110101) + chr(888 - 836), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10010 + 0o37) + chr(0b10001 + 0o46) + chr(0b100 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\x33' + chr(50) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11111 + 0o30) + chr(0b10001 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(2042 - 1994) + chr(0b1101101 + 0o2) + '\x32' + chr(0b1001 + 0o56) + chr(418 - 364), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101110 + 0o4) + '\061' + '\061', 0b1000), ehT0Px3KOsy9(chr(1609 - 1561) + chr(111) + chr(0b110101) + chr(0b10011 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(520 - 409) + '\061' + '\x33' + chr(0b10101 + 0o36), 37403 - 37395), ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o57) + chr(52) + '\x32', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b10000 + 0o42) + chr(341 - 289), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(52) + chr(1062 - 1008), 15458 - 15450), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b11110 + 0o121) + chr(404 - 351) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2218 - 2168) + chr(0b110011) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + '\063' + chr(0b110100) + chr(48), 0b1000), ehT0Px3KOsy9(chr(817 - 769) + '\x6f' + chr(0b110001) + chr(0b1001 + 0o47) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(10850 - 10739) + chr(1421 - 1371) + chr(0b110010) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(715 - 604) + chr(0b1011 + 0o47) + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110001 + 0o76) + chr(51) + '\x36' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110011) + '\x33' + '\063', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'O'), chr(419 - 319) + '\145' + chr(6874 - 6775) + '\157' + '\144' + '\x65')('\x75' + chr(116) + '\146' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def KOaopFD8R8PN(jAj7S20Ct06o): XB27cjqfsdl8 = XgZIIlpoxWZs.V4roHaS3Ppej(account_id=lv5c_dVo30re, project_id=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xc9G*\xfb|\xf5%'), chr(100) + '\145' + chr(0b11 + 0o140) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b0 + 0o165) + '\x74' + '\146' + chr(0b101101) + chr(2031 - 1975))][xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xc9G6\xf7{\xe4\x08J\x90'), '\144' + '\x65' + '\x63' + chr(111) + '\144' + chr(101))('\x75' + '\x74' + chr(8769 - 8667) + '\055' + chr(716 - 660))]) aCVgBcDPV17W = T7pkb_h1WgCB(XB27cjqfsdl8, jAj7S20Ct06o) if aCVgBcDPV17W is None: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'2\x8c`$\xe7{\xf7`I\x98g\x89'), chr(100) + chr(0b1011 + 0o132) + chr(0b100010 + 0o101) + chr(8196 - 8085) + chr(0b1100100) + chr(101))(chr(0b110110 + 0o77) + chr(116) + '\x66' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'>\xd8G2\xf4q\xf7"Q\x91b\x8b/\xe83\x91sp\x9a\xb4\xcc:\xa7\\\xdf\xfdD:<\xc2:\xc3Z\xb8\x93 \xe4\xdd\x99\xb8\x04\x9bI?\xf1w\xe59W\xd4F\x9f'), chr(100) + chr(101) + '\143' + chr(1880 - 1769) + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(0b11010 + 0o114) + chr(1441 - 1396) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'7\x8fZ3\xday\xc3ds\x84X\x88'), chr(0b1011 + 0o131) + chr(0b1011000 + 0o15) + chr(7736 - 7637) + '\x6f' + chr(7616 - 7516) + '\x65')(chr(117) + '\x74' + chr(412 - 310) + chr(1077 - 1032) + chr(56)))(lv5c_dVo30re)) aCVgBcDPV17W = L3UjwUlA8f1f(lv5c_dVo30re, l_fnm9W7eupU, jAj7S20Ct06o) assert aCVgBcDPV17W is not None, xafqLlk3kkUe(SXOLrMavuUCe(b"'\xdaA0\xf7|\xb0#L\xd4^\x90+\xe4\x18\x86<o\x9a\xfc\x9a\x10\xb6\\\x9e\xe8N74\x97:\xd2"), chr(9696 - 9596) + chr(0b111001 + 0o54) + chr(0b1100011) + '\157' + chr(100) + '\x65')('\165' + chr(6005 - 5889) + '\146' + chr(0b101000 + 0o5) + '\070') nl00220YwekU(aCVgBcDPV17W, QuVYm2RdG4v_) jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xdeI8\xcdv\xff3F'), chr(3811 - 3711) + chr(9869 - 9768) + chr(0b1100011) + chr(0b1100000 + 0o17) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + '\146' + '\055' + '\070')][xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xdeZ*\xfb{\xf5\x16@\x97R\x97 \xf1\x1f'), chr(0b1001011 + 0o31) + chr(0b1000111 + 0o36) + chr(99) + chr(0b101000 + 0o107) + chr(100) + '\x65')(chr(0b1000111 + 0o56) + chr(0b1001011 + 0o51) + '\146' + chr(1505 - 1460) + chr(56))] = [{xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xd6I5\xfe'), '\x64' + '\145' + '\143' + chr(111) + chr(100) + chr(0b1100011 + 0o2))(chr(117) + chr(116) + chr(0b1100110) + chr(45) + chr(56)): aCVgBcDPV17W[xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xd6I5\xfe'), chr(313 - 213) + chr(101) + chr(6182 - 6083) + chr(8551 - 8440) + '\x64' + chr(0b1100101))('\165' + chr(0b10111 + 0o135) + chr(8532 - 8430) + chr(958 - 913) + chr(3044 - 2988))], xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xd8G,\xf7k'), chr(0b11011 + 0o111) + chr(0b10000 + 0o125) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))('\165' + chr(6178 - 6062) + chr(102) + '\055' + chr(0b111000)): [xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xcf\\,\xe1"\xbfxT\x83J\xcc)\xea\x03\x84py\x9e\xfe\x85\n\xfbZ\xd1\xe4\x025.\x96<\x89N\xf4\x8f0\xf2\x86\x80\xb7\x00\xcfN3\xe0u'), chr(3653 - 3553) + '\145' + chr(4752 - 4653) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(117) + chr(2220 - 2104) + chr(0b1011111 + 0o7) + chr(0b101101) + chr(0b110111 + 0o1))]}] return jAj7S20Ct06o
ray-project/ray
python/ray/autoscaler/gcp/config.py
_configure_key_pair
def _configure_key_pair(config): """Configure SSH access, using an existing key pair if possible. Creates a project-wide ssh key that can be used to access all the instances unless explicitly prohibited by instance config. The ssh-keys created by ray are of format: [USERNAME]:ssh-rsa [KEY_VALUE] [USERNAME] where: [USERNAME] is the user for the SSH key, specified in the config. [KEY_VALUE] is the public SSH key value. """ if "ssh_private_key" in config["auth"]: return config ssh_user = config["auth"]["ssh_user"] project = compute.projects().get( project=config["provider"]["project_id"]).execute() # Key pairs associated with project meta data. The key pairs are general, # and not just ssh keys. ssh_keys_str = next( (item for item in project["commonInstanceMetadata"].get("items", []) if item["key"] == "ssh-keys"), {}).get("value", "") ssh_keys = ssh_keys_str.split("\n") if ssh_keys_str else [] # Try a few times to get or create a good key pair. key_found = False for i in range(10): key_name = key_pair_name(i, config["provider"]["region"], config["provider"]["project_id"], ssh_user) public_key_path, private_key_path = key_pair_paths(key_name) for ssh_key in ssh_keys: key_parts = ssh_key.split(" ") if len(key_parts) != 3: continue if key_parts[2] == ssh_user and os.path.exists(private_key_path): # Found a key key_found = True break # Create a key since it doesn't exist locally or in GCP if not key_found and not os.path.exists(private_key_path): logger.info("_configure_key_pair: " "Creating new key pair {}".format(key_name)) public_key, private_key = generate_rsa_key_pair() _create_project_ssh_key_pair(project, public_key, ssh_user) with open(private_key_path, "w") as f: f.write(private_key) os.chmod(private_key_path, 0o600) with open(public_key_path, "w") as f: f.write(public_key) key_found = True break if key_found: break assert key_found, "SSH keypair for user {} not found for {}".format( ssh_user, private_key_path) assert os.path.exists(private_key_path), ( "Private key file {} not found for user {}" "".format(private_key_path, ssh_user)) logger.info("_configure_key_pair: " "Private key not specified in config, using" "{}".format(private_key_path)) config["auth"]["ssh_private_key"] = private_key_path return config
python
def _configure_key_pair(config): """Configure SSH access, using an existing key pair if possible. Creates a project-wide ssh key that can be used to access all the instances unless explicitly prohibited by instance config. The ssh-keys created by ray are of format: [USERNAME]:ssh-rsa [KEY_VALUE] [USERNAME] where: [USERNAME] is the user for the SSH key, specified in the config. [KEY_VALUE] is the public SSH key value. """ if "ssh_private_key" in config["auth"]: return config ssh_user = config["auth"]["ssh_user"] project = compute.projects().get( project=config["provider"]["project_id"]).execute() # Key pairs associated with project meta data. The key pairs are general, # and not just ssh keys. ssh_keys_str = next( (item for item in project["commonInstanceMetadata"].get("items", []) if item["key"] == "ssh-keys"), {}).get("value", "") ssh_keys = ssh_keys_str.split("\n") if ssh_keys_str else [] # Try a few times to get or create a good key pair. key_found = False for i in range(10): key_name = key_pair_name(i, config["provider"]["region"], config["provider"]["project_id"], ssh_user) public_key_path, private_key_path = key_pair_paths(key_name) for ssh_key in ssh_keys: key_parts = ssh_key.split(" ") if len(key_parts) != 3: continue if key_parts[2] == ssh_user and os.path.exists(private_key_path): # Found a key key_found = True break # Create a key since it doesn't exist locally or in GCP if not key_found and not os.path.exists(private_key_path): logger.info("_configure_key_pair: " "Creating new key pair {}".format(key_name)) public_key, private_key = generate_rsa_key_pair() _create_project_ssh_key_pair(project, public_key, ssh_user) with open(private_key_path, "w") as f: f.write(private_key) os.chmod(private_key_path, 0o600) with open(public_key_path, "w") as f: f.write(public_key) key_found = True break if key_found: break assert key_found, "SSH keypair for user {} not found for {}".format( ssh_user, private_key_path) assert os.path.exists(private_key_path), ( "Private key file {} not found for user {}" "".format(private_key_path, ssh_user)) logger.info("_configure_key_pair: " "Private key not specified in config, using" "{}".format(private_key_path)) config["auth"]["ssh_private_key"] = private_key_path return config
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Configure SSH access, using an existing key pair if possible. Creates a project-wide ssh key that can be used to access all the instances unless explicitly prohibited by instance config. The ssh-keys created by ray are of format: [USERNAME]:ssh-rsa [KEY_VALUE] [USERNAME] where: [USERNAME] is the user for the SSH key, specified in the config. [KEY_VALUE] is the public SSH key value.
[ "Configure", "SSH", "access", "using", "an", "existing", "key", "pair", "if", "possible", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L186-L269
train
Configure SSH access using an existing key pair if possible.
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1316) + '\157' + chr(0b110010) + '\062' + chr(615 - 566), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1418 - 1307) + '\061' + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11000 + 0o33) + '\065' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110010) + chr(0b11101 + 0o32), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2471 - 2421) + chr(149 - 97) + chr(0b1111 + 0o43), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(1523 - 1468) + chr(1178 - 1126), 30123 - 30115), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x33' + chr(658 - 605), 0b1000), ehT0Px3KOsy9(chr(1733 - 1685) + chr(111) + chr(49) + chr(576 - 526) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(4189 - 4078) + chr(0b110001) + chr(0b10001 + 0o40) + chr(50), 39627 - 39619), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(172 - 124), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6844 - 6733) + chr(103 - 52), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b11100 + 0o123) + chr(1098 - 1045) + chr(1411 - 1360), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(682 - 631) + chr(48), 0o10), ehT0Px3KOsy9(chr(1735 - 1687) + chr(0b101011 + 0o104) + '\061' + chr(0b100000 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\063' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010 + 0o0) + '\x35' + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101011 + 0o7) + '\x32' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x30' + chr(1520 - 1468), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b100011 + 0o23) + '\066', 48099 - 48091), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(52) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(10726 - 10615) + chr(0b110010) + chr(0b110000) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + '\061' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(0b11100 + 0o31), 31030 - 31022), ehT0Px3KOsy9('\060' + chr(6931 - 6820) + chr(50) + chr(1371 - 1323) + chr(2038 - 1987), 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(4666 - 4555) + '\x31' + '\063' + chr(0b111 + 0o60), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b10 + 0o155) + chr(0b10 + 0o57) + chr(706 - 651) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6709 - 6598) + chr(50) + '\064' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b100010 + 0o21) + chr(2029 - 1975) + chr(52), 46237 - 46229), ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + '\x32', 47530 - 47522), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x33' + '\061', 14661 - 14653), ehT0Px3KOsy9(chr(2139 - 2091) + chr(0b1010001 + 0o36) + chr(0b100000 + 0o22) + chr(50) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b11001 + 0o36) + '\x36', 44547 - 44539), ehT0Px3KOsy9(chr(2014 - 1966) + '\x6f' + '\061' + '\066' + chr(0b11111 + 0o26), 7394 - 7386), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\062' + chr(2259 - 2205), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b101 + 0o60) + '\x36', 19312 - 19304), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b10001 + 0o136) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b100010 + 0o17) + chr(1884 - 1835), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100000 + 0o22) + '\067' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(5855 - 5744) + '\x31' + '\x30' + '\064', 8), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + chr(0b110110) + chr(0b11101 + 0o26), 57666 - 57658)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(53) + chr(0b101110 + 0o2), 59333 - 59325)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf'), chr(9154 - 9054) + '\145' + '\143' + chr(0b1 + 0o156) + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(102) + '\055' + chr(1318 - 1262)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def p0nb8z2aH6H2(jAj7S20Ct06o): if xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x15\x81\x08\xd2\x0e\xb4 +Tft3i\xe0'), '\144' + chr(0b11111 + 0o106) + '\143' + '\157' + chr(0b101 + 0o137) + chr(0b1100101))(chr(0b1010100 + 0o41) + chr(116) + chr(0b10000 + 0o126) + '\055' + chr(0b11011 + 0o35)) in jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x13\x9d?'), chr(0b1100100) + chr(2368 - 2267) + chr(9462 - 9363) + chr(111) + '\144' + chr(0b1100101))(chr(117) + chr(11190 - 11074) + chr(102) + chr(0b10110 + 0o27) + '\070')]: return jAj7S20Ct06o Loa1U4GxmPA3 = jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x13\x9d?'), '\x64' + chr(6412 - 6311) + chr(99) + chr(0b111011 + 0o64) + chr(0b1100100) + chr(0b1100101))(chr(0b101101 + 0o110) + chr(0b1001101 + 0o47) + '\x66' + '\x2d' + '\x38')][xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x15\x81\x08\xd7\x0f\xb8$'), chr(100) + chr(0b1000000 + 0o45) + '\x63' + chr(111) + chr(9647 - 9547) + '\x65')('\165' + '\164' + '\x66' + chr(0b101000 + 0o5) + chr(1916 - 1860))] DsdcfhNFWZDA = Bb4XOt_dN1Ug.projects().get(project=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x14\x86!\xcb\x18\xb8$'), '\144' + chr(101) + '\x63' + '\x6f' + chr(0b1000 + 0o134) + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + chr(1950 - 1905) + chr(75 - 19))][xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x14\x86=\xc7\x1f\xa9\t#D'), '\x64' + chr(0b1100101) + chr(0b11010 + 0o111) + '\157' + chr(100) + chr(0b1100101))(chr(4321 - 4204) + '\x74' + chr(102) + '\055' + '\070')]).execute() sh1GH4rBIPLc = nSwwHEeM4cxI((N7j7ePTXzzI0 for N7j7ePTXzzI0 in DsdcfhNFWZDA[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\t\x84:\xcd\x12\x9489TbE;i\xd4\xce\xe2%R\x82\xf7h'), chr(100) + chr(3314 - 3213) + chr(99) + chr(0b1101111) + '\144' + '\145')(chr(117) + chr(10314 - 10198) + '\146' + chr(0b101101) + chr(56))].get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8\x12\x8c:\xd1'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1000000 + 0o57) + chr(5545 - 5445) + '\145')('\x75' + '\x74' + '\146' + chr(0b110 + 0o47) + chr(0b110000 + 0o10)), []) if N7j7ePTXzzI0[xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa\x03\x90'), chr(100) + '\x65' + chr(99) + chr(0b1101111) + chr(0b110001 + 0o63) + chr(0b101 + 0o140))(chr(0b1001000 + 0o55) + '\x74' + chr(0b1100110) + chr(45) + '\x38')] == xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x15\x81z\xc9\x19\xa4%'), chr(0b1100100) + chr(10043 - 9942) + '\x63' + chr(0b1101 + 0o142) + chr(0b100010 + 0o102) + chr(0b1100101))(chr(0b1011110 + 0o27) + '\164' + '\x66' + '\x2d' + chr(56))), {}).get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\x07\x85"\xc7'), chr(5325 - 5225) + chr(101) + chr(99) + chr(0b1101111) + chr(0b110 + 0o136) + chr(101))('\x75' + '\164' + chr(0b10001 + 0o125) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b''), '\144' + chr(10001 - 9900) + chr(2140 - 2041) + chr(0b10011 + 0o134) + '\144' + chr(0b111111 + 0o46))('\x75' + chr(0b1110100) + '\146' + '\x2d' + chr(0b100001 + 0o27))) tMqWcMcM6qe2 = sh1GH4rBIPLc.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b'), chr(423 - 323) + chr(0b1100101) + '\x63' + '\157' + chr(0b11011 + 0o111) + chr(0b11011 + 0o112))('\x75' + chr(0b1110100) + chr(2774 - 2672) + chr(0b101101) + chr(3073 - 3017))) if sh1GH4rBIPLc else [] pEeFRSd8IQVT = ehT0Px3KOsy9(chr(1730 - 1682) + chr(111) + chr(0b110000), 0o10) for WVxHKyX45z_L in vQr8gNKaIaWE(ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110010), ord("\x08"))): zIMAtZEdZ4_y = rTsvkd6_rE5J(WVxHKyX45z_L, jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x14\x86!\xcb\x18\xb8$'), chr(0b1100100) + chr(101) + '\143' + '\157' + chr(0b1100100) + chr(8839 - 8738))(chr(0b1000100 + 0o61) + '\164' + chr(7397 - 7295) + '\055' + chr(1386 - 1330))][xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x03\x8e>\xcd\x12'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + chr(7655 - 7554))('\x75' + '\x74' + chr(5205 - 5103) + chr(1035 - 990) + chr(0b10011 + 0o45))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x14\x86!\xcb\x18\xb8$'), chr(0b1100100) + chr(167 - 66) + chr(9179 - 9080) + chr(0b1101111) + '\144' + chr(7279 - 7178))(chr(2695 - 2578) + '\x74' + chr(102) + chr(1906 - 1861) + chr(2655 - 2599))][xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\x14\x86=\xc7\x1f\xa9\t#D'), '\144' + '\145' + '\143' + chr(0b1000 + 0o147) + '\144' + chr(101))(chr(117) + chr(12853 - 12737) + '\146' + chr(0b101101) + '\x38')], Loa1U4GxmPA3) (xGCaHhpevx21, Hz_u5tQHAQvr) = VU3W2t0SG6KL(zIMAtZEdZ4_y) for gRV0z4zguoMQ in tMqWcMcM6qe2: CSRFAbD_jnNW = gRV0z4zguoMQ.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1'), chr(0b1100100) + chr(3572 - 3471) + chr(0b1100011) + chr(0b1101111) + '\144' + '\145')(chr(117) + chr(116) + chr(0b1100101 + 0o1) + '\x2d' + '\x38')) if c2A0yzQpDQB3(CSRFAbD_jnNW) != ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063', 8): continue if CSRFAbD_jnNW[ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + '\x32', 8)] == Loa1U4GxmPA3 and xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x1e\x80$\xd6\x0f'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(5604 - 5504) + chr(0b1 + 0o144))(chr(0b1000110 + 0o57) + chr(0b1110100) + chr(5428 - 5326) + chr(0b100011 + 0o12) + chr(0b101001 + 0o17)))(Hz_u5tQHAQvr): pEeFRSd8IQVT = ehT0Px3KOsy9(chr(1910 - 1862) + chr(3292 - 3181) + '\061', 30930 - 30922) break if not pEeFRSd8IQVT and (not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x1e\x80$\xd6\x0f'), '\x64' + chr(101) + chr(99) + chr(111) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b100100 + 0o24)))(Hz_u5tQHAQvr)): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2Q\xa1/\xd7\x1f\xbaa LY@'), '\x64' + chr(0b110010 + 0o63) + chr(0b1100 + 0o127) + chr(111) + chr(0b10 + 0o142) + chr(0b1100101))(chr(0b111 + 0o156) + chr(2573 - 2457) + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x05\x869\xc4\x15\xba#8E\\@=u\xc6\xdb\xf7-D\xd9\xa3J_\xe6>\x0e\xc9\x9ae\xf9\xfa\x1b\x026\x85a\xb0\x9a4R\xf8\x14\xc9,\xdf'), chr(0b110111 + 0o55) + chr(0b1000011 + 0o42) + chr(4274 - 4175) + chr(0b110110 + 0o71) + '\x64' + '\x65')(chr(0b1110101) + chr(0b1101000 + 0o14) + '\x66' + '\055' + chr(0b1101 + 0o53)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7R\x9b8\xea\x1d\x8ee\x1aPfA'), chr(6201 - 6101) + '\145' + chr(0b111111 + 0o44) + '\x6f' + chr(2602 - 2502) + chr(5388 - 5287))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\x38'))(zIMAtZEdZ4_y)) (xS3uf9NSqtJz, ovk5kON6L2po) = t1vnEHqMdtgi() djj1dCks8Pwh(DsdcfhNFWZDA, xS3uf9NSqtJz, Loa1U4GxmPA3) with _fwkIVCGgtAN(Hz_u5tQHAQvr, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), chr(0b1001111 + 0o25) + chr(2703 - 2602) + chr(0b1100011) + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(0b100110 + 0o116) + chr(0b1100110) + chr(0b101101) + chr(0b10010 + 0o46))) as EGyt1xfPT1P6: xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x14\x80#\xc7'), chr(6946 - 6846) + chr(0b110010 + 0o63) + chr(0b10 + 0o141) + '\x6f' + '\144' + '\145')(chr(0b1110101) + chr(12089 - 11973) + chr(0b1100110) + '\055' + chr(3126 - 3070)))(ovk5kON6L2po) xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\x0e\x848\xc6'), '\144' + '\x65' + '\143' + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1000 + 0o154) + chr(5468 - 5366) + chr(45) + chr(0b111000)))(Hz_u5tQHAQvr, ehT0Px3KOsy9(chr(48) + chr(195 - 84) + chr(0b11001 + 0o35) + chr(1550 - 1502) + chr(48), ord("\x08"))) with _fwkIVCGgtAN(xGCaHhpevx21, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), chr(100) + '\145' + chr(99) + chr(111) + '\144' + chr(0b1100101))(chr(1359 - 1242) + chr(3408 - 3292) + chr(1232 - 1130) + '\x2d' + chr(0b111000))) as EGyt1xfPT1P6: xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\x14\x80#\xc7'), chr(100) + chr(0b10011 + 0o122) + '\x63' + '\x6f' + chr(0b110110 + 0o56) + chr(2972 - 2871))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(1780 - 1735) + chr(0b101110 + 0o12)))(xS3uf9NSqtJz) pEeFRSd8IQVT = ehT0Px3KOsy9(chr(0b110000) + chr(6653 - 6542) + '\x31', 8) break if pEeFRSd8IQVT: break assert pEeFRSd8IQVT, xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc25\xa1w\xc9\x19\xa4&+Iq\x0b>c\xeb\x8b\xe37S\x91\xa3rP\xa31\x15\xd4\xd4d\xb6\xe1\x10\x116\x88k\xbb\x9a?N'), '\x64' + chr(101) + chr(99) + chr(7778 - 7667) + chr(100) + chr(0b1100101))(chr(10966 - 10849) + chr(0b11101 + 0o127) + '\146' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7R\x9b8\xea\x1d\x8ee\x1aPfA'), '\x64' + '\145' + chr(0b1100011) + chr(2082 - 1971) + chr(0b110101 + 0o57) + chr(0b1000011 + 0o42))(chr(0b1110101) + '\164' + chr(102) + chr(0b100000 + 0o15) + '\070'))(Loa1U4GxmPA3, Hz_u5tQHAQvr) assert xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x1e\x80$\xd6\x0f'), '\144' + chr(101) + chr(0b1100011) + chr(111) + chr(100) + '\145')(chr(0b111100 + 0o71) + chr(116) + '\x66' + chr(0b101101) + '\x38'))(Hz_u5tQHAQvr), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x14\x80!\xc3\x08\xb8v!Ez\x0b>e\xf5\xce\xb6?K\xc3\xedfY\xa39\x15\xd5\x9af\xf9\xf2\x11\x076\x9bw\xac\xc8dH\xec'), chr(9788 - 9688) + chr(1029 - 928) + '\x63' + '\x6f' + chr(130 - 30) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(45) + chr(0b10110 + 0o42)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7R\x9b8\xea\x1d\x8ee\x1aPfA'), chr(0b1100100) + '\145' + '\143' + '\x6f' + '\x64' + '\x65')(chr(0b1110101) + chr(0b110101 + 0o77) + chr(0b10011 + 0o123) + chr(0b1000 + 0o45) + chr(2301 - 2245)))(Hz_u5tQHAQvr, Loa1U4GxmPA3) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2Q\xa1/\xd7\x1f\xbaa LY@'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101010 + 0o5) + chr(0b1100100) + '\x65')('\165' + '\164' + chr(1296 - 1194) + chr(287 - 242) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x05\x869\xc4\x15\xba#8E\\@=u\xc6\xdb\xf7-D\xd9\xa3Y_\xea)\x1b\xd4\x91"\xb2\xf1\x07Ux\x81p\xe9\xc94V\xf2\x0f\x8f>\xc7\x18\xfd?$\x00`D6j\xf0\xcc\xbadC\x90\xeagJ\xf8"'), chr(0b1000010 + 0o42) + chr(0b1001010 + 0o33) + chr(8726 - 8627) + chr(8735 - 8624) + '\144' + chr(101))('\165' + '\x74' + chr(102) + '\055' + chr(0b1001 + 0o57)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7R\x9b8\xea\x1d\x8ee\x1aPfA'), chr(100) + chr(0b1100101) + chr(0b10 + 0o141) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b110000 + 0o105) + chr(0b101000 + 0o114) + '\146' + '\x2d' + chr(56)))(Hz_u5tQHAQvr)) jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x13\x9d?'), '\x64' + '\145' + chr(0b1100011) + chr(0b1010000 + 0o37) + chr(0b100111 + 0o75) + chr(0b1100101))(chr(0b1110101) + chr(0b10011 + 0o141) + chr(0b110011 + 0o63) + chr(878 - 833) + chr(0b111000))][xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x15\x81\x08\xd2\x0e\xb4 +Tft3i\xe0'), chr(100) + '\x65' + '\143' + chr(111) + chr(100) + chr(0b1100101))(chr(11501 - 11384) + chr(0b1110100) + chr(0b101011 + 0o73) + chr(0b0 + 0o55) + chr(56))] = Hz_u5tQHAQvr return jAj7S20Ct06o
ray-project/ray
python/ray/autoscaler/gcp/config.py
_configure_subnet
def _configure_subnet(config): """Pick a reasonable subnet if not specified by the config.""" # Rationale: avoid subnet lookup if the network is already # completely manually configured if ("networkInterfaces" in config["head_node"] and "networkInterfaces" in config["worker_nodes"]): return config subnets = _list_subnets(config) if not subnets: raise NotImplementedError("Should be able to create subnet.") # TODO: make sure that we have usable subnet. Maybe call # compute.subnetworks().listUsable? For some reason it didn't # work out-of-the-box default_subnet = subnets[0] if "networkInterfaces" not in config["head_node"]: config["head_node"]["networkInterfaces"] = [{ "subnetwork": default_subnet["selfLink"], "accessConfigs": [{ "name": "External NAT", "type": "ONE_TO_ONE_NAT", }], }] if "networkInterfaces" not in config["worker_nodes"]: config["worker_nodes"]["networkInterfaces"] = [{ "subnetwork": default_subnet["selfLink"], "accessConfigs": [{ "name": "External NAT", "type": "ONE_TO_ONE_NAT", }], }] return config
python
def _configure_subnet(config): """Pick a reasonable subnet if not specified by the config.""" # Rationale: avoid subnet lookup if the network is already # completely manually configured if ("networkInterfaces" in config["head_node"] and "networkInterfaces" in config["worker_nodes"]): return config subnets = _list_subnets(config) if not subnets: raise NotImplementedError("Should be able to create subnet.") # TODO: make sure that we have usable subnet. Maybe call # compute.subnetworks().listUsable? For some reason it didn't # work out-of-the-box default_subnet = subnets[0] if "networkInterfaces" not in config["head_node"]: config["head_node"]["networkInterfaces"] = [{ "subnetwork": default_subnet["selfLink"], "accessConfigs": [{ "name": "External NAT", "type": "ONE_TO_ONE_NAT", }], }] if "networkInterfaces" not in config["worker_nodes"]: config["worker_nodes"]["networkInterfaces"] = [{ "subnetwork": default_subnet["selfLink"], "accessConfigs": [{ "name": "External NAT", "type": "ONE_TO_ONE_NAT", }], }] return config
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Pick a reasonable subnet if not specified by the config.
[ "Pick", "a", "reasonable", "subnet", "if", "not", "specified", "by", "the", "config", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L272-L309
train
Pick a reasonable subnet if not specified by the config.
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(0b11000 + 0o127) + chr(49) + '\x34' + chr(0b1011 + 0o53), 0o10), ehT0Px3KOsy9(chr(256 - 208) + chr(0b110010 + 0o75) + '\x33' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\062' + chr(0b110000) + chr(1729 - 1679), 0o10), ehT0Px3KOsy9(chr(294 - 246) + '\157' + chr(0b1011 + 0o47) + chr(0b110011) + chr(0b10001 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b110111 + 0o70) + chr(0b110001) + '\066' + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(374 - 325) + '\060', 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(11111 - 11000) + chr(2492 - 2442) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + '\x33' + chr(593 - 544) + chr(51), 45983 - 45975), ehT0Px3KOsy9('\060' + chr(111) + chr(55) + chr(0b110010), 38115 - 38107), ehT0Px3KOsy9('\x30' + chr(11030 - 10919) + '\063' + chr(1458 - 1410) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + chr(657 - 606) + '\064' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(217 - 167) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(8475 - 8364) + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(51) + chr(0b110011 + 0o3) + '\065', 29654 - 29646), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(0b110001) + chr(0b11011 + 0o32) + '\067', 16706 - 16698), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(222 - 173) + chr(772 - 724) + chr(55), 0o10), ehT0Px3KOsy9(chr(1447 - 1399) + chr(0b1101111) + chr(421 - 368) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(6560 - 6449) + chr(51) + '\x34' + '\061', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(2088 - 2038) + chr(0b11110 + 0o26) + chr(2192 - 2143), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3150 - 3039) + chr(51) + '\067' + chr(1609 - 1556), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(0b1100 + 0o45) + '\062' + chr(1374 - 1320), 23918 - 23910), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\x35' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(50) + chr(448 - 394), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1712 - 1662) + '\061' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110010) + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(55) + '\x36', 9857 - 9849), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(1000 - 950) + chr(944 - 891), 38767 - 38759), ehT0Px3KOsy9(chr(699 - 651) + chr(9618 - 9507) + '\x32' + '\x37' + chr(0b1011 + 0o53), 0o10), ehT0Px3KOsy9('\x30' + chr(8807 - 8696) + chr(0b100000 + 0o24) + chr(2019 - 1966), 48843 - 48835), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(12238 - 12127) + '\x31' + '\x31' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(5737 - 5626) + '\x33' + '\065' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + '\062' + chr(54) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b1000 + 0o55) + chr(0b100001 + 0o24), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + chr(313 - 264) + chr(0b101011 + 0o13), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(54), 44941 - 44933), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(11470 - 11359) + chr(0b11101 + 0o25) + chr(552 - 503) + chr(50), 65154 - 65146), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(615 - 562) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b10001 + 0o41) + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(4270 - 4159) + '\061' + chr(51) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + chr(0b110001) + '\x30' + chr(0b10100 + 0o37), 25607 - 25599)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1242 - 1194) + '\x6f' + chr(0b110101) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'H'), chr(1859 - 1759) + chr(0b1100101) + '\x63' + '\157' + chr(6288 - 6188) + chr(5399 - 5298))(chr(0b1000 + 0o155) + chr(0b101111 + 0o105) + chr(1499 - 1397) + chr(0b101101) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def BXEIJsj0tNvG(jAj7S20Ct06o): if xafqLlk3kkUe(SXOLrMavuUCe(b'\x08}\xf6\xe9\x19\xba~\x82T\xb6\x84dv\x94\x0c"Z'), chr(6029 - 5929) + chr(101) + chr(7847 - 7748) + chr(111) + '\144' + '\x65')('\x75' + chr(116) + chr(0b11000 + 0o116) + chr(0b101101 + 0o0) + chr(0b111000)) in jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e}\xe3\xfa)\xa6z\xaf_'), chr(100) + '\x65' + chr(0b1000011 + 0o40) + '\157' + '\x64' + chr(7161 - 7060))('\165' + '\164' + chr(102) + chr(45) + chr(1773 - 1717))] and xafqLlk3kkUe(SXOLrMavuUCe(b'\x08}\xf6\xe9\x19\xba~\x82T\xb6\x84dv\x94\x0c"Z'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1011111 + 0o5) + chr(3082 - 2981))('\165' + chr(0b111001 + 0o73) + chr(9448 - 9346) + chr(0b101101) + chr(393 - 337)) in jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\x11w\xf0\xf5\x13\xbaJ\xa5U\xa6\x84e'), '\144' + chr(101) + '\143' + chr(0b1101111) + chr(9912 - 9812) + chr(7647 - 7546))('\165' + chr(116) + '\146' + chr(0b101101) + '\070')]: return jAj7S20Ct06o nVOlsfpIdhPT = lTMc1UBB4wo1(jAj7S20Ct06o) if not nVOlsfpIdhPT: raise _zJ24Vce7wp0(xafqLlk3kkUe(SXOLrMavuUCe(b'5p\xed\xeb\x1a\xac5\xa9_\xe2\x80t|\x90O3F\xc1\xc2\x8f3\xca\xa2\xed\xbaM\xa0\xdcK.\x9f\x98'), '\x64' + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))('\x75' + chr(0b1000000 + 0o64) + '\146' + chr(0b101101) + chr(0b111000))) Q5xDiLBmrePW = nVOlsfpIdhPT[ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b110000), 0o10)] if xafqLlk3kkUe(SXOLrMavuUCe(b'\x08}\xf6\xe9\x19\xba~\x82T\xb6\x84dv\x94\x0c"Z'), '\144' + chr(0b1010100 + 0o21) + '\x63' + chr(111) + '\144' + chr(9954 - 9853))(chr(0b1110101) + '\164' + chr(4533 - 4431) + chr(0b100110 + 0o7) + chr(2439 - 2383)) not in jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e}\xe3\xfa)\xa6z\xaf_'), chr(0b1001101 + 0o27) + chr(0b1100101) + '\143' + '\x6f' + '\144' + chr(0b1100101))(chr(0b1000 + 0o155) + chr(2152 - 2036) + chr(102) + chr(0b0 + 0o55) + '\x38')]: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e}\xe3\xfa)\xa6z\xaf_'), '\x64' + chr(0b1100101) + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(12214 - 12098) + chr(102) + chr(1903 - 1858) + '\070')][xafqLlk3kkUe(SXOLrMavuUCe(b'\x08}\xf6\xe9\x19\xba~\x82T\xb6\x84dv\x94\x0c"Z'), '\144' + chr(0b1011010 + 0o13) + '\x63' + '\x6f' + '\x64' + chr(7574 - 7473))('\x75' + chr(2675 - 2559) + '\146' + '\055' + chr(56))] = [{xafqLlk3kkUe(SXOLrMavuUCe(b'\x15m\xe0\xf0\x13\xbcb\xa4H\xa9'), chr(7845 - 7745) + '\x65' + chr(0b11001 + 0o112) + chr(0b1011000 + 0o27) + chr(0b1100100) + chr(2600 - 2499))(chr(117) + '\x74' + chr(4190 - 4088) + chr(45) + chr(56)): Q5xDiLBmrePW[xafqLlk3kkUe(SXOLrMavuUCe(b'\x15}\xee\xf8:\xa1{\xa0'), chr(0b111100 + 0o50) + chr(4241 - 4140) + '\143' + chr(0b1101111) + chr(100) + chr(0b1011101 + 0o10))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b11001 + 0o24) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\x07{\xe1\xfb\x05\xbbV\xa4T\xa4\x88qc'), '\x64' + chr(0b1100000 + 0o5) + '\x63' + chr(0b101111 + 0o100) + chr(100) + chr(101))(chr(0b100111 + 0o116) + '\164' + '\x66' + chr(669 - 624) + chr(0b1101 + 0o53)): [{xafqLlk3kkUe(SXOLrMavuUCe(b'\x08y\xef\xfb'), chr(0b101000 + 0o74) + chr(0b1100101) + '\x63' + chr(111) + chr(0b1100100 + 0o0) + '\x65')(chr(8933 - 8816) + chr(6489 - 6373) + chr(0b1010010 + 0o24) + chr(0b11001 + 0o24) + chr(0b111000)): xafqLlk3kkUe(SXOLrMavuUCe(b'#`\xf6\xfb\x04\xa6t\xa7\x1a\x8c\xa0B'), '\144' + chr(101) + '\143' + chr(0b1101111) + chr(3186 - 3086) + '\x65')('\x75' + '\164' + '\146' + chr(45) + chr(0b10111 + 0o41)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x12a\xf2\xfb'), '\144' + chr(4568 - 4467) + chr(99) + chr(0b1101111) + chr(0b11010 + 0o112) + chr(101))('\x75' + chr(0b1110100) + chr(0b1000001 + 0o45) + '\055' + chr(0b11010 + 0o36)): xafqLlk3kkUe(SXOLrMavuUCe(b')V\xc7\xc1"\x87J\x84t\x87\xbeXQ\xa1'), '\144' + chr(0b1100101) + chr(7113 - 7014) + '\x6f' + '\144' + '\145')('\165' + chr(116) + '\146' + chr(0b101101) + '\x38')}]}] if xafqLlk3kkUe(SXOLrMavuUCe(b'\x08}\xf6\xe9\x19\xba~\x82T\xb6\x84dv\x94\x0c"Z'), '\144' + chr(101) + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(8072 - 7955) + chr(12949 - 12833) + chr(102) + '\x2d' + '\x38') not in jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\x11w\xf0\xf5\x13\xbaJ\xa5U\xa6\x84e'), '\144' + chr(101) + chr(5573 - 5474) + chr(1723 - 1612) + chr(8631 - 8531) + '\x65')(chr(0b1101001 + 0o14) + '\164' + chr(5616 - 5514) + chr(0b10010 + 0o33) + chr(923 - 867))]: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\x11w\xf0\xf5\x13\xbaJ\xa5U\xa6\x84e'), '\144' + '\145' + '\143' + chr(0b100110 + 0o111) + '\144' + chr(0b101 + 0o140))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + '\070')][xafqLlk3kkUe(SXOLrMavuUCe(b'\x08}\xf6\xe9\x19\xba~\x82T\xb6\x84dv\x94\x0c"Z'), '\144' + chr(1468 - 1367) + chr(6775 - 6676) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1100 + 0o150) + chr(0b1100110) + chr(847 - 802) + '\x38')] = [{xafqLlk3kkUe(SXOLrMavuUCe(b'\x15m\xe0\xf0\x13\xbcb\xa4H\xa9'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(9413 - 9312))(chr(0b100001 + 0o124) + chr(9064 - 8948) + chr(10300 - 10198) + chr(0b1110 + 0o37) + chr(0b111000)): Q5xDiLBmrePW[xafqLlk3kkUe(SXOLrMavuUCe(b'\x15}\xee\xf8:\xa1{\xa0'), chr(100) + chr(101) + chr(3176 - 3077) + '\157' + chr(0b1100011 + 0o1) + chr(2037 - 1936))(chr(0b1010110 + 0o37) + chr(0b1000110 + 0o56) + chr(0b1100110) + chr(672 - 627) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'\x07{\xe1\xfb\x05\xbbV\xa4T\xa4\x88qc'), chr(0b1001100 + 0o30) + chr(365 - 264) + chr(9799 - 9700) + chr(4294 - 4183) + chr(0b11010 + 0o112) + chr(3887 - 3786))('\x75' + chr(7140 - 7024) + '\146' + '\055' + chr(753 - 697)): [{xafqLlk3kkUe(SXOLrMavuUCe(b'\x08y\xef\xfb'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(0b1010 + 0o132) + chr(0b1100101))('\165' + chr(0b100 + 0o160) + chr(0b110000 + 0o66) + chr(415 - 370) + '\x38'): xafqLlk3kkUe(SXOLrMavuUCe(b'#`\xf6\xfb\x04\xa6t\xa7\x1a\x8c\xa0B'), chr(100) + chr(1437 - 1336) + chr(99) + chr(111) + '\x64' + chr(0b101010 + 0o73))(chr(0b1110101) + chr(0b111010 + 0o72) + '\146' + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x12a\xf2\xfb'), chr(100) + chr(0b1100101) + chr(5412 - 5313) + '\157' + chr(100) + chr(101))('\165' + '\164' + '\x66' + chr(0b100111 + 0o6) + chr(0b110000 + 0o10)): xafqLlk3kkUe(SXOLrMavuUCe(b')V\xc7\xc1"\x87J\x84t\x87\xbeXQ\xa1'), chr(4676 - 4576) + chr(6603 - 6502) + chr(1203 - 1104) + chr(5727 - 5616) + '\144' + chr(6646 - 6545))(chr(117) + chr(12489 - 12373) + chr(9328 - 9226) + chr(45) + chr(0b101 + 0o63))}]}] return jAj7S20Ct06o
ray-project/ray
python/ray/autoscaler/gcp/config.py
_add_iam_policy_binding
def _add_iam_policy_binding(service_account, roles): """Add new IAM roles for the service account.""" project_id = service_account["projectId"] email = service_account["email"] member_id = "serviceAccount:" + email policy = crm.projects().getIamPolicy(resource=project_id).execute() already_configured = True for role in roles: role_exists = False for binding in policy["bindings"]: if binding["role"] == role: if member_id not in binding["members"]: binding["members"].append(member_id) already_configured = False role_exists = True if not role_exists: already_configured = False policy["bindings"].append({ "members": [member_id], "role": role, }) if already_configured: # In some managed environments, an admin needs to grant the # roles, so only call setIamPolicy if needed. return result = crm.projects().setIamPolicy( resource=project_id, body={ "policy": policy, }).execute() return result
python
def _add_iam_policy_binding(service_account, roles): """Add new IAM roles for the service account.""" project_id = service_account["projectId"] email = service_account["email"] member_id = "serviceAccount:" + email policy = crm.projects().getIamPolicy(resource=project_id).execute() already_configured = True for role in roles: role_exists = False for binding in policy["bindings"]: if binding["role"] == role: if member_id not in binding["members"]: binding["members"].append(member_id) already_configured = False role_exists = True if not role_exists: already_configured = False policy["bindings"].append({ "members": [member_id], "role": role, }) if already_configured: # In some managed environments, an admin needs to grant the # roles, so only call setIamPolicy if needed. return result = crm.projects().setIamPolicy( resource=project_id, body={ "policy": policy, }).execute() return result
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Add new IAM roles for the service account.
[ "Add", "new", "IAM", "roles", "for", "the", "service", "account", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L380-L416
train
Adds new IAM roles for the service account.
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4533) + chr(0b110001) + chr(0b1101 + 0o43) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + '\061' + chr(0b110000) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5995 - 5884) + '\062' + chr(0b10110 + 0o37) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + '\063' + chr(918 - 867) + '\x37', 55508 - 55500), ehT0Px3KOsy9('\x30' + '\157' + chr(2293 - 2242) + chr(0b1101 + 0o45) + chr(2293 - 2243), 0o10), ehT0Px3KOsy9(chr(1076 - 1028) + '\157' + chr(49) + '\062' + chr(1153 - 1101), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(11311 - 11200) + chr(1215 - 1165) + '\x37' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(2201 - 2153) + chr(3363 - 3252) + chr(0b110001) + chr(281 - 227) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11110 + 0o24) + chr(1953 - 1898) + chr(1482 - 1430), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1 + 0o156) + '\062' + chr(303 - 254) + '\062', 62149 - 62141), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\063' + chr(0b110111), 32694 - 32686), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x30' + chr(256 - 206), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b10111 + 0o34) + chr(0b100000 + 0o22), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + chr(801 - 752) + '\x33' + chr(91 - 37), 0b1000), ehT0Px3KOsy9('\060' + chr(5344 - 5233) + '\x31' + '\064' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + chr(0b1100 + 0o47) + '\x34' + chr(0b110111), 39537 - 39529), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + chr(871 - 822) + chr(0b110111) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\061' + chr(0b110101) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(2226 - 2178) + '\157' + chr(0b110010) + chr(0b110010) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1007 - 958) + chr(1958 - 1905) + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1011 + 0o47) + '\064' + chr(0b11101 + 0o27), 30492 - 30484), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b11010 + 0o32) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110001) + chr(0b1100 + 0o45), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(51) + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x30' + '\x35', 65371 - 65363), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(6792 - 6681) + chr(49) + chr(0b110101) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + '\063' + '\067' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + chr(50) + '\x36' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1505 - 1455) + '\061' + chr(1026 - 977), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\061' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110000) + '\x30', 63266 - 63258), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b100111 + 0o12) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(9569 - 9458) + '\061' + chr(0b110101) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(54) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101010 + 0o12) + chr(2049 - 1999), ord("\x08")), ehT0Px3KOsy9(chr(1907 - 1859) + chr(0b1101111) + chr(0b110011) + chr(0b1101 + 0o50) + '\067', 39319 - 39311), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(544 - 493) + chr(48) + chr(53), 8), ehT0Px3KOsy9('\x30' + chr(1751 - 1640) + chr(51) + chr(751 - 699) + '\x36', 28499 - 28491), ehT0Px3KOsy9(chr(1218 - 1170) + '\x6f' + chr(1017 - 967) + chr(0b110011) + chr(1916 - 1863), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'h'), '\144' + '\145' + chr(8236 - 8137) + chr(0b11 + 0o154) + chr(100) + '\145')(chr(0b1110101) + chr(116) + '\146' + '\x2d' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nl00220YwekU(aCVgBcDPV17W, jVsifHfsym02): wDsmSuyzs9xQ = aCVgBcDPV17W[xafqLlk3kkUe(SXOLrMavuUCe(b'67\xc3\xb5\xb77\xcf?\xd8'), '\144' + chr(491 - 390) + chr(0b1100011) + '\x6f' + '\x64' + '\x65')('\165' + chr(0b100110 + 0o116) + chr(9912 - 9810) + chr(935 - 890) + chr(2147 - 2091))] XB27cjqfsdl8 = aCVgBcDPV17W[xafqLlk3kkUe(SXOLrMavuUCe(b'#(\xcd\xb6\xbe'), chr(0b100000 + 0o104) + chr(101) + chr(0b11001 + 0o112) + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(116) + '\146' + chr(0b101101) + '\x38')] UZ7GAeVeI1u_ = xafqLlk3kkUe(SXOLrMavuUCe(b'5 \xde\xa9\xbb7\xde7\xdf\xe90\xb7t*['), chr(5063 - 4963) + chr(0b1000010 + 0o43) + chr(0b1100011) + chr(0b1101111) + chr(8558 - 8458) + chr(6020 - 5919))(chr(0b110000 + 0o105) + chr(8913 - 8797) + '\146' + chr(45) + chr(56)) + XB27cjqfsdl8 s617wIX8Hbiy = S5NdriWC6OMZ.projects().getIamPolicy(resource=wDsmSuyzs9xQ).execute() BC2Tq3OPGR1a = ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11000 + 0o31), 0o10) for Bqfqb6knzosF in jVsifHfsym02: KkjpvmMb5pR4 = ehT0Px3KOsy9('\060' + chr(111) + chr(48), ord("\x08")) for IVZYp8Rnsz4v in s617wIX8Hbiy[xafqLlk3kkUe(SXOLrMavuUCe(b'$,\xc2\xbb\xbb:\xdc\x05'), '\x64' + '\x65' + chr(99) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(116) + chr(5464 - 5362) + '\x2d' + chr(56))]: if IVZYp8Rnsz4v[xafqLlk3kkUe(SXOLrMavuUCe(b'4*\xc0\xba'), '\x64' + chr(101) + '\143' + chr(111) + chr(9151 - 9051) + chr(6205 - 6104))('\x75' + chr(116) + chr(0b1100110) + chr(0b101101) + '\x38')] == Bqfqb6knzosF: if UZ7GAeVeI1u_ not in IVZYp8Rnsz4v[xafqLlk3kkUe(SXOLrMavuUCe(b'+ \xc1\xbd\xb7&\xc8'), '\x64' + chr(101) + '\143' + chr(9488 - 9377) + chr(0b1001110 + 0o26) + chr(101))('\x75' + '\164' + chr(7034 - 6932) + chr(45) + chr(0b111000))]: xafqLlk3kkUe(IVZYp8Rnsz4v[xafqLlk3kkUe(SXOLrMavuUCe(b'+ \xc1\xbd\xb7&\xc8'), chr(0b1100100) + '\145' + chr(99) + chr(0b100 + 0o153) + chr(100) + '\x65')(chr(0b100100 + 0o121) + chr(116) + '\146' + chr(0b101101) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b"'5\xdc\xba\xbc0"), chr(100) + chr(101) + chr(9128 - 9029) + chr(5820 - 5709) + '\144' + chr(0b1010011 + 0o22))(chr(0b10001 + 0o144) + chr(13308 - 13192) + '\146' + '\055' + chr(718 - 662)))(UZ7GAeVeI1u_) BC2Tq3OPGR1a = ehT0Px3KOsy9(chr(0b110000) + chr(9530 - 9419) + chr(0b110000), 8) KkjpvmMb5pR4 = ehT0Px3KOsy9('\060' + '\157' + chr(0b110001), 8) if not KkjpvmMb5pR4: BC2Tq3OPGR1a = ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + '\060', 8) xafqLlk3kkUe(s617wIX8Hbiy[xafqLlk3kkUe(SXOLrMavuUCe(b'$,\xc2\xbb\xbb:\xdc\x05'), chr(6085 - 5985) + '\x65' + chr(7866 - 7767) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1011001 + 0o34) + chr(0b101001 + 0o113) + chr(0b1011011 + 0o13) + chr(1968 - 1923) + '\070')], xafqLlk3kkUe(SXOLrMavuUCe(b"'5\xdc\xba\xbc0"), '\144' + chr(101) + chr(0b101001 + 0o72) + chr(0b10101 + 0o132) + chr(6771 - 6671) + chr(0b1010100 + 0o21))('\x75' + chr(3636 - 3520) + chr(0b1100001 + 0o5) + chr(0b101101) + chr(245 - 189)))({xafqLlk3kkUe(SXOLrMavuUCe(b'+ \xc1\xbd\xb7&\xc8'), chr(0b1100100) + chr(8828 - 8727) + '\143' + chr(0b110111 + 0o70) + chr(0b101110 + 0o66) + chr(0b1001101 + 0o30))('\165' + '\x74' + chr(0b1010101 + 0o21) + chr(0b101101) + chr(0b111000)): [UZ7GAeVeI1u_], xafqLlk3kkUe(SXOLrMavuUCe(b'4*\xc0\xba'), chr(1954 - 1854) + '\145' + chr(99) + chr(12243 - 12132) + '\144' + chr(5885 - 5784))(chr(0b111001 + 0o74) + chr(0b111000 + 0o74) + chr(0b1100110) + '\055' + chr(56)): Bqfqb6knzosF}) if BC2Tq3OPGR1a: return ShZmEKfTkAOZ = S5NdriWC6OMZ.projects().setIamPolicy(resource=wDsmSuyzs9xQ, body={xafqLlk3kkUe(SXOLrMavuUCe(b'6*\xc0\xb6\xb1-'), '\144' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1011000 + 0o14) + chr(8077 - 7976))('\165' + chr(6441 - 6325) + '\146' + chr(0b1110 + 0o37) + '\070'): s617wIX8Hbiy}).execute() return ShZmEKfTkAOZ
ray-project/ray
python/ray/autoscaler/gcp/config.py
_create_project_ssh_key_pair
def _create_project_ssh_key_pair(project, public_key, ssh_user): """Inserts an ssh-key into project commonInstanceMetadata""" key_parts = public_key.split(" ") # Sanity checks to make sure that the generated key matches expectation assert len(key_parts) == 2, key_parts assert key_parts[0] == "ssh-rsa", key_parts new_ssh_meta = "{ssh_user}:ssh-rsa {key_value} {ssh_user}".format( ssh_user=ssh_user, key_value=key_parts[1]) common_instance_metadata = project["commonInstanceMetadata"] items = common_instance_metadata.get("items", []) ssh_keys_i = next( (i for i, item in enumerate(items) if item["key"] == "ssh-keys"), None) if ssh_keys_i is None: items.append({"key": "ssh-keys", "value": new_ssh_meta}) else: ssh_keys = items[ssh_keys_i] ssh_keys["value"] += "\n" + new_ssh_meta items[ssh_keys_i] = ssh_keys common_instance_metadata["items"] = items operation = compute.projects().setCommonInstanceMetadata( project=project["name"], body=common_instance_metadata).execute() response = wait_for_compute_global_operation(project["name"], operation) return response
python
def _create_project_ssh_key_pair(project, public_key, ssh_user): """Inserts an ssh-key into project commonInstanceMetadata""" key_parts = public_key.split(" ") # Sanity checks to make sure that the generated key matches expectation assert len(key_parts) == 2, key_parts assert key_parts[0] == "ssh-rsa", key_parts new_ssh_meta = "{ssh_user}:ssh-rsa {key_value} {ssh_user}".format( ssh_user=ssh_user, key_value=key_parts[1]) common_instance_metadata = project["commonInstanceMetadata"] items = common_instance_metadata.get("items", []) ssh_keys_i = next( (i for i, item in enumerate(items) if item["key"] == "ssh-keys"), None) if ssh_keys_i is None: items.append({"key": "ssh-keys", "value": new_ssh_meta}) else: ssh_keys = items[ssh_keys_i] ssh_keys["value"] += "\n" + new_ssh_meta items[ssh_keys_i] = ssh_keys common_instance_metadata["items"] = items operation = compute.projects().setCommonInstanceMetadata( project=project["name"], body=common_instance_metadata).execute() response = wait_for_compute_global_operation(project["name"], operation) return response
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Inserts an ssh-key into project commonInstanceMetadata
[ "Inserts", "an", "ssh", "-", "key", "into", "project", "commonInstanceMetadata" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/config.py#L419-L451
train
Creates an ssh - key pair in the project commonInstanceMetadata.
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850) + chr(0b1101111) + chr(0b100100 + 0o15) + chr(54) + chr(2757 - 2704), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110111) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(1979 - 1930) + chr(0b100011 + 0o16) + '\x34', 15858 - 15850), ehT0Px3KOsy9(chr(1404 - 1356) + chr(2786 - 2675) + chr(51) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + '\x32' + chr(1969 - 1919) + chr(52), 5481 - 5473), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\065' + '\x36', 29736 - 29728), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(199 - 145) + chr(1795 - 1747), 18352 - 18344), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\061' + '\x31', 0o10), ehT0Px3KOsy9(chr(1320 - 1272) + chr(0b101100 + 0o103) + chr(0b110011) + '\061' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1380 - 1332) + chr(0b1101111) + '\063' + '\061' + chr(0b110111), 86 - 78), ehT0Px3KOsy9(chr(1594 - 1546) + chr(0b1101111) + chr(2448 - 2397) + chr(0b110000) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + '\062' + '\x34' + chr(0b10 + 0o63), 0b1000), ehT0Px3KOsy9(chr(1090 - 1042) + chr(0b1101111) + chr(675 - 626) + chr(0b110100 + 0o1) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(364 - 316) + '\x6f' + '\063' + '\x36' + chr(0b11111 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b101111 + 0o4) + '\065', 20398 - 20390), ehT0Px3KOsy9(chr(76 - 28) + '\157' + chr(2229 - 2180) + chr(0b110111) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(49) + chr(1844 - 1789), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b110010) + chr(2362 - 2307), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + chr(0b110111) + '\x35', 65290 - 65282), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(7986 - 7875) + '\x32' + chr(48) + chr(1392 - 1344), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(50) + '\x36' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\066' + '\062', 41265 - 41257), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11010 + 0o30) + '\x31' + chr(0b101 + 0o55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110000), 65367 - 65359), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1111 + 0o44) + chr(0b110111), 8), ehT0Px3KOsy9(chr(1552 - 1504) + chr(0b1101111) + chr(0b110010) + chr(0b101 + 0o54) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(770 - 715) + chr(0b101110 + 0o3), 0o10), ehT0Px3KOsy9(chr(331 - 283) + '\x6f' + '\x31' + chr(48) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b10 + 0o63) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2532 - 2481) + '\064' + chr(51), 0o10), ehT0Px3KOsy9(chr(1560 - 1512) + '\x6f' + '\x32' + chr(0b1111 + 0o46) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x36' + chr(2761 - 2706), 13777 - 13769), ehT0Px3KOsy9('\x30' + chr(111) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\063' + chr(0b110 + 0o60) + chr(2455 - 2402), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100100 + 0o15) + chr(52) + '\x32', 13495 - 13487), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(50) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(2964 - 2853) + '\x32' + chr(55) + '\x30', 45226 - 45218), ehT0Px3KOsy9(chr(320 - 272) + '\157' + chr(2449 - 2399) + chr(0b110001) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11100 + 0o26) + '\061' + '\x36', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1323 - 1275) + chr(2566 - 2455) + chr(0b1010 + 0o53) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'['), chr(6405 - 6305) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + '\x65')('\x75' + chr(116) + chr(0b1100110) + chr(1971 - 1926) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def djj1dCks8Pwh(DsdcfhNFWZDA, xS3uf9NSqtJz, Loa1U4GxmPA3): CSRFAbD_jnNW = xS3uf9NSqtJz.split(xafqLlk3kkUe(SXOLrMavuUCe(b'U'), chr(2193 - 2093) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + chr(101))(chr(117) + chr(954 - 838) + '\x66' + chr(0b101101) + chr(0b101111 + 0o11))) assert c2A0yzQpDQB3(CSRFAbD_jnNW) == ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101011 + 0o7), 0b1000), CSRFAbD_jnNW assert CSRFAbD_jnNW[ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(529 - 481), 8)] == xafqLlk3kkUe(SXOLrMavuUCe(b'\x06J$2\xe6\x1d\xd1'), chr(3579 - 3479) + '\x65' + chr(7959 - 7860) + chr(0b1101111) + chr(100) + chr(101))(chr(8274 - 8157) + chr(5712 - 5596) + chr(0b1100110) + '\x2d' + chr(56)), CSRFAbD_jnNW PCXuWBeLIu3q = xafqLlk3kkUe(SXOLrMavuUCe(b'\x0eJ?w\xcb\x1b\xc3e\xbb\xb7\xf5\xb0\xd6\x02\xde\xef\x0c\xae7F\xeb\xd3K\xd5^~\xe6\x8c!\x10\xc3\xd4\x84v\x9d=\xa3\xcb\xeb\xfc\x08'), '\x64' + chr(101) + chr(99) + chr(0b101000 + 0o107) + chr(0b101010 + 0o72) + chr(0b11000 + 0o115))(chr(0b1110101) + chr(0b1101001 + 0o13) + chr(102) + '\055' + chr(0b110010 + 0o6)).V4roHaS3Ppej(ssh_user=Loa1U4GxmPA3, key_value=CSRFAbD_jnNW[ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001), 0o10)]) bHcZCFkp5uSK = DsdcfhNFWZDA[xafqLlk3kkUe(SXOLrMavuUCe(b'\x16V!r\xfb\x00\xf9n\xba\xbe\xae\xad\xc6\x0f\xbe\xf8\x0b\xaes\\\xf4\xd7'), '\144' + '\145' + chr(0b110000 + 0o63) + chr(7785 - 7674) + '\x64' + '\145')(chr(0b110111 + 0o76) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(1056 - 1000))] NzveIZ3IlSH9 = bHcZCFkp5uSK.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1cM)r\xe7'), '\144' + chr(0b1100 + 0o131) + chr(2809 - 2710) + chr(9657 - 9546) + chr(0b110100 + 0o60) + '\x65')(chr(2645 - 2528) + chr(116) + chr(0b1000001 + 0o45) + '\x2d' + chr(0b111000)), []) pl0Na5JHleTc = nSwwHEeM4cxI((WVxHKyX45z_L for (WVxHKyX45z_L, N7j7ePTXzzI0) in YlkZvXL8qwsX(NzveIZ3IlSH9) if N7j7ePTXzzI0[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\\5'), chr(0b1100100) + chr(3256 - 3155) + chr(0b1010100 + 0o17) + chr(0b1010 + 0o145) + chr(100) + '\x65')('\x75' + chr(4851 - 4735) + chr(0b11110 + 0o110) + '\x2d' + chr(0b100011 + 0o25))] == xafqLlk3kkUe(SXOLrMavuUCe(b'\x06J$2\xff\x0b\xc9s'), chr(7729 - 7629) + chr(0b110 + 0o137) + '\x63' + chr(111) + chr(942 - 842) + '\x65')(chr(0b1110101) + chr(116) + chr(0b11010 + 0o114) + '\x2d' + chr(1308 - 1252))), None) if pl0Na5JHleTc is None: xafqLlk3kkUe(NzveIZ3IlSH9, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14I<z\xfa\n'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(0b1100101))('\165' + '\164' + chr(102) + '\x2d' + '\x38'))({xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\\5'), chr(0b1100011 + 0o1) + '\145' + chr(0b110011 + 0o60) + chr(111) + '\144' + chr(0b100110 + 0o77))(chr(0b1001000 + 0o55) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x06J$2\xff\x0b\xc9s'), chr(5007 - 4907) + '\x65' + chr(99) + chr(0b1101111) + chr(100) + chr(6494 - 6393))('\165' + chr(116) + chr(2451 - 2349) + chr(909 - 864) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x03X j\xf1'), chr(5861 - 5761) + chr(101) + '\x63' + '\x6f' + chr(0b100000 + 0o104) + '\x65')(chr(5070 - 4953) + chr(116) + '\x66' + chr(0b101101) + chr(0b10 + 0o66)): PCXuWBeLIu3q}) else: tMqWcMcM6qe2 = NzveIZ3IlSH9[pl0Na5JHleTc] tMqWcMcM6qe2[xafqLlk3kkUe(SXOLrMavuUCe(b'\x03X j\xf1'), chr(100) + chr(101) + chr(0b1101 + 0o126) + chr(111) + chr(100) + '\145')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b10100 + 0o31) + '\070')] += xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f'), chr(0b1010110 + 0o16) + chr(6463 - 6362) + '\143' + chr(743 - 632) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + chr(1055 - 1010) + '\x38') + PCXuWBeLIu3q NzveIZ3IlSH9[pl0Na5JHleTc] = tMqWcMcM6qe2 bHcZCFkp5uSK[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1cM)r\xe7'), chr(5967 - 5867) + chr(0b1100101) + chr(99) + '\157' + chr(0b1001000 + 0o34) + '\145')(chr(117) + chr(0b1000010 + 0o62) + chr(0b1010110 + 0o20) + '\x2d' + '\x38')] = NzveIZ3IlSH9 OhZfTtIXfIah = Bb4XOt_dN1Ug.projects().setCommonInstanceMetadata(project=DsdcfhNFWZDA[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1bX!z'), '\x64' + '\145' + chr(8338 - 8239) + '\x6f' + chr(0b111100 + 0o50) + chr(8656 - 8555))('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(2863 - 2807))], body=bHcZCFkp5uSK).execute() ekFGDFIe9V8v = uX92NLdPVd8m(DsdcfhNFWZDA[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1bX!z'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + '\144' + chr(6085 - 5984))(chr(9723 - 9606) + chr(0b1110100) + chr(102) + chr(45) + chr(1036 - 980))], OhZfTtIXfIah) return ekFGDFIe9V8v
ray-project/ray
python/ray/remote_function.py
RemoteFunction._remote
def _remote(self, args=None, kwargs=None, num_return_vals=None, num_cpus=None, num_gpus=None, resources=None): """An experimental alternate way to submit remote functions.""" worker = ray.worker.get_global_worker() worker.check_connected() if self._last_export_session < worker._session_index: # If this function was exported in a previous session, we need to # export this function again, because current GCS doesn't have it. self._last_export_session = worker._session_index worker.function_actor_manager.export(self) kwargs = {} if kwargs is None else kwargs args = [] if args is None else args args = ray.signature.extend_args(self._function_signature, args, kwargs) if num_return_vals is None: num_return_vals = self._num_return_vals resources = ray.utils.resources_from_resource_arguments( self._num_cpus, self._num_gpus, self._resources, num_cpus, num_gpus, resources) if worker.mode == ray.worker.LOCAL_MODE: # In LOCAL_MODE, remote calls simply execute the function. # We copy the arguments to prevent the function call from # mutating them and to match the usual behavior of # immutable remote objects. result = self._function(*copy.deepcopy(args)) return result object_ids = worker.submit_task( self._function_descriptor, args, num_return_vals=num_return_vals, resources=resources) if len(object_ids) == 1: return object_ids[0] elif len(object_ids) > 1: return object_ids
python
def _remote(self, args=None, kwargs=None, num_return_vals=None, num_cpus=None, num_gpus=None, resources=None): """An experimental alternate way to submit remote functions.""" worker = ray.worker.get_global_worker() worker.check_connected() if self._last_export_session < worker._session_index: # If this function was exported in a previous session, we need to # export this function again, because current GCS doesn't have it. self._last_export_session = worker._session_index worker.function_actor_manager.export(self) kwargs = {} if kwargs is None else kwargs args = [] if args is None else args args = ray.signature.extend_args(self._function_signature, args, kwargs) if num_return_vals is None: num_return_vals = self._num_return_vals resources = ray.utils.resources_from_resource_arguments( self._num_cpus, self._num_gpus, self._resources, num_cpus, num_gpus, resources) if worker.mode == ray.worker.LOCAL_MODE: # In LOCAL_MODE, remote calls simply execute the function. # We copy the arguments to prevent the function call from # mutating them and to match the usual behavior of # immutable remote objects. result = self._function(*copy.deepcopy(args)) return result object_ids = worker.submit_task( self._function_descriptor, args, num_return_vals=num_return_vals, resources=resources) if len(object_ids) == 1: return object_ids[0] elif len(object_ids) > 1: return object_ids
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An experimental alternate way to submit remote functions.
[ "An", "experimental", "alternate", "way", "to", "submit", "remote", "functions", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/remote_function.py#L92-L135
train
A remote method that returns a list of 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' + '\x6f' + chr(0b110011) + '\062' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(48) + chr(0b11 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(3830 - 3719) + chr(198 - 148) + chr(0b100011 + 0o21) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4326 - 4215) + chr(49) + chr(54) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1193 - 1145) + chr(7787 - 7676) + '\x33' + '\x36' + chr(0b110 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(2138 - 2090) + '\x6f' + chr(0b101011 + 0o7) + chr(0b110101) + chr(0b11111 + 0o27), 37284 - 37276), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + chr(340 - 291) + chr(534 - 483) + chr(1717 - 1666), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7752 - 7641) + chr(1773 - 1723) + chr(52) + chr(0b1 + 0o65), 59267 - 59259), ehT0Px3KOsy9(chr(1582 - 1534) + chr(111) + chr(0b101100 + 0o5) + chr(678 - 629) + chr(0b100001 + 0o25), 30766 - 30758), ehT0Px3KOsy9('\060' + '\157' + chr(0b10001 + 0o42) + chr(50) + chr(0b100110 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(1382 - 1331) + chr(54) + chr(0b101110 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(50) + chr(2110 - 2059) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + '\061', 26089 - 26081), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(2211 - 2162) + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10470 - 10359) + '\x32' + '\064' + chr(0b11000 + 0o35), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(51) + '\x37', 34310 - 34302), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b11000 + 0o31) + chr(722 - 671), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(2012 - 1957), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1622 - 1571) + chr(0b111 + 0o56) + chr(2501 - 2449), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11001 + 0o126) + chr(0b110101) + chr(0b10010 + 0o37), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + chr(1201 - 1153), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(3111 - 3000) + chr(0b11001 + 0o30) + '\x31' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8375 - 8264) + chr(380 - 331) + chr(0b10010 + 0o37) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(2110 - 2062) + chr(0b1101111) + chr(0b110011) + chr(0b101111 + 0o1) + chr(1929 - 1877), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + chr(661 - 611) + chr(52) + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(0b1000110 + 0o51) + chr(0b110101) + chr(0b110000 + 0o3), 12821 - 12813), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o24) + chr(49) + '\x32', 54051 - 54043), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\x31' + chr(0b101100 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(1754 - 1706) + '\157' + chr(2013 - 1963) + '\x34' + chr(48), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b100100 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o35) + chr(50) + chr(0b11010 + 0o26), 65452 - 65444), ehT0Px3KOsy9(chr(2231 - 2183) + chr(0b1101011 + 0o4) + chr(0b110010) + '\067' + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + chr(51) + chr(0b110011) + '\x31', 25393 - 25385), ehT0Px3KOsy9(chr(1402 - 1354) + '\157' + chr(0b10001 + 0o40) + chr(1932 - 1880) + chr(0b11 + 0o55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11101 + 0o26) + chr(2066 - 2018) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1905 - 1850) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + '\x33' + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1034 - 984) + '\065' + '\066', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(2362 - 2311) + chr(49), 8), ehT0Px3KOsy9(chr(1557 - 1509) + chr(0b111101 + 0o62) + '\061' + '\062' + chr(1997 - 1942), 55389 - 55381)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\065' + chr(48), 63664 - 63656)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb'), '\144' + chr(0b1100101) + chr(0b100011 + 0o100) + '\157' + '\144' + chr(0b1000110 + 0o37))(chr(0b1110101) + chr(116) + chr(0b101100 + 0o72) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def P2OZGM2gp4AZ(oVre8I6UXc3b, kJDRfRhcZHjS=None, M8EIoTs2GJXE=None, Ku0iJ7hrQyI0=None, Mrs8455cKlOd=None, zcNH1ym8cZBx=None, z4Xs9XhDbg00=None): sijXcSaDomT1 = H9zaXRrGK6Cq.worker.get_global_worker() xafqLlk3kkUe(sijXcSaDomT1, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6\xae\xc5\x15\x9c\xf18\xc9 \xbe\x95\xfa]\x0e\xc1'), chr(7154 - 7054) + '\145' + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\x74' + '\146' + '\x2d' + chr(56)))() if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\xaa\xc1\x05\x83\xf1>\xde>\xbf\x82\xedv\x18\xc0,\xb8n\x83G'), chr(100) + '\x65' + '\143' + chr(111) + '\144' + '\x65')(chr(10482 - 10365) + '\x74' + '\146' + '\055' + '\070')) < xafqLlk3kkUe(sijXcSaDomT1, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\xf5\x92\x01\x86\xe7\x18\xe4w\x81\x88\xcc'), '\x64' + '\145' + chr(0b100010 + 0o101) + chr(0b1101111) + '\x64' + '\x65')('\165' + chr(0b1110100) + '\x66' + '\055' + chr(0b111000))): oVre8I6UXc3b.g29ePiFV8N2X = sijXcSaDomT1.a32wqICB9QxU xafqLlk3kkUe(sijXcSaDomT1.function_actor_manager, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xbe\xd0\x19\x85\xda'), '\x64' + chr(0b101110 + 0o67) + chr(0b11111 + 0o104) + chr(3376 - 3265) + '\144' + chr(8241 - 8140))(chr(0b10100 + 0o141) + chr(7205 - 7089) + '\x66' + chr(0b101011 + 0o2) + '\070'))(oVre8I6UXc3b) M8EIoTs2GJXE = {} if M8EIoTs2GJXE is None else M8EIoTs2GJXE kJDRfRhcZHjS = [] if kJDRfRhcZHjS is None else kJDRfRhcZHjS kJDRfRhcZHjS = H9zaXRrGK6Cq.signature.extend_args(oVre8I6UXc3b._function_signature, kJDRfRhcZHjS, M8EIoTs2GJXE) if Ku0iJ7hrQyI0 is None: Ku0iJ7hrQyI0 = oVre8I6UXc3b._num_return_vals z4Xs9XhDbg00 = H9zaXRrGK6Cq.utils.resources_from_resource_arguments(oVre8I6UXc3b._num_cpus, oVre8I6UXc3b._num_gpus, oVre8I6UXc3b._resources, Mrs8455cKlOd, zcNH1ym8cZBx, z4Xs9XhDbg00) if xafqLlk3kkUe(sijXcSaDomT1, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xa9\xc4\x13'), chr(0b1100100) + chr(0b1011110 + 0o7) + chr(99) + '\157' + chr(0b1100100) + '\x65')(chr(1525 - 1408) + '\164' + chr(102) + chr(45) + chr(0b101101 + 0o13))) == xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x89\xe37\xbb\xf1\x16\xe9\n\x95'), '\x64' + chr(0b1001010 + 0o33) + '\x63' + '\x6f' + '\x64' + '\x65')('\x75' + chr(1444 - 1328) + '\146' + '\x2d' + '\x38')): ShZmEKfTkAOZ = oVre8I6UXc3b._function(*igThHS4jwVsa.deepcopy(kJDRfRhcZHjS)) return ShZmEKfTkAOZ wYkLMlAXWXDn = sijXcSaDomT1.submit_task(oVre8I6UXc3b._function_descriptor, kJDRfRhcZHjS, num_return_vals=Ku0iJ7hrQyI0, resources=z4Xs9XhDbg00) if c2A0yzQpDQB3(wYkLMlAXWXDn) == ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + '\061', 0o10): return wYkLMlAXWXDn[ehT0Px3KOsy9(chr(0b110000) + '\157' + '\060', ord("\x08"))] elif c2A0yzQpDQB3(wYkLMlAXWXDn) > ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(3859 - 3748) + chr(49), 8): return wYkLMlAXWXDn
ray-project/ray
python/ray/experimental/async_plasma.py
PlasmaObjectLinkedList.append
def append(self, future): """Append an object to the linked list. Args: future (PlasmaObjectFuture): A PlasmaObjectFuture instance. """ future.prev = self.tail if self.tail is None: assert self.head is None self.head = future else: self.tail.next = future self.tail = future # Once done, it will be removed from the list. future.add_done_callback(self.remove)
python
def append(self, future): """Append an object to the linked list. Args: future (PlasmaObjectFuture): A PlasmaObjectFuture instance. """ future.prev = self.tail if self.tail is None: assert self.head is None self.head = future else: self.tail.next = future self.tail = future # Once done, it will be removed from the list. future.add_done_callback(self.remove)
[ "def", "append", "(", "self", ",", "future", ")", ":", "future", ".", "prev", "=", "self", ".", "tail", "if", "self", ".", "tail", "is", "None", ":", "assert", "self", ".", "head", "is", "None", "self", ".", "head", "=", "future", "else", ":", "self", ".", "tail", ".", "next", "=", "future", "self", ".", "tail", "=", "future", "# Once done, it will be removed from the list.", "future", ".", "add_done_callback", "(", "self", ".", "remove", ")" ]
Append an object to the linked list. Args: future (PlasmaObjectFuture): A PlasmaObjectFuture instance.
[ "Append", "an", "object", "to", "the", "linked", "list", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_plasma.py#L97-L111
train
Append an object to the linked list.
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(2037 - 1926) + chr(50) + chr(0b100110 + 0o15) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110101) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\066' + chr(0b101 + 0o60), 13110 - 13102), ehT0Px3KOsy9(chr(0b110000) + chr(0b101101 + 0o102) + chr(0b110111) + chr(0b101011 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1759 - 1708) + '\x30' + '\x35', 0o10), ehT0Px3KOsy9(chr(1403 - 1355) + '\157' + chr(50) + chr(0b10110 + 0o36) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1734 - 1685) + '\x32' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + chr(49) + chr(50) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8038 - 7927) + chr(50) + chr(0b110100) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(51) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110011) + chr(408 - 359), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(1866 - 1818) + '\157' + chr(0b110011) + chr(2384 - 2331) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b100100 + 0o15) + chr(0b10001 + 0o45) + chr(2935 - 2880), 32066 - 32058), ehT0Px3KOsy9(chr(0b110000) + chr(10330 - 10219) + '\063' + chr(50) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b10 + 0o62) + chr(0b11101 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x37' + chr(343 - 288), 47696 - 47688), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1011111 + 0o20) + chr(0b110010) + chr(0b110001) + chr(0b11 + 0o61), 48750 - 48742), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110010) + chr(1337 - 1289), 0b1000), ehT0Px3KOsy9('\x30' + chr(10673 - 10562) + chr(0b110011) + chr(0b110001) + chr(0b10110 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1498 - 1445) + '\062', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + '\x34' + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101010 + 0o105) + chr(1993 - 1942) + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(268 - 219) + chr(0b110110) + chr(947 - 893), 40451 - 40443), ehT0Px3KOsy9('\060' + chr(5555 - 5444) + '\061' + chr(339 - 290) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(49) + '\060' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + '\x31' + '\x36' + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(1164 - 1116) + chr(0b1010011 + 0o34) + '\x32' + chr(0b110100) + '\061', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(1178 - 1130), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + chr(1177 - 1128) + '\063' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(2080 - 2030) + chr(0b11110 + 0o24), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2066 - 2017) + '\x37' + chr(1983 - 1933), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x31', 27522 - 27514), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(177 - 126) + chr(359 - 307) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(11279 - 11168) + '\061' + chr(54) + chr(0b1010 + 0o50), 31373 - 31365), ehT0Px3KOsy9('\060' + chr(770 - 659) + '\x32' + chr(1233 - 1185) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\x30', 0o10), ehT0Px3KOsy9(chr(774 - 726) + '\x6f' + '\x31' + '\062' + chr(0b10100 + 0o42), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(54), 29179 - 29171), ehT0Px3KOsy9('\060' + '\x6f' + chr(294 - 243) + chr(2710 - 2657) + chr(52), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1390 - 1342) + chr(0b1101111) + chr(201 - 148) + chr(0b100001 + 0o17), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6'), '\x64' + '\x65' + chr(99) + chr(111) + chr(0b1100100) + '\x65')('\x75' + chr(0b10010 + 0o142) + '\146' + '\x2d' + chr(0b100110 + 0o22)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Vc0BXDjywSoI(oVre8I6UXc3b, Bio3BBp2A6qr): Bio3BBp2A6qr.RIir6MzmTiCT = oVre8I6UXc3b.tail if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xec\x0f\x1cS'), chr(0b1100100) + chr(0b111010 + 0o53) + '\143' + chr(3112 - 3001) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(5459 - 5343) + chr(0b1010101 + 0o21) + '\x2d' + chr(56))) is None: assert xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x0b\x14['), chr(9844 - 9744) + chr(7705 - 7604) + '\143' + chr(0b1010100 + 0o33) + '\144' + '\x65')(chr(0b1110101) + chr(0b111 + 0o155) + chr(0b1100110) + '\055' + chr(1986 - 1930))) is None oVre8I6UXc3b.jTNf3myQ667Q = Bio3BBp2A6qr else: oVre8I6UXc3b.tail.nSwwHEeM4cxI = Bio3BBp2A6qr oVre8I6UXc3b.MRDazcvQ586D = Bio3BBp2A6qr xafqLlk3kkUe(Bio3BBp2A6qr, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\n\x11`\xa1\xcb93\xf99\xb8c\x87\x15\xb3\xc4\x94'), chr(100) + chr(0b111 + 0o136) + chr(99) + chr(0b1111 + 0o140) + chr(100) + '\145')(chr(0b100010 + 0o123) + chr(116) + chr(5166 - 5064) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x0b\x18P\xb3\xc1'), chr(2260 - 2160) + chr(101) + chr(5049 - 4950) + chr(11231 - 11120) + '\x64' + chr(9478 - 9377))(chr(10359 - 10242) + chr(0b1110100) + chr(0b1000001 + 0o45) + chr(0b101101) + chr(56))))
ray-project/ray
python/ray/experimental/async_plasma.py
PlasmaObjectLinkedList.remove
def remove(self, future): """Remove an object from the linked list. Args: future (PlasmaObjectFuture): A PlasmaObjectFuture instance. """ if self._loop.get_debug(): logger.debug("Removing %s from the linked list.", future) if future.prev is None: assert future is self.head self.head = future.next if self.head is None: self.tail = None if not self.cancelled(): self.set_result(None) else: self.head.prev = None elif future.next is None: assert future is self.tail self.tail = future.prev if self.tail is None: self.head = None if not self.cancelled(): self.set_result(None) else: self.tail.prev = None
python
def remove(self, future): """Remove an object from the linked list. Args: future (PlasmaObjectFuture): A PlasmaObjectFuture instance. """ if self._loop.get_debug(): logger.debug("Removing %s from the linked list.", future) if future.prev is None: assert future is self.head self.head = future.next if self.head is None: self.tail = None if not self.cancelled(): self.set_result(None) else: self.head.prev = None elif future.next is None: assert future is self.tail self.tail = future.prev if self.tail is None: self.head = None if not self.cancelled(): self.set_result(None) else: self.tail.prev = None
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Remove an object from the linked list. Args: future (PlasmaObjectFuture): A PlasmaObjectFuture instance.
[ "Remove", "an", "object", "from", "the", "linked", "list", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_plasma.py#L113-L138
train
Removes an object from the linked list.
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(11423 - 11312) + '\061' + '\065' + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100011 + 0o16) + chr(0b101110 + 0o5) + chr(2227 - 2175), 61591 - 61583), ehT0Px3KOsy9(chr(191 - 143) + chr(0b11010 + 0o125) + '\x33' + '\061' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\063' + chr(0b11101 + 0o26) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101 + 0o55) + '\x32' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110111) + chr(553 - 501), 31878 - 31870), ehT0Px3KOsy9(chr(2160 - 2112) + chr(9477 - 9366) + '\x32' + '\064' + '\060', 59107 - 59099), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b111000 + 0o67) + '\x34' + '\063', 31823 - 31815), ehT0Px3KOsy9('\x30' + chr(1336 - 1225) + '\x31' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7806 - 7695) + chr(542 - 493) + '\x30' + chr(60 - 10), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\064' + '\x31', 59416 - 59408), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(10862 - 10751) + chr(51) + chr(50) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(421 - 371), ord("\x08")), ehT0Px3KOsy9(chr(1558 - 1510) + chr(2630 - 2519) + '\063' + '\x36' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + '\x32' + chr(2235 - 2185) + '\061', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x33' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(53) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(2613 - 2559) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101100 + 0o5) + '\x34' + '\x36', 0b1000), ehT0Px3KOsy9(chr(2172 - 2124) + '\x6f' + chr(1694 - 1645) + chr(0b110111) + '\x33', 44736 - 44728), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(741 - 691) + chr(55) + chr(0b110010), 2399 - 2391), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x36' + chr(741 - 692), 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\061' + chr(877 - 828) + chr(0b11100 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(48), 48159 - 48151), ehT0Px3KOsy9(chr(0b110000) + chr(8094 - 7983) + '\061' + '\x33' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(48) + chr(0b110101), 50340 - 50332), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x35' + chr(108 - 59), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(55) + '\x35', 56665 - 56657), ehT0Px3KOsy9('\060' + chr(11105 - 10994) + '\x32' + '\067', 0o10), ehT0Px3KOsy9(chr(2289 - 2241) + chr(0b11100 + 0o123) + '\063' + '\x34' + chr(0b100110 + 0o17), 16760 - 16752), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(1827 - 1775) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10 + 0o62) + chr(0b1111 + 0o42), 0o10), ehT0Px3KOsy9(chr(1317 - 1269) + chr(12246 - 12135) + chr(0b110010) + '\x32' + chr(0b11010 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(2224 - 2175) + chr(53), 32517 - 32509), ehT0Px3KOsy9(chr(1331 - 1283) + chr(10813 - 10702) + chr(190 - 139) + '\x31' + chr(0b110111), 8), ehT0Px3KOsy9(chr(309 - 261) + chr(0b1001100 + 0o43) + chr(895 - 846) + chr(0b110001) + chr(1682 - 1634), 62128 - 62120), ehT0Px3KOsy9('\x30' + chr(111) + chr(1659 - 1610) + chr(2704 - 2650) + '\x33', 0o10), ehT0Px3KOsy9(chr(208 - 160) + '\x6f' + chr(0b110010) + chr(255 - 203) + chr(0b101 + 0o54), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100 + 0o3) + chr(1138 - 1087), ord("\x08")), ehT0Px3KOsy9(chr(1354 - 1306) + chr(0b1101111) + chr(1032 - 983) + '\x32' + chr(0b110100), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b110001 + 0o76) + '\x35' + chr(0b110000), 30225 - 30217)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'F'), '\x64' + chr(0b1100101) + '\143' + '\x6f' + chr(0b1001000 + 0o34) + '\145')('\165' + '\164' + chr(10021 - 9919) + chr(0b101101) + chr(601 - 545)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def VyFz6vG9R56f(oVre8I6UXc3b, Bio3BBp2A6qr): if xafqLlk3kkUe(oVre8I6UXc3b._loop, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f9\xbb\x85\xf5\x19\xc2Vo'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b100010 + 0o102) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b1 + 0o67)))(): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c9\xad\xaf\xf6'), chr(0b1001010 + 0o32) + chr(3202 - 3101) + chr(0b1100011) + '\157' + '\144' + chr(1469 - 1368))(chr(0b1110101) + chr(0b100 + 0o160) + chr(0b10000 + 0o126) + chr(0b1100 + 0o41) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b':9\xa2\xb5\xe7\x15\xceD(g\xd2\xf7d\x83\xfe\xf6\x8fD\x0e\x1e\x9a\x9d$~1\xa0M\xdd{\x8c\x14U\xbd'), '\144' + chr(0b101111 + 0o66) + chr(9046 - 8947) + chr(0b0 + 0o157) + chr(4011 - 3911) + '\x65')(chr(0b1011101 + 0o30) + chr(116) + chr(0b1100110) + chr(1340 - 1295) + '\070'), Bio3BBp2A6qr) if xafqLlk3kkUe(Bio3BBp2A6qr, xafqLlk3kkUe(SXOLrMavuUCe(b':\x15\xa6\xa8\xa71\xdaN\\+\xe2\x83'), chr(100) + chr(0b1100101) + chr(0b1000101 + 0o36) + chr(4365 - 4254) + '\144' + '\145')(chr(117) + '\164' + chr(0b10100 + 0o122) + chr(0b101101) + chr(56))) is None: assert Bio3BBp2A6qr is xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\x08\x81\xbc\xa2\x11\xd9r>t\x96\x86'), chr(100) + chr(9594 - 9493) + '\x63' + chr(111) + '\144' + '\145')('\165' + '\x74' + chr(102) + chr(45) + '\070')) oVre8I6UXc3b.jTNf3myQ667Q = Bio3BBp2A6qr.nSwwHEeM4cxI if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\x08\x81\xbc\xa2\x11\xd9r>t\x96\x86'), chr(0b1100100) + chr(101) + chr(0b1011101 + 0o6) + chr(9636 - 9525) + chr(0b101101 + 0o67) + chr(0b1011110 + 0o7))('\x75' + chr(5635 - 5519) + '\146' + '\055' + chr(0b111000))) is None: oVre8I6UXc3b.MRDazcvQ586D = None if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b=\xa1\xb9\xf4\x10\xccFl'), chr(100) + chr(101) + chr(99) + chr(3897 - 3786) + chr(100) + chr(6350 - 6249))(chr(0b1110101) + chr(0b1110100) + chr(3174 - 3072) + '\x2d' + '\070'))(): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b9\xbb\x85\xe3\x19\xd3Vd6'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + '\145')(chr(0b1110101) + chr(9212 - 9096) + chr(0b1001001 + 0o35) + chr(0b0 + 0o55) + '\x38'))(None) else: oVre8I6UXc3b.head.RIir6MzmTiCT = None elif xafqLlk3kkUe(Bio3BBp2A6qr, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\x0f\xb8\xad\xd99\xc5n<!\xd9\x9e'), chr(0b1001100 + 0o30) + '\145' + '\x63' + '\157' + '\x64' + chr(101))(chr(0b1110101) + chr(0b1100011 + 0o21) + chr(102) + chr(0b101101) + chr(627 - 571))) is None: assert Bio3BBp2A6qr is xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'%\x0e\x8b\xbb\xeb\x1f\xd6r=z\x97\x93'), chr(1064 - 964) + chr(2610 - 2509) + '\x63' + '\157' + '\x64' + chr(101))(chr(0b110000 + 0o105) + '\164' + chr(102) + '\x2d' + '\x38')) oVre8I6UXc3b.MRDazcvQ586D = Bio3BBp2A6qr.RIir6MzmTiCT if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'%\x0e\x8b\xbb\xeb\x1f\xd6r=z\x97\x93'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + '\164' + '\x66' + chr(0b11111 + 0o16) + chr(1377 - 1321))) is None: oVre8I6UXc3b.jTNf3myQ667Q = None if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b=\xa1\xb9\xf4\x10\xccFl'), '\x64' + '\x65' + chr(0b1100011) + chr(0b110000 + 0o77) + chr(0b11000 + 0o114) + chr(6503 - 6402))(chr(0b101011 + 0o112) + chr(0b11111 + 0o125) + '\146' + '\055' + '\070'))(): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b9\xbb\x85\xe3\x19\xd3Vd6'), chr(0b11011 + 0o111) + '\x65' + chr(0b111011 + 0o50) + chr(5826 - 5715) + '\144' + chr(101))('\x75' + '\164' + chr(102) + chr(0b10 + 0o53) + chr(56)))(None) else: oVre8I6UXc3b.tail.RIir6MzmTiCT = None
ray-project/ray
python/ray/experimental/async_plasma.py
PlasmaObjectLinkedList.cancel
def cancel(self, *args, **kwargs): """Manually cancel all tasks assigned to this event loop.""" # Because remove all futures will trigger `set_result`, # we cancel itself first. super().cancel() for future in self.traverse(): # All cancelled futures should have callbacks to removed itself # from this linked list. However, these callbacks are scheduled in # an event loop, so we could still find them in our list. if not future.cancelled(): future.cancel()
python
def cancel(self, *args, **kwargs): """Manually cancel all tasks assigned to this event loop.""" # Because remove all futures will trigger `set_result`, # we cancel itself first. super().cancel() for future in self.traverse(): # All cancelled futures should have callbacks to removed itself # from this linked list. However, these callbacks are scheduled in # an event loop, so we could still find them in our list. if not future.cancelled(): future.cancel()
[ "def", "cancel", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "# Because remove all futures will trigger `set_result`,", "# we cancel itself first.", "super", "(", ")", ".", "cancel", "(", ")", "for", "future", "in", "self", ".", "traverse", "(", ")", ":", "# All cancelled futures should have callbacks to removed itself", "# from this linked list. However, these callbacks are scheduled in", "# an event loop, so we could still find them in our list.", "if", "not", "future", ".", "cancelled", "(", ")", ":", "future", ".", "cancel", "(", ")" ]
Manually cancel all tasks assigned to this event loop.
[ "Manually", "cancel", "all", "tasks", "assigned", "to", "this", "event", "loop", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_plasma.py#L140-L150
train
Manually cancel all tasks assigned to this event loop.
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(0b10000 + 0o137) + chr(1050 - 999) + chr(0b110101) + chr(1384 - 1332), 0o10), ehT0Px3KOsy9(chr(48) + chr(2379 - 2268) + '\062' + '\x36' + chr(718 - 666), ord("\x08")), ehT0Px3KOsy9(chr(704 - 656) + '\x6f' + chr(51) + '\062' + chr(0b100101 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(1559 - 1509) + chr(1731 - 1677) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110011 + 0o74) + '\065' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1038 - 988) + '\x32' + chr(0b110010), 38426 - 38418), ehT0Px3KOsy9(chr(1586 - 1538) + chr(0b1001010 + 0o45) + chr(51) + chr(1481 - 1426) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5839 - 5728) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10 + 0o57) + '\x33' + chr(0b101110 + 0o6), 0b1000), ehT0Px3KOsy9(chr(436 - 388) + '\x6f' + chr(0b11010 + 0o27) + chr(1577 - 1525) + '\x33', 27027 - 27019), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(1793 - 1682) + chr(0b110001) + chr(0b110100 + 0o2) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10010 + 0o37) + chr(51) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + '\062' + '\065' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x37' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(1651 - 1599) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7865 - 7754) + chr(49) + '\x35' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\x31' + chr(0b110010) + chr(49), 20117 - 20109), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1095 - 1047) + '\x6f' + chr(49) + chr(53) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(51) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1901 - 1853) + chr(0b111000 + 0o67) + chr(0b110001) + chr(565 - 511) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(1099 - 1048) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110110) + chr(0b101100 + 0o13), 8), ehT0Px3KOsy9(chr(1144 - 1096) + chr(111) + '\x33' + chr(1920 - 1868) + chr(0b10111 + 0o35), 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(0b101001 + 0o10) + '\x34' + chr(922 - 871), 8), ehT0Px3KOsy9('\060' + chr(9250 - 9139) + chr(52) + chr(0b110010), 59755 - 59747), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + chr(0b110011) + chr(2564 - 2509) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\061' + chr(52), 11937 - 11929), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101 + 0o142) + chr(51) + chr(1442 - 1389) + chr(1151 - 1099), 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110010) + '\x34' + chr(50), 43913 - 43905), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100111 + 0o13) + chr(52) + chr(0b110001), 40322 - 40314), ehT0Px3KOsy9('\x30' + chr(10642 - 10531) + '\063' + chr(48) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(850 - 739) + chr(0b110010) + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(53) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1011001 + 0o26) + '\063' + chr(0b110000) + chr(0b10110 + 0o35), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10000 + 0o42) + chr(2270 - 2222), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o22) + '\062' + chr(0b10101 + 0o42), 46165 - 46157), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1735 - 1682) + chr(587 - 538), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(51) + '\063' + chr(2084 - 2035), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b110101) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2'), '\144' + '\145' + chr(99) + '\157' + '\x64' + '\x65')('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def NZsWfJAr0ppL(oVre8I6UXc3b, *kJDRfRhcZHjS, **M8EIoTs2GJXE): xafqLlk3kkUe(KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xd5\xbb\xd5N\xfe'), chr(0b101111 + 0o65) + chr(101) + '\x63' + chr(111) + chr(0b100111 + 0o75) + chr(101))('\165' + chr(12915 - 12799) + chr(4760 - 4658) + chr(0b101000 + 0o5) + chr(0b110101 + 0o3)))() for Bio3BBp2A6qr in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\xc6\xb4\xc0N\xe0\x89b'), chr(0b101000 + 0o74) + chr(0b1100101) + '\x63' + '\157' + chr(1437 - 1337) + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + chr(1425 - 1380) + chr(0b111000)))(): if not xafqLlk3kkUe(Bio3BBp2A6qr, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xd5\xbb\xd5N\xfe\x96bW'), chr(8638 - 8538) + chr(5428 - 5327) + chr(6084 - 5985) + chr(3611 - 3500) + '\x64' + chr(0b1100101))(chr(0b1001100 + 0o51) + '\164' + '\x66' + chr(0b11100 + 0o21) + '\070'))(): xafqLlk3kkUe(Bio3BBp2A6qr, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xd5\xbb\xd5N\xfe'), '\144' + '\145' + chr(8959 - 8860) + chr(0b1101111) + chr(221 - 121) + chr(0b1100101))(chr(117) + chr(116) + '\146' + chr(0b11100 + 0o21) + chr(0b110010 + 0o6)))()
ray-project/ray
python/ray/experimental/async_plasma.py
PlasmaObjectLinkedList.set_result
def set_result(self, result): """Complete all tasks. """ for future in self.traverse(): # All cancelled futures should have callbacks to removed itself # from this linked list. However, these callbacks are scheduled in # an event loop, so we could still find them in our list. future.set_result(result) if not self.done(): super().set_result(result)
python
def set_result(self, result): """Complete all tasks. """ for future in self.traverse(): # All cancelled futures should have callbacks to removed itself # from this linked list. However, these callbacks are scheduled in # an event loop, so we could still find them in our list. future.set_result(result) if not self.done(): super().set_result(result)
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Complete all tasks.
[ "Complete", "all", "tasks", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_plasma.py#L152-L160
train
Set the result of the future.
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' + '\063', 7379 - 7371), ehT0Px3KOsy9('\060' + chr(4463 - 4352) + chr(1739 - 1690) + chr(0b110100) + chr(309 - 257), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(836 - 787) + chr(0b10001 + 0o46) + chr(1009 - 959), 30279 - 30271), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52) + '\x35', 60042 - 60034), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(54) + chr(0b110011), 56285 - 56277), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + chr(2093 - 2042) + chr(0b10001 + 0o37) + '\065', 31247 - 31239), ehT0Px3KOsy9(chr(2027 - 1979) + chr(0b101000 + 0o107) + chr(51) + chr(0b110001 + 0o5) + chr(0b110111), 58396 - 58388), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x35' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11001 + 0o31) + chr(53) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(7755 - 7644) + '\063' + chr(0b110110) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(853 - 801) + chr(1893 - 1845), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8245 - 8134) + chr(2363 - 2314) + chr(0b110011) + chr(0b10001 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1884 - 1833) + chr(2297 - 2249) + chr(0b110001 + 0o4), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(48) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(11054 - 10943) + chr(0b10110 + 0o34) + '\x35' + chr(1627 - 1579), 0o10), ehT0Px3KOsy9('\x30' + chr(11917 - 11806) + chr(2017 - 1967) + '\064' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(0b11000 + 0o31) + chr(2644 - 2592) + chr(1419 - 1370), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(52) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\067' + chr(55), 54266 - 54258), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001 + 0o0) + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(2338 - 2227) + chr(0b10101 + 0o34) + '\x31' + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(154 - 106) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(4850 - 4739) + chr(0b101010 + 0o7) + '\x31' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110111), 20167 - 20159), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1563 - 1513) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\x33' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\067' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b1011 + 0o50) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(116 - 67) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11351 - 11240) + chr(0b110100) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\065' + chr(1418 - 1365), 31344 - 31336), ehT0Px3KOsy9(chr(419 - 371) + chr(3650 - 3539) + chr(0b10110 + 0o35) + chr(0b1110 + 0o50) + chr(0b110011), 36237 - 36229), ehT0Px3KOsy9('\060' + chr(11066 - 10955) + chr(49) + chr(1107 - 1058) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(7247 - 7136) + chr(0b110010) + chr(0b11001 + 0o33) + chr(2604 - 2549), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b110110 + 0o1) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10001 + 0o41), 10152 - 10144), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(55) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1001 + 0o50) + chr(0b100101 + 0o21) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101010 + 0o5) + chr(0b110011) + chr(0b11010 + 0o26) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(102 - 54) + chr(0b1101111) + chr(0b110010) + chr(0b11111 + 0o23) + chr(2485 - 2435), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(0b110000), 32397 - 32389)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'-'), chr(0b1100100) + chr(0b1000000 + 0o45) + chr(6070 - 5971) + chr(0b1101111) + '\144' + chr(101))('\165' + '\164' + chr(102) + '\055' + chr(1078 - 1022)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Ob3pJgOwex9L(oVre8I6UXc3b, ShZmEKfTkAOZ): for Bio3BBp2A6qr in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'w\x16\x1bSV\xb7\x84\xc9'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(4324 - 4223))(chr(0b111011 + 0o72) + '\x74' + chr(0b1100110) + '\x2d' + '\x38'))(): xafqLlk3kkUe(Bio3BBp2A6qr, xafqLlk3kkUe(SXOLrMavuUCe(b'p\x01\x0ezA\xa0\x84\xd9\xc7\x86'), chr(0b11001 + 0o113) + '\145' + chr(7880 - 7781) + '\157' + '\144' + '\145')(chr(4148 - 4031) + chr(12794 - 12678) + chr(0b1100110) + chr(0b10010 + 0o33) + '\x38'))(ShZmEKfTkAOZ) if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'g\x0b\x14@'), chr(0b1100100) + chr(0b111100 + 0o51) + '\x63' + chr(12084 - 11973) + chr(7341 - 7241) + chr(0b1011000 + 0o15))('\165' + '\164' + '\146' + chr(45) + chr(0b10010 + 0o46)))(): xafqLlk3kkUe(KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'p\x01\x0ezA\xa0\x84\xd9\xc7\x86'), '\144' + chr(2160 - 2059) + chr(0b1100011) + chr(111) + '\144' + '\x65')('\x75' + chr(0b1010101 + 0o37) + chr(102) + chr(0b101101) + chr(0b111000)))(ShZmEKfTkAOZ)
ray-project/ray
python/ray/experimental/async_plasma.py
PlasmaObjectLinkedList.traverse
def traverse(self): """Traverse this linked list. Yields: PlasmaObjectFuture: PlasmaObjectFuture instances. """ current = self.head while current is not None: yield current current = current.next
python
def traverse(self): """Traverse this linked list. Yields: PlasmaObjectFuture: PlasmaObjectFuture instances. """ current = self.head while current is not None: yield current current = current.next
[ "def", "traverse", "(", "self", ")", ":", "current", "=", "self", ".", "head", "while", "current", "is", "not", "None", ":", "yield", "current", "current", "=", "current", ".", "next" ]
Traverse this linked list. Yields: PlasmaObjectFuture: PlasmaObjectFuture instances.
[ "Traverse", "this", "linked", "list", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_plasma.py#L162-L171
train
Traverse this linked list. Yields PlasmaObjectFuture instances.
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' + '\063' + chr(1426 - 1371) + '\063', 65494 - 65486), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(0b110010) + chr(0b10011 + 0o36) + chr(53), 43042 - 43034), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b10110 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(1933 - 1878) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(1234 - 1179) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110010) + chr(2539 - 2486), 40387 - 40379), ehT0Px3KOsy9(chr(428 - 380) + chr(0b1101111) + chr(0b110 + 0o53) + chr(50) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\064' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(910 - 862) + '\157' + chr(0b110000 + 0o3) + chr(0b110101) + '\x31', 30564 - 30556), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101001 + 0o12) + '\x34' + chr(0b110 + 0o54), 0o10), ehT0Px3KOsy9('\060' + chr(11033 - 10922) + chr(0b1 + 0o60) + chr(48) + '\063', 0o10), ehT0Px3KOsy9(chr(1247 - 1199) + chr(0b1101111) + chr(0b110010) + '\x37' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3539 - 3428) + chr(54) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10111 + 0o34) + chr(0b110111) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(150 - 39) + '\x31' + chr(0b101110 + 0o3) + chr(51), 55196 - 55188), ehT0Px3KOsy9(chr(1103 - 1055) + '\157' + chr(0b110100) + chr(0b100001 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(49) + chr(0b110000) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(54) + chr(860 - 810), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(52) + '\063', 0o10), ehT0Px3KOsy9(chr(1739 - 1691) + chr(0b1101111) + chr(1446 - 1397) + chr(51) + chr(0b101101 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(11558 - 11447) + chr(0b110010) + '\x30' + '\063', 16475 - 16467), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\066' + chr(2086 - 2036), 28535 - 28527), ehT0Px3KOsy9(chr(1782 - 1734) + chr(111) + chr(0b110001 + 0o6) + '\x30', 13548 - 13540), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1001101 + 0o42) + chr(0b11111 + 0o23) + chr(0b10 + 0o60) + '\x32', 0b1000), ehT0Px3KOsy9(chr(1477 - 1429) + chr(0b1101111) + '\x31' + '\x32' + chr(2260 - 2208), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + chr(0b1101 + 0o45) + chr(0b110001) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(4115 - 4004) + chr(0b110010 + 0o0) + chr(52) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(257 - 146) + chr(442 - 393) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(981 - 931) + chr(1076 - 1021) + chr(0b110000), 16082 - 16074), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(0b110010 + 0o2) + chr(484 - 434), ord("\x08")), ehT0Px3KOsy9(chr(2020 - 1972) + chr(0b1011011 + 0o24) + chr(51) + chr(0b110110 + 0o0) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(2874 - 2763) + chr(0b110001) + '\061' + chr(997 - 944), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(2435 - 2383) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x33' + chr(0b110100), 21694 - 21686), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(49) + '\x30', 0b1000), ehT0Px3KOsy9(chr(2177 - 2129) + chr(0b11011 + 0o124) + chr(832 - 781) + '\x36' + chr(49), 43620 - 43612), ehT0Px3KOsy9(chr(48) + chr(2043 - 1932) + '\062' + chr(536 - 487) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11762 - 11651) + chr(0b11001 + 0o34) + '\x32', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b100110 + 0o17) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5'), chr(0b1100100) + chr(0b1100101) + chr(0b11 + 0o140) + '\x6f' + '\144' + chr(9263 - 9162))(chr(6423 - 6306) + '\x74' + chr(102) + chr(0b10111 + 0o26) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def hL3nIBnsYiV_(oVre8I6UXc3b): xs6XOz6fvaCq = oVre8I6UXc3b.jTNf3myQ667Q while xs6XOz6fvaCq is not None: yield xs6XOz6fvaCq xs6XOz6fvaCq = xs6XOz6fvaCq.nSwwHEeM4cxI
ray-project/ray
python/ray/experimental/async_plasma.py
PlasmaEventHandler.process_notifications
def process_notifications(self, messages): """Process notifications.""" for object_id, object_size, metadata_size in messages: if object_size > 0 and object_id in self._waiting_dict: linked_list = self._waiting_dict[object_id] self._complete_future(linked_list)
python
def process_notifications(self, messages): """Process notifications.""" for object_id, object_size, metadata_size in messages: if object_size > 0 and object_id in self._waiting_dict: linked_list = self._waiting_dict[object_id] self._complete_future(linked_list)
[ "def", "process_notifications", "(", "self", ",", "messages", ")", ":", "for", "object_id", ",", "object_size", ",", "metadata_size", "in", "messages", ":", "if", "object_size", ">", "0", "and", "object_id", "in", "self", ".", "_waiting_dict", ":", "linked_list", "=", "self", ".", "_waiting_dict", "[", "object_id", "]", "self", ".", "_complete_future", "(", "linked_list", ")" ]
Process notifications.
[ "Process", "notifications", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_plasma.py#L183-L188
train
Process notifications.
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(0b110101 + 0o72) + '\x31' + chr(0b110111) + chr(0b100111 + 0o13), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(901 - 848) + chr(1259 - 1211), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(382 - 333) + chr(0b110011) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1001111 + 0o40) + chr(0b110010) + '\062' + '\x34', 12927 - 12919), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\063' + '\062', 8733 - 8725), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(2264 - 2210) + chr(0b10111 + 0o33), 0o10), ehT0Px3KOsy9('\060' + chr(2552 - 2441) + chr(1748 - 1694) + chr(577 - 527), ord("\x08")), ehT0Px3KOsy9('\060' + chr(553 - 442) + chr(1963 - 1914) + chr(0b110010) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101010 + 0o105) + chr(2235 - 2186), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9(chr(1085 - 1037) + '\157' + chr(0b100111 + 0o12) + chr(0b10011 + 0o43) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(908 - 858) + chr(0b11 + 0o55) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(4197 - 4086) + chr(2133 - 2082) + chr(0b110010 + 0o0) + chr(835 - 783), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(0b10001 + 0o41) + '\x34' + chr(0b110110), 26623 - 26615), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b11111 + 0o24) + '\x36', 11732 - 11724), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + chr(0b110001) + '\x33', 0o10), ehT0Px3KOsy9(chr(1955 - 1907) + '\x6f' + chr(938 - 889) + chr(0b110011) + chr(0b10010 + 0o44), 3123 - 3115), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1120 - 1065) + chr(0b0 + 0o66), 25317 - 25309), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\060' + chr(0b100101 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(513 - 464) + chr(1840 - 1791), 49489 - 49481), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + chr(54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\067' + chr(0b1000 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1040 - 987) + chr(0b101000 + 0o10), 0b1000), ehT0Px3KOsy9('\060' + chr(6328 - 6217) + chr(0b100000 + 0o21) + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(808 - 760) + chr(111) + '\061' + '\066' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + chr(52) + chr(802 - 749), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + '\062' + chr(0b100001 + 0o22), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(51) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(1133 - 1078), 0b1000), ehT0Px3KOsy9(chr(1004 - 956) + chr(10703 - 10592) + '\x35' + '\066', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(49) + chr(0b100100 + 0o21) + chr(0b100100 + 0o22), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x36' + chr(54), 18970 - 18962), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110111) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(3935 - 3824) + chr(50) + chr(0b110110), 44086 - 44078), ehT0Px3KOsy9(chr(1718 - 1670) + '\157' + '\x31' + chr(49) + '\x31', 8), ehT0Px3KOsy9(chr(1996 - 1948) + '\x6f' + chr(175 - 125) + chr(49), 32316 - 32308), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\062' + '\x34' + chr(1491 - 1436), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(2798 - 2745) + chr(0b110010), 62105 - 62097), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(517 - 467) + chr(1774 - 1722), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(7318 - 7207) + '\x31' + chr(0b110110) + '\x36', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'T'), chr(9616 - 9516) + chr(7793 - 7692) + chr(99) + '\x6f' + chr(3059 - 2959) + chr(0b1100101))('\165' + '\164' + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def cIP6d9xC0_gG(oVre8I6UXc3b, iEd9PPBMaWl8): for (HTn3JlC1RoCF, jbaq22Bv3erq, AqEdtqhcCDfU) in iEd9PPBMaWl8: if jbaq22Bv3erq > ehT0Px3KOsy9('\x30' + '\157' + '\060', 27992 - 27984) and HTn3JlC1RoCF in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'%\x1f:\xfd\xae\x9b\\1^]\x1d\xe2\xa0'), chr(8240 - 8140) + chr(7766 - 7665) + chr(0b1000011 + 0o40) + chr(0b111011 + 0o64) + chr(100) + chr(101))('\165' + '\164' + chr(102) + chr(45) + chr(0b111000))): swJX75TzffrF = oVre8I6UXc3b._waiting_dict[HTn3JlC1RoCF] xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'%\x0b4\xf9\xaa\x9eW"df\x12\xf4\xa0\xd3\xecn'), '\144' + chr(0b111011 + 0o52) + chr(99) + chr(0b101000 + 0o107) + '\144' + chr(0b100110 + 0o77))('\165' + '\x74' + '\146' + chr(0b101101) + '\070'))(swJX75TzffrF)
ray-project/ray
python/ray/experimental/async_plasma.py
PlasmaEventHandler.as_future
def as_future(self, object_id, check_ready=True): """Turn an object_id into a Future object. Args: object_id: A Ray's object_id. check_ready (bool): If true, check if the object_id is ready. Returns: PlasmaObjectFuture: A future object that waits the object_id. """ if not isinstance(object_id, ray.ObjectID): raise TypeError("Input should be an ObjectID.") plain_object_id = plasma.ObjectID(object_id.binary()) fut = PlasmaObjectFuture(loop=self._loop, object_id=plain_object_id) if check_ready: ready, _ = ray.wait([object_id], timeout=0) if ready: if self._loop.get_debug(): logger.debug("%s has been ready.", plain_object_id) self._complete_future(fut) return fut if plain_object_id not in self._waiting_dict: linked_list = PlasmaObjectLinkedList(self._loop, plain_object_id) linked_list.add_done_callback(self._unregister_callback) self._waiting_dict[plain_object_id] = linked_list self._waiting_dict[plain_object_id].append(fut) if self._loop.get_debug(): logger.debug("%s added to the waiting list.", fut) return fut
python
def as_future(self, object_id, check_ready=True): """Turn an object_id into a Future object. Args: object_id: A Ray's object_id. check_ready (bool): If true, check if the object_id is ready. Returns: PlasmaObjectFuture: A future object that waits the object_id. """ if not isinstance(object_id, ray.ObjectID): raise TypeError("Input should be an ObjectID.") plain_object_id = plasma.ObjectID(object_id.binary()) fut = PlasmaObjectFuture(loop=self._loop, object_id=plain_object_id) if check_ready: ready, _ = ray.wait([object_id], timeout=0) if ready: if self._loop.get_debug(): logger.debug("%s has been ready.", plain_object_id) self._complete_future(fut) return fut if plain_object_id not in self._waiting_dict: linked_list = PlasmaObjectLinkedList(self._loop, plain_object_id) linked_list.add_done_callback(self._unregister_callback) self._waiting_dict[plain_object_id] = linked_list self._waiting_dict[plain_object_id].append(fut) if self._loop.get_debug(): logger.debug("%s added to the waiting list.", fut) return fut
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Turn an object_id into a Future object. Args: object_id: A Ray's object_id. check_ready (bool): If true, check if the object_id is ready. Returns: PlasmaObjectFuture: A future object that waits the object_id.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/async_plasma.py#L205-L237
train
Turn an object_id into a Future 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(48) + chr(0b1100010 + 0o15) + chr(0b10110 + 0o41) + '\x33', 13220 - 13212), ehT0Px3KOsy9(chr(1669 - 1621) + chr(111) + chr(51) + chr(1391 - 1343) + chr(54), 2245 - 2237), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(610 - 559) + chr(0b101111 + 0o6), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(51) + chr(423 - 373), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3311 - 3200) + '\x33' + chr(1624 - 1576) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1309 - 1198) + '\x31' + chr(0b110011) + chr(0b110111), 47221 - 47213), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2414 - 2363) + chr(0b101100 + 0o11) + chr(578 - 524), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(54), 0b1000), ehT0Px3KOsy9(chr(1024 - 976) + chr(0b1101000 + 0o7) + chr(51) + '\064' + chr(0b110001), 854 - 846), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b11100 + 0o32) + chr(956 - 903), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b101011 + 0o10) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(8832 - 8721) + chr(0b110100) + chr(0b110111), 1163 - 1155), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\063' + chr(0b100011 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(108 - 58) + chr(0b110010) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1942 - 1894) + '\x6f' + '\062' + chr(2111 - 2058), 32187 - 32179), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + '\061', 0b1000), ehT0Px3KOsy9(chr(2085 - 2037) + '\x6f' + chr(0b110011) + chr(0b1001 + 0o53) + chr(1339 - 1290), 8), ehT0Px3KOsy9(chr(1406 - 1358) + chr(9042 - 8931) + chr(0b110010) + '\066' + chr(0b111 + 0o53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4791 - 4680) + chr(0b111 + 0o53) + '\064' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110111 + 0o70) + chr(51) + chr(712 - 657) + '\x36', 7604 - 7596), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(0b110001) + '\060' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(1980 - 1931), 54517 - 54509), ehT0Px3KOsy9(chr(48) + chr(0b101 + 0o152) + chr(892 - 842) + chr(229 - 178) + chr(2287 - 2234), 8), ehT0Px3KOsy9(chr(2274 - 2226) + chr(2991 - 2880) + chr(0b101100 + 0o10) + chr(0b110100), 10255 - 10247), ehT0Px3KOsy9(chr(1213 - 1165) + '\157' + chr(0b110011) + chr(0b110100 + 0o3) + chr(1826 - 1778), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\x32' + chr(0b110111) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x31' + chr(0b110100 + 0o0), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b101001 + 0o16) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + chr(0b10111 + 0o34) + chr(0b110111) + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\067' + '\067', 0o10), ehT0Px3KOsy9(chr(955 - 907) + '\x6f' + '\x32' + '\x30' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(114 - 3) + '\062' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3666 - 3555) + '\x33' + chr(0b110000) + '\063', 0b1000), ehT0Px3KOsy9(chr(439 - 391) + chr(7088 - 6977) + chr(1547 - 1498) + chr(0b110000 + 0o7) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1066 - 1018) + chr(8107 - 7996) + chr(0b101000 + 0o11) + '\x34' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x36' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3327 - 3216) + chr(49) + '\064' + chr(545 - 490), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11000 + 0o32) + '\061' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111 + 0o0) + '\063' + '\060' + chr(52), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b111110 + 0o61) + '\065' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x15'), '\x64' + '\145' + '\143' + '\x6f' + chr(0b101001 + 0o73) + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(1095 - 1050) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Ybw11912DPzi(oVre8I6UXc3b, HTn3JlC1RoCF, GOx2VSLYDZgP=ehT0Px3KOsy9('\x30' + chr(4673 - 4562) + chr(0b110001), 8)): if not PlSM16l2KDPD(HTn3JlC1RoCF, xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b't\xa4\xf7\xbf\xa6+\xa7J'), '\x64' + chr(0b1100101) + '\x63' + '\157' + chr(1061 - 961) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b1011110 + 0o10) + chr(0b1101 + 0o40) + chr(56)))): raise sznFqDbNBHlx(xafqLlk3kkUe(SXOLrMavuUCe(b'r\xa8\xed\xaf\xb1\x7f\x9df\x8e\x801C\xb8\xf5y5`\x8f\x92\xe9\x9c(l\xfeP\xb1\xfcb'), '\x64' + chr(3452 - 3351) + chr(0b100001 + 0o102) + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + chr(116) + '\x66' + '\055' + '\070')) MVSzq2pFs7Nd = TBMZCz2H7ze6.ObjectID(HTn3JlC1RoCF.binary()) c2cU_SzpasMs = avqamEYlJEDs(loop=oVre8I6UXc3b._loop, object_id=MVSzq2pFs7Nd) if GOx2VSLYDZgP: (eN53rcL5aSG_, VNGQdHSFPrso) = H9zaXRrGK6Cq.iik9wfy8nMEV([HTn3JlC1RoCF], timeout=ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1001 + 0o146) + '\060', 0o10)) if eN53rcL5aSG_: if xafqLlk3kkUe(oVre8I6UXc3b._loop, xafqLlk3kkUe(SXOLrMavuUCe(b'\\\xa3\xe9\x85\xa1:\x8c{\x86'), chr(0b1010011 + 0o21) + chr(0b1001100 + 0o31) + '\143' + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(0b11111 + 0o125) + chr(7615 - 7513) + chr(45) + chr(415 - 359)))(): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xa3\xff\xaf\xa2'), chr(0b1001011 + 0o31) + chr(101) + chr(99) + chr(10890 - 10779) + chr(5838 - 5738) + '\x65')(chr(0b1110101) + chr(7561 - 7445) + chr(0b1100110) + chr(0b1011 + 0o42) + chr(1956 - 1900)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xb5\xbd\xb2\xa4,\xcel\x84\x903\x07\xea\xf2}qx\xcf'), chr(2702 - 2602) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + '\055' + chr(0b111000)), MVSzq2pFs7Nd) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'd\xa5\xf2\xb7\xb53\x8bz\x84\xaa;R\xec\xe2np'), '\x64' + '\x65' + chr(99) + chr(3581 - 3470) + '\x64' + chr(0b11100 + 0o111))(chr(0b1010100 + 0o41) + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38'))(c2cU_SzpasMs) return c2cU_SzpasMs if MVSzq2pFs7Nd not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'd\xb1\xfc\xb3\xb16\x80i\xbe\x914D\xec'), chr(100) + '\x65' + '\x63' + chr(7936 - 7825) + '\x64' + chr(0b10110 + 0o117))(chr(391 - 274) + chr(0b1110100) + '\146' + chr(45) + chr(56))): swJX75TzffrF = uIpDTK8Oncr2(oVre8I6UXc3b._loop, MVSzq2pFs7Nd) xafqLlk3kkUe(swJX75TzffrF, xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xf9\x85\xa10\x80k\xbe\x96<K\xf4\xf5}vj'), chr(100) + '\145' + '\x63' + '\x6f' + chr(0b1011010 + 0o12) + chr(0b1000 + 0o135))(chr(13505 - 13388) + '\x74' + chr(102) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'd\xb3\xf3\xa8\xa08\x87}\x95\x90/x\xfb\xf6pyc\x80\xd1\xcd'), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(0b1100100) + '\145')('\x75' + '\164' + '\x66' + chr(0b101101) + chr(56)))) oVre8I6UXc3b.zZ8cdgB1DGoO[MVSzq2pFs7Nd] = swJX75TzffrF xafqLlk3kkUe(oVre8I6UXc3b._waiting_dict[MVSzq2pFs7Nd], xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xb6\xed\xbf\xab;'), chr(0b1100100) + chr(0b1011101 + 0o10) + chr(7467 - 7368) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101 + 0o0) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070'))(c2cU_SzpasMs) if xafqLlk3kkUe(oVre8I6UXc3b._loop, xafqLlk3kkUe(SXOLrMavuUCe(b'\\\xa3\xe9\x85\xa1:\x8c{\x86'), '\144' + chr(7081 - 6980) + chr(99) + chr(0b101101 + 0o102) + '\144' + chr(0b100110 + 0o77))(chr(0b1110101) + chr(116) + chr(0b11110 + 0o110) + '\x2d' + chr(90 - 34)))(): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xa3\xff\xaf\xa2'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + '\x64' + chr(0b100101 + 0o100))(chr(0b1011 + 0o152) + chr(116) + chr(102) + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xb5\xbd\xbb\xa1;\x8bj\xc1\x812\x07\xec\xffy5v\x80\xdb\xd2\x97,n\xbdH\x91\xcb8\xd1'), chr(0b1 + 0o143) + '\145' + chr(8785 - 8686) + chr(0b1011111 + 0o20) + chr(100) + chr(101))(chr(0b1110101) + chr(3302 - 3186) + chr(102) + chr(0b100011 + 0o12) + '\x38'), c2cU_SzpasMs) return c2cU_SzpasMs
ray-project/ray
python/ray/tune/web_server.py
TuneClient.get_all_trials
def get_all_trials(self): """Returns a list of all trials' information.""" response = requests.get(urljoin(self._path, "trials")) return self._deserialize(response)
python
def get_all_trials(self): """Returns a list of all trials' information.""" response = requests.get(urljoin(self._path, "trials")) return self._deserialize(response)
[ "def", "get_all_trials", "(", "self", ")", ":", "response", "=", "requests", ".", "get", "(", "urljoin", "(", "self", ".", "_path", ",", "\"trials\"", ")", ")", "return", "self", ".", "_deserialize", "(", "response", ")" ]
Returns a list of all trials' information.
[ "Returns", "a", "list", "of", "all", "trials", "information", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/web_server.py#L48-L51
train
Returns a list of all trials information.
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(0b1100101 + 0o12) + chr(0b110001) + '\067' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(12062 - 11951) + chr(51) + chr(0b100101 + 0o14) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(11233 - 11122) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11001 + 0o126) + chr(49) + '\x33' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b101000 + 0o107) + chr(0b110010) + chr(384 - 334) + chr(952 - 899), 30412 - 30404), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110011) + chr(0b101110 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\063' + chr(2329 - 2280) + chr(51), 0o10), ehT0Px3KOsy9(chr(1265 - 1217) + chr(111) + chr(2180 - 2130) + chr(0b110111) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100000 + 0o23) + chr(0b100100 + 0o22) + chr(0b11001 + 0o36), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x31' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\063' + chr(0b10110 + 0o32) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + '\x33' + chr(0b101101 + 0o6) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(50) + chr(0b10110 + 0o36) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\063' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + chr(51) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110010) + '\066' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\063' + chr(0b11 + 0o57) + '\067', 55945 - 55937), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(53) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2346 - 2295) + chr(48) + '\066', 57014 - 57006), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + '\062' + chr(703 - 648) + chr(2605 - 2550), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(1438 - 1389) + '\x35' + chr(0b110000), 63401 - 63393), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(993 - 941) + chr(571 - 518), 0o10), ehT0Px3KOsy9('\x30' + chr(10832 - 10721) + '\x31' + chr(0b110011) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9083 - 8972) + chr(0b100111 + 0o12) + chr(51) + chr(0b10100 + 0o37), 8), ehT0Px3KOsy9(chr(287 - 239) + chr(111) + chr(55) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(8759 - 8648) + chr(1108 - 1059) + chr(0b100111 + 0o11) + chr(0b0 + 0o63), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(11062 - 10951) + chr(0b11010 + 0o30) + chr(0b110111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(971 - 921) + '\x36', 43887 - 43879), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + '\x33' + chr(53) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(524 - 476) + chr(0b101111 + 0o100) + chr(0b110 + 0o54) + '\061' + chr(2461 - 2408), 61151 - 61143), ehT0Px3KOsy9(chr(48) + '\157' + chr(1370 - 1320) + chr(0b101110 + 0o3) + chr(0b110100), 40780 - 40772), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(1982 - 1932) + chr(51) + '\x32', 8), ehT0Px3KOsy9(chr(1489 - 1441) + chr(0b1101111) + '\062' + chr(0b1001 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(50) + chr(1018 - 963), 0o10), ehT0Px3KOsy9(chr(1713 - 1665) + '\x6f' + chr(51) + chr(0b10000 + 0o45) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1570 - 1522) + chr(0b10110 + 0o131) + chr(49) + chr(0b101111 + 0o3) + chr(0b110010), 10494 - 10486), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b110011) + chr(2722 - 2669), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b101000 + 0o12) + chr(1066 - 1017), 0b1000), ehT0Px3KOsy9(chr(814 - 766) + chr(0b1101111) + chr(0b1 + 0o60) + chr(0b10001 + 0o37) + '\x31', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1796 - 1748) + chr(0b1011111 + 0o20) + '\x35' + chr(0b101010 + 0o6), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Q'), '\144' + chr(5217 - 5116) + chr(5757 - 5658) + chr(111) + '\x64' + chr(101))(chr(0b100001 + 0o124) + chr(10193 - 10077) + '\x66' + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ZE6Fovb7L6rl(oVre8I6UXc3b): ekFGDFIe9V8v = Mx6ixpcPMQy3.get(xBcRdkFo3Okz(oVre8I6UXc3b.v47AJ9r783RT, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\xb8n=\xf9\xe9'), chr(100) + '\145' + chr(4589 - 4490) + chr(111) + '\x64' + chr(7225 - 7124))(chr(0b100001 + 0o124) + '\x74' + chr(102) + chr(0b100010 + 0o13) + '\x38'))) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xaeb/\xf0\xe8\xa2\xde\x9b!\xbd\xbb'), chr(100) + chr(8020 - 7919) + '\x63' + chr(111) + chr(0b1000000 + 0o44) + chr(0b1000 + 0o135))('\165' + chr(0b1110100) + chr(0b10000 + 0o126) + '\x2d' + chr(0b100001 + 0o27)))(ekFGDFIe9V8v)
ray-project/ray
python/ray/tune/web_server.py
TuneClient.get_trial
def get_trial(self, trial_id): """Returns trial information by trial_id.""" response = requests.get( urljoin(self._path, "trials/{}".format(trial_id))) return self._deserialize(response)
python
def get_trial(self, trial_id): """Returns trial information by trial_id.""" response = requests.get( urljoin(self._path, "trials/{}".format(trial_id))) return self._deserialize(response)
[ "def", "get_trial", "(", "self", ",", "trial_id", ")", ":", "response", "=", "requests", ".", "get", "(", "urljoin", "(", "self", ".", "_path", ",", "\"trials/{}\"", ".", "format", "(", "trial_id", ")", ")", ")", "return", "self", ".", "_deserialize", "(", "response", ")" ]
Returns trial information by trial_id.
[ "Returns", "trial", "information", "by", "trial_id", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/web_server.py#L53-L57
train
Returns trial information by trial_id.
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(1021 - 973) + chr(3496 - 3385) + chr(0b110011) + chr(834 - 785) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(1491 - 1436) + chr(0b10000 + 0o47), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011100 + 0o23) + '\x31' + '\063' + '\063', 38833 - 38825), ehT0Px3KOsy9(chr(414 - 366) + chr(3446 - 3335) + chr(49) + chr(48) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(966 - 917) + '\x32' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1100110 + 0o11) + '\x35' + chr(1268 - 1215), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\x33' + '\064' + chr(54), 2661 - 2653), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\061' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2469 - 2418) + chr(51) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(2147 - 2099) + '\x6f' + chr(0b110001) + chr(757 - 709) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1011 + 0o54) + chr(309 - 258), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(4383 - 4272) + '\x31' + '\x33' + chr(0b100101 + 0o14), 13074 - 13066), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(155 - 106) + chr(49) + chr(2077 - 2029), 54520 - 54512), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(1658 - 1609) + chr(0b100010 + 0o24) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(53) + chr(0b111 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(417 - 369) + '\x6f' + '\062' + chr(50) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\067' + chr(51), 32737 - 32729), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x36' + '\x37', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2451 - 2400) + chr(0b10111 + 0o32) + '\x30', 26871 - 26863), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11100 + 0o27) + chr(0b101010 + 0o10) + chr(541 - 491), 56129 - 56121), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2295 - 2246) + chr(55) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(481 - 431) + '\x34' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + chr(1149 - 1098), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1156 - 1105) + chr(48) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b100100 + 0o21) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(49) + chr(53) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(0b101110 + 0o5) + chr(0b10011 + 0o43) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1179 - 1128) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11011 + 0o27) + chr(0b10100 + 0o43) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1599 - 1551) + chr(111) + chr(2103 - 2051) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1298 - 1250) + chr(111) + chr(0b0 + 0o62) + chr(0b110000) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(8905 - 8794) + chr(54) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\063' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + '\x33' + '\x31' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(11036 - 10925) + '\062' + chr(0b110010) + '\062', 4466 - 4458), ehT0Px3KOsy9('\x30' + chr(0b1000 + 0o147) + chr(51) + chr(52) + '\x34', 0o10), ehT0Px3KOsy9(chr(907 - 859) + '\x6f' + '\x32' + chr(197 - 144) + '\x32', 51241 - 51233), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10001 + 0o40) + chr(0b110100) + chr(2287 - 2237), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8160 - 8049) + '\x33' + chr(0b110011) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1917 - 1869) + '\x6f' + chr(1332 - 1281) + chr(0b1001 + 0o54), 19296 - 19288)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + '\x30', 56555 - 56547)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(100) + '\x65' + chr(669 - 570) + chr(111) + chr(0b1100100) + chr(0b100011 + 0o102))(chr(0b1001111 + 0o46) + chr(116) + chr(0b11100 + 0o112) + chr(699 - 654) + chr(1359 - 1303)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def LliLO_5h2zlP(oVre8I6UXc3b, rv8CNRYETQhs): ekFGDFIe9V8v = Mx6ixpcPMQy3.get(xBcRdkFo3Okz(oVre8I6UXc3b.v47AJ9r783RT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\xcd2#?^\xc9\xf6\xa5'), '\x64' + chr(6243 - 6142) + chr(0b10011 + 0o120) + chr(0b1101111) + '\x64' + chr(101))('\165' + '\164' + chr(0b1100110) + '\x2d' + '\x38').V4roHaS3Ppej(rv8CNRYETQhs))) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xdb>16_\x8f\xec\xb4.A<'), chr(0b1010000 + 0o24) + chr(101) + chr(99) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1011000 + 0o35) + '\164' + chr(102) + chr(45) + chr(0b111000)))(ekFGDFIe9V8v)
ray-project/ray
python/ray/tune/web_server.py
TuneClient.add_trial
def add_trial(self, name, specification): """Adds a trial by name and specification (dict).""" payload = {"name": name, "spec": specification} response = requests.post(urljoin(self._path, "trials"), json=payload) return self._deserialize(response)
python
def add_trial(self, name, specification): """Adds a trial by name and specification (dict).""" payload = {"name": name, "spec": specification} response = requests.post(urljoin(self._path, "trials"), json=payload) return self._deserialize(response)
[ "def", "add_trial", "(", "self", ",", "name", ",", "specification", ")", ":", "payload", "=", "{", "\"name\"", ":", "name", ",", "\"spec\"", ":", "specification", "}", "response", "=", "requests", ".", "post", "(", "urljoin", "(", "self", ".", "_path", ",", "\"trials\"", ")", ",", "json", "=", "payload", ")", "return", "self", ".", "_deserialize", "(", "response", ")" ]
Adds a trial by name and specification (dict).
[ "Adds", "a", "trial", "by", "name", "and", "specification", "(", "dict", ")", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/web_server.py#L59-L63
train
Adds a trial by name and specification ( dict ).
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(4317 - 4206) + chr(0b110010) + '\060' + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(2706 - 2595) + '\x31' + chr(0b110110) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + '\x33' + chr(0b110111) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7571 - 7460) + chr(0b110011) + chr(53) + chr(2278 - 2223), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b110011) + '\x37' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + chr(0b10110 + 0o34) + chr(0b11111 + 0o26) + chr(0b101100 + 0o5), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(123 - 73) + chr(1541 - 1489) + chr(1885 - 1835), 7075 - 7067), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + '\062' + '\061' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3786 - 3675) + chr(51) + '\064' + chr(52), 39106 - 39098), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110100) + '\066', 15651 - 15643), ehT0Px3KOsy9(chr(48) + '\157' + chr(2429 - 2379) + chr(0b110010) + chr(0b100110 + 0o20), 0o10), ehT0Px3KOsy9(chr(1176 - 1128) + chr(111) + chr(0b110010) + chr(0b110111) + '\061', 6397 - 6389), ehT0Px3KOsy9(chr(1661 - 1613) + chr(0b1110 + 0o141) + chr(0b10111 + 0o33) + '\x34' + chr(1709 - 1655), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2039 - 1988) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b11110 + 0o24) + chr(0b111 + 0o57), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(53) + chr(0b110110), 40480 - 40472), ehT0Px3KOsy9('\060' + chr(0b1011 + 0o144) + chr(0b110001) + chr(881 - 832) + chr(2089 - 2038), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(1225 - 1176) + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(2137 - 2089) + chr(0b1101111) + chr(621 - 572) + chr(0b11011 + 0o26), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110101) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(2277 - 2228) + chr(0b110100) + chr(1949 - 1900), 0b1000), ehT0Px3KOsy9(chr(775 - 727) + chr(5323 - 5212) + chr(417 - 366) + chr(0b110010) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(0b110001) + chr(831 - 780) + chr(863 - 813), 23052 - 23044), ehT0Px3KOsy9(chr(590 - 542) + chr(111) + '\x32' + chr(289 - 234) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010111 + 0o30) + chr(0b110011) + chr(300 - 250) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(0b110011) + chr(49) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(10308 - 10197) + chr(0b101110 + 0o5) + '\x33' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(7335 - 7224) + '\x33' + '\060' + chr(2697 - 2642), 15491 - 15483), ehT0Px3KOsy9(chr(441 - 393) + '\x6f' + '\x33' + chr(0b110101) + chr(50), 4117 - 4109), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x32' + '\065', 0b1000), ehT0Px3KOsy9(chr(357 - 309) + '\157' + chr(49) + chr(2628 - 2576) + chr(0b10100 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100100 + 0o17) + '\x31' + '\x36', 0o10), ehT0Px3KOsy9(chr(1245 - 1197) + chr(1174 - 1063) + chr(0b110101) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(108 - 60) + '\157' + chr(336 - 286) + chr(0b101110 + 0o6) + chr(883 - 834), 51481 - 51473), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b11101 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(1764 - 1716) + '\x6f' + '\x32' + '\x33' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(445 - 396) + chr(0b110111) + chr(625 - 575), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\062' + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(1278 - 1226) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\x30', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + chr(0b110101) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9'), chr(0b101011 + 0o71) + '\145' + chr(0b1100011) + '\157' + chr(9282 - 9182) + '\x65')('\x75' + '\x74' + '\146' + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ietvbGbcKPVf(oVre8I6UXc3b, AIvJRzLdDfgF, YzIRIpwQuwXo): nOhAvpnA71Xj = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x10\x96\x8a'), chr(0b111 + 0o135) + '\x65' + chr(0b1100011) + chr(111) + chr(7247 - 7147) + chr(0b1100101))(chr(117) + chr(0b101 + 0o157) + chr(0b1100101 + 0o1) + '\x2d' + chr(1152 - 1096)): AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\x01\x9e\x8c'), '\x64' + chr(7873 - 7772) + chr(5988 - 5889) + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1100110) + '\055' + chr(56)): YzIRIpwQuwXo} ekFGDFIe9V8v = Mx6ixpcPMQy3.post(xBcRdkFo3Okz(oVre8I6UXc3b.v47AJ9r783RT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x03\x92\x8e\x94\xda'), '\144' + chr(1477 - 1376) + chr(0b1100011) + chr(0b1101100 + 0o3) + chr(0b1100100) + chr(101))(chr(0b1110 + 0o147) + '\164' + chr(0b1100110) + chr(464 - 419) + '\070')), json=nOhAvpnA71Xj) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\x15\x9e\x9c\x9d\xdb\xcb\xeb\x88\xcf\xec\xdc'), '\144' + '\145' + chr(0b111000 + 0o53) + chr(0b1011 + 0o144) + '\144' + '\x65')(chr(0b1011110 + 0o27) + chr(1171 - 1055) + chr(102) + chr(0b1010 + 0o43) + '\x38'))(ekFGDFIe9V8v)
ray-project/ray
python/ray/tune/web_server.py
TuneClient.stop_trial
def stop_trial(self, trial_id): """Requests to stop trial by trial_id.""" response = requests.put( urljoin(self._path, "trials/{}".format(trial_id))) return self._deserialize(response)
python
def stop_trial(self, trial_id): """Requests to stop trial by trial_id.""" response = requests.put( urljoin(self._path, "trials/{}".format(trial_id))) return self._deserialize(response)
[ "def", "stop_trial", "(", "self", ",", "trial_id", ")", ":", "response", "=", "requests", ".", "put", "(", "urljoin", "(", "self", ".", "_path", ",", "\"trials/{}\"", ".", "format", "(", "trial_id", ")", ")", ")", "return", "self", ".", "_deserialize", "(", "response", ")" ]
Requests to stop trial by trial_id.
[ "Requests", "to", "stop", "trial", "by", "trial_id", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/web_server.py#L65-L69
train
Stops the trial by trial_id.
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) + '\x32' + chr(51) + chr(1335 - 1286), 0b1000), ehT0Px3KOsy9(chr(1086 - 1038) + chr(11565 - 11454) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(2199 - 2151) + chr(10353 - 10242) + chr(0b101010 + 0o7) + chr(48) + chr(0b10111 + 0o40), 8472 - 8464), ehT0Px3KOsy9(chr(1392 - 1344) + chr(111) + chr(0b10011 + 0o40) + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + '\x32' + chr(0b110010) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(50) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(213 - 164) + chr(1039 - 991) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1095 - 1047) + '\157' + chr(1251 - 1202) + chr(50) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1423 - 1375) + chr(0b10001 + 0o136) + chr(0b100111 + 0o13) + chr(0b110010) + chr(1087 - 1039), 0b1000), ehT0Px3KOsy9('\060' + chr(11365 - 11254) + '\061' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\062' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2010 - 1959) + chr(2052 - 2000) + chr(0b1100 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3337 - 3226) + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + '\062' + '\064' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1421 - 1372) + chr(55) + chr(52), 0b1000), ehT0Px3KOsy9(chr(1894 - 1846) + chr(0b1101111) + '\x32' + '\064' + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b11000 + 0o36), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(247 - 192) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b10110 + 0o35) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(51) + chr(0b1111 + 0o50) + chr(54), 24375 - 24367), ehT0Px3KOsy9('\x30' + chr(9874 - 9763) + '\063' + chr(51) + chr(507 - 459), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(0b101000 + 0o11) + '\x33' + '\062', 18901 - 18893), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\063' + chr(0b11000 + 0o30) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(2013 - 1959) + '\063', 0o10), ehT0Px3KOsy9(chr(402 - 354) + chr(0b1001111 + 0o40) + chr(0b10101 + 0o35) + chr(50) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + '\x31' + chr(1537 - 1482) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\060' + chr(580 - 529), ord("\x08")), ehT0Px3KOsy9(chr(357 - 309) + '\x6f' + '\x32' + chr(955 - 903) + chr(2485 - 2430), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(930 - 879) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(10099 - 9988) + chr(0b110010) + '\x33' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1903 - 1855) + chr(0b1101111) + chr(2143 - 2093) + chr(763 - 708) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + chr(0b100 + 0o56) + chr(2492 - 2442) + chr(0b100000 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b101111 + 0o2) + '\065' + chr(0b10010 + 0o37), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001 + 0o2) + chr(49) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(61 - 12) + chr(1641 - 1587) + chr(0b110110), 32066 - 32058), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(53) + '\061', 51436 - 51428), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(1381 - 1270) + chr(0b110001) + '\x34' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1976 - 1928) + '\x6f' + chr(51) + chr(0b11 + 0o64) + chr(1062 - 1008), 8), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + '\063' + '\x37' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1011000 + 0o27) + chr(0b100001 + 0o20) + chr(0b10110 + 0o32) + '\x33', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(6962 - 6851) + '\x35' + chr(1737 - 1689), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7'), '\144' + '\145' + '\x63' + chr(0b1010000 + 0o37) + chr(0b1001110 + 0o26) + '\x65')(chr(2072 - 1955) + chr(0b1101100 + 0o10) + '\146' + chr(0b101101) + chr(1378 - 1322)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nhFEgA2aANBM(oVre8I6UXc3b, rv8CNRYETQhs): ekFGDFIe9V8v = Mx6ixpcPMQy3.put(xBcRdkFo3Okz(oVre8I6UXc3b.v47AJ9r783RT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xedv.y\xfd\xe1j.\xed'), chr(7008 - 6908) + '\145' + chr(99) + '\157' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38').V4roHaS3Ppej(rv8CNRYETQhs))) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6`"k\xf4\xe0,4\xfca\xa8\x81'), chr(7516 - 7416) + '\145' + chr(0b1100011) + chr(0b1011101 + 0o22) + '\x64' + '\145')('\x75' + chr(0b1000111 + 0o55) + '\146' + chr(0b101101) + chr(2505 - 2449)))(ekFGDFIe9V8v)
ray-project/ray
python/ray/experimental/sgd/sgd.py
DistributedSGD.foreach_worker
def foreach_worker(self, fn): """Apply the given function to each remote worker. Returns: List of results from applying the function. """ results = ray.get([w.foreach_worker.remote(fn) for w in self.workers]) return results
python
def foreach_worker(self, fn): """Apply the given function to each remote worker. Returns: List of results from applying the function. """ results = ray.get([w.foreach_worker.remote(fn) for w in self.workers]) return results
[ "def", "foreach_worker", "(", "self", ",", "fn", ")", ":", "results", "=", "ray", ".", "get", "(", "[", "w", ".", "foreach_worker", ".", "remote", "(", "fn", ")", "for", "w", "in", "self", ".", "workers", "]", ")", "return", "results" ]
Apply the given function to each remote worker. Returns: List of results from applying the function.
[ "Apply", "the", "given", "function", "to", "each", "remote", "worker", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/sgd.py#L130-L137
train
Apply the given function to each remote worker.
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(0b110001) + chr(0b11000 + 0o32), 50842 - 50834), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1000011 + 0o54) + '\061' + '\x35' + '\x37', 40547 - 40539), ehT0Px3KOsy9('\060' + '\157' + chr(942 - 892) + '\x37' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(560 - 449) + chr(1808 - 1757) + '\x32' + chr(796 - 742), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(10869 - 10758) + chr(0b110010) + chr(55) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1010110 + 0o31) + '\x32' + '\062' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + '\x31' + chr(1391 - 1336) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\061' + chr(0b1101 + 0o51) + chr(0b10100 + 0o42), 43970 - 43962), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(694 - 645) + chr(0b110000) + chr(0b11110 + 0o30), 17930 - 17922), ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o62) + chr(50), 51136 - 51128), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(117 - 62) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110101) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b100101 + 0o16) + '\x37' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(3043 - 2932) + '\062' + chr(281 - 230) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + chr(0b110 + 0o60), 30791 - 30783), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(2090 - 2042) + chr(0b110000 + 0o1), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(443 - 392) + chr(2165 - 2115) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(0b110001) + chr(0b10101 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(50) + chr(2074 - 2026) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(0b110011) + chr(0b110011) + '\065', 0o10), ehT0Px3KOsy9(chr(1769 - 1721) + chr(7738 - 7627) + '\062' + chr(0b0 + 0o66) + chr(0b110101), 30868 - 30860), ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(0b101101 + 0o4) + '\066' + '\x30', 0o10), ehT0Px3KOsy9(chr(1685 - 1637) + '\x6f' + '\x33' + chr(50) + chr(0b11000 + 0o35), 0o10), ehT0Px3KOsy9(chr(972 - 924) + chr(111) + chr(1332 - 1282) + chr(0b110111) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x37' + chr(0b1100 + 0o52), 28014 - 28006), ehT0Px3KOsy9(chr(817 - 769) + chr(111) + chr(0b110001) + chr(1846 - 1793) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5749 - 5638) + '\x32' + '\061' + '\066', 2850 - 2842), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\064' + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(50) + '\x31' + chr(1278 - 1228), ord("\x08")), ehT0Px3KOsy9(chr(1139 - 1091) + chr(0b1011011 + 0o24) + '\x31' + chr(0b10000 + 0o44) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b110001) + chr(0b110100) + chr(2581 - 2526), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1896 - 1785) + '\x33' + chr(0b10011 + 0o41) + chr(2068 - 2013), ord("\x08")), ehT0Px3KOsy9(chr(68 - 20) + '\x6f' + chr(0b11000 + 0o31) + '\x34' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4279 - 4168) + chr(0b100110 + 0o14) + chr(163 - 112) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + '\x31' + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(5822 - 5711) + '\063' + chr(54) + chr(0b110010), 21372 - 21364), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + '\x31' + '\060' + chr(0b1 + 0o60), 3660 - 3652)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(2734 - 2681) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'$'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + chr(5036 - 4936) + '\x65')(chr(117) + chr(8717 - 8601) + chr(0b1100110) + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def JSXw5j3hajkf(oVre8I6UXc3b, wDsB9Ho570J9): iIGKX2zSEGYP = H9zaXRrGK6Cq.get([AOfzRywRzEXp.foreach_worker.remote(wDsB9Ho570J9) for AOfzRywRzEXp in oVre8I6UXc3b.Th92RMmof5rr]) return iIGKX2zSEGYP
ray-project/ray
python/ray/experimental/sgd/sgd.py
DistributedSGD.foreach_model
def foreach_model(self, fn): """Apply the given function to each model replica in each worker. Returns: List of results from applying the function. """ results = ray.get([w.foreach_model.remote(fn) for w in self.workers]) out = [] for r in results: out.extend(r) return out
python
def foreach_model(self, fn): """Apply the given function to each model replica in each worker. Returns: List of results from applying the function. """ results = ray.get([w.foreach_model.remote(fn) for w in self.workers]) out = [] for r in results: out.extend(r) return out
[ "def", "foreach_model", "(", "self", ",", "fn", ")", ":", "results", "=", "ray", ".", "get", "(", "[", "w", ".", "foreach_model", ".", "remote", "(", "fn", ")", "for", "w", "in", "self", ".", "workers", "]", ")", "out", "=", "[", "]", "for", "r", "in", "results", ":", "out", ".", "extend", "(", "r", ")", "return", "out" ]
Apply the given function to each model replica in each worker. Returns: List of results from applying the function.
[ "Apply", "the", "given", "function", "to", "each", "model", "replica", "in", "each", "worker", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/sgd.py#L139-L150
train
Apply the given function to each model replica in each worker.
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(2250 - 2202) + '\157' + '\062' + '\x31' + chr(0b1000 + 0o55), 20642 - 20634), ehT0Px3KOsy9('\060' + chr(4317 - 4206) + chr(50) + chr(55) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(2010 - 1960) + '\x35' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + chr(0b110010 + 0o1) + '\065' + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(51) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + '\x34' + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\062' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010000 + 0o37) + '\x32' + '\x34' + chr(50), 37774 - 37766), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + '\063' + '\x33' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b110001) + '\066' + '\067', 0o10), ehT0Px3KOsy9(chr(1138 - 1090) + '\157' + chr(0b110001) + chr(52) + chr(0b110100), 49609 - 49601), ehT0Px3KOsy9(chr(1800 - 1752) + chr(111) + chr(0b110001) + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(337 - 283) + chr(0b101110 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(805 - 757) + chr(0b100011 + 0o114) + chr(51) + chr(0b110111) + chr(438 - 389), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(55) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(141 - 93) + '\157' + '\x32' + chr(0b11100 + 0o25) + chr(1707 - 1655), 15322 - 15314), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(55) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + chr(0b1011 + 0o46) + chr(1798 - 1747) + chr(386 - 337), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(2589 - 2535) + chr(0b110110), 46397 - 46389), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(52) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100101 + 0o14) + chr(0b110000) + '\062', 62275 - 62267), ehT0Px3KOsy9('\060' + chr(1581 - 1470) + '\x34' + chr(0b100100 + 0o17), 64976 - 64968), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(50) + chr(0b11000 + 0o34) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1441 - 1391) + '\x34' + chr(2269 - 2221), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2611 - 2500) + chr(1311 - 1261) + '\x31' + chr(2286 - 2238), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + chr(50) + chr(0b110101) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b100110 + 0o15) + chr(61 - 12), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1079 - 1029) + '\x37' + chr(0b110101), 3919 - 3911), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + chr(0b1011 + 0o46), 30488 - 30480), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110001) + '\x31' + chr(1649 - 1601), 8), ehT0Px3KOsy9('\x30' + chr(8191 - 8080) + chr(0b110001) + chr(1566 - 1516) + chr(0b110111), 56364 - 56356), ehT0Px3KOsy9('\060' + chr(111) + chr(710 - 659) + '\x36' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(55) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(1819 - 1768) + '\x30' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(1078 - 1025) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(2086 - 2038) + '\x31', 38685 - 38677), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1100010 + 0o15) + chr(231 - 182) + chr(0b110011) + chr(50), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(12269 - 12158) + '\065' + chr(0b10 + 0o56), 22211 - 22203)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3'), chr(0b1001011 + 0o31) + '\145' + '\143' + chr(2004 - 1893) + chr(8410 - 8310) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1011 + 0o133) + '\055' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def C3D4yfzdO97X(oVre8I6UXc3b, wDsB9Ho570J9): iIGKX2zSEGYP = H9zaXRrGK6Cq.get([AOfzRywRzEXp.foreach_model.remote(wDsB9Ho570J9) for AOfzRywRzEXp in oVre8I6UXc3b.Th92RMmof5rr]) UkrMp_I0RDmo = [] for JWG5qApaeJkp in iIGKX2zSEGYP: xafqLlk3kkUe(UkrMp_I0RDmo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8\xc2\xdb\x8a7E'), chr(960 - 860) + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))('\165' + '\164' + chr(0b1000111 + 0o37) + chr(45) + '\x38'))(JWG5qApaeJkp) return UkrMp_I0RDmo
ray-project/ray
python/ray/experimental/sgd/sgd.py
DistributedSGD.for_model
def for_model(self, fn): """Apply the given function to a single model replica. Returns: Result from applying the function. """ return ray.get(self.workers[0].for_model.remote(fn))
python
def for_model(self, fn): """Apply the given function to a single model replica. Returns: Result from applying the function. """ return ray.get(self.workers[0].for_model.remote(fn))
[ "def", "for_model", "(", "self", ",", "fn", ")", ":", "return", "ray", ".", "get", "(", "self", ".", "workers", "[", "0", "]", ".", "for_model", ".", "remote", "(", "fn", ")", ")" ]
Apply the given function to a single model replica. Returns: Result from applying the function.
[ "Apply", "the", "given", "function", "to", "a", "single", "model", "replica", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/sgd.py#L152-L158
train
Apply the given function to a single model replica.
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(9514 - 9403) + '\x31' + chr(0b10 + 0o57) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(791 - 740) + '\062' + '\067', 40163 - 40155), ehT0Px3KOsy9(chr(48) + chr(5401 - 5290) + '\x32' + chr(0b11011 + 0o25), 54817 - 54809), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110 + 0o53), 0o10), ehT0Px3KOsy9(chr(543 - 495) + '\x6f' + chr(0b110000 + 0o7), 0o10), ehT0Px3KOsy9('\060' + chr(0b100110 + 0o111) + '\x32' + '\065' + chr(1634 - 1580), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2313 - 2264) + '\063' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110110) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(1923 - 1873) + chr(1144 - 1094), ord("\x08")), ehT0Px3KOsy9(chr(555 - 507) + chr(111) + '\062' + chr(514 - 461) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011011 + 0o24) + '\x32' + '\067' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\065' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(908 - 860) + '\x6f' + chr(0b110110), 34065 - 34057), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + chr(0b11111 + 0o26) + chr(0b1110 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + '\x32' + chr(0b110010) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110001) + '\062' + '\063', 29573 - 29565), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(162 - 113) + '\061' + chr(48), 8), ehT0Px3KOsy9(chr(1540 - 1492) + chr(0b1001000 + 0o47) + '\062' + chr(1639 - 1587) + chr(1199 - 1150), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\065' + '\066', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\066' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110111) + '\066', 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(3383 - 3272) + chr(0b110001) + chr(54) + chr(1959 - 1908), ord("\x08")), ehT0Px3KOsy9(chr(439 - 391) + chr(111) + '\x32' + chr(237 - 186) + chr(0b1 + 0o63), 18639 - 18631), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(0b110010) + chr(257 - 203) + chr(397 - 348), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3624 - 3513) + '\x31' + chr(0b110111) + chr(2537 - 2484), 12402 - 12394), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b0 + 0o157) + '\061' + chr(0b110110) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1101 + 0o46) + '\x36' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x33' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b110101) + '\063', 45192 - 45184), ehT0Px3KOsy9(chr(1891 - 1843) + chr(0b1101111) + chr(0b110001) + chr(0b110010) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\066', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110 + 0o53) + chr(49) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5645 - 5534) + chr(49) + chr(0b101101 + 0o6) + chr(0b10100 + 0o35), 8), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(0b100100 + 0o16) + chr(0b110011) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(2788 - 2677) + '\063' + chr(0b11 + 0o56) + chr(693 - 644), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\064' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1179 - 1130) + '\x34' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(55) + chr(0b100010 + 0o23), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2113 - 2060) + chr(1872 - 1824), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'f'), chr(0b1100100) + chr(10133 - 10032) + '\x63' + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(116) + '\x66' + '\x2d' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def TbeYFgPN6COf(oVre8I6UXc3b, wDsB9Ho570J9): return xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'/\xb2d'), chr(100) + chr(101) + '\143' + chr(111) + chr(100) + chr(8443 - 8342))(chr(0b1111 + 0o146) + chr(116) + '\x66' + '\055' + chr(0b110100 + 0o4)))(xafqLlk3kkUe(oVre8I6UXc3b.workers[ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110000), 0o10)].for_model, xafqLlk3kkUe(SXOLrMavuUCe(b':\xb2}ns\xcb'), chr(9718 - 9618) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1001111 + 0o25) + '\145')(chr(0b1110101 + 0o0) + chr(0b1110100) + chr(6434 - 6332) + chr(0b1010 + 0o43) + '\x38'))(wDsB9Ho570J9))
ray-project/ray
python/ray/experimental/sgd/sgd.py
DistributedSGD.step
def step(self, fetch_stats=False): """Run a single SGD step. Arguments: fetch_stats (bool): Whether to return stats from the step. This can slow down the computation by acting as a global barrier. """ if self.strategy == "ps": return _distributed_sgd_step( self.workers, self.ps_list, write_timeline=False, fetch_stats=fetch_stats) else: return _simple_sgd_step(self.workers)
python
def step(self, fetch_stats=False): """Run a single SGD step. Arguments: fetch_stats (bool): Whether to return stats from the step. This can slow down the computation by acting as a global barrier. """ if self.strategy == "ps": return _distributed_sgd_step( self.workers, self.ps_list, write_timeline=False, fetch_stats=fetch_stats) else: return _simple_sgd_step(self.workers)
[ "def", "step", "(", "self", ",", "fetch_stats", "=", "False", ")", ":", "if", "self", ".", "strategy", "==", "\"ps\"", ":", "return", "_distributed_sgd_step", "(", "self", ".", "workers", ",", "self", ".", "ps_list", ",", "write_timeline", "=", "False", ",", "fetch_stats", "=", "fetch_stats", ")", "else", ":", "return", "_simple_sgd_step", "(", "self", ".", "workers", ")" ]
Run a single SGD step. Arguments: fetch_stats (bool): Whether to return stats from the step. This can slow down the computation by acting as a global barrier.
[ "Run", "a", "single", "SGD", "step", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/sgd.py#L160-L174
train
Run a single SGD 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(0b110000) + chr(0b1100001 + 0o16) + chr(1872 - 1823), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8074 - 7963) + chr(0b1 + 0o63) + chr(151 - 101), 0o10), ehT0Px3KOsy9(chr(2165 - 2117) + chr(0b1010000 + 0o37) + chr(51) + chr(0b1100 + 0o47) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1761 - 1713) + chr(4997 - 4886) + '\063' + chr(0b100010 + 0o25) + '\066', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101110 + 0o1) + chr(0b110011) + '\x35' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b10111 + 0o35) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(0b110001) + '\x36' + chr(2610 - 2556), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + chr(642 - 588), 21749 - 21741), ehT0Px3KOsy9(chr(1078 - 1030) + chr(111) + chr(51) + chr(1378 - 1327) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1338 - 1227) + '\x31' + chr(761 - 712) + chr(0b10001 + 0o40), 4661 - 4653), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(339 - 288) + chr(0b111 + 0o55) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(968 - 915), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\065' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1011000 + 0o27) + '\062' + chr(48), 6626 - 6618), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(2553 - 2442) + '\062' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(431 - 320) + '\x33' + chr(0b1100 + 0o46) + chr(0b10000 + 0o41), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(51) + '\x31' + chr(1082 - 1031), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x31' + chr(0b110101), 37121 - 37113), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(51) + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + '\063' + chr(0b10000 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(2154 - 2106) + '\157' + chr(49) + '\067' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11011 + 0o26) + '\x37' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b100011 + 0o114) + '\061' + chr(0b0 + 0o67), 38456 - 38448), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110100) + chr(0b101000 + 0o15), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\065' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1857 - 1807) + '\064' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(1007 - 896) + '\x31' + chr(1292 - 1239) + chr(0b110100), 37891 - 37883), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(1255 - 1205) + chr(0b101001 + 0o12), 15625 - 15617), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\061' + chr(0b100001 + 0o23) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(8323 - 8212) + '\x31' + chr(0b110110) + chr(0b1100 + 0o45), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + '\x32' + chr(0b10001 + 0o44) + chr(0b101010 + 0o12), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110101) + chr(52), 8), ehT0Px3KOsy9(chr(0b110000) + chr(3583 - 3472) + '\x33' + chr(504 - 454) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b0 + 0o63) + chr(0b101111 + 0o3) + chr(0b111 + 0o56), 11682 - 11674), ehT0Px3KOsy9(chr(1470 - 1422) + chr(111) + '\061' + chr(0b1110 + 0o44) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b10100 + 0o36) + chr(53), 4151 - 4143), ehT0Px3KOsy9(chr(0b110000) + chr(1732 - 1621) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100100 + 0o113) + chr(0b110010) + chr(52) + chr(49), 0o10), ehT0Px3KOsy9(chr(1860 - 1812) + chr(0b1000110 + 0o51) + chr(51) + chr(0b100011 + 0o23) + chr(119 - 64), 38748 - 38740), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(1970 - 1919) + chr(54) + chr(55), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(521 - 473) + '\x6f' + chr(53) + chr(0b110000), 18112 - 18104)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'/'), chr(2228 - 2128) + chr(101) + chr(7592 - 7493) + chr(0b1100100 + 0o13) + chr(0b1100100) + chr(101))(chr(6791 - 6674) + '\x74' + chr(0b1100110) + '\x2d' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kDuFsAhEatcU(oVre8I6UXc3b, iPj1DG9Jbfwt=ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10100 + 0o34), 27995 - 27987)): if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'rV\xa9\x9f\x99\x01\x11O'), chr(0b111000 + 0o54) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b11100 + 0o110) + '\x65')('\x75' + chr(7030 - 6914) + '\x66' + chr(0b100000 + 0o15) + '\070')) == xafqLlk3kkUe(SXOLrMavuUCe(b'qQ'), chr(100) + chr(0b1100101) + chr(2808 - 2709) + chr(6401 - 6290) + '\x64' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b11111 + 0o107) + '\x2d' + chr(2944 - 2888)): return RDcrk7NFvVeo(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'UJ\xe2\xcc\xbf)\x1bY\xb8|\x97o'), chr(0b1100100) + chr(0b1100101) + chr(0b11010 + 0o111) + '\157' + chr(0b1100100) + chr(0b1000000 + 0o45))(chr(10768 - 10651) + chr(0b1110100) + chr(0b1100110) + chr(0b101101 + 0o0) + '\x38')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'qQ\x84\x92\x84\x17\x02'), chr(100) + '\x65' + chr(99) + chr(0b1101111) + '\144' + chr(6251 - 6150))(chr(0b1100111 + 0o16) + chr(0b1110100) + '\146' + chr(0b10000 + 0o35) + '\070')), write_timeline=ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000), 8), fetch_stats=iPj1DG9Jbfwt) else: return NAmTlY0yrwzs(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'UJ\xe2\xcc\xbf)\x1bY\xb8|\x97o'), chr(0b1100100) + chr(0b1010010 + 0o23) + chr(99) + chr(111) + chr(0b1100100) + chr(2400 - 2299))(chr(117) + chr(116) + chr(0b1001010 + 0o34) + '\055' + chr(0b10101 + 0o43))))
ray-project/ray
python/ray/experimental/serve/router/__init__.py
start_router
def start_router(router_class, router_name): """Wrapper for starting a router and register it. Args: router_class: The router class to instantiate. router_name: The name to give to the router. Returns: A handle to newly started router actor. """ handle = router_class.remote(router_name) ray.experimental.register_actor(router_name, handle) handle.start.remote() return handle
python
def start_router(router_class, router_name): """Wrapper for starting a router and register it. Args: router_class: The router class to instantiate. router_name: The name to give to the router. Returns: A handle to newly started router actor. """ handle = router_class.remote(router_name) ray.experimental.register_actor(router_name, handle) handle.start.remote() return handle
[ "def", "start_router", "(", "router_class", ",", "router_name", ")", ":", "handle", "=", "router_class", ".", "remote", "(", "router_name", ")", "ray", ".", "experimental", ".", "register_actor", "(", "router_name", ",", "handle", ")", "handle", ".", "start", ".", "remote", "(", ")", "return", "handle" ]
Wrapper for starting a router and register it. Args: router_class: The router class to instantiate. router_name: The name to give to the router. Returns: A handle to newly started router actor.
[ "Wrapper", "for", "starting", "a", "router", "and", "register", "it", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/serve/router/__init__.py#L10-L23
train
Wrapper for starting a router and register it.
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(645 - 597) + chr(0b1101111) + '\061' + chr(51) + '\x30', 4036 - 4028), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(526 - 472) + chr(874 - 826), 0o10), ehT0Px3KOsy9(chr(751 - 703) + chr(111) + '\062' + chr(0b1011 + 0o50) + chr(0b111 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(3788 - 3677) + chr(0b101000 + 0o11) + chr(612 - 562) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1156 - 1105) + chr(0b110001) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11270 - 11159) + chr(0b10010 + 0o45) + chr(1033 - 979), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(55) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\065' + chr(2461 - 2411), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110001) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x33' + chr(0b100001 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(102 - 54) + chr(111) + '\x33' + chr(49) + chr(0b110011), 38683 - 38675), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\067' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\061' + chr(0b110001), 25491 - 25483), ehT0Px3KOsy9(chr(2164 - 2116) + chr(0b1101111) + chr(0b110001) + chr(55) + chr(591 - 537), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(55) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1489 - 1441) + chr(9830 - 9719) + '\x32' + chr(899 - 850) + chr(112 - 59), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10001 + 0o42) + chr(2142 - 2090), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x36' + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b10101 + 0o35) + chr(0b110111), 50027 - 50019), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(2044 - 1994) + '\065', 38752 - 38744), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x37' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(50) + chr(2759 - 2706), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + chr(2055 - 2005) + chr(1394 - 1345) + chr(0b110000), 58077 - 58069), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\x32' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(970 - 920) + chr(1699 - 1648) + chr(55), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(53) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(932 - 884) + chr(0b1101111) + chr(49) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110000 + 0o0) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2644 - 2589) + chr(2522 - 2467), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11101 + 0o24) + chr(48) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10010 + 0o37) + chr(0b101011 + 0o13) + chr(0b0 + 0o63), 20433 - 20425), ehT0Px3KOsy9(chr(1829 - 1781) + chr(111) + '\x31' + chr(2833 - 2779) + chr(0b10001 + 0o45), 25785 - 25777), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(109 - 58) + '\065' + '\061', 35838 - 35830), ehT0Px3KOsy9('\x30' + '\157' + '\x36' + chr(0b10110 + 0o37), 0o10), ehT0Px3KOsy9(chr(2062 - 2014) + chr(111) + chr(1000 - 950) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(50) + '\067' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100101 + 0o14) + chr(2335 - 2283), 35169 - 35161)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(698 - 587) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'v'), chr(0b1100100) + '\145' + chr(7022 - 6923) + chr(0b111000 + 0o67) + chr(2515 - 2415) + chr(101))(chr(8908 - 8791) + chr(0b1110100) + '\146' + chr(96 - 51) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def VnB0BZgHzrxF(L7_0EWl1we_M, Yk7Wd4Fl8B5L): SxTuMqFZdzZx = L7_0EWl1we_M.remote(Yk7Wd4Fl8B5L) xafqLlk3kkUe(H9zaXRrGK6Cq.experimental, xafqLlk3kkUe(SXOLrMavuUCe(b'*\xd5\xf8<\xb9J\x9f\x98X\xea\xfb\xbf\x13;'), chr(0b10000 + 0o124) + '\x65' + '\143' + '\x6f' + '\144' + '\x65')(chr(0b1010011 + 0o42) + chr(116) + '\x66' + chr(45) + chr(56)))(Yk7Wd4Fl8B5L, SxTuMqFZdzZx) xafqLlk3kkUe(SxTuMqFZdzZx.start, xafqLlk3kkUe(SXOLrMavuUCe(b'*\xd5\xf2:\xbe['), '\144' + '\145' + '\143' + chr(111) + chr(0b1000100 + 0o40) + chr(0b1000000 + 0o45))(chr(7650 - 7533) + chr(0b1110100) + chr(0b1111 + 0o127) + chr(0b101101) + chr(0b11010 + 0o36)))() return SxTuMqFZdzZx
ray-project/ray
python/ray/tune/automl/search_space.py
SearchSpace.generate_random_one_hot_encoding
def generate_random_one_hot_encoding(self): """Returns a list of one-hot encodings for all parameters. 1 one-hot np.array for 1 parameter, and the 1's place is randomly chosen. """ encoding = [] for ps in self.param_list: one_hot = np.zeros(ps.choices_count()) choice = random.randrange(ps.choices_count()) one_hot[choice] = 1 encoding.append(one_hot) return encoding
python
def generate_random_one_hot_encoding(self): """Returns a list of one-hot encodings for all parameters. 1 one-hot np.array for 1 parameter, and the 1's place is randomly chosen. """ encoding = [] for ps in self.param_list: one_hot = np.zeros(ps.choices_count()) choice = random.randrange(ps.choices_count()) one_hot[choice] = 1 encoding.append(one_hot) return encoding
[ "def", "generate_random_one_hot_encoding", "(", "self", ")", ":", "encoding", "=", "[", "]", "for", "ps", "in", "self", ".", "param_list", ":", "one_hot", "=", "np", ".", "zeros", "(", "ps", ".", "choices_count", "(", ")", ")", "choice", "=", "random", ".", "randrange", "(", "ps", ".", "choices_count", "(", ")", ")", "one_hot", "[", "choice", "]", "=", "1", "encoding", ".", "append", "(", "one_hot", ")", "return", "encoding" ]
Returns a list of one-hot encodings for all parameters. 1 one-hot np.array for 1 parameter, and the 1's place is randomly chosen.
[ "Returns", "a", "list", "of", "one", "-", "hot", "encodings", "for", "all", "parameters", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automl/search_space.py#L153-L165
train
Returns a list of one - hot np. array for all parameters.
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(0b110011) + '\066' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10111 + 0o34) + chr(0b110110) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1848 - 1800) + chr(111) + chr(0b11000 + 0o32) + chr(0b110111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\x35' + chr(0b10110 + 0o33), 19333 - 19325), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(1150 - 1039) + '\063' + '\x33' + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b100010 + 0o22) + chr(0b110001 + 0o5), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b1 + 0o64) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b110101) + '\x30', 62910 - 62902), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(1091 - 1040) + chr(1377 - 1325), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + chr(51) + '\x35' + chr(54), 60630 - 60622), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(0b1110 + 0o45) + chr(0b10001 + 0o43) + chr(0b110000), 58757 - 58749), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x36' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(48) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1986 - 1938) + chr(0b1010000 + 0o37) + '\x33' + chr(0b1100 + 0o47) + chr(50), 8), ehT0Px3KOsy9(chr(1098 - 1050) + chr(0b1011000 + 0o27) + chr(50) + chr(0b11011 + 0o27), 14943 - 14935), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\060' + chr(2699 - 2644), 4829 - 4821), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100111 + 0o10) + '\061' + '\064' + chr(430 - 379), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001 + 0o0) + chr(1044 - 996) + chr(0b10110 + 0o36), 29054 - 29046), ehT0Px3KOsy9('\060' + chr(7130 - 7019) + chr(0b10010 + 0o40) + chr(51) + chr(2761 - 2708), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1865 - 1754) + '\x33' + '\x31' + chr(1929 - 1881), 17225 - 17217), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\x34' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(482 - 428) + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(5261 - 5150) + chr(0b111 + 0o54) + '\x32' + '\x32', 61054 - 61046), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x37' + '\065', 44554 - 44546), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(0b11001 + 0o31) + '\065' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1702 - 1654) + '\157' + chr(0b110011) + chr(0b110011) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9676 - 9565) + chr(51) + chr(0b111 + 0o51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x34' + chr(54), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1835 - 1784) + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1933 - 1883) + chr(0b1001 + 0o47) + chr(55), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(971 - 921) + chr(0b10011 + 0o37), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4075 - 3964) + '\063' + '\065', 24390 - 24382), ehT0Px3KOsy9(chr(658 - 610) + '\157' + chr(0b110001) + '\063' + chr(50), 19050 - 19042), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(1642 - 1531) + chr(1272 - 1222) + chr(0b101010 + 0o7) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1508 - 1460) + '\x6f' + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b0 + 0o61) + '\x30' + chr(0b1011 + 0o45), 35882 - 35874)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + '\x35' + chr(2235 - 2187), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd'), chr(0b1100100) + '\145' + '\143' + chr(111) + chr(0b1010 + 0o132) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nVIKDuE0uQtr(oVre8I6UXc3b): _pPd9lb_XZ4K = [] for ZHRQMbqSJ1vg in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x90\xcf\x08\xb7\xf9\xc7\x81/@'), chr(100) + chr(101) + chr(99) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + '\x66' + '\x2d' + '\070')): Hq3fv4Yp0EhD = WqUC3KWvYVup.zeros(ZHRQMbqSJ1vg.choices_count()) _mOrzrF5FQXN = drxw09AdRdci.randrange(ZHRQMbqSJ1vg.choices_count()) Hq3fv4Yp0EhD[_mOrzrF5FQXN] = ehT0Px3KOsy9(chr(2127 - 2079) + chr(0b1000001 + 0o56) + chr(0b110001 + 0o0), ord("\x08")) xafqLlk3kkUe(_pPd9lb_XZ4K, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x81\xcd\x0c\xb4\xc2'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(9080 - 8969) + '\x64' + '\145')('\x75' + chr(9826 - 9710) + chr(102) + chr(45) + '\070'))(Hq3fv4Yp0EhD) return _pPd9lb_XZ4K
ray-project/ray
python/ray/tune/automl/search_space.py
SearchSpace.apply_one_hot_encoding
def apply_one_hot_encoding(self, one_hot_encoding): """Apply one hot encoding to generate a specific config. Arguments: one_hot_encoding (list): A list of one hot encodings, 1 for each parameter. The shape of each encoding should match that ``ParameterSpace`` Returns: A dict config with specific <name, value> pair """ config = {} for ps, one_hot in zip(self.param_list, one_hot_encoding): index = np.argmax(one_hot) config[ps.name] = ps.choices[index] return config
python
def apply_one_hot_encoding(self, one_hot_encoding): """Apply one hot encoding to generate a specific config. Arguments: one_hot_encoding (list): A list of one hot encodings, 1 for each parameter. The shape of each encoding should match that ``ParameterSpace`` Returns: A dict config with specific <name, value> pair """ config = {} for ps, one_hot in zip(self.param_list, one_hot_encoding): index = np.argmax(one_hot) config[ps.name] = ps.choices[index] return config
[ "def", "apply_one_hot_encoding", "(", "self", ",", "one_hot_encoding", ")", ":", "config", "=", "{", "}", "for", "ps", ",", "one_hot", "in", "zip", "(", "self", ".", "param_list", ",", "one_hot_encoding", ")", ":", "index", "=", "np", ".", "argmax", "(", "one_hot", ")", "config", "[", "ps", ".", "name", "]", "=", "ps", ".", "choices", "[", "index", "]", "return", "config" ]
Apply one hot encoding to generate a specific config. Arguments: one_hot_encoding (list): A list of one hot encodings, 1 for each parameter. The shape of each encoding should match that ``ParameterSpace`` Returns: A dict config with specific <name, value> pair
[ "Apply", "one", "hot", "encoding", "to", "generate", "a", "specific", "config", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automl/search_space.py#L167-L183
train
Applies one hot encoding to generate a specific config.
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(0b10101 + 0o33) + chr(0b1101111) + '\x32' + chr(0b1110 + 0o51) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b110001) + chr(0b11110 + 0o30) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1329 - 1278) + chr(0b110111) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b1100 + 0o50) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\067', 16906 - 16898), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(378 - 329) + '\x33' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\064' + chr(0b110011), 59433 - 59425), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(0b100 + 0o62) + chr(1634 - 1584), 47403 - 47395), ehT0Px3KOsy9(chr(1162 - 1114) + chr(1662 - 1551) + '\061' + '\064' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10127 - 10016) + chr(50) + '\065' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1 + 0o61) + '\x32', 9533 - 9525), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x31' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + '\061' + chr(568 - 514) + chr(0b101000 + 0o11), 0o10), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + '\062' + chr(51), 62229 - 62221), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + '\x31' + chr(0b110001) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\064' + chr(2184 - 2134), 0o10), ehT0Px3KOsy9(chr(1011 - 963) + chr(2224 - 2113) + '\x36' + '\x31', 55178 - 55170), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(2222 - 2174) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b11 + 0o56) + chr(1757 - 1702), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b111 + 0o52) + chr(0b10011 + 0o35) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(817 - 763) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(701 - 653) + '\157' + chr(818 - 768) + chr(0b110101) + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + chr(0b1000011 + 0o54) + chr(2089 - 2038) + chr(0b11001 + 0o35) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + chr(0b110101) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1286 - 1237) + chr(0b1100 + 0o52) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(10217 - 10106) + chr(1717 - 1668) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(7143 - 7032) + '\x32' + chr(54), 24265 - 24257), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(395 - 346) + chr(1227 - 1176) + chr(50), 0o10), ehT0Px3KOsy9(chr(1165 - 1117) + chr(111) + chr(50) + chr(2209 - 2154) + chr(0b1 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11 + 0o57) + chr(0b110100) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8450 - 8339) + chr(1856 - 1807) + chr(319 - 270) + chr(52), 0o10), ehT0Px3KOsy9(chr(207 - 159) + chr(9359 - 9248) + chr(0b1101 + 0o46) + chr(674 - 621) + '\x32', 26013 - 26005), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x32' + '\067', 0b1000), ehT0Px3KOsy9(chr(1491 - 1443) + chr(11890 - 11779) + chr(0b11 + 0o57) + '\067' + chr(0b100010 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1010 + 0o51) + '\066' + chr(1685 - 1630), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(55) + '\063', 7339 - 7331), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2059 - 2010) + chr(0b110000) + chr(0b110110), 47829 - 47821), ehT0Px3KOsy9(chr(677 - 629) + chr(0b11010 + 0o125) + chr(0b110011) + chr(2764 - 2711) + chr(0b10000 + 0o43), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1233 - 1180) + chr(48), 14839 - 14831)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x92'), chr(0b101011 + 0o71) + '\x65' + chr(1192 - 1093) + chr(0b1001110 + 0o41) + chr(5426 - 5326) + chr(0b100011 + 0o102))(chr(0b1011110 + 0o27) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(2553 - 2497)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nP8gvTtFtKdZ(oVre8I6UXc3b, oXMYvE04fJmw): jAj7S20Ct06o = {} for (ZHRQMbqSJ1vg, Hq3fv4Yp0EhD) in pZ0NK2y6HRbn(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x17\x8b\xc4b\x01\xcf[\x16\xd9'), chr(0b11000 + 0o114) + chr(7954 - 7853) + chr(8203 - 8104) + chr(111) + '\x64' + '\x65')('\x75' + chr(11631 - 11515) + chr(0b1011011 + 0o13) + chr(0b101101) + chr(2902 - 2846))), oXMYvE04fJmw): XdowRbJKZWL9 = WqUC3KWvYVup.ZVhyXLrjMqpt(Hq3fv4Yp0EhD) jAj7S20Ct06o[ZHRQMbqSJ1vg.AIvJRzLdDfgF] = ZHRQMbqSJ1vg.choices[XdowRbJKZWL9] return jAj7S20Ct06o
ray-project/ray
python/ray/tune/util.py
pin_in_object_store
def pin_in_object_store(obj): """Pin an object in the object store. It will be available as long as the pinning process is alive. The pinned object can be retrieved by calling get_pinned_object on the identifier returned by this call. """ obj_id = ray.put(_to_pinnable(obj)) _pinned_objects.append(ray.get(obj_id)) return "{}{}".format(PINNED_OBJECT_PREFIX, base64.b64encode(obj_id.binary()).decode("utf-8"))
python
def pin_in_object_store(obj): """Pin an object in the object store. It will be available as long as the pinning process is alive. The pinned object can be retrieved by calling get_pinned_object on the identifier returned by this call. """ obj_id = ray.put(_to_pinnable(obj)) _pinned_objects.append(ray.get(obj_id)) return "{}{}".format(PINNED_OBJECT_PREFIX, base64.b64encode(obj_id.binary()).decode("utf-8"))
[ "def", "pin_in_object_store", "(", "obj", ")", ":", "obj_id", "=", "ray", ".", "put", "(", "_to_pinnable", "(", "obj", ")", ")", "_pinned_objects", ".", "append", "(", "ray", ".", "get", "(", "obj_id", ")", ")", "return", "\"{}{}\"", ".", "format", "(", "PINNED_OBJECT_PREFIX", ",", "base64", ".", "b64encode", "(", "obj_id", ".", "binary", "(", ")", ")", ".", "decode", "(", "\"utf-8\"", ")", ")" ]
Pin an object in the object store. It will be available as long as the pinning process is alive. The pinned object can be retrieved by calling get_pinned_object on the identifier returned by this call.
[ "Pin", "an", "object", "in", "the", "object", "store", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/util.py#L19-L30
train
Pin an object in the object store.
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(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b0 + 0o62) + chr(1860 - 1812) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + chr(0b110011) + chr(0b110000) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(52) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1107 - 1058) + chr(0b110110) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(62 - 10) + chr(2012 - 1961), 21581 - 21573), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(1586 - 1537) + chr(0b110011), 10845 - 10837), ehT0Px3KOsy9('\060' + chr(11443 - 11332) + chr(50) + chr(0b10010 + 0o42) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(749 - 696) + chr(53), 59762 - 59754), ehT0Px3KOsy9('\060' + chr(2207 - 2096) + '\063' + '\067' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\066' + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110010 + 0o0) + chr(55) + chr(0b100 + 0o62), 0b1000), ehT0Px3KOsy9('\060' + chr(7754 - 7643) + chr(0b100010 + 0o25) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(2600 - 2548) + chr(978 - 930), 0o10), ehT0Px3KOsy9(chr(303 - 255) + '\x6f' + '\064' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(463 - 415) + chr(0b1101011 + 0o4) + chr(2423 - 2372) + chr(0b1 + 0o61) + chr(632 - 584), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(53) + '\060', 55682 - 55674), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b100111 + 0o17), 0b1000), ehT0Px3KOsy9('\x30' + chr(1740 - 1629) + chr(0b110011) + '\x30' + '\x35', 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\062' + chr(0b110100) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(49) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(4016 - 3905) + chr(0b110011) + chr(55) + chr(231 - 178), 0b1000), ehT0Px3KOsy9('\060' + chr(11484 - 11373) + chr(0b110010) + chr(1173 - 1124) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x31' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001100 + 0o43) + chr(0b110001) + '\x32' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + '\061' + chr(0b101101 + 0o4) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1940 - 1890) + chr(0b110010) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1844 - 1793) + chr(0b101111 + 0o4) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + chr(51) + '\063' + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b100010 + 0o24) + chr(51), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1100 + 0o46) + chr(2461 - 2407) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1862 - 1812) + '\x34' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(11977 - 11866) + chr(50) + chr(1073 - 1024), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b1101 + 0o44) + '\x32', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b11010 + 0o35) + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(550 - 499) + chr(344 - 295), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5814 - 5703) + '\x33' + chr(0b100001 + 0o24) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\062' + '\x34' + '\066', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'>'), '\144' + chr(682 - 581) + chr(8921 - 8822) + chr(111) + chr(4185 - 4085) + chr(101))('\x75' + chr(0b1110100) + chr(0b1000001 + 0o45) + chr(0b101101) + chr(0b11110 + 0o32)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def yiElto3FJ0HO(mDuDykdz0pcm): id23nrfuEPKY = H9zaXRrGK6Cq.put(qQwqkwNjtoEk(mDuDykdz0pcm)) xafqLlk3kkUe(O5YnhJSoDWV0, xafqLlk3kkUe(SXOLrMavuUCe(b'q\xf7~\xa0\xc9\x12'), chr(3826 - 3726) + chr(0b1100101) + chr(99) + '\157' + chr(9591 - 9491) + chr(0b111 + 0o136))('\165' + chr(116) + '\x66' + chr(0b101101) + chr(234 - 178)))(xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'w\xe2z'), chr(0b1100010 + 0o2) + chr(0b1100101) + chr(99) + '\157' + '\x64' + chr(0b1100101))(chr(10537 - 10420) + '\164' + chr(0b110110 + 0o60) + chr(0b101101) + chr(56)))(id23nrfuEPKY)) return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'k\xfau\xb8'), chr(0b1100100) + chr(0b1100101) + chr(9630 - 9531) + chr(0b1010001 + 0o36) + chr(9024 - 8924) + '\145')(chr(0b1110010 + 0o3) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'F\xb3|\xaa\xef\x170\xf8\xf2]\x99\x19'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1100 + 0o151) + chr(116) + chr(0b1010101 + 0o21) + chr(981 - 936) + chr(0b111000)))(Mo7begMXBcMm, xafqLlk3kkUe(w4uTFQps09Ty.b64encode(id23nrfuEPKY.binary()), chr(0b1100100) + '\145' + chr(0b1001 + 0o132) + '\x6f' + '\144' + '\145')(xafqLlk3kkUe(SXOLrMavuUCe(b'e\xf3h\xe8\x9f'), chr(5697 - 5597) + '\145' + '\143' + chr(0b1101111) + chr(5892 - 5792) + chr(101))('\x75' + '\x74' + chr(0b1000100 + 0o42) + chr(0b101101) + '\070')))
ray-project/ray
python/ray/tune/util.py
get_pinned_object
def get_pinned_object(pinned_id): """Retrieve a pinned object from the object store.""" from ray import ObjectID return _from_pinnable( ray.get( ObjectID(base64.b64decode(pinned_id[len(PINNED_OBJECT_PREFIX):]))))
python
def get_pinned_object(pinned_id): """Retrieve a pinned object from the object store.""" from ray import ObjectID return _from_pinnable( ray.get( ObjectID(base64.b64decode(pinned_id[len(PINNED_OBJECT_PREFIX):]))))
[ "def", "get_pinned_object", "(", "pinned_id", ")", ":", "from", "ray", "import", "ObjectID", "return", "_from_pinnable", "(", "ray", ".", "get", "(", "ObjectID", "(", "base64", ".", "b64decode", "(", "pinned_id", "[", "len", "(", "PINNED_OBJECT_PREFIX", ")", ":", "]", ")", ")", ")", ")" ]
Retrieve a pinned object from the object store.
[ "Retrieve", "a", "pinned", "object", "from", "the", "object", "store", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/util.py#L33-L40
train
Retrieve a pinned object from the object store.
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(594 - 546) + chr(0b101001 + 0o106) + '\062' + chr(0b11011 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1502 - 1451) + chr(55) + chr(827 - 774), 0b1000), ehT0Px3KOsy9('\x30' + chr(4914 - 4803) + '\x33' + '\x33' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110101) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x37' + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1928 - 1875) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1289 - 1241) + '\157' + chr(53) + chr(0b110110), 29984 - 29976), ehT0Px3KOsy9('\x30' + '\157' + chr(2144 - 2094) + chr(50) + chr(0b10 + 0o57), 3975 - 3967), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1133 - 1082) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5768 - 5657) + chr(0b110011) + chr(0b10 + 0o62) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(2281 - 2226) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1122 - 1071) + chr(0b110100) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b110011) + '\061' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x30' + chr(0b101110 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(294 - 246) + chr(0b11110 + 0o121) + chr(0b11001 + 0o31) + chr(50) + chr(52), 43974 - 43966), ehT0Px3KOsy9(chr(1778 - 1730) + chr(0b1101111) + '\062' + chr(51) + chr(0b110010 + 0o1), 42572 - 42564), ehT0Px3KOsy9('\060' + chr(4807 - 4696) + '\x32' + chr(1710 - 1657) + '\064', 57138 - 57130), ehT0Px3KOsy9(chr(2126 - 2078) + chr(0b1101111) + '\061' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(7915 - 7804) + '\067' + chr(2255 - 2206), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + chr(2385 - 2334) + chr(0b10100 + 0o34) + chr(0b11101 + 0o27), 50699 - 50691), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(54) + chr(0b1100 + 0o47), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110111), 29251 - 29243), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x34' + chr(0b1101 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\x33' + chr(0b10000 + 0o44) + chr(605 - 553), 0b1000), ehT0Px3KOsy9(chr(245 - 197) + '\157' + chr(0b101100 + 0o7) + chr(2159 - 2106) + chr(52), 0b1000), ehT0Px3KOsy9(chr(1933 - 1885) + '\157' + chr(0b110010) + chr(1886 - 1835), ord("\x08")), ehT0Px3KOsy9(chr(1084 - 1036) + '\157' + '\062' + chr(0b1011 + 0o53) + chr(0b10011 + 0o40), 8), ehT0Px3KOsy9('\x30' + chr(9703 - 9592) + chr(49) + chr(0b110000) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(462 - 412) + chr(0b100011 + 0o23) + chr(2277 - 2229), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1507 - 1457) + chr(0b110110) + chr(0b110010 + 0o5), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2566 - 2455) + chr(234 - 184) + '\060' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101 + 0o54) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b1000 + 0o55) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b101101 + 0o5) + chr(48) + '\067', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b111 + 0o53) + chr(826 - 774), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b110010) + chr(49) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(52) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11101 + 0o122) + chr(0b10 + 0o60) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(390 - 337) + chr(0b110100), 13600 - 13592)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001 + 0o4) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'9'), chr(0b1100100) + chr(9755 - 9654) + '\143' + chr(111) + chr(0b10101 + 0o117) + chr(0b1001101 + 0o30))(chr(0b100010 + 0o123) + chr(116) + chr(2132 - 2030) + '\055' + chr(433 - 377)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def t3sUikJw_jgB(BZokI0rm9PYU): (O_W8KG047Mor,) = (xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'e\x9c\xa6'), chr(100) + chr(0b1000111 + 0o36) + chr(0b1100011) + chr(2262 - 2151) + '\x64' + chr(0b111110 + 0o47))('\x75' + '\164' + chr(3821 - 3719) + '\x2d' + chr(2270 - 2214)), xafqLlk3kkUe(SXOLrMavuUCe(b'X\x9f\xb5\x8e\\_g\xd5'), chr(100) + chr(0b1100101) + chr(5296 - 5197) + '\x6f' + chr(4561 - 4461) + '\x65')(chr(0b11101 + 0o130) + '\x74' + '\x66' + '\055' + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'X\x9f\xb5\x8e\\_g\xd5'), '\144' + '\145' + chr(0b1100011) + chr(0b1000100 + 0o53) + chr(5903 - 5803) + '\x65')(chr(0b1000100 + 0o61) + '\x74' + '\x66' + chr(0b101101) + '\070')),) return KeSOyEHgrEZT(xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'p\x98\xab'), '\x64' + '\x65' + chr(0b1010100 + 0o17) + chr(8369 - 8258) + chr(0b1100100) + chr(101))(chr(2302 - 2185) + chr(116) + chr(2088 - 1986) + '\x2d' + chr(61 - 5)))(O_W8KG047Mor(xafqLlk3kkUe(w4uTFQps09Ty, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xcb\xeb\x8fZHA\xf5y'), chr(0b1100100) + chr(1632 - 1531) + chr(0b1000000 + 0o43) + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(0b111 + 0o155) + chr(0b1001 + 0o135) + chr(45) + chr(359 - 303)))(BZokI0rm9PYU[c2A0yzQpDQB3(Mo7begMXBcMm):]))))
ray-project/ray
python/ray/tune/util.py
merge_dicts
def merge_dicts(d1, d2): """Returns a new dict that is d1 and d2 deep merged.""" merged = copy.deepcopy(d1) deep_update(merged, d2, True, []) return merged
python
def merge_dicts(d1, d2): """Returns a new dict that is d1 and d2 deep merged.""" merged = copy.deepcopy(d1) deep_update(merged, d2, True, []) return merged
[ "def", "merge_dicts", "(", "d1", ",", "d2", ")", ":", "merged", "=", "copy", ".", "deepcopy", "(", "d1", ")", "deep_update", "(", "merged", ",", "d2", ",", "True", ",", "[", "]", ")", "return", "merged" ]
Returns a new dict that is d1 and d2 deep merged.
[ "Returns", "a", "new", "dict", "that", "is", "d1", "and", "d2", "deep", "merged", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/util.py#L65-L69
train
Returns a new dict that is d1 and d2 deep merged.
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(7063 - 6952) + chr(0b11101 + 0o25) + chr(0b110101) + chr(432 - 377), 56313 - 56305), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\x31' + '\061' + chr(0b11000 + 0o36), 12919 - 12911), ehT0Px3KOsy9(chr(2013 - 1965) + '\157' + '\062' + chr(50) + chr(0b101001 + 0o7), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(50) + chr(52), 0o10), ehT0Px3KOsy9(chr(496 - 448) + '\x6f' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(2023 - 1975) + chr(111) + chr(0b110011) + '\x36' + chr(1158 - 1109), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b11100 + 0o123) + '\062' + '\x31' + chr(0b100010 + 0o24), 9605 - 9597), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\066' + chr(0b1001 + 0o55), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110000) + chr(0b11001 + 0o31), 0o10), ehT0Px3KOsy9(chr(1342 - 1294) + '\x6f' + chr(0b101111 + 0o2) + chr(94 - 43) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10280 - 10169) + chr(0b110011) + chr(0b101110 + 0o2) + '\061', 0o10), ehT0Px3KOsy9(chr(93 - 45) + chr(111) + '\x32' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\061' + '\065' + chr(954 - 901), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x36' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\062' + '\x33', 51779 - 51771), ehT0Px3KOsy9(chr(0b110000) + chr(4374 - 4263) + '\061' + chr(2182 - 2128) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101101 + 0o2) + chr(49) + '\067' + chr(0b1 + 0o57), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b110010) + '\x34' + chr(0b1001 + 0o51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\060' + chr(0b11001 + 0o36), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(1120 - 1070) + '\x30' + chr(259 - 209), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11 + 0o154) + chr(630 - 581) + chr(0b110110 + 0o0) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + chr(51) + chr(685 - 630) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b11100 + 0o26) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + chr(1411 - 1360) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(1193 - 1145) + chr(50), 0b1000), ehT0Px3KOsy9(chr(176 - 128) + '\x6f' + chr(0b1000 + 0o53) + chr(54) + chr(0b101000 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + '\x33' + '\x30' + chr(0b100111 + 0o14), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(1048 - 997) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1827 - 1777) + chr(51) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(6710 - 6599) + '\x33' + '\066' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x33' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(594 - 544) + '\065' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(11577 - 11466) + chr(0b110010) + '\064' + '\063', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b10001 + 0o44) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6815 - 6704) + chr(409 - 359) + chr(48) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1219 - 1171) + chr(0b1100010 + 0o15) + chr(678 - 628) + chr(55) + chr(0b11100 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b11 + 0o64) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\060' + '\064', 49102 - 49094)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2276 - 2228) + chr(10732 - 10621) + '\x35' + chr(0b110000 + 0o0), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x81'), chr(100) + '\x65' + chr(7356 - 7257) + chr(111) + chr(0b111000 + 0o54) + chr(101))('\x75' + '\164' + chr(7915 - 7813) + '\055' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Mc21yxXumDYo(tENsTyQHEJlq, oaWjI9ziMA4V): dEDdb0D1WnBU = igThHS4jwVsa.deepcopy(tENsTyQHEJlq) NpygkpinxNTp(dEDdb0D1WnBU, oaWjI9ziMA4V, ehT0Px3KOsy9('\x30' + '\x6f' + '\x31', ord("\x08")), []) return dEDdb0D1WnBU
ray-project/ray
python/ray/tune/util.py
deep_update
def deep_update(original, new_dict, new_keys_allowed, whitelist): """Updates original dict with values from new_dict recursively. If new key is introduced in new_dict, then if new_keys_allowed is not True, an error will be thrown. Further, for sub-dicts, if the key is in the whitelist, then new subkeys can be introduced. Args: original (dict): Dictionary with default values. new_dict (dict): Dictionary with values to be updated new_keys_allowed (bool): Whether new keys are allowed. whitelist (list): List of keys that correspond to dict values where new subkeys can be introduced. This is only at the top level. """ for k, value in new_dict.items(): if k not in original: if not new_keys_allowed: raise Exception("Unknown config parameter `{}` ".format(k)) if isinstance(original.get(k), dict): if k in whitelist: deep_update(original[k], value, True, []) else: deep_update(original[k], value, new_keys_allowed, []) else: original[k] = value return original
python
def deep_update(original, new_dict, new_keys_allowed, whitelist): """Updates original dict with values from new_dict recursively. If new key is introduced in new_dict, then if new_keys_allowed is not True, an error will be thrown. Further, for sub-dicts, if the key is in the whitelist, then new subkeys can be introduced. Args: original (dict): Dictionary with default values. new_dict (dict): Dictionary with values to be updated new_keys_allowed (bool): Whether new keys are allowed. whitelist (list): List of keys that correspond to dict values where new subkeys can be introduced. This is only at the top level. """ for k, value in new_dict.items(): if k not in original: if not new_keys_allowed: raise Exception("Unknown config parameter `{}` ".format(k)) if isinstance(original.get(k), dict): if k in whitelist: deep_update(original[k], value, True, []) else: deep_update(original[k], value, new_keys_allowed, []) else: original[k] = value return original
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Updates original dict with values from new_dict recursively. If new key is introduced in new_dict, then if new_keys_allowed is not True, an error will be thrown. Further, for sub-dicts, if the key is in the whitelist, then new subkeys can be introduced. Args: original (dict): Dictionary with default values. new_dict (dict): Dictionary with values to be updated new_keys_allowed (bool): Whether new keys are allowed. whitelist (list): List of keys that correspond to dict values where new subkeys can be introduced. This is only at the top level.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/util.py#L72-L97
train
Updates original dict with values from new_dict recursively.
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(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(2248 - 2200) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b1111 + 0o44) + chr(0b1100 + 0o45) + '\065', 60987 - 60979), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101 + 0o142) + chr(316 - 261) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111 + 0o0) + chr(51) + chr(352 - 297) + chr(55), 46619 - 46611), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1378 - 1325) + '\x36', 12518 - 12510), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\067' + chr(1831 - 1779), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(102 - 51) + chr(48) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110100) + chr(0b11 + 0o61), 0o10), ehT0Px3KOsy9(chr(1882 - 1834) + chr(0b1000000 + 0o57) + chr(228 - 178) + '\x31' + '\x30', 2559 - 2551), ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + '\067', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(1127 - 1077) + '\067' + chr(721 - 668), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110100) + chr(1688 - 1636), 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b111010 + 0o65) + '\062' + chr(0b101111 + 0o3), 0o10), ehT0Px3KOsy9(chr(2126 - 2078) + '\x6f' + chr(742 - 691) + '\063' + chr(1258 - 1209), 0o10), ehT0Px3KOsy9(chr(2237 - 2189) + chr(111) + chr(50) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(6251 - 6140) + chr(1041 - 992) + '\x36' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + chr(50) + '\x33' + '\x33', 0b1000), ehT0Px3KOsy9(chr(135 - 87) + chr(0b1100 + 0o143) + chr(0b110001) + chr(0b110001) + chr(0b110000), 36702 - 36694), ehT0Px3KOsy9('\060' + chr(111) + chr(55) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\066' + chr(1358 - 1309), 57984 - 57976), ehT0Px3KOsy9('\x30' + '\157' + '\066' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101110 + 0o4) + '\066' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6739 - 6628) + chr(55) + chr(2527 - 2472), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(0b110111) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + chr(6755 - 6644) + chr(50) + chr(0b101111 + 0o4) + chr(0b10111 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(50) + '\061' + '\x33', 39372 - 39364), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\065' + chr(0b11110 + 0o25), 18413 - 18405), ehT0Px3KOsy9('\x30' + chr(111) + chr(1628 - 1578) + chr(49) + chr(52), 0o10), ehT0Px3KOsy9(chr(1307 - 1259) + '\x6f' + chr(54) + chr(1581 - 1532), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\063' + chr(0b110010), 8835 - 8827), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1010010 + 0o35) + chr(51) + chr(1531 - 1476) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(49) + chr(1724 - 1674) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101 + 0o56) + '\065' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(867 - 819) + chr(0b111011 + 0o64) + '\062' + chr(0b110110) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110111) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\067' + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1868 - 1820) + chr(111) + chr(1321 - 1271) + chr(0b110 + 0o55) + '\x34', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2087 - 2039) + '\x6f' + '\x35' + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'.'), chr(0b1100100) + chr(0b1100101) + chr(0b1010 + 0o131) + '\157' + '\x64' + chr(449 - 348))('\165' + chr(0b1110100) + chr(0b10010 + 0o124) + chr(1945 - 1900) + chr(877 - 821)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def NpygkpinxNTp(cmfI1NB6z0Au, wxrNnBrpjfoz, qJ9JceWdT_Y1, vQMz_tSTcG4O): for (OolUPRJhRaJd, QmmgWUB13VCJ) in xafqLlk3kkUe(wxrNnBrpjfoz, xafqLlk3kkUe(SXOLrMavuUCe(b'N9\xbb[\xb6tO@\xaa7\xc0>'), chr(0b101100 + 0o70) + '\145' + '\143' + '\x6f' + '\144' + '\145')(chr(117) + chr(0b1110011 + 0o1) + '\x66' + '\x2d' + chr(56)))(): if OolUPRJhRaJd not in cmfI1NB6z0Au: if not qJ9JceWdT_Y1: raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'U-\xa6P\x90Y\x12)\xa5\x0b\xe6a\xd4\x032\xa9p\x03\xfa%X\x85V\xc6\x1f]\xe4\xf6\x8b\xac'), chr(0b1100100) + '\145' + chr(0b101111 + 0o64) + chr(0b11000 + 0o127) + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'Vw\xbfQ\xb7O/:\x96\x14\xedm'), '\144' + chr(0b1100101) + chr(8666 - 8567) + '\157' + '\x64' + chr(0b1100101))('\165' + '\164' + '\x66' + chr(1866 - 1821) + chr(470 - 414)))(OolUPRJhRaJd)) if PlSM16l2KDPD(xafqLlk3kkUe(cmfI1NB6z0Au, xafqLlk3kkUe(SXOLrMavuUCe(b'g&\xb9'), chr(100) + '\145' + chr(1398 - 1299) + chr(5233 - 5122) + chr(6886 - 6786) + '\145')(chr(0b1110101) + chr(0b1010101 + 0o37) + chr(0b11111 + 0o107) + chr(1549 - 1504) + chr(56)))(OolUPRJhRaJd), wLqBDw8l0eIm): if OolUPRJhRaJd in vQMz_tSTcG4O: NpygkpinxNTp(cmfI1NB6z0Au[OolUPRJhRaJd], QmmgWUB13VCJ, ehT0Px3KOsy9('\x30' + chr(111) + chr(49), 30674 - 30666), []) else: NpygkpinxNTp(cmfI1NB6z0Au[OolUPRJhRaJd], QmmgWUB13VCJ, qJ9JceWdT_Y1, []) else: cmfI1NB6z0Au[OolUPRJhRaJd] = QmmgWUB13VCJ return cmfI1NB6z0Au
ray-project/ray
python/ray/rllib/utils/actors.py
TaskPool.completed_prefetch
def completed_prefetch(self, blocking_wait=False, max_yield=999): """Similar to completed but only returns once the object is local. Assumes obj_id only is one id.""" for worker, obj_id in self.completed(blocking_wait=blocking_wait): plasma_id = ray.pyarrow.plasma.ObjectID(obj_id.binary()) (ray.worker.global_worker.raylet_client.fetch_or_reconstruct( [obj_id], True)) self._fetching.append((worker, obj_id)) remaining = [] num_yielded = 0 for worker, obj_id in self._fetching: plasma_id = ray.pyarrow.plasma.ObjectID(obj_id.binary()) if (num_yielded < max_yield and ray.worker.global_worker.plasma_client.contains( plasma_id)): yield (worker, obj_id) num_yielded += 1 else: remaining.append((worker, obj_id)) self._fetching = remaining
python
def completed_prefetch(self, blocking_wait=False, max_yield=999): """Similar to completed but only returns once the object is local. Assumes obj_id only is one id.""" for worker, obj_id in self.completed(blocking_wait=blocking_wait): plasma_id = ray.pyarrow.plasma.ObjectID(obj_id.binary()) (ray.worker.global_worker.raylet_client.fetch_or_reconstruct( [obj_id], True)) self._fetching.append((worker, obj_id)) remaining = [] num_yielded = 0 for worker, obj_id in self._fetching: plasma_id = ray.pyarrow.plasma.ObjectID(obj_id.binary()) if (num_yielded < max_yield and ray.worker.global_worker.plasma_client.contains( plasma_id)): yield (worker, obj_id) num_yielded += 1 else: remaining.append((worker, obj_id)) self._fetching = remaining
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Similar to completed but only returns once the object is local. Assumes obj_id only is one id.
[ "Similar", "to", "completed", "but", "only", "returns", "once", "the", "object", "is", "local", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/actors.py#L37-L59
train
Similar to completed but only returns once the object is local.
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(50) + '\066' + '\065', 40661 - 40653), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(1938 - 1889) + chr(1197 - 1149) + chr(1999 - 1946), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + '\062' + chr(951 - 898) + '\x34', 28426 - 28418), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11100 + 0o25) + chr(51) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x33' + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + '\x33' + chr(0b11010 + 0o32) + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101000 + 0o12) + chr(0b10010 + 0o41) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(4699 - 4588) + '\x31' + chr(623 - 569) + '\061', 0b1000), ehT0Px3KOsy9(chr(1802 - 1754) + chr(2070 - 1959) + chr(116 - 65) + chr(49) + chr(904 - 849), 22647 - 22639), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(0b110010) + chr(330 - 281) + chr(0b11110 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x33' + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(5991 - 5880) + chr(51) + chr(810 - 757), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\x37' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1156 - 1108) + chr(111) + chr(1519 - 1469) + chr(2603 - 2549) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7761 - 7650) + '\061' + chr(48) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\x37' + chr(0b110010 + 0o5), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + chr(0b110001) + chr(2151 - 2101) + chr(685 - 637), 32937 - 32929), ehT0Px3KOsy9(chr(2031 - 1983) + chr(0b110010 + 0o75) + chr(0b110010) + chr(1628 - 1578) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(1287 - 1236), 61395 - 61387), ehT0Px3KOsy9(chr(2292 - 2244) + chr(0b1101111) + '\x31' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(561 - 513) + chr(111) + '\x31' + chr(1297 - 1246), 8), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(1975 - 1864) + chr(0b11000 + 0o32) + chr(49) + chr(0b110000), 56842 - 56834), ehT0Px3KOsy9('\060' + chr(111) + chr(1940 - 1891) + chr(1504 - 1451) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101001 + 0o11) + chr(0b110111) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x34' + '\062', 34598 - 34590), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(51) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(0b110100) + chr(55), 0b1000), ehT0Px3KOsy9(chr(78 - 30) + chr(4235 - 4124) + '\x33' + '\x33' + '\064', 0b1000), ehT0Px3KOsy9(chr(1546 - 1498) + '\157' + '\x32' + chr(2973 - 2918) + chr(0b100111 + 0o14), 0b1000), ehT0Px3KOsy9(chr(252 - 204) + '\157' + chr(0b110011) + chr(0b101111 + 0o6) + '\061', 31763 - 31755), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(11690 - 11579) + chr(1384 - 1333) + chr(54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(554 - 506) + chr(0b1011011 + 0o24) + chr(0b110100) + '\x37', 8), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(1730 - 1682) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3689 - 3578) + '\x31' + '\066' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10 + 0o61) + chr(0b1000 + 0o51) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100010 + 0o23) + chr(0b11011 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(8341 - 8230) + chr(0b110100) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b1010 + 0o55) + '\065', 50368 - 50360), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b11010 + 0o30) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(115 - 63), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b100101 + 0o20) + chr(0b100111 + 0o11), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b'), chr(0b111 + 0o135) + chr(0b111001 + 0o54) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100010 + 0o3))(chr(0b1110101) + chr(116) + chr(0b111010 + 0o54) + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Fo8uUxV1RXNS(oVre8I6UXc3b, ojw88zdAPfY9=ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b111011 + 0o64) + chr(0b1100 + 0o44), 50409 - 50401), eAn0_NU7j7Fm=ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(0b100 + 0o55) + chr(55) + '\x34' + chr(55), 0o10)): for (sijXcSaDomT1, id23nrfuEPKY) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6*\xc1.0\x85\xea\x14\xab'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b101111 + 0o65) + chr(101))(chr(117) + chr(116) + chr(0b1000011 + 0o43) + chr(0b101101) + chr(1314 - 1258)))(blocking_wait=ojw88zdAPfY9): GGRTPAYp3D3Z = H9zaXRrGK6Cq.pyarrow.plasma.ObjectID(id23nrfuEPKY.binary()) xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_worker.raylet_client, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3 \xd8=4\xbf\xf1\x03\x90\xf8\xfb~\x94\xdf5\x8b"\xe0H\x7f'), chr(4405 - 4305) + chr(0b1100101) + chr(0b1000110 + 0o35) + chr(0b1101111) + chr(8362 - 8262) + chr(0b1100101))('\x75' + chr(116) + chr(0b1010001 + 0o25) + chr(45) + '\x38'))([id23nrfuEPKY], ehT0Px3KOsy9(chr(1508 - 1460) + chr(111) + chr(0b110001), 0b1000)) xafqLlk3kkUe(oVre8I6UXc3b._fetching, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd45\xdc;2\x84'), chr(0b1100100) + chr(0b100010 + 0o103) + '\x63' + '\x6f' + chr(0b100100 + 0o100) + '\x65')(chr(0b101111 + 0o106) + chr(11721 - 11605) + chr(0b1100110) + chr(0b101101) + chr(56)))((sijXcSaDomT1, id23nrfuEPKY)) YMgVTlt59JZw = [] _TZztouefoJG = ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + '\060', 8) for (sijXcSaDomT1, id23nrfuEPKY) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea#\xc9*?\x88\xf7\x1f\xa8'), '\144' + chr(0b1100101) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b111101 + 0o67) + '\x66' + '\x2d' + '\x38')): GGRTPAYp3D3Z = H9zaXRrGK6Cq.pyarrow.plasma.ObjectID(id23nrfuEPKY.binary()) if _TZztouefoJG < eAn0_NU7j7Fm and xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_worker.plasma_client, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6*\xc2*=\x89\xf0\x02'), chr(0b1100100) + chr(101) + chr(9480 - 9381) + chr(8471 - 8360) + chr(0b1100100) + chr(3109 - 3008))('\165' + chr(6821 - 6705) + chr(0b1100110) + chr(902 - 857) + chr(56)))(GGRTPAYp3D3Z): yield (sijXcSaDomT1, id23nrfuEPKY) _TZztouefoJG += ehT0Px3KOsy9('\x30' + chr(7738 - 7627) + '\061', 8) else: xafqLlk3kkUe(YMgVTlt59JZw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd45\xdc;2\x84'), '\144' + '\x65' + chr(0b10110 + 0o115) + '\157' + chr(0b1100100) + chr(5460 - 5359))(chr(0b110101 + 0o100) + chr(0b1101110 + 0o6) + chr(3546 - 3444) + chr(0b101101) + '\070'))((sijXcSaDomT1, id23nrfuEPKY)) oVre8I6UXc3b.XnIVl3LKJzRM = YMgVTlt59JZw
ray-project/ray
python/ray/rllib/utils/actors.py
TaskPool.reset_evaluators
def reset_evaluators(self, evaluators): """Notify that some evaluators may be removed.""" for obj_id, ev in self._tasks.copy().items(): if ev not in evaluators: del self._tasks[obj_id] del self._objects[obj_id] ok = [] for ev, obj_id in self._fetching: if ev in evaluators: ok.append((ev, obj_id)) self._fetching = ok
python
def reset_evaluators(self, evaluators): """Notify that some evaluators may be removed.""" for obj_id, ev in self._tasks.copy().items(): if ev not in evaluators: del self._tasks[obj_id] del self._objects[obj_id] ok = [] for ev, obj_id in self._fetching: if ev in evaluators: ok.append((ev, obj_id)) self._fetching = ok
[ "def", "reset_evaluators", "(", "self", ",", "evaluators", ")", ":", "for", "obj_id", ",", "ev", "in", "self", ".", "_tasks", ".", "copy", "(", ")", ".", "items", "(", ")", ":", "if", "ev", "not", "in", "evaluators", ":", "del", "self", ".", "_tasks", "[", "obj_id", "]", "del", "self", ".", "_objects", "[", "obj_id", "]", "ok", "=", "[", "]", "for", "ev", ",", "obj_id", "in", "self", ".", "_fetching", ":", "if", "ev", "in", "evaluators", ":", "ok", ".", "append", "(", "(", "ev", ",", "obj_id", ")", ")", "self", ".", "_fetching", "=", "ok" ]
Notify that some evaluators may be removed.
[ "Notify", "that", "some", "evaluators", "may", "be", "removed", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/actors.py#L61-L71
train
Notify that some evaluators may be removed.
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(144 - 93) + chr(48) + '\062', 0b1000), ehT0Px3KOsy9(chr(410 - 362) + chr(5294 - 5183) + chr(0b110001) + chr(1472 - 1419), ord("\x08")), ehT0Px3KOsy9(chr(1118 - 1070) + '\157' + chr(0b10110 + 0o35) + '\065' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(5220 - 5109) + chr(0b110011) + chr(55) + chr(1788 - 1734), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10010 + 0o44) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + chr(0b110011) + '\061' + chr(0b1 + 0o63), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(50) + chr(503 - 452), ord("\x08")), ehT0Px3KOsy9(chr(2212 - 2164) + chr(2367 - 2256) + '\x33' + chr(50) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(54) + chr(0b110 + 0o52), 28965 - 28957), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(181 - 129) + chr(0b100000 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(49) + '\x35', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x30' + chr(0b11001 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\063' + chr(1656 - 1606) + '\x33', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110101) + '\x31', 0o10), ehT0Px3KOsy9(chr(1554 - 1506) + chr(0b1100011 + 0o14) + chr(2561 - 2510) + chr(2327 - 2274), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(885 - 837) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110110) + '\060', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10010 + 0o41) + chr(0b11110 + 0o27) + chr(398 - 348), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(409 - 360), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(272 - 224) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(51) + '\x30' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(1885 - 1774) + chr(49) + chr(0b110110) + chr(0b1001 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + '\x32' + chr(0b10000 + 0o41) + '\x35', 8), ehT0Px3KOsy9('\060' + chr(9201 - 9090) + chr(0b10111 + 0o33) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + chr(0b110011) + chr(0b110111) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9518 - 9407) + chr(2028 - 1976) + chr(695 - 640), 40905 - 40897), ehT0Px3KOsy9('\x30' + chr(0b1101000 + 0o7) + '\x31' + '\x37', 52386 - 52378), ehT0Px3KOsy9('\x30' + chr(11160 - 11049) + chr(50) + chr(0b110011) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\x32' + chr(48) + chr(1264 - 1216), 45846 - 45838), ehT0Px3KOsy9(chr(875 - 827) + chr(5745 - 5634) + '\x31' + '\x33' + chr(0b11110 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + '\062' + '\065' + '\x31', 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b100001 + 0o20) + chr(0b110011) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1785 - 1737) + chr(0b1010000 + 0o37) + chr(0b110011) + chr(0b110011) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b111010 + 0o65) + chr(51) + chr(1976 - 1925) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b11001 + 0o126) + chr(0b101111 + 0o1), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50 - 1) + chr(2586 - 2533) + chr(648 - 598), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2771 - 2660) + chr(0b110010) + chr(201 - 148) + chr(0b1110 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(108 - 60) + chr(1761 - 1650) + chr(49) + chr(1258 - 1208) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1011011 + 0o24) + chr(49) + chr(0b11110 + 0o31) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10850 - 10739) + chr(0b110011) + chr(54) + '\x31', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(1070 - 1022), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xec'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1100101))('\165' + chr(116) + chr(2082 - 1980) + chr(0b101101) + chr(0b11101 + 0o33)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def NULK5xa4MJ_o(oVre8I6UXc3b, eZY0lX2dFTkc): for (id23nrfuEPKY, tDA10AZAVBnF) in xafqLlk3kkUe(oVre8I6UXc3b._tasks.copy(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cw\x9f\x9b|\x96\xa0\x9d\\1\xc5\xbc'), chr(100) + '\x65' + '\143' + chr(0b1101111) + chr(0b10 + 0o142) + chr(8242 - 8141))(chr(0b1101000 + 0o15) + chr(0b101 + 0o157) + '\146' + chr(791 - 746) + '\x38'))(): if tDA10AZAVBnF not in eZY0lX2dFTkc: del xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9dy\x88\x8d^\xbf'), chr(0b110000 + 0o64) + '\145' + chr(0b1100011) + chr(111) + '\x64' + '\x65')('\165' + chr(0b1000101 + 0o57) + chr(0b1100110) + chr(990 - 945) + chr(0b1100 + 0o54)))[id23nrfuEPKY] del xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9db\x8b\x94P\xaf\xe7\xa7'), chr(5364 - 5264) + '\145' + chr(0b1010111 + 0o14) + chr(11268 - 11157) + '\x64' + '\145')(chr(7306 - 7189) + chr(116) + chr(0b111101 + 0o51) + '\x2d' + chr(0b11000 + 0o40)))[id23nrfuEPKY] QTpj7OoL3GHH = [] for (tDA10AZAVBnF, id23nrfuEPKY) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9ac\xa0\xa8Y\xff\xdf\x9fz\x18\xdf\xc8'), '\144' + '\x65' + '\x63' + chr(0b10010 + 0o135) + '\144' + '\145')(chr(117) + chr(0b1100101 + 0o17) + '\146' + '\x2d' + chr(0b11000 + 0o40))): if tDA10AZAVBnF in eZY0lX2dFTkc: xafqLlk3kkUe(QTpj7OoL3GHH, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3}\x99\x9b[\xa8'), chr(0b1100100) + chr(0b100101 + 0o100) + chr(99) + chr(111) + chr(100) + chr(0b1100101))('\165' + chr(0b1101111 + 0o5) + '\146' + chr(0b101101) + chr(1560 - 1504)))((tDA10AZAVBnF, id23nrfuEPKY)) oVre8I6UXc3b.XnIVl3LKJzRM = QTpj7OoL3GHH
ray-project/ray
python/ray/rllib/optimizers/aso_aggregator.py
AggregationWorkerBase.iter_train_batches
def iter_train_batches(self, max_yield=999): """Iterate over train batches. Arguments: max_yield (int): Max number of batches to iterate over in this cycle. Setting this avoids iter_train_batches returning too much data at once. """ for ev, sample_batch in self._augment_with_replay( self.sample_tasks.completed_prefetch( blocking_wait=True, max_yield=max_yield)): sample_batch.decompress_if_needed() self.batch_buffer.append(sample_batch) if sum(b.count for b in self.batch_buffer) >= self.train_batch_size: train_batch = self.batch_buffer[0].concat_samples( self.batch_buffer) yield train_batch self.batch_buffer = [] # If the batch was replayed, skip the update below. if ev is None: continue # Put in replay buffer if enabled if self.replay_buffer_num_slots > 0: if len(self.replay_batches) < self.replay_buffer_num_slots: self.replay_batches.append(sample_batch) else: self.replay_batches[self.replay_index] = sample_batch self.replay_index += 1 self.replay_index %= self.replay_buffer_num_slots ev.set_weights.remote(self.broadcasted_weights) self.num_weight_syncs += 1 self.num_sent_since_broadcast += 1 # Kick off another sample request self.sample_tasks.add(ev, ev.sample.remote())
python
def iter_train_batches(self, max_yield=999): """Iterate over train batches. Arguments: max_yield (int): Max number of batches to iterate over in this cycle. Setting this avoids iter_train_batches returning too much data at once. """ for ev, sample_batch in self._augment_with_replay( self.sample_tasks.completed_prefetch( blocking_wait=True, max_yield=max_yield)): sample_batch.decompress_if_needed() self.batch_buffer.append(sample_batch) if sum(b.count for b in self.batch_buffer) >= self.train_batch_size: train_batch = self.batch_buffer[0].concat_samples( self.batch_buffer) yield train_batch self.batch_buffer = [] # If the batch was replayed, skip the update below. if ev is None: continue # Put in replay buffer if enabled if self.replay_buffer_num_slots > 0: if len(self.replay_batches) < self.replay_buffer_num_slots: self.replay_batches.append(sample_batch) else: self.replay_batches[self.replay_index] = sample_batch self.replay_index += 1 self.replay_index %= self.replay_buffer_num_slots ev.set_weights.remote(self.broadcasted_weights) self.num_weight_syncs += 1 self.num_sent_since_broadcast += 1 # Kick off another sample request self.sample_tasks.add(ev, ev.sample.remote())
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Iterate over train batches. Arguments: max_yield (int): Max number of batches to iterate over in this cycle. Setting this avoids iter_train_batches returning too much data at once.
[ "Iterate", "over", "train", "batches", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/optimizers/aso_aggregator.py#L92-L131
train
Iterate over train batches.
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(2178 - 2130) + '\157' + chr(0b11011 + 0o30) + chr(1715 - 1666) + chr(1745 - 1695), 58007 - 57999), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(8854 - 8743) + chr(0b11001 + 0o32) + chr(654 - 605) + '\067', 0b1000), ehT0Px3KOsy9(chr(1219 - 1171) + chr(0b1100100 + 0o13) + '\x32' + '\067' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100010 + 0o17) + chr(765 - 715) + '\x30', 43413 - 43405), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(4616 - 4505) + chr(0b0 + 0o62) + '\062' + '\x36', 0b1000), ehT0Px3KOsy9(chr(397 - 349) + '\157' + chr(0b110011) + '\x37' + chr(312 - 257), 14634 - 14626), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011 + 0o0) + '\062' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1352 - 1304) + '\x6f' + chr(0b110011) + '\061' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x33' + chr(0b110001) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(1526 - 1477) + chr(0b101110 + 0o2), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(2403 - 2348) + chr(0b110010), 23623 - 23615), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(49) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(946 - 892) + chr(0b100011 + 0o22), 19047 - 19039), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\061' + chr(0b110001 + 0o0) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110010) + chr(50) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(2065 - 2015) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1876 - 1828) + chr(0b1100000 + 0o17) + chr(0b11011 + 0o26) + '\063' + chr(0b110101 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1010000 + 0o37) + chr(0b1100 + 0o52) + chr(782 - 729), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110001) + chr(1662 - 1612), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52) + chr(53), 5218 - 5210), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(243 - 188) + chr(373 - 321), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x31' + chr(0b10100 + 0o40), 31524 - 31516), ehT0Px3KOsy9(chr(701 - 653) + chr(0b110010 + 0o75) + '\063' + chr(0b11111 + 0o23) + chr(0b0 + 0o62), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\066' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(369 - 320) + chr(49), 8), ehT0Px3KOsy9(chr(0b110000) + chr(9077 - 8966) + chr(49) + '\065' + chr(0b10011 + 0o42), 49588 - 49580), ehT0Px3KOsy9('\060' + chr(12172 - 12061) + chr(361 - 311) + chr(0b11 + 0o55) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(1324 - 1276) + chr(4572 - 4461) + chr(476 - 427) + chr(1191 - 1143) + '\x30', 61227 - 61219), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(733 - 684) + chr(0b110001 + 0o0) + '\x30', 0o10), ehT0Px3KOsy9(chr(1300 - 1252) + chr(0b1101000 + 0o7) + chr(49) + chr(342 - 290) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2785 - 2674) + chr(0b101100 + 0o5) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110000 + 0o0) + chr(972 - 920), 11736 - 11728), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(2651 - 2598) + chr(0b1110 + 0o51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1207 - 1096) + chr(0b110001) + '\066' + chr(0b100101 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(152 - 101) + chr(0b1010 + 0o54) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + chr(49) + '\062' + chr(1245 - 1194), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11011 + 0o34) + chr(53), 37148 - 37140), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(49) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2239 - 2191) + chr(111) + chr(0b110010) + chr(51) + chr(0b101101 + 0o3), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\x35' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4'), '\144' + chr(2605 - 2504) + '\143' + '\157' + '\144' + chr(1797 - 1696))(chr(0b1001000 + 0o55) + chr(0b111001 + 0o73) + '\x66' + chr(1687 - 1642) + chr(1008 - 952)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def gmZ5tEWOYcmY(oVre8I6UXc3b, eAn0_NU7j7Fm=ehT0Px3KOsy9('\x30' + '\x6f' + chr(165 - 116) + chr(55) + chr(0b110100) + chr(55), ord("\x08"))): for (tDA10AZAVBnF, WTNnZXQ7GuUU) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xae\xce7\xfb\x9a\xbc\xb8\x92\xbf\x93;\xdd\x16\xe1\xf4/Y\xab\\'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b1101 + 0o127) + '\x65')(chr(0b1011110 + 0o27) + chr(116) + chr(3617 - 3515) + '\055' + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b.sample_tasks, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xa0\xd6 \xfa\x9a\xa6\xa9\xa9\x97\x8a=\xd0/\xf6\xe5<]'), chr(100) + chr(0b11110 + 0o107) + chr(0b1000010 + 0o41) + chr(4693 - 4582) + '\144' + '\145')(chr(0b1101100 + 0o11) + '\164' + chr(102) + chr(1362 - 1317) + chr(56)))(blocking_wait=ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b11010 + 0o125) + chr(0b110000 + 0o1), 18124 - 18116), max_yield=eAn0_NU7j7Fm)): xafqLlk3kkUe(WTNnZXQ7GuUU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xaa\xd8?\xfb\x8f\xa0\xa9\xbe\xbb\xa5&\xd3\x16\xfd\xf4:Q\xafA'), chr(100) + '\x65' + chr(2470 - 2371) + chr(0b101001 + 0o106) + chr(100) + '\145')(chr(117) + chr(0b1110100) + chr(0b101001 + 0o75) + chr(0b1010 + 0o43) + chr(56)))() xafqLlk3kkUe(oVre8I6UXc3b.batch_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\xbf\xcb5\xf8\x9b'), '\x64' + chr(101) + chr(99) + '\157' + chr(0b111111 + 0o45) + chr(0b1100101))(chr(117) + '\164' + chr(102) + chr(45) + '\x38'))(WTNnZXQ7GuUU) if xkxBmo49x2An((xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\xae\xd7\x07\xf2\xbb\xb7\x94\x87\x8d\xbd\x00'), '\x64' + chr(0b100011 + 0o102) + chr(306 - 207) + chr(3733 - 3622) + chr(0b1100100) + '\x65')('\165' + '\164' + '\146' + '\x2d' + chr(1487 - 1431))) for wmN3dvez4qzC in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xae\xcf3\xfe\xa0\xb0\xb9\xab\xae\x9f='), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + '\x64' + chr(0b1100101))('\165' + '\x74' + chr(2798 - 2696) + chr(45) + chr(0b100111 + 0o21))))) >= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\xbd\xda9\xf8\xa0\xb0\xad\xb9\xab\x92\x10\xc6 \xe9\xf4'), chr(100) + chr(0b11000 + 0o115) + '\x63' + chr(6460 - 6349) + chr(0b1100100) + chr(0b110011 + 0o62))('\x75' + chr(12261 - 12145) + '\146' + chr(0b101101) + '\x38')): q1p5MoYGLDmX = oVre8I6UXc3b.batch_buffer[ehT0Px3KOsy9('\x30' + chr(11822 - 11711) + chr(0b110000), 59245 - 59237)].concat_samples(oVre8I6UXc3b.batch_buffer) yield q1p5MoYGLDmX oVre8I6UXc3b.J54tbWyZlzJt = [] if tDA10AZAVBnF is None: continue if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xaa\xcb<\xf7\x86\x8d\xae\xb8\xae\x9c*\xc7\x16\xfd\xe42j\xb9I\x938\xa1'), chr(100) + '\x65' + chr(2548 - 2449) + '\x6f' + chr(3072 - 2972) + '\145')(chr(0b11010 + 0o133) + chr(12256 - 12140) + chr(0b1000111 + 0o37) + chr(45) + chr(0b111000))) > ehT0Px3KOsy9('\060' + '\157' + chr(48), 8): if c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"\xb8\xaa\xcb<\xf7\x86\x8d\xae\xac\xbc\x99'\xd0:"), chr(0b1100100) + chr(101) + '\143' + chr(111) + '\144' + '\145')(chr(0b1100111 + 0o16) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(56)))) < xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xaa\xcb<\xf7\x86\x8d\xae\xb8\xae\x9c*\xc7\x16\xfd\xe42j\xb9I\x938\xa1'), chr(100) + '\x65' + chr(0b1100011) + chr(11135 - 11024) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(116) + chr(0b1010010 + 0o24) + chr(0b101101) + chr(0b111000))): xafqLlk3kkUe(oVre8I6UXc3b.replay_batches, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\xbf\xcb5\xf8\x9b'), chr(100) + chr(0b1100101) + chr(99) + chr(111) + chr(0b1100100 + 0o0) + chr(101))(chr(0b1110101) + chr(0b10 + 0o162) + chr(0b1100110) + '\055' + '\070'))(WTNnZXQ7GuUU) else: oVre8I6UXc3b.c4ExZQKzacNb[oVre8I6UXc3b.aH_de86Un4ON] = WTNnZXQ7GuUU oVre8I6UXc3b.aH_de86Un4ON += ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(0b110001), 8) oVre8I6UXc3b.aH_de86Un4ON %= oVre8I6UXc3b.replay_buffer_num_slots xafqLlk3kkUe(tDA10AZAVBnF.set_weights, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xaa\xd6?\xe2\x9a'), '\144' + chr(2870 - 2769) + '\x63' + chr(0b1110 + 0o141) + chr(9377 - 9277) + chr(0b1100101))(chr(2421 - 2304) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xbd\xd41\xf2\x9c\xb3\xbf\xb9\xad\x9e\x10\xc2,\xfa\xf67A\xb9'), chr(825 - 725) + chr(0b1111 + 0o126) + chr(99) + '\157' + chr(0b11011 + 0o111) + chr(7837 - 7736))(chr(0b1010000 + 0o45) + chr(0b1010011 + 0o41) + chr(3252 - 3150) + chr(0b101101) + chr(56)))) oVre8I6UXc3b.fz_bPJSG9CZS += ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001), 8) oVre8I6UXc3b.E_cMhfMJ6YWr += ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1100001 + 0o16) + '\061', 8) xafqLlk3kkUe(oVre8I6UXc3b.sample_tasks, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x85\x8b!\xaf\x9c\x95\xf9\x97\x87\xa8|'), '\x64' + chr(0b100110 + 0o77) + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))('\165' + '\164' + '\146' + chr(45) + chr(3054 - 2998)))(tDA10AZAVBnF, xafqLlk3kkUe(tDA10AZAVBnF.sample, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xaa\xd6?\xe2\x9a'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + '\x64' + '\x65')(chr(0b1110101) + chr(0b111 + 0o155) + chr(585 - 483) + chr(0b101101) + '\x38'))())
ray-project/ray
python/ray/autoscaler/commands.py
create_or_update_cluster
def create_or_update_cluster(config_file, override_min_workers, override_max_workers, no_restart, restart_only, yes, override_cluster_name): """Create or updates an autoscaling Ray cluster from a config json.""" config = yaml.load(open(config_file).read()) if override_min_workers is not None: config["min_workers"] = override_min_workers if override_max_workers is not None: config["max_workers"] = override_max_workers if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) get_or_create_head_node(config, config_file, no_restart, restart_only, yes, override_cluster_name)
python
def create_or_update_cluster(config_file, override_min_workers, override_max_workers, no_restart, restart_only, yes, override_cluster_name): """Create or updates an autoscaling Ray cluster from a config json.""" config = yaml.load(open(config_file).read()) if override_min_workers is not None: config["min_workers"] = override_min_workers if override_max_workers is not None: config["max_workers"] = override_max_workers if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) get_or_create_head_node(config, config_file, no_restart, restart_only, yes, override_cluster_name)
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Create or updates an autoscaling Ray cluster from a config json.
[ "Create", "or", "updates", "an", "autoscaling", "Ray", "cluster", "from", "a", "config", "json", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L34-L47
train
Create or update an autoscaling Ray cluster from a config json.
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2961) + chr(0b110011) + chr(0b10100 + 0o37) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4250 - 4139) + '\x32' + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1328 - 1280) + chr(0b10 + 0o155) + chr(0b111 + 0o54) + chr(1275 - 1224), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(52) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(981 - 933) + chr(111) + '\x33' + chr(0b110000) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1085 - 1034) + chr(2079 - 2027), 1899 - 1891), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b100100 + 0o15) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o5) + chr(1576 - 1527) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + '\062' + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(0b110010) + '\061' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1001 + 0o50) + chr(0b100001 + 0o24) + chr(468 - 416), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b0 + 0o60) + chr(652 - 598), 7974 - 7966), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + '\x33' + chr(0b110010) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + chr(830 - 779) + chr(0b101 + 0o53) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1465 - 1417) + '\x6f' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110010) + chr(2194 - 2144), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(2268 - 2216) + chr(0b101101 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o51) + chr(0b110100) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1542 - 1489) + '\064', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(2975 - 2920) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(0b110010) + chr(1522 - 1474) + chr(820 - 765), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(611 - 560) + chr(55) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(872 - 824) + chr(0b1101111) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4602 - 4491) + chr(50) + chr(52) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110000) + chr(49), 25335 - 25327), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(52) + '\x31', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(2016 - 1968) + chr(0b111 + 0o56), 53080 - 53072), ehT0Px3KOsy9('\x30' + chr(1455 - 1344) + chr(675 - 626) + chr(0b110101) + '\x35', 0b1000), ehT0Px3KOsy9(chr(2060 - 2012) + chr(0b1101111) + chr(49) + '\060' + chr(2388 - 2335), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(54), 39273 - 39265), ehT0Px3KOsy9(chr(0b110000) + chr(7331 - 7220) + chr(0b110 + 0o53) + chr(0b100000 + 0o23) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + '\x31' + chr(52) + chr(0b100 + 0o60), 0b1000), ehT0Px3KOsy9(chr(1293 - 1245) + chr(0b1101111) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b1 + 0o61) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1309 - 1258) + '\066' + chr(2450 - 2399), 43887 - 43879), ehT0Px3KOsy9(chr(1167 - 1119) + chr(111) + chr(0b101 + 0o60), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(761 - 711) + chr(0b11011 + 0o31) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b101001 + 0o16) + chr(338 - 288), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x37' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + chr(51) + '\067' + chr(2576 - 2525), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(2198 - 2145) + chr(487 - 439), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1'), chr(100) + '\145' + '\143' + chr(111) + '\x64' + chr(5412 - 5311))(chr(13592 - 13475) + '\164' + '\146' + '\055' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nUGdAtMF1YyP(umYO37c7rPBE, eU9EmmHh4zxh, VuCfmrNp31Mf, soqW5pogArRF, t1HGIa48oXEI, hqvVufknwbtO, XGwFblc0D4VH): jAj7S20Ct06o = ETmqSE8BTMnM.mxtdQMeiwJZJ(_fwkIVCGgtAN(umYO37c7rPBE).U6MiWrhuCi2Y()) if eU9EmmHh4zxh is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\xd1u\xf8\xb4s<&\xf2\xf8\x1f'), '\x64' + '\145' + '\143' + chr(11508 - 11397) + chr(0b1100100) + '\145')(chr(0b101 + 0o160) + '\x74' + chr(0b1100110) + '\055' + chr(2589 - 2533))] = eU9EmmHh4zxh if VuCfmrNp31Mf is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\xd9c\xf8\xb4s<&\xf2\xf8\x1f'), '\144' + chr(0b1000100 + 0o41) + chr(9068 - 8969) + chr(111) + chr(100) + chr(0b111101 + 0o50))(chr(0b1110101) + '\164' + '\146' + chr(0b100000 + 0o15) + '\070')] = VuCfmrNp31Mf if XGwFblc0D4VH is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xd4n\xd4\xb7y<\x12\xf9\xeb\x01\xa3'), chr(707 - 607) + chr(0b10001 + 0o124) + chr(99) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + chr(0b1010 + 0o152) + '\x66' + '\055' + chr(127 - 71))] = XGwFblc0D4VH jAj7S20Ct06o = pgB8JbRyUfGJ(jAj7S20Ct06o) nrgVdpIsn7FD(jAj7S20Ct06o, umYO37c7rPBE, soqW5pogArRF, t1HGIa48oXEI, hqvVufknwbtO, XGwFblc0D4VH)
ray-project/ray
python/ray/autoscaler/commands.py
teardown_cluster
def teardown_cluster(config_file, yes, workers_only, override_cluster_name): """Destroys all nodes of a Ray cluster described by a config json.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name validate_config(config) config = fillout_defaults(config) confirm("This will destroy your cluster", yes) provider = get_node_provider(config["provider"], config["cluster_name"]) try: def remaining_nodes(): if workers_only: A = [] else: A = [ node_id for node_id in provider.non_terminated_nodes({ TAG_RAY_NODE_TYPE: "head" }) ] A += [ node_id for node_id in provider.non_terminated_nodes({ TAG_RAY_NODE_TYPE: "worker" }) ] return A # Loop here to check that both the head and worker nodes are actually # really gone A = remaining_nodes() with LogTimer("teardown_cluster: Termination done."): while A: logger.info("teardown_cluster: " "Terminating {} nodes...".format(len(A))) provider.terminate_nodes(A) time.sleep(1) A = remaining_nodes() finally: provider.cleanup()
python
def teardown_cluster(config_file, yes, workers_only, override_cluster_name): """Destroys all nodes of a Ray cluster described by a config json.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name validate_config(config) config = fillout_defaults(config) confirm("This will destroy your cluster", yes) provider = get_node_provider(config["provider"], config["cluster_name"]) try: def remaining_nodes(): if workers_only: A = [] else: A = [ node_id for node_id in provider.non_terminated_nodes({ TAG_RAY_NODE_TYPE: "head" }) ] A += [ node_id for node_id in provider.non_terminated_nodes({ TAG_RAY_NODE_TYPE: "worker" }) ] return A # Loop here to check that both the head and worker nodes are actually # really gone A = remaining_nodes() with LogTimer("teardown_cluster: Termination done."): while A: logger.info("teardown_cluster: " "Terminating {} nodes...".format(len(A))) provider.terminate_nodes(A) time.sleep(1) A = remaining_nodes() finally: provider.cleanup()
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Destroys all nodes of a Ray cluster described by a config json.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L73-L116
train
Destroys all nodes of a Ray cluster described by a config json.
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(0b100100 + 0o113) + '\061' + chr(0b110001) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110000 + 0o5) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(850 - 798) + chr(0b100110 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(1391 - 1343) + chr(111) + chr(55) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(52) + chr(2715 - 2660), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\065' + '\x36', 39359 - 39351), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b111 + 0o60) + '\x36', 55366 - 55358), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(1791 - 1742) + chr(0b0 + 0o60), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x32' + chr(0b110000), 45632 - 45624), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(2255 - 2202) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(807 - 759) + chr(10513 - 10402) + chr(1173 - 1122) + chr(48) + chr(0b101010 + 0o15), 55006 - 54998), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o5) + chr(53) + chr(1660 - 1611), 11728 - 11720), ehT0Px3KOsy9('\060' + chr(6878 - 6767) + '\x35' + chr(0b110000 + 0o1), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\063' + chr(0b101100 + 0o5), 18667 - 18659), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + '\x32' + chr(48), 9072 - 9064), ehT0Px3KOsy9(chr(961 - 913) + '\157' + chr(302 - 253) + chr(54) + chr(51), 13177 - 13169), ehT0Px3KOsy9(chr(1743 - 1695) + chr(8337 - 8226) + chr(49) + chr(1565 - 1514) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(1555 - 1502) + chr(2483 - 2428), ord("\x08")), ehT0Px3KOsy9(chr(957 - 909) + chr(0b1101111) + chr(0b110011) + chr(0b11111 + 0o21) + '\064', 15451 - 15443), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1373 - 1321) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1876 - 1765) + '\x33' + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(730 - 682) + chr(0b110101 + 0o72) + '\063' + chr(0b10111 + 0o32), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1000 + 0o51) + '\066' + chr(53), 0b1000), ehT0Px3KOsy9(chr(2130 - 2082) + chr(111) + chr(54) + chr(1047 - 994), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\065' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(1590 - 1539) + chr(319 - 268) + chr(732 - 678), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b110010) + '\064', 3695 - 3687), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\065' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(51) + chr(0b110111), 38240 - 38232), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110001) + chr(0b110001) + '\x32', 36730 - 36722), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(517 - 468) + chr(0b10101 + 0o41) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(3903 - 3792) + chr(0b110010) + chr(1877 - 1825) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(7863 - 7752) + chr(0b110010) + '\060' + '\066', 0o10), ehT0Px3KOsy9(chr(1083 - 1035) + chr(0b1101111) + chr(2179 - 2130) + '\x35' + chr(0b110010 + 0o0), 64497 - 64489), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b0 + 0o63) + chr(446 - 393), 15375 - 15367), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b110001) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7013 - 6902) + chr(50) + chr(0b110 + 0o53) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b110011) + '\060', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(282 - 234) + '\157' + chr(0b1011 + 0o52) + chr(0b1111 + 0o41), 19147 - 19139)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'a'), chr(100) + chr(0b1000100 + 0o41) + chr(2952 - 2853) + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(116) + chr(102) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def XoXiA6jDl212(umYO37c7rPBE, hqvVufknwbtO, saXmEmzW924l, XGwFblc0D4VH): jAj7S20Ct06o = ETmqSE8BTMnM.mxtdQMeiwJZJ(_fwkIVCGgtAN(umYO37c7rPBE).U6MiWrhuCi2Y()) if XGwFblc0D4VH is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b',ERO\x93KL\xd7>\r\xaa\x0c'), chr(0b1100100) + chr(6019 - 5918) + '\143' + '\x6f' + '\144' + '\x65')('\x75' + chr(116) + chr(0b1001001 + 0o35) + '\055' + chr(56))] = XGwFblc0D4VH fZQVZLgp48PK(jAj7S20Ct06o) jAj7S20Ct06o = ABK0D4vzkdEw(jAj7S20Ct06o) pHpzm79sMqyP(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1bANO\xc7YW\xe4<L\xa3\x0cZ-`\x7f\n|\x16\xabW{\xcbz\x19@\x9b\xaa1\xdb'), '\144' + '\x65' + chr(2043 - 1944) + '\157' + chr(100) + chr(9328 - 9227))(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(0b111000)), hqvVufknwbtO) OTgpKsy2ppP9 = FR4NFWnVuCgC(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'?[HJ\x8eJ[\xfa'), '\x64' + chr(4275 - 4174) + chr(0b11 + 0o140) + chr(11940 - 11829) + chr(0b10011 + 0o121) + chr(101))(chr(787 - 670) + chr(116) + '\x66' + '\x2d' + '\x38')], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b',ERO\x93KL\xd7>\r\xaa\x0c'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\x64' + '\145')(chr(9261 - 9144) + chr(116) + chr(2527 - 2425) + chr(844 - 799) + '\070')]) try: def vXYZeO5dqkYo(): if saXmEmzW924l: cBPpZOWkAViC = [] else: cBPpZOWkAViC = [qh5voNxvBOpA for qh5voNxvBOpA in OTgpKsy2ppP9.non_terminated_nodes({QmlYtHQYBWyE: xafqLlk3kkUe(SXOLrMavuUCe(b"'LFX"), '\144' + chr(5865 - 5764) + chr(0b1100011) + chr(0b11010 + 0o125) + chr(1453 - 1353) + chr(101))(chr(0b110000 + 0o105) + '\164' + '\146' + '\055' + '\070')})] cBPpZOWkAViC += [qh5voNxvBOpA for qh5voNxvBOpA in OTgpKsy2ppP9.non_terminated_nodes({QmlYtHQYBWyE: xafqLlk3kkUe(SXOLrMavuUCe(b'8FUW\x82\\'), chr(0b1000011 + 0o41) + '\x65' + chr(0b1100011) + chr(10138 - 10027) + '\x64' + '\x65')(chr(117) + '\x74' + chr(0b1100110) + chr(45) + '\x38')})] return cBPpZOWkAViC cBPpZOWkAViC = vXYZeO5dqkYo() with a8K9RueWu1Tr(xafqLlk3kkUe(SXOLrMavuUCe(b';LFN\x83AI\xe6\x0f\x0f\xab\x1cZ-wbI|;\xa1Pd\x82w\x14A\x81\xb1:\x89\xfb%\x1e\xc5\xa8'), '\x64' + '\x65' + '\143' + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b10 + 0o144) + '\x2d' + chr(56))): while cBPpZOWkAViC: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x1eoD\x92MY\xbf:\x00\x9d\x02'), chr(100) + chr(101) + chr(3108 - 3009) + '\157' + chr(0b1100100) + chr(0b101110 + 0o67))(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b';LFN\x83AI\xe6\x0f\x0f\xab\x1cZ-wbI|;\xa1Pd\x82w\x14A\x81\xb03\x89\xe47P\xce\xe9\x0e\xb8?\xa2\xf6a'), '\x64' + '\x65' + '\143' + '\157' + chr(4998 - 4898) + chr(101))('\165' + '\x74' + chr(102) + chr(1812 - 1767) + chr(0b101110 + 0o12)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\x1dUS\xafOm\xbb\x00\x1c\xa2\x03'), '\x64' + '\145' + '\143' + chr(5635 - 5524) + chr(3764 - 3664) + chr(2740 - 2639))(chr(0b1110101) + chr(0b1110100) + chr(0b1001110 + 0o30) + chr(0b101101) + '\070'))(c2A0yzQpDQB3(cBPpZOWkAViC))) xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b';LUQ\x8e@_\xfc53\xa9\x06M<a'), chr(464 - 364) + chr(428 - 327) + '\143' + chr(111) + '\144' + chr(0b1110 + 0o127))(chr(1824 - 1707) + chr(0b11100 + 0o130) + chr(0b1100110) + '\055' + chr(1970 - 1914)))(cBPpZOWkAViC) xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'<EBY\x97'), '\144' + chr(5902 - 5801) + chr(0b1100011) + '\157' + chr(0b10 + 0o142) + '\x65')(chr(0b1110101) + chr(116) + chr(102) + chr(0b101101) + chr(0b110010 + 0o6)))(ehT0Px3KOsy9(chr(1195 - 1147) + chr(0b1001011 + 0o44) + '\061', 13024 - 13016)) cBPpZOWkAViC = vXYZeO5dqkYo() finally: xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b',EB]\x89[N'), chr(0b111111 + 0o45) + '\145' + chr(99) + chr(0b1101111) + chr(3880 - 3780) + chr(0b1010001 + 0o24))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(45) + chr(0b111000)))()
ray-project/ray
python/ray/autoscaler/commands.py
kill_node
def kill_node(config_file, yes, override_cluster_name): """Kills a random Raylet worker.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) confirm("This will kill a node in your cluster", yes) provider = get_node_provider(config["provider"], config["cluster_name"]) try: nodes = provider.non_terminated_nodes({TAG_RAY_NODE_TYPE: "worker"}) node = random.choice(nodes) logger.info("kill_node: Terminating worker {}".format(node)) updater = NodeUpdaterThread( node_id=node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=[], setup_commands=[], runtime_hash="") _exec(updater, "ray stop", False, False) time.sleep(5) if config.get("provider", {}).get("use_internal_ips", False) is True: node_ip = provider.internal_ip(node) else: node_ip = provider.external_ip(node) finally: provider.cleanup() return node_ip
python
def kill_node(config_file, yes, override_cluster_name): """Kills a random Raylet worker.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) confirm("This will kill a node in your cluster", yes) provider = get_node_provider(config["provider"], config["cluster_name"]) try: nodes = provider.non_terminated_nodes({TAG_RAY_NODE_TYPE: "worker"}) node = random.choice(nodes) logger.info("kill_node: Terminating worker {}".format(node)) updater = NodeUpdaterThread( node_id=node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=[], setup_commands=[], runtime_hash="") _exec(updater, "ray stop", False, False) time.sleep(5) if config.get("provider", {}).get("use_internal_ips", False) is True: node_ip = provider.internal_ip(node) else: node_ip = provider.external_ip(node) finally: provider.cleanup() return node_ip
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Kills a random Raylet worker.
[ "Kills", "a", "random", "Raylet", "worker", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L119-L157
train
Kills a random Raylet worker.
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(2734 - 2623) + '\x32' + '\065' + chr(231 - 182), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(52) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4747 - 4636) + '\064' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1972 - 1921) + chr(2503 - 2448) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110000) + '\067', 0o10), ehT0Px3KOsy9(chr(1025 - 977) + chr(111) + chr(2259 - 2206) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101011 + 0o6) + chr(0b100111 + 0o14) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(0b100101 + 0o16) + chr(2493 - 2438) + chr(1071 - 1020), 34242 - 34234), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + '\x31' + chr(2072 - 2022), 0o10), ehT0Px3KOsy9('\060' + chr(5529 - 5418) + chr(0b110001) + chr(53) + '\067', 22012 - 22004), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(0b110001) + chr(0b100010 + 0o24) + chr(1602 - 1554), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1100111 + 0o10) + '\063' + chr(1146 - 1094), 42969 - 42961), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + chr(1685 - 1636) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(50) + '\x31' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x34' + chr(0b1001 + 0o47), 0o10), ehT0Px3KOsy9('\x30' + chr(11176 - 11065) + chr(0b110011) + chr(0b110001) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(1183 - 1132), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b1010 + 0o51) + chr(0b110000) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(0b101 + 0o56) + chr(0b11101 + 0o24) + chr(894 - 843), 47252 - 47244), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(52) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(7175 - 7064) + chr(51) + '\x37', 10426 - 10418), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110100) + chr(171 - 119), 34527 - 34519), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b11101 + 0o30) + chr(50), 0b1000), ehT0Px3KOsy9(chr(198 - 150) + chr(3883 - 3772) + chr(0b10110 + 0o34) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(712 - 664) + chr(111) + '\062' + chr(0b100101 + 0o20) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(0b110 + 0o54) + chr(0b110100) + chr(0b11010 + 0o30), 21398 - 21390), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110111) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101010 + 0o11) + chr(1778 - 1725) + chr(51), 55040 - 55032), ehT0Px3KOsy9(chr(273 - 225) + chr(0b1101111) + '\063' + chr(0b0 + 0o63) + chr(0b110101), 933 - 925), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110101), 8), ehT0Px3KOsy9(chr(846 - 798) + '\157' + chr(0b101101 + 0o6) + chr(49) + chr(1095 - 1046), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1133 - 1082) + chr(2029 - 1978) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1971 - 1918) + chr(2587 - 2536), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\061' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(48) + '\x31', 0o10), ehT0Px3KOsy9(chr(839 - 791) + chr(111) + chr(0b10100 + 0o35) + chr(0b1111 + 0o50) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10307 - 10196) + '\063' + chr(1558 - 1503) + chr(1519 - 1466), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b100111 + 0o14) + chr(697 - 648), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), chr(100) + '\x65' + chr(5730 - 5631) + chr(4671 - 4560) + '\x64' + '\145')(chr(5684 - 5567) + '\x74' + chr(102) + chr(0b10010 + 0o33) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def cVfWmtiRppTJ(umYO37c7rPBE, hqvVufknwbtO, XGwFblc0D4VH): jAj7S20Ct06o = ETmqSE8BTMnM.mxtdQMeiwJZJ(_fwkIVCGgtAN(umYO37c7rPBE).U6MiWrhuCi2Y()) if XGwFblc0D4VH is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\xc9Un\x88\xa2^\x03\x95+\x02\x15'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b101001 + 0o106) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b101111 + 0o105) + chr(102) + '\x2d' + chr(0b111000))] = XGwFblc0D4VH jAj7S20Ct06o = pgB8JbRyUfGJ(jAj7S20Ct06o) pHpzm79sMqyP(xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\xcdIn\xdc\xb0E0\x97j\x04\x19pg\xad\x81\xe8u\xab\xaf@?\r\x042\xd4\xcdM\x99\xfd~\xa5\xaeX\x1f\xe9\xb3'), chr(100) + chr(0b1001001 + 0o34) + chr(1408 - 1309) + '\x6f' + chr(0b1011011 + 0o11) + '\145')(chr(0b1101 + 0o150) + chr(116) + '\x66' + chr(1471 - 1426) + chr(56)), hqvVufknwbtO) OTgpKsy2ppP9 = FR4NFWnVuCgC(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xd7Ok\x95\xa3I.'), '\144' + chr(8191 - 8090) + chr(6945 - 6846) + chr(111) + chr(0b101010 + 0o72) + '\145')(chr(2945 - 2828) + '\x74' + chr(102) + chr(1793 - 1748) + chr(56))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\xc9Un\x88\xa2^\x03\x95+\x02\x15'), chr(100) + chr(101) + chr(0b111111 + 0o44) + chr(10477 - 10366) + '\144' + chr(0b1100101))('\x75' + '\x74' + chr(0b11011 + 0o113) + '\x2d' + chr(1198 - 1142))]) try: kRMNAtqSxSv7 = OTgpKsy2ppP9.non_terminated_nodes({QmlYtHQYBWyE: xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xcaRv\x99\xb5'), chr(100) + chr(101) + chr(0b100110 + 0o75) + chr(7908 - 7797) + '\x64' + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000))}) FDgyextYBrUF = drxw09AdRdci.choice(kRMNAtqSxSv7) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa\x92he\x89\xa4Kk\x91&5\x1b'), chr(5934 - 5834) + chr(8920 - 8819) + '\143' + chr(111) + chr(5491 - 5391) + chr(0b1100101))(chr(1958 - 1841) + chr(116) + chr(0b1010101 + 0o21) + chr(0b100010 + 0o13) + chr(0b1111 + 0o51)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2\xccLq\xa3\xa9C8\x9epO$yy\xe0\x89\xa6z\xb0\xa2KxD\x1d}\xdf\xc9]\x99\xfdf\xb4'), chr(100) + chr(9896 - 9795) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + '\x74' + chr(102) + '\x2d' + chr(0b11000 + 0o40)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x91Rr\xb4\xa6\x7fo\xab:\n\x1a'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + '\144' + chr(8117 - 8016))(chr(3930 - 3813) + '\x74' + '\146' + '\x2d' + '\070'))(FDgyextYBrUF)) xZ9ED1z8lews = k0bhDe1gxPFB(node_id=FDgyextYBrUF, provider_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xd7Ok\x95\xa3I.'), '\144' + '\x65' + '\143' + chr(111) + chr(3069 - 2969) + chr(0b1001001 + 0o34))(chr(0b1110101) + chr(0b1110100) + chr(5131 - 5029) + chr(1827 - 1782) + '\070')], provider=OTgpKsy2ppP9, auth_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xd0Tu'), chr(0b1100100) + chr(101) + chr(3815 - 3716) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b111100 + 0o70) + chr(102) + chr(0b101101) + chr(0b111000))], cluster_name=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\xc9Un\x88\xa2^\x03\x95+\x02\x15'), chr(8808 - 8708) + '\145' + chr(99) + '\x6f' + chr(100) + chr(0b1100101))('\x75' + chr(116) + chr(102) + chr(0b101101) + chr(0b101 + 0o63))], file_mounts=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xccLx\xa3\xaaC)\x95>\x1c'), '\x64' + chr(9068 - 8967) + '\x63' + chr(0b1101111) + chr(0b11101 + 0o107) + chr(6630 - 6529))('\165' + chr(116) + chr(2759 - 2657) + chr(0b101101) + chr(1595 - 1539))], initialization_commands=[], setup_commands=[], runtime_hash=xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + '\x65' + '\x63' + chr(111) + chr(0b1100100) + '\145')(chr(117) + chr(0b1101100 + 0o10) + chr(1552 - 1450) + chr(256 - 211) + chr(0b11111 + 0o31))) MVUv_dZXZQBv(xZ9ED1z8lews, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\xc4Y=\x8f\xb3C,'), chr(6487 - 6387) + chr(9685 - 9584) + chr(0b1111 + 0o124) + chr(0b111000 + 0o67) + chr(0b10 + 0o142) + chr(5247 - 5146))(chr(0b1110101) + chr(3197 - 3081) + chr(0b1100110) + chr(45) + chr(386 - 330)), ehT0Px3KOsy9('\060' + '\x6f' + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10101 + 0o33), 8)) xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\xc9Ex\x8c'), '\144' + chr(0b1100101) + chr(0b1100 + 0o127) + chr(0b1101111) + chr(0b1100100) + chr(1818 - 1717))(chr(0b1110101) + chr(116) + '\x66' + chr(0b100010 + 0o13) + '\x38'))(ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b111010 + 0o65) + chr(53), ord("\x08"))) if xafqLlk3kkUe(jAj7S20Ct06o.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xd7Ok\x95\xa3I.'), chr(100) + '\x65' + '\143' + chr(111) + '\x64' + chr(101))('\x75' + '\164' + chr(0b1100110) + chr(266 - 221) + '\070'), {}), xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\xc0T'), chr(100) + chr(0b100010 + 0o103) + chr(9765 - 9666) + chr(111) + '\144' + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(489 - 444) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\xd6EB\x95\xa9X9\x89$\x0e\x1cCb\xfd\x93'), '\x64' + chr(0b11000 + 0o115) + chr(6527 - 6428) + chr(10291 - 10180) + '\x64' + '\x65')(chr(0b1110101) + '\x74' + chr(8456 - 8354) + chr(45) + chr(0b111000)), ehT0Px3KOsy9(chr(0b110000) + chr(3394 - 3283) + chr(0b11001 + 0o27), 8)) is ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + chr(1425 - 1376), 0o10): e2qG2zeRF24m = OTgpKsy2ppP9.internal_ip(FDgyextYBrUF) else: e2qG2zeRF24m = OTgpKsy2ppP9.external_ip(FDgyextYBrUF) finally: xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\xc9E|\x92\xb2\\'), chr(0b10100 + 0o120) + chr(4017 - 3916) + chr(0b101100 + 0o67) + chr(111) + chr(100) + '\145')('\x75' + '\x74' + chr(102) + chr(0b100010 + 0o13) + chr(56)))() return e2qG2zeRF24m
ray-project/ray
python/ray/autoscaler/commands.py
get_or_create_head_node
def get_or_create_head_node(config, config_file, no_restart, restart_only, yes, override_cluster_name): """Create the cluster head node, which in turn creates the workers.""" provider = get_node_provider(config["provider"], config["cluster_name"]) try: head_node_tags = { TAG_RAY_NODE_TYPE: "head", } nodes = provider.non_terminated_nodes(head_node_tags) if len(nodes) > 0: head_node = nodes[0] else: head_node = None if not head_node: confirm("This will create a new cluster", yes) elif not no_restart: confirm("This will restart cluster services", yes) launch_hash = hash_launch_conf(config["head_node"], config["auth"]) if head_node is None or provider.node_tags(head_node).get( TAG_RAY_LAUNCH_CONFIG) != launch_hash: if head_node is not None: confirm("Head node config out-of-date. It will be terminated", yes) logger.info( "get_or_create_head_node: " "Terminating outdated head node {}".format(head_node)) provider.terminate_node(head_node) logger.info("get_or_create_head_node: Launching new head node...") head_node_tags[TAG_RAY_LAUNCH_CONFIG] = launch_hash head_node_tags[TAG_RAY_NODE_NAME] = "ray-{}-head".format( config["cluster_name"]) provider.create_node(config["head_node"], head_node_tags, 1) nodes = provider.non_terminated_nodes(head_node_tags) assert len(nodes) == 1, "Failed to create head node." head_node = nodes[0] # TODO(ekl) right now we always update the head node even if the hash # matches. We could prompt the user for what they want to do here. runtime_hash = hash_runtime_conf(config["file_mounts"], config) logger.info("get_or_create_head_node: Updating files on head node...") # Rewrite the auth config so that the head node can update the workers remote_key_path = "~/ray_bootstrap_key.pem" remote_config = copy.deepcopy(config) remote_config["auth"]["ssh_private_key"] = remote_key_path # Adjust for new file locations new_mounts = {} for remote_path in config["file_mounts"]: new_mounts[remote_path] = remote_path remote_config["file_mounts"] = new_mounts remote_config["no_restart"] = no_restart # Now inject the rewritten config and SSH key into the head node remote_config_file = tempfile.NamedTemporaryFile( "w", prefix="ray-bootstrap-") remote_config_file.write(json.dumps(remote_config)) remote_config_file.flush() config["file_mounts"].update({ remote_key_path: config["auth"]["ssh_private_key"], "~/ray_bootstrap_config.yaml": remote_config_file.name }) if restart_only: init_commands = config["head_start_ray_commands"] elif no_restart: init_commands = config["head_setup_commands"] else: init_commands = (config["head_setup_commands"] + config["head_start_ray_commands"]) updater = NodeUpdaterThread( node_id=head_node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=config["initialization_commands"], setup_commands=init_commands, runtime_hash=runtime_hash, ) updater.start() updater.join() # Refresh the node cache so we see the external ip if available provider.non_terminated_nodes(head_node_tags) if config.get("provider", {}).get("use_internal_ips", False) is True: head_node_ip = provider.internal_ip(head_node) else: head_node_ip = provider.external_ip(head_node) if updater.exitcode != 0: logger.error("get_or_create_head_node: " "Updating {} failed".format(head_node_ip)) sys.exit(1) logger.info( "get_or_create_head_node: " "Head node up-to-date, IP address is: {}".format(head_node_ip)) monitor_str = "tail -n 100 -f /tmp/ray/session_*/logs/monitor*" use_docker = bool(config["docker"]["container_name"]) if override_cluster_name: modifiers = " --cluster-name={}".format( quote(override_cluster_name)) else: modifiers = "" print("To monitor auto-scaling activity, you can run:\n\n" " ray exec {} {}{}{}\n".format( config_file, "--docker " if use_docker else " ", quote(monitor_str), modifiers)) print("To open a console on the cluster:\n\n" " ray attach {}{}\n".format(config_file, modifiers)) print("To ssh manually to the cluster, run:\n\n" " ssh -i {} {}@{}\n".format(config["auth"]["ssh_private_key"], config["auth"]["ssh_user"], head_node_ip)) finally: provider.cleanup()
python
def get_or_create_head_node(config, config_file, no_restart, restart_only, yes, override_cluster_name): """Create the cluster head node, which in turn creates the workers.""" provider = get_node_provider(config["provider"], config["cluster_name"]) try: head_node_tags = { TAG_RAY_NODE_TYPE: "head", } nodes = provider.non_terminated_nodes(head_node_tags) if len(nodes) > 0: head_node = nodes[0] else: head_node = None if not head_node: confirm("This will create a new cluster", yes) elif not no_restart: confirm("This will restart cluster services", yes) launch_hash = hash_launch_conf(config["head_node"], config["auth"]) if head_node is None or provider.node_tags(head_node).get( TAG_RAY_LAUNCH_CONFIG) != launch_hash: if head_node is not None: confirm("Head node config out-of-date. It will be terminated", yes) logger.info( "get_or_create_head_node: " "Terminating outdated head node {}".format(head_node)) provider.terminate_node(head_node) logger.info("get_or_create_head_node: Launching new head node...") head_node_tags[TAG_RAY_LAUNCH_CONFIG] = launch_hash head_node_tags[TAG_RAY_NODE_NAME] = "ray-{}-head".format( config["cluster_name"]) provider.create_node(config["head_node"], head_node_tags, 1) nodes = provider.non_terminated_nodes(head_node_tags) assert len(nodes) == 1, "Failed to create head node." head_node = nodes[0] # TODO(ekl) right now we always update the head node even if the hash # matches. We could prompt the user for what they want to do here. runtime_hash = hash_runtime_conf(config["file_mounts"], config) logger.info("get_or_create_head_node: Updating files on head node...") # Rewrite the auth config so that the head node can update the workers remote_key_path = "~/ray_bootstrap_key.pem" remote_config = copy.deepcopy(config) remote_config["auth"]["ssh_private_key"] = remote_key_path # Adjust for new file locations new_mounts = {} for remote_path in config["file_mounts"]: new_mounts[remote_path] = remote_path remote_config["file_mounts"] = new_mounts remote_config["no_restart"] = no_restart # Now inject the rewritten config and SSH key into the head node remote_config_file = tempfile.NamedTemporaryFile( "w", prefix="ray-bootstrap-") remote_config_file.write(json.dumps(remote_config)) remote_config_file.flush() config["file_mounts"].update({ remote_key_path: config["auth"]["ssh_private_key"], "~/ray_bootstrap_config.yaml": remote_config_file.name }) if restart_only: init_commands = config["head_start_ray_commands"] elif no_restart: init_commands = config["head_setup_commands"] else: init_commands = (config["head_setup_commands"] + config["head_start_ray_commands"]) updater = NodeUpdaterThread( node_id=head_node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=config["initialization_commands"], setup_commands=init_commands, runtime_hash=runtime_hash, ) updater.start() updater.join() # Refresh the node cache so we see the external ip if available provider.non_terminated_nodes(head_node_tags) if config.get("provider", {}).get("use_internal_ips", False) is True: head_node_ip = provider.internal_ip(head_node) else: head_node_ip = provider.external_ip(head_node) if updater.exitcode != 0: logger.error("get_or_create_head_node: " "Updating {} failed".format(head_node_ip)) sys.exit(1) logger.info( "get_or_create_head_node: " "Head node up-to-date, IP address is: {}".format(head_node_ip)) monitor_str = "tail -n 100 -f /tmp/ray/session_*/logs/monitor*" use_docker = bool(config["docker"]["container_name"]) if override_cluster_name: modifiers = " --cluster-name={}".format( quote(override_cluster_name)) else: modifiers = "" print("To monitor auto-scaling activity, you can run:\n\n" " ray exec {} {}{}{}\n".format( config_file, "--docker " if use_docker else " ", quote(monitor_str), modifiers)) print("To open a console on the cluster:\n\n" " ray attach {}{}\n".format(config_file, modifiers)) print("To ssh manually to the cluster, run:\n\n" " ssh -i {} {}@{}\n".format(config["auth"]["ssh_private_key"], config["auth"]["ssh_user"], head_node_ip)) finally: provider.cleanup()
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Create the cluster head node, which in turn creates the workers.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L160-L283
train
Create the head node which in turn creates the workers.
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45355), ehT0Px3KOsy9(chr(1102 - 1054) + '\x6f' + chr(0b11001 + 0o34) + chr(51), 43170 - 43162), ehT0Px3KOsy9(chr(2288 - 2240) + '\x6f' + '\061' + '\x30' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b10001 + 0o42) + chr(0b101011 + 0o11) + chr(0b11111 + 0o24), 25509 - 25501), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(3821 - 3710) + '\062' + '\x36' + chr(1718 - 1663), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + chr(1675 - 1623), 558 - 550), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\062' + '\x34' + chr(0b101001 + 0o13), 51763 - 51755), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\x33' + '\x34' + chr(55), 50053 - 50045), ehT0Px3KOsy9(chr(48) + chr(5931 - 5820) + chr(0b1110 + 0o43) + '\x37' + chr(0b101010 + 0o10), 59755 - 59747), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2363 - 2314) + chr(0b1 + 0o64) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(49) + chr(0b110011) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3290 - 3179) + chr(1939 - 1885) + chr(51), 16848 - 16840), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + '\x31' + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b100100 + 0o17) + '\065', 19791 - 19783), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(255 - 207) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x37' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(3307 - 3196) + chr(0b101000 + 0o15) + chr(0b100 + 0o56), 3365 - 3357), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(48) + chr(49), 24321 - 24313), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x33' + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\066' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(6706 - 6595) + chr(49) + chr(49) + chr(2690 - 2636), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\067' + chr(0b110010), 18701 - 18693), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(7026 - 6915) + '\063' + '\067' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b0 + 0o67) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(2220 - 2168), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + '\x31' + chr(2490 - 2435) + chr(837 - 788), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b10001 + 0o136) + '\x33' + chr(54) + chr(1119 - 1071), ord("\x08")), ehT0Px3KOsy9(chr(1816 - 1768) + chr(111) + chr(0b0 + 0o61) + chr(53) + '\x34', 8), ehT0Px3KOsy9('\060' + chr(9151 - 9040) + chr(49) + chr(0b110011) + chr(0b10110 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(71 - 23) + '\x6f' + '\x34' + chr(289 - 236), 0o10), ehT0Px3KOsy9(chr(185 - 137) + chr(0b101011 + 0o104) + '\x33' + '\x35' + chr(0b10101 + 0o35), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100110 + 0o11) + chr(2276 - 2225) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b11101 + 0o23) + '\x33', 36831 - 36823), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(48) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110001) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1674 - 1626) + chr(111) + chr(2724 - 2671) + chr(0b11 + 0o62), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(2793 - 2682) + chr(0b110110) + chr(0b0 + 0o67), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\061' + '\x37', 47311 - 47303), ehT0Px3KOsy9(chr(1706 - 1658) + chr(111) + '\x32' + chr(0b110001) + '\x36', 58465 - 58457)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b11111 + 0o120) + chr(0b10111 + 0o36) + chr(847 - 799), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1000011 + 0o54) + chr(7416 - 7316) + '\145')(chr(11070 - 10953) + '\164' + chr(2783 - 2681) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nrgVdpIsn7FD(jAj7S20Ct06o, umYO37c7rPBE, soqW5pogArRF, t1HGIa48oXEI, hqvVufknwbtO, XGwFblc0D4VH): OTgpKsy2ppP9 = FR4NFWnVuCgC(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'EY/\x95\xde@\xc1\x95'), '\144' + '\x65' + chr(0b1100011) + '\157' + '\144' + chr(797 - 696))(chr(0b1110101) + '\x74' + chr(0b100010 + 0o104) + chr(0b101101) + chr(0b111000))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'VG5\x90\xc3A\xd6\xb8\x14\r0V'), '\x64' + chr(9104 - 9003) + chr(627 - 528) + chr(0b111010 + 0o65) + chr(0b110110 + 0o56) + '\x65')(chr(0b101100 + 0o111) + chr(116) + '\146' + '\055' + '\x38')]) try: sG9Fcrz7IrsK = {QmlYtHQYBWyE: xafqLlk3kkUe(SXOLrMavuUCe(b']N!\x87'), chr(0b1100100) + chr(907 - 806) + chr(99) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + chr(3743 - 3627) + '\x66' + '\055' + chr(0b101010 + 0o16))} kRMNAtqSxSv7 = OTgpKsy2ppP9.non_terminated_nodes(sG9Fcrz7IrsK) if c2A0yzQpDQB3(kRMNAtqSxSv7) > ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000), 0o10): nsAfs7R6YXcN = kRMNAtqSxSv7[ehT0Px3KOsy9(chr(514 - 466) + chr(111) + '\060', 8)] else: nsAfs7R6YXcN = None if not nsAfs7R6YXcN: pHpzm79sMqyP(xafqLlk3kkUe(SXOLrMavuUCe(b'aC)\x90\x97S\xcd\x8b\x16L>A\x02\xfc\xb2]\n \xba\x19+M\xdc\xdfx\x0c\x83\x189W'), '\144' + chr(0b1100101) + chr(0b1010111 + 0o14) + chr(0b111011 + 0o64) + '\144' + chr(0b10101 + 0o120))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\055' + '\070'), hqvVufknwbtO) elif not soqW5pogArRF: pHpzm79sMqyP(xafqLlk3kkUe(SXOLrMavuUCe(b'aC)\x90\x97S\xcd\x8b\x16L/V\x14\xe9\xa7J^a\xf9\x1b;I\x88\xd9fY\x83\t.S\x83{\xa6p'), '\144' + '\x65' + '\143' + chr(8102 - 7991) + '\144' + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(2010 - 1965) + chr(56)), hqvVufknwbtO) QRZMcP5xNd93 = f4wqqWhNnZr1(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b']N!\x87\xe8J\xcb\x83\x1f'), '\144' + chr(6521 - 6420) + chr(0b1001100 + 0o27) + chr(0b1101111) + '\144' + chr(0b110110 + 0o57))('\x75' + '\164' + chr(102) + '\055' + '\x38')], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'T^4\x8b'), '\144' + '\145' + chr(8086 - 7987) + chr(0b1101111) + '\x64' + chr(7192 - 7091))(chr(0b111110 + 0o67) + chr(0b1110100) + chr(0b1100110) + chr(0b110 + 0o47) + '\x38')]) if nsAfs7R6YXcN is None or xafqLlk3kkUe(OTgpKsy2ppP9.node_tags(nsAfs7R6YXcN), xafqLlk3kkUe(SXOLrMavuUCe(b'RN4'), chr(100) + chr(0b100001 + 0o104) + chr(99) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + chr(0b10001 + 0o143) + chr(6795 - 6693) + '\055' + chr(0b111000)))(hGdbCxMLuG8y) != QRZMcP5xNd93: if nsAfs7R6YXcN is not None: pHpzm79sMqyP(xafqLlk3kkUe(SXOLrMavuUCe(b'}N!\x87\x97J\xcb\x83\x1fL>\\\t\xfb\xaf_\n.\xef\x03cU\x9a\x91p\x18\x84\tr\x05\xa3l\xe3t*\xe1A\x17\xed\xeb\x15_%\x91\xdaM\xca\x86\x0e\t9'), chr(100) + chr(101) + '\143' + '\x6f' + '\x64' + chr(101))('\165' + chr(0b1110100) + '\146' + '\x2d' + '\070'), hqvVufknwbtO) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'f\x1c\x08\x9b\xc2G\xc3\xd0\x10\x00\x07X'), chr(100) + '\x65' + '\143' + '\x6f' + '\144' + chr(0b111001 + 0o54))('\x75' + chr(116) + chr(7875 - 7773) + '\055' + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'RN4\xbc\xd8V\xfb\x84\x08\t<G\x02\xc2\xae]K%\xc5\x19!^\x99\x864-\x95\x1e1L\x84y\xb7j-\xea\rX\xfa\xfaQJ4\x86\xd3\x04\xcc\x82\x1b\x08}]\x08\xf9\xa3\x18Q<'), '\x64' + chr(0b1001101 + 0o30) + '\143' + chr(0b111110 + 0o61) + '\x64' + chr(101))(chr(4147 - 4030) + '\x74' + '\x66' + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'c\x1f2\x8c\xffE\xf7\xd4*\x1c8Y'), '\x64' + chr(7496 - 7395) + '\143' + chr(0b1011001 + 0o26) + chr(100) + '\145')(chr(7499 - 7382) + chr(0b1110100) + chr(0b1100110) + chr(0b1101 + 0o40) + chr(0b111000)))(nsAfs7R6YXcN)) xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'AN2\x8e\xdeJ\xc5\x93\x1f33\\\x03\xf8'), chr(0b1100100) + chr(101) + chr(0b10110 + 0o115) + chr(0b1101000 + 0o7) + '\x64' + '\x65')(chr(4685 - 4568) + '\164' + chr(331 - 229) + chr(45) + chr(56)))(nsAfs7R6YXcN) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'f\x1c\x08\x9b\xc2G\xc3\xd0\x10\x00\x07X'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + chr(12625 - 12509) + chr(0b1001 + 0o135) + chr(0b101101) + chr(0b1111 + 0o51)))(xafqLlk3kkUe(SXOLrMavuUCe(b'RN4\xbc\xd8V\xfb\x84\x08\t<G\x02\xc2\xae]K%\xc5\x19!^\x99\x8645\x91\x192F\x82q\xaddc\xe3H@\xaf\xe6PJ$\xc3\xd9K\xc0\x82TBs'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(117) + '\x74' + chr(0b1010000 + 0o26) + chr(0b101 + 0o50) + '\070')) sG9Fcrz7IrsK[hGdbCxMLuG8y] = QRZMcP5xNd93 sG9Fcrz7IrsK[L3AoA78kZE1Q] = xafqLlk3kkUe(SXOLrMavuUCe(b'GJ9\xce\xccY\x89\x8f\x1f\r9'), chr(100) + chr(4770 - 4669) + '\143' + chr(0b1101001 + 0o6) + chr(8612 - 8512) + chr(101))('\x75' + '\x74' + '\x66' + '\055' + '\x38').V4roHaS3Ppej(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'VG5\x90\xc3A\xd6\xb8\x14\r0V'), chr(0b1100100) + chr(0b110100 + 0o61) + chr(0b100111 + 0o74) + chr(0b10001 + 0o136) + '\144' + chr(10192 - 10091))('\165' + chr(0b1110100) + chr(0b1010111 + 0o17) + chr(0b101101) + chr(56))]) xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'VY%\x82\xc3A\xfb\x89\x15\x088'), chr(3185 - 3085) + chr(0b1011 + 0o132) + chr(0b111 + 0o134) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b101111 + 0o105) + chr(0b110100 + 0o62) + '\x2d' + '\070'))(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b']N!\x87\xe8J\xcb\x83\x1f'), chr(100) + '\x65' + chr(0b1100011) + chr(2470 - 2359) + chr(100) + '\145')(chr(6243 - 6126) + chr(0b1110100) + '\146' + '\055' + chr(56))], sG9Fcrz7IrsK, ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061', 0b1000)) kRMNAtqSxSv7 = OTgpKsy2ppP9.non_terminated_nodes(sG9Fcrz7IrsK) assert c2A0yzQpDQB3(kRMNAtqSxSv7) == ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 8), xafqLlk3kkUe(SXOLrMavuUCe(b'sJ)\x8f\xd2@\x84\x93\x15L>A\x02\xfc\xb2]\n)\xff\x16*\x1a\x92\xd3p\x1c\xde'), chr(0b1100100) + chr(0b111111 + 0o46) + '\x63' + chr(0b111 + 0o150) + chr(0b1100100) + chr(0b10000 + 0o125))('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)) nsAfs7R6YXcN = kRMNAtqSxSv7[ehT0Px3KOsy9(chr(0b110000) + chr(190 - 79) + chr(0b110000), 8)] o_vE_ZTxPFdC = IgUCrl7rvVCZ(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'SB,\x86\xe8I\xcb\x92\x14\x18.'), chr(4093 - 3993) + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + chr(0b1001101 + 0o30))('\165' + chr(116) + chr(0b100100 + 0o102) + chr(0b1100 + 0o41) + '\x38')], jAj7S20Ct06o) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'f\x1c\x08\x9b\xc2G\xc3\xd0\x10\x00\x07X'), chr(997 - 897) + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + '\145')(chr(117) + '\x74' + chr(0b1100110) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'RN4\xbc\xd8V\xfb\x84\x08\t<G\x02\xc2\xae]K%\xc5\x19!^\x99\x864,\x80\x08=Q\x83v\xa4#%\xe4AR\xfc\xaeZE`\x8b\xd2E\xc0\xc7\x14\x039VI\xb3\xe8'), chr(100) + '\x65' + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(6873 - 6756) + chr(0b1110100) + chr(6186 - 6084) + chr(45) + chr(0b111000))) veyIvKP_k8Hs = xafqLlk3kkUe(SXOLrMavuUCe(b'K\x042\x82\xce{\xc6\x88\x15\x18.G\x15\xfc\xb6gA$\xe3Y>_\x91'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(1002 - 957) + chr(0b111000)) qRy38jLHK5Tl = igThHS4jwVsa.deepcopy(jAj7S20Ct06o) qRy38jLHK5Tl[xafqLlk3kkUe(SXOLrMavuUCe(b'T^4\x8b'), chr(100) + '\x65' + chr(99) + chr(111) + chr(3279 - 3179) + chr(8174 - 8073))(chr(117) + chr(1157 - 1041) + chr(102) + chr(0b1001 + 0o44) + '\x38')][xafqLlk3kkUe(SXOLrMavuUCe(b'FX(\xbc\xc7V\xcd\x91\x1b\x188l\x0c\xf8\xbf'), '\x64' + '\x65' + chr(1843 - 1744) + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(116) + '\x66' + chr(0b111 + 0o46) + chr(56))] = veyIvKP_k8Hs TCktx3l2LZ0C = {} for rBYftDsMKMu3 in jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'SB,\x86\xe8I\xcb\x92\x14\x18.'), chr(4185 - 4085) + chr(101) + chr(0b1100011) + chr(0b1000 + 0o147) + chr(0b1000111 + 0o35) + '\145')('\x75' + chr(0b1011110 + 0o26) + chr(0b1000010 + 0o44) + chr(0b111 + 0o46) + '\070')]: TCktx3l2LZ0C[rBYftDsMKMu3] = rBYftDsMKMu3 qRy38jLHK5Tl[xafqLlk3kkUe(SXOLrMavuUCe(b'SB,\x86\xe8I\xcb\x92\x14\x18.'), chr(7724 - 7624) + '\x65' + '\x63' + '\157' + chr(6135 - 6035) + chr(0b1100101))('\x75' + chr(0b10110 + 0o136) + chr(102) + chr(0b101101) + '\070')] = TCktx3l2LZ0C qRy38jLHK5Tl[xafqLlk3kkUe(SXOLrMavuUCe(b'[D\x1f\x91\xd2W\xd0\x86\x08\x18'), chr(100) + chr(0b1001111 + 0o26) + chr(4916 - 4817) + chr(6108 - 5997) + chr(100) + chr(0b1000011 + 0o42))(chr(3770 - 3653) + chr(116) + '\146' + chr(61 - 16) + '\x38')] = soqW5pogArRF OBdkC1Fc1LBK = IvD8hQuFpT7c.NamedTemporaryFile(xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(2645 - 2545) + '\145' + chr(9668 - 9569) + chr(111) + chr(0b11101 + 0o107) + chr(101))(chr(0b1110101) + chr(116) + chr(0b10110 + 0o120) + chr(400 - 355) + chr(56)), prefix=xafqLlk3kkUe(SXOLrMavuUCe(b'GJ9\xce\xd5K\xcb\x93\t\x18/R\x17\xb0'), '\144' + chr(0b11000 + 0o115) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(7733 - 7616) + chr(116) + chr(102) + chr(0b101101) + '\070')) xafqLlk3kkUe(OBdkC1Fc1LBK, xafqLlk3kkUe(SXOLrMavuUCe(b'BY)\x97\xd2'), chr(1190 - 1090) + chr(4924 - 4823) + chr(99) + chr(111) + '\144' + chr(9235 - 9134))(chr(0b110 + 0o157) + '\164' + chr(0b1100110) + '\x2d' + chr(56)))(xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'Q^-\x93\xc4'), chr(0b1100100) + chr(7473 - 7372) + chr(8803 - 8704) + '\157' + '\144' + '\x65')(chr(1958 - 1841) + chr(6203 - 6087) + chr(0b1100110) + chr(1723 - 1678) + chr(56)))(qRy38jLHK5Tl)) xafqLlk3kkUe(OBdkC1Fc1LBK, xafqLlk3kkUe(SXOLrMavuUCe(b'SG5\x90\xdf'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(7735 - 7618) + '\164' + '\x66' + chr(0b100001 + 0o14) + '\070'))() xafqLlk3kkUe(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'SB,\x86\xe8I\xcb\x92\x14\x18.'), chr(0b1011 + 0o131) + '\x65' + chr(0b11111 + 0o104) + chr(0b1101111) + chr(100) + chr(3018 - 2917))('\165' + '\x74' + chr(10306 - 10204) + chr(45) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'o_\x01\xa6\xdej\xee\x89\x03X8\x03'), chr(1310 - 1210) + chr(6967 - 6866) + chr(0b1100011) + chr(0b1000 + 0o147) + '\x64' + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(45) + '\x38'))({veyIvKP_k8Hs: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'T^4\x8b'), chr(100) + '\x65' + chr(99) + chr(111) + chr(0b1011001 + 0o13) + chr(101))(chr(11196 - 11079) + chr(116) + chr(0b1100110) + chr(0b10100 + 0o31) + chr(0b111000))][xafqLlk3kkUe(SXOLrMavuUCe(b'FX(\xbc\xc7V\xcd\x91\x1b\x188l\x0c\xf8\xbf'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(10980 - 10869) + chr(0b1100100) + '\145')('\165' + '\x74' + '\146' + chr(0b101101) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b"K\x042\x82\xce{\xc6\x88\x15\x18.G\x15\xfc\xb6gI.\xf4\x11']\xd2\xc5u\x14\x9c"), chr(100) + '\x65' + '\x63' + chr(0b1101111) + chr(8360 - 8260) + chr(0b1100101))(chr(0b1100 + 0o151) + chr(0b1110100) + chr(0b100000 + 0o106) + chr(45) + '\x38'): xafqLlk3kkUe(OBdkC1Fc1LBK, xafqLlk3kkUe(SXOLrMavuUCe(b'tb6\xa9\xe5^\xe8\x83>\n:u'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + chr(1460 - 1359))('\165' + '\164' + '\x66' + '\x2d' + chr(0b1111 + 0o51)))}) if t1HGIa48oXEI: LERSv05mVUUP = jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b']N!\x87\xe8W\xd0\x86\x08\x18\x02A\x06\xe4\x99[E,\xf7\x16 ^\x8f'), chr(4045 - 3945) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b111011 + 0o52))(chr(117) + chr(0b10010 + 0o142) + chr(0b1100110) + chr(45) + '\070')] elif soqW5pogArRF: LERSv05mVUUP = jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b']N!\x87\xe8W\xc1\x93\x0f\x1c\x02P\x08\xf0\xabYD%\xe9'), chr(100) + chr(0b111000 + 0o55) + chr(0b10011 + 0o120) + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + chr(292 - 176) + chr(0b1100110) + chr(45) + chr(0b111000))] else: LERSv05mVUUP = jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b']N!\x87\xe8W\xc1\x93\x0f\x1c\x02P\x08\xf0\xabYD%\xe9'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101001 + 0o6) + chr(0b111111 + 0o45) + chr(0b1000001 + 0o44))(chr(0b1110101) + chr(0b1010111 + 0o35) + '\146' + chr(0b101101) + chr(0b111000))] + jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b']N!\x87\xe8W\xd0\x86\x08\x18\x02A\x06\xe4\x99[E,\xf7\x16 ^\x8f'), chr(0b1100100) + chr(101) + chr(315 - 216) + chr(0b1101011 + 0o4) + chr(0b1000010 + 0o42) + '\x65')(chr(117) + chr(0b1110100) + chr(8207 - 8105) + chr(0b100101 + 0o10) + chr(0b111000))] xZ9ED1z8lews = k0bhDe1gxPFB(node_id=nsAfs7R6YXcN, provider_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'EY/\x95\xde@\xc1\x95'), '\x64' + chr(0b1100 + 0o131) + chr(0b11 + 0o140) + chr(0b1001 + 0o146) + chr(100) + '\145')(chr(0b1110101) + chr(116) + '\146' + chr(0b101101) + '\070')], provider=OTgpKsy2ppP9, auth_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'T^4\x8b'), '\x64' + '\x65' + chr(3649 - 3550) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(5678 - 5562) + chr(0b1000010 + 0o44) + '\x2d' + chr(0b101111 + 0o11))], cluster_name=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'VG5\x90\xc3A\xd6\xb8\x14\r0V'), chr(0b1010100 + 0o20) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + '\145')('\x75' + chr(0b1110011 + 0o1) + chr(10211 - 10109) + '\055' + '\x38')], file_mounts=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'SB,\x86\xe8I\xcb\x92\x14\x18.'), chr(0b1100100) + chr(9293 - 9192) + '\x63' + '\x6f' + chr(100) + chr(0b1000 + 0o135))('\165' + '\x74' + chr(0b100 + 0o142) + chr(1644 - 1599) + chr(0b1000 + 0o60))], initialization_commands=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\\E)\x97\xdeE\xc8\x8e\x00\r)Z\x08\xf3\x99[E,\xf7\x16 ^\x8f'), chr(0b1010111 + 0o15) + chr(4418 - 4317) + chr(5877 - 5778) + '\x6f' + chr(9204 - 9104) + '\145')('\165' + chr(0b1010110 + 0o36) + '\x66' + '\055' + '\070')], setup_commands=LERSv05mVUUP, runtime_hash=o_vE_ZTxPFdC) xafqLlk3kkUe(xZ9ED1z8lews, xafqLlk3kkUe(SXOLrMavuUCe(b'F_!\x91\xc3'), '\x64' + chr(1376 - 1275) + chr(1585 - 1486) + chr(111) + chr(0b1100100) + '\x65')('\165' + '\164' + chr(0b1010011 + 0o23) + '\055' + '\x38'))() xafqLlk3kkUe(xZ9ED1z8lews, xafqLlk3kkUe(SXOLrMavuUCe(b'jD\x17\xbb\xcdP\xf2\xa9\x14\x1d\x15u'), '\x64' + chr(0b1010001 + 0o24) + chr(99) + chr(7351 - 7240) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(1517 - 1401) + '\146' + chr(0b101101) + chr(56)))() xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'[D.\xbc\xc3A\xd6\x8a\x13\x02<G\x02\xf9\x99VE%\xff\x04'), '\144' + '\x65' + chr(4274 - 4175) + '\x6f' + chr(0b101110 + 0o66) + chr(0b101001 + 0o74))(chr(0b101100 + 0o111) + '\x74' + chr(0b1100110) + chr(1296 - 1251) + chr(56)))(sG9Fcrz7IrsK) if xafqLlk3kkUe(jAj7S20Ct06o.get(xafqLlk3kkUe(SXOLrMavuUCe(b'EY/\x95\xde@\xc1\x95'), chr(5295 - 5195) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b110000 + 0o65))('\165' + '\164' + '\x66' + '\x2d' + '\070'), {}), xafqLlk3kkUe(SXOLrMavuUCe(b'RN4'), chr(0b100001 + 0o103) + '\145' + '\143' + chr(111) + chr(0b110100 + 0o60) + chr(0b10 + 0o143))('\x75' + '\164' + chr(0b1010111 + 0o17) + '\x2d' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'@X%\xbc\xdeJ\xd0\x82\x08\x02<_8\xf4\xb6K'), chr(7202 - 7102) + chr(5260 - 5159) + chr(0b10001 + 0o122) + chr(0b11110 + 0o121) + chr(1096 - 996) + chr(0b1100101))(chr(0b110001 + 0o104) + '\x74' + chr(0b111110 + 0o50) + chr(90 - 45) + chr(56)), ehT0Px3KOsy9(chr(772 - 724) + chr(0b101001 + 0o106) + chr(48), 8)) is ehT0Px3KOsy9('\x30' + chr(6642 - 6531) + chr(0b110001), 8): UlTGa3ahk6yI = OTgpKsy2ppP9.internal_ip(nsAfs7R6YXcN) else: UlTGa3ahk6yI = OTgpKsy2ppP9.external_ip(nsAfs7R6YXcN) if xafqLlk3kkUe(xZ9ED1z8lews, xafqLlk3kkUe(SXOLrMavuUCe(b'PS)\x97\xd4K\xc0\x82'), chr(0b1100100) + '\x65' + chr(775 - 676) + '\x6f' + '\x64' + chr(101))('\x75' + chr(2410 - 2294) + chr(0b1100110) + '\x2d' + chr(0b111000))) != ehT0Px3KOsy9(chr(994 - 946) + chr(0b1101111) + '\x30', 8): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'p~$\xb3\xd6P\xeb\xb4K\x1b%\x03'), '\144' + chr(101) + chr(99) + '\x6f' + chr(0b1000101 + 0o37) + chr(0b1100011 + 0o2))(chr(6099 - 5982) + '\x74' + chr(4926 - 4824) + chr(0b101000 + 0o5) + chr(1826 - 1770)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'RN4\xbc\xd8V\xfb\x84\x08\t<G\x02\xc2\xae]K%\xc5\x19!^\x99\x864,\x80\x08=Q\x83v\xa4#8\xf0\rQ\xee\xe7YN$'), chr(9711 - 9611) + chr(0b1000101 + 0o40) + chr(4048 - 3949) + chr(111) + chr(0b1100100) + chr(101))('\x75' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'c\x1f2\x8c\xffE\xf7\xd4*\x1c8Y'), '\x64' + chr(0b1100101) + chr(99) + chr(0b10011 + 0o134) + '\144' + '\x65')(chr(117) + chr(0b1001111 + 0o45) + '\146' + chr(1859 - 1814) + chr(0b111000)))(UlTGa3ahk6yI)) xafqLlk3kkUe(a2SYDDomXDZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'vf\x15\x87\xedP\xc5\xa8(\x1b2\x07'), chr(100) + chr(4039 - 3938) + '\x63' + chr(0b1001001 + 0o46) + '\x64' + chr(0b1010111 + 0o16))(chr(117) + chr(503 - 387) + '\x66' + '\055' + '\x38'))(ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + '\061', 8)) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'f\x1c\x08\x9b\xc2G\xc3\xd0\x10\x00\x07X'), chr(3828 - 3728) + chr(101) + chr(99) + '\x6f' + '\x64' + chr(0b101000 + 0o75))(chr(0b1110101) + chr(116) + chr(1656 - 1554) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'RN4\xbc\xd8V\xfb\x84\x08\t<G\x02\xc2\xae]K%\xc5\x19!^\x99\x8641\x95\r8\x05\x84w\xa7fc\xf8]\x1a\xfb\xe1\x18O!\x97\xd2\x08\x84\xae*L<W\x03\xef\xa3KYa\xf3\x04t\x1a\x87\xc1'), chr(0b1100100) + chr(0b1100101) + chr(0b10111 + 0o114) + chr(111) + chr(0b100011 + 0o101) + chr(0b1100101))(chr(0b1101111 + 0o6) + '\x74' + '\146' + chr(0b111 + 0o46) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'c\x1f2\x8c\xffE\xf7\xd4*\x1c8Y'), '\x64' + chr(4647 - 4546) + chr(99) + chr(0b10 + 0o155) + chr(4084 - 3984) + chr(0b1000010 + 0o43))(chr(10785 - 10668) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b10010 + 0o46)))(UlTGa3ahk6yI)) kn1yLe8iZep9 = xafqLlk3kkUe(SXOLrMavuUCe(b'AJ)\x8f\x97\t\xca\xc7K\\m\x13J\xfb\xe6\x17^,\xeaX<[\x85\x93g\x1c\x83\x1f5J\x84G\xe9,/\xe2JD\xa0\xe3ZE)\x97\xd8V\x8e'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + '\x74' + chr(102) + chr(0b101101) + '\x38') uQXYxhDYo8qV = WbBjf8Y7v9VN(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'QD#\x88\xd2V'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(5493 - 5376) + '\x74' + chr(0b11011 + 0o113) + chr(45) + chr(1832 - 1776))][xafqLlk3kkUe(SXOLrMavuUCe(b'VD.\x97\xd6M\xca\x82\x0833R\n\xf8'), chr(100) + '\x65' + '\x63' + chr(7974 - 7863) + '\144' + chr(0b10111 + 0o116))('\165' + chr(0b1110100) + '\146' + '\x2d' + chr(2660 - 2604))]) if XGwFblc0D4VH: e5QAf2icyECB = xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\x06m\x80\xdbQ\xd7\x93\x1f\x1ep]\x06\xf0\xa3\x05Q<'), chr(100) + chr(2125 - 2024) + chr(0b1100011) + chr(0b101101 + 0o102) + chr(0b1100100) + '\145')(chr(0b1011111 + 0o26) + chr(116) + chr(0b1100110) + chr(45) + chr(2499 - 2443)).V4roHaS3Ppej(awd00t4FQC3c(XGwFblc0D4VH)) else: e5QAf2icyECB = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + '\x65' + chr(8989 - 8890) + '\x6f' + chr(4254 - 4154) + chr(0b101110 + 0o67))(chr(0b1110101) + '\x74' + chr(0b1011101 + 0o11) + '\x2d' + '\070') zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'aD`\x8e\xd8J\xcd\x93\x15\x1e}R\x12\xe9\xa9\x15Y"\xfb\x1b\'T\x9b\x9cu\x1a\x84\x05*L\x9ea\xef#:\xe2X\x17\xec\xef[\x0b2\x96\xd9\x1e\xae\xedZL/R\x1e\xbd\xa3@O"\xba\x0c3\x1a\x87\xc1o\x04\x8b\x11V'), '\x64' + chr(0b1100101) + chr(7312 - 7213) + '\x6f' + '\144' + '\x65')(chr(0b110000 + 0o105) + '\164' + '\146' + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'c\x1f2\x8c\xffE\xf7\xd4*\x1c8Y'), chr(0b1000100 + 0o40) + chr(101) + chr(99) + '\157' + '\x64' + chr(101))(chr(117) + chr(116) + chr(102) + chr(0b101101) + chr(0b111000)))(umYO37c7rPBE, xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\x06$\x8c\xd4O\xc1\x95Z'), chr(0b11011 + 0o111) + '\145' + chr(99) + chr(10526 - 10415) + '\144' + chr(0b10011 + 0o122))('\x75' + '\164' + '\146' + chr(1762 - 1717) + chr(775 - 719)) if uQXYxhDYo8qV else xafqLlk3kkUe(SXOLrMavuUCe(b'\x15'), chr(0b1001 + 0o133) + '\145' + chr(99) + chr(0b1101111) + chr(5903 - 5803) + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + chr(0b1001 + 0o44) + chr(0b111000)), awd00t4FQC3c(kn1yLe8iZep9), e5QAf2icyECB)) zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'aD`\x8c\xc7A\xca\xc7\x1bL>\\\t\xee\xa9TOa\xf5\x19nN\x94\xd94\x1a\x9c\x19/Q\x8fj\xf9\tI\xad\rE\xee\xf7\x15J4\x97\xd6G\xcc\xc7\x01\x11&Nm'), chr(0b1010011 + 0o21) + chr(101) + chr(2300 - 2201) + '\x6f' + chr(1082 - 982) + chr(0b111111 + 0o46))(chr(117) + chr(0b1001111 + 0o45) + chr(0b1100110) + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'c\x1f2\x8c\xffE\xf7\xd4*\x1c8Y'), chr(6093 - 5993) + '\145' + '\x63' + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b10100 + 0o140) + chr(0b1100110) + chr(45) + chr(56)))(umYO37c7rPBE, e5QAf2icyECB)) zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"aD`\x90\xc4L\x84\x8a\x1b\x02(R\x0b\xf1\xbf\x18^.\xba\x03&_\xdc\xdfx\x0c\x83\x189W\xc68\xb1v-\xb7'=\xaf\xaeFX(\xc3\x9aM\x84\x9c\x07L&N'\xe6\xbb2"), chr(0b11100 + 0o110) + chr(0b11001 + 0o114) + chr(99) + chr(8029 - 7918) + chr(100) + '\x65')('\x75' + '\x74' + chr(467 - 365) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'c\x1f2\x8c\xffE\xf7\xd4*\x1c8Y'), chr(0b1011000 + 0o14) + '\x65' + chr(99) + chr(111) + chr(100) + chr(101))(chr(117) + '\164' + '\x66' + '\x2d' + '\070'))(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'T^4\x8b'), '\x64' + chr(0b1001001 + 0o34) + chr(99) + chr(11007 - 10896) + '\144' + chr(7844 - 7743))('\165' + '\x74' + chr(102) + chr(45) + '\070')][xafqLlk3kkUe(SXOLrMavuUCe(b'FX(\xbc\xc7V\xcd\x91\x1b\x188l\x0c\xf8\xbf'), chr(0b1001100 + 0o30) + chr(101) + chr(0b11011 + 0o110) + '\x6f' + chr(0b1100100) + chr(101))('\x75' + chr(0b110110 + 0o76) + chr(0b10001 + 0o125) + '\x2d' + chr(767 - 711))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'T^4\x8b'), chr(100) + chr(101) + chr(99) + chr(0b1001 + 0o146) + chr(100) + '\145')(chr(5290 - 5173) + chr(116) + chr(8985 - 8883) + chr(387 - 342) + '\x38')][xafqLlk3kkUe(SXOLrMavuUCe(b'FX(\xbc\xc2W\xc1\x95'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(4204 - 4104) + chr(0b1100101))(chr(0b1 + 0o164) + chr(0b1110100) + chr(0b1010001 + 0o25) + '\055' + '\070')], UlTGa3ahk6yI)) finally: xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'VG%\x82\xd9Q\xd4'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\157' + chr(131 - 31) + '\x65')('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))()
ray-project/ray
python/ray/autoscaler/commands.py
attach_cluster
def attach_cluster(config_file, start, use_tmux, override_cluster_name, new): """Attaches to a screen for the specified cluster. Arguments: config_file: path to the cluster yaml start: whether to start the cluster if it isn't up use_tmux: whether to use tmux as multiplexer override_cluster_name: set the name of the cluster new: whether to force a new screen """ if use_tmux: if new: cmd = "tmux new" else: cmd = "tmux attach || tmux new" else: if new: cmd = "screen -L" else: cmd = "screen -L -xRR" exec_cluster(config_file, cmd, False, False, False, False, start, override_cluster_name, None)
python
def attach_cluster(config_file, start, use_tmux, override_cluster_name, new): """Attaches to a screen for the specified cluster. Arguments: config_file: path to the cluster yaml start: whether to start the cluster if it isn't up use_tmux: whether to use tmux as multiplexer override_cluster_name: set the name of the cluster new: whether to force a new screen """ if use_tmux: if new: cmd = "tmux new" else: cmd = "tmux attach || tmux new" else: if new: cmd = "screen -L" else: cmd = "screen -L -xRR" exec_cluster(config_file, cmd, False, False, False, False, start, override_cluster_name, None)
[ "def", "attach_cluster", "(", "config_file", ",", "start", ",", "use_tmux", ",", "override_cluster_name", ",", "new", ")", ":", "if", "use_tmux", ":", "if", "new", ":", "cmd", "=", "\"tmux new\"", "else", ":", "cmd", "=", "\"tmux attach || tmux new\"", "else", ":", "if", "new", ":", "cmd", "=", "\"screen -L\"", "else", ":", "cmd", "=", "\"screen -L -xRR\"", "exec_cluster", "(", "config_file", ",", "cmd", ",", "False", ",", "False", ",", "False", ",", "False", ",", "start", ",", "override_cluster_name", ",", "None", ")" ]
Attaches to a screen for the specified cluster. Arguments: config_file: path to the cluster yaml start: whether to start the cluster if it isn't up use_tmux: whether to use tmux as multiplexer override_cluster_name: set the name of the cluster new: whether to force a new screen
[ "Attaches", "to", "a", "screen", "for", "the", "specified", "cluster", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L286-L309
train
Attaches to a screen for the specified cluster.
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(11892 - 11781) + '\063' + chr(454 - 403) + chr(53), 0o10), ehT0Px3KOsy9(chr(1672 - 1624) + '\x6f' + chr(0b110011 + 0o0) + chr(1480 - 1430) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(610 - 562) + chr(0b1 + 0o156) + chr(0b110011) + '\x30' + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b100100 + 0o15) + '\065' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10100 + 0o36) + '\067' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(730 - 680) + '\067' + '\x35', 8369 - 8361), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\063' + chr(54) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(346 - 235) + chr(0b101101 + 0o6) + chr(0b110101) + '\063', 14266 - 14258), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + chr(49), 38886 - 38878), ehT0Px3KOsy9(chr(258 - 210) + chr(0b100101 + 0o112) + '\x34' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(1950 - 1899) + chr(0b100110 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\066' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\060', 11399 - 11391), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x34' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(53) + '\x33', 64268 - 64260), ehT0Px3KOsy9('\060' + chr(4789 - 4678) + '\x31' + '\x35' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110 + 0o151) + '\062' + chr(0b110011) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1094 - 1043) + chr(0b110011) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o50) + '\x34' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + '\x32' + chr(688 - 636) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(2275 - 2221) + chr(48), 3163 - 3155), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(2704 - 2652) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(1519 - 1471) + '\157' + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b101100 + 0o10) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\x35' + chr(1922 - 1867), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110 + 0o53) + chr(0b110111) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(54) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(55) + '\x34', 63988 - 63980), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(51) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110111) + chr(1005 - 950), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b110000 + 0o77) + chr(0b1010 + 0o50) + chr(54) + '\x32', 8), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + '\063' + '\066' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + '\x32' + chr(53) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\x31' + chr(53), 35965 - 35957), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(51) + chr(48), 18432 - 18424), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(6463 - 6352) + '\063' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1723 - 1675) + '\157' + '\x33' + chr(0b110000) + chr(1659 - 1605), 8), ehT0Px3KOsy9('\060' + chr(8883 - 8772) + chr(0b110011) + chr(0b10111 + 0o33) + '\x31', 0o10), ehT0Px3KOsy9(chr(1447 - 1399) + chr(111) + chr(0b110001) + chr(0b100111 + 0o16) + chr(51), 16383 - 16375), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + '\063' + '\067' + chr(75 - 27), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2179 - 2131) + chr(1598 - 1487) + chr(0b1111 + 0o46) + '\060', 55218 - 55210)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3'), chr(0b1100100) + chr(1137 - 1036) + chr(0b1100011) + chr(0b10101 + 0o132) + '\144' + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(0b100101 + 0o10) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def FHPsid9XeBLW(umYO37c7rPBE, avRbFsnfJxQj, YCqbdko6vV2P, XGwFblc0D4VH, kkGP3fOlEJ8h): if YCqbdko6vV2P: if kkGP3fOlEJ8h: cTsjNbtiBYNK = xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xbd\xb3\x12\x99\xd3\x97\x9c'), chr(100) + chr(220 - 119) + '\x63' + chr(7909 - 7798) + chr(0b111101 + 0o47) + chr(0b1100101))(chr(4329 - 4212) + '\164' + chr(0b1001010 + 0o34) + chr(0b1011 + 0o42) + '\x38') else: cTsjNbtiBYNK = xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xbd\xb3\x12\x99\xdc\x86\x9fPB\xb2\x94|\x1f\x8b\x1a\xf4\xa8\x9c\x86^\x01g'), chr(0b1100100) + chr(0b1100101) + chr(0b11001 + 0o112) + chr(1171 - 1060) + chr(0b1100100) + chr(8281 - 8180))(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b110 + 0o62)) elif kkGP3fOlEJ8h: cTsjNbtiBYNK = xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xb3\xb4\x0f\xdc\xd3\xd2\xc6}'), chr(0b1100100) + chr(4542 - 4441) + '\x63' + chr(259 - 148) + chr(0b101111 + 0o65) + chr(9338 - 9237))('\x75' + chr(2836 - 2720) + chr(0b101110 + 0o70) + chr(45) + '\070') else: cTsjNbtiBYNK = xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xb3\xb4\x0f\xdc\xd3\xd2\xc6}\x01\xf7\xccR1'), chr(4938 - 4838) + chr(2834 - 2733) + '\143' + chr(0b10001 + 0o136) + chr(100) + chr(101))(chr(7467 - 7350) + '\x74' + chr(102) + '\055' + '\x38') _xfloEByj0vo(umYO37c7rPBE, cTsjNbtiBYNK, ehT0Px3KOsy9(chr(48) + chr(0b100100 + 0o113) + chr(86 - 38), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100001 + 0o17), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2077 - 2029), 8), ehT0Px3KOsy9(chr(742 - 694) + chr(111) + chr(0b100100 + 0o14), 8), avRbFsnfJxQj, XGwFblc0D4VH, None)
ray-project/ray
python/ray/autoscaler/commands.py
exec_cluster
def exec_cluster(config_file, cmd, docker, screen, tmux, stop, start, override_cluster_name, port_forward): """Runs a command on the specified cluster. Arguments: config_file: path to the cluster yaml cmd: command to run docker: whether to run command in docker container of config screen: whether to run in a screen tmux: whether to run in a tmux session stop: whether to stop the cluster after command run start: whether to start the cluster if it isn't up override_cluster_name: set the name of the cluster port_forward: port to forward """ assert not (screen and tmux), "Can specify only one of `screen` or `tmux`." config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) head_node = _get_head_node( config, config_file, override_cluster_name, create_if_needed=start) provider = get_node_provider(config["provider"], config["cluster_name"]) try: updater = NodeUpdaterThread( node_id=head_node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=[], setup_commands=[], runtime_hash="", ) def wrap_docker(command): container_name = config["docker"]["container_name"] if not container_name: raise ValueError("Docker container not specified in config.") return with_docker_exec( [command], container_name=container_name)[0] cmd = wrap_docker(cmd) if docker else cmd if stop: shutdown_cmd = ( "ray stop; ray teardown ~/ray_bootstrap_config.yaml " "--yes --workers-only") if docker: shutdown_cmd = wrap_docker(shutdown_cmd) cmd += ("; {}; sudo shutdown -h now".format(shutdown_cmd)) _exec( updater, cmd, screen, tmux, expect_error=stop, port_forward=port_forward) if tmux or screen: attach_command_parts = ["ray attach", config_file] if override_cluster_name is not None: attach_command_parts.append( "--cluster-name={}".format(override_cluster_name)) if tmux: attach_command_parts.append("--tmux") elif screen: attach_command_parts.append("--screen") attach_command = " ".join(attach_command_parts) attach_info = "Use `{}` to check on command status.".format( attach_command) logger.info(attach_info) finally: provider.cleanup()
python
def exec_cluster(config_file, cmd, docker, screen, tmux, stop, start, override_cluster_name, port_forward): """Runs a command on the specified cluster. Arguments: config_file: path to the cluster yaml cmd: command to run docker: whether to run command in docker container of config screen: whether to run in a screen tmux: whether to run in a tmux session stop: whether to stop the cluster after command run start: whether to start the cluster if it isn't up override_cluster_name: set the name of the cluster port_forward: port to forward """ assert not (screen and tmux), "Can specify only one of `screen` or `tmux`." config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) head_node = _get_head_node( config, config_file, override_cluster_name, create_if_needed=start) provider = get_node_provider(config["provider"], config["cluster_name"]) try: updater = NodeUpdaterThread( node_id=head_node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=[], setup_commands=[], runtime_hash="", ) def wrap_docker(command): container_name = config["docker"]["container_name"] if not container_name: raise ValueError("Docker container not specified in config.") return with_docker_exec( [command], container_name=container_name)[0] cmd = wrap_docker(cmd) if docker else cmd if stop: shutdown_cmd = ( "ray stop; ray teardown ~/ray_bootstrap_config.yaml " "--yes --workers-only") if docker: shutdown_cmd = wrap_docker(shutdown_cmd) cmd += ("; {}; sudo shutdown -h now".format(shutdown_cmd)) _exec( updater, cmd, screen, tmux, expect_error=stop, port_forward=port_forward) if tmux or screen: attach_command_parts = ["ray attach", config_file] if override_cluster_name is not None: attach_command_parts.append( "--cluster-name={}".format(override_cluster_name)) if tmux: attach_command_parts.append("--tmux") elif screen: attach_command_parts.append("--screen") attach_command = " ".join(attach_command_parts) attach_info = "Use `{}` to check on command status.".format( attach_command) logger.info(attach_info) finally: provider.cleanup()
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Runs a command on the specified cluster. Arguments: config_file: path to the cluster yaml cmd: command to run docker: whether to run command in docker container of config screen: whether to run in a screen tmux: whether to run in a tmux session stop: whether to stop the cluster after command run start: whether to start the cluster if it isn't up override_cluster_name: set the name of the cluster port_forward: port to forward
[ "Runs", "a", "command", "on", "the", "specified", "cluster", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L312-L391
train
Runs a command on the specified cluster.
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' + '\x33' + chr(0b11110 + 0o22) + chr(1255 - 1201), 0o10), ehT0Px3KOsy9(chr(1535 - 1487) + '\x6f' + chr(49) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(54) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1509 - 1461) + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101001 + 0o6) + chr(1232 - 1183) + '\063' + chr(54), 0b1000), ehT0Px3KOsy9(chr(1398 - 1350) + chr(0b100000 + 0o117) + chr(49) + chr(0b110101) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\064' + chr(0b101101 + 0o4), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(53) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(52) + chr(0b10100 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1013 - 964) + '\x34' + chr(51), 0b1000), ehT0Px3KOsy9(chr(1394 - 1346) + '\157' + '\x31' + '\x32' + chr(811 - 758), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110000) + chr(0b10110 + 0o40), 8), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + '\062' + chr(0b110011) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + '\x33' + chr(1250 - 1201) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + chr(0b110001) + '\x36' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1011 + 0o52) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55), 0b1000), ehT0Px3KOsy9(chr(1251 - 1203) + chr(0b1101111) + chr(0b110011) + '\x31' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1000000 + 0o57) + '\063' + chr(54) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + chr(0b110001) + chr(0b100000 + 0o27) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b110001) + chr(51) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + chr(585 - 536) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(2070 - 2022) + chr(111) + chr(2147 - 2096) + chr(1089 - 1041) + chr(0b11010 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(54) + chr(2927 - 2872), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(55) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b100001 + 0o22) + '\x30' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1502 - 1454) + chr(0b1101111) + '\x32' + chr(51) + chr(693 - 642), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11001 + 0o34) + chr(1429 - 1375), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10437 - 10326) + chr(0b11101 + 0o26) + chr(52) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b11000 + 0o33) + chr(0b101011 + 0o5), 0b1000), ehT0Px3KOsy9(chr(1680 - 1632) + '\157' + chr(196 - 146) + chr(0b110010) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(1486 - 1434) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11101 + 0o24) + chr(632 - 579) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(51) + chr(0b110101) + chr(53), 12447 - 12439), ehT0Px3KOsy9('\x30' + chr(12022 - 11911) + chr(50) + chr(48) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(10161 - 10050) + chr(0b110011) + chr(0b110000 + 0o5) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10010 + 0o40) + chr(0b101 + 0o61) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(0b110001) + chr(636 - 585) + '\062', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1215 - 1167) + '\157' + '\065' + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8'), chr(2347 - 2247) + chr(101) + chr(7061 - 6962) + '\157' + chr(6650 - 6550) + chr(101))('\165' + chr(0b1000011 + 0o61) + chr(2703 - 2601) + chr(0b101101) + chr(0b100000 + 0o30)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def _xfloEByj0vo(umYO37c7rPBE, cTsjNbtiBYNK, P83rO5gGXR9W, Au272Pekc2a0, gzNu0JUgbue_, i64wROPYXl1w, avRbFsnfJxQj, XGwFblc0D4VH, TyuvV70jxcxF): assert not (Au272Pekc2a0 and gzNu0JUgbue_), xafqLlk3kkUe(SXOLrMavuUCe(b'\x85oYb-\x1e\x7fB\xc5\x03\x1au\xa9\xf2\xa2\t\x0ch\xa6\x94\\3m\xe4\x97N\xa3\xe9K\x81z\xb8\xb6\xce\x1a\xcd\xe7\x9b\xd8/\xben\x19'), chr(0b1100100) + chr(0b110100 + 0o61) + '\x63' + chr(0b11011 + 0o124) + chr(0b1100100) + chr(9891 - 9790))('\165' + chr(0b1100000 + 0o24) + '\146' + chr(1523 - 1478) + chr(2425 - 2369)) jAj7S20Ct06o = ETmqSE8BTMnM.mxtdQMeiwJZJ(_fwkIVCGgtAN(umYO37c7rPBE).U6MiWrhuCi2Y()) if XGwFblc0D4VH is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5bB1*\x0bh~\xc2\x04\x0e0'), chr(0b1100100) + chr(0b1001 + 0o134) + chr(0b1100011) + chr(111) + chr(100) + chr(101))(chr(117) + chr(10165 - 10049) + '\x66' + chr(0b101101) + '\070')] = XGwFblc0D4VH jAj7S20Ct06o = pgB8JbRyUfGJ(jAj7S20Ct06o) nsAfs7R6YXcN = Y1z55_le5oqR(jAj7S20Ct06o, umYO37c7rPBE, XGwFblc0D4VH, create_if_needed=avRbFsnfJxQj) OTgpKsy2ppP9 = FR4NFWnVuCgC(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6|X47\n\x7fS'), chr(0b1100100) + chr(2314 - 2213) + chr(0b11000 + 0o113) + '\157' + chr(100) + chr(733 - 632))(chr(0b1101010 + 0o13) + chr(0b1001101 + 0o47) + chr(8525 - 8423) + '\x2d' + chr(56))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5bB1*\x0bh~\xc2\x04\x0e0'), '\x64' + chr(101) + chr(0b111010 + 0o51) + '\x6f' + chr(100) + chr(0b101011 + 0o72))('\165' + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b111000))]) try: xZ9ED1z8lews = k0bhDe1gxPFB(node_id=nsAfs7R6YXcN, provider_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6|X47\n\x7fS'), '\x64' + '\x65' + chr(9594 - 9495) + '\157' + chr(0b1100100) + '\145')(chr(117) + '\x74' + chr(102) + '\055' + chr(2258 - 2202))], provider=OTgpKsy2ppP9, auth_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7{C*'), '\144' + chr(101) + chr(99) + '\157' + '\144' + '\x65')(chr(0b1110101) + chr(116) + chr(7987 - 7885) + '\055' + chr(56))], cluster_name=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5bB1*\x0bh~\xc2\x04\x0e0'), chr(0b100110 + 0o76) + chr(101) + '\143' + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(116) + chr(0b11101 + 0o111) + chr(1640 - 1595) + '\070')], file_mounts=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b"\xa0g['\x01\x03uT\xc2\x11\x10"), '\144' + '\x65' + '\x63' + '\x6f' + chr(0b11101 + 0o107) + '\x65')(chr(0b1010111 + 0o36) + '\x74' + chr(10197 - 10095) + chr(45) + chr(56))], initialization_commands=[], setup_commands=[], runtime_hash=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101100 + 0o3) + '\144' + chr(0b1100101))(chr(117) + '\164' + '\146' + chr(52 - 7) + chr(0b111000))) def v0qFuRFRQsI_(CVh_Z3xeqjku): mCkWV80ZtMIo = jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2aT);\x1c'), chr(0b110101 + 0o57) + chr(0b1001001 + 0o34) + chr(0b100101 + 0o76) + chr(0b1100 + 0o143) + chr(0b1100100) + chr(101))(chr(0b101111 + 0o106) + '\x74' + chr(0b1100110) + chr(381 - 336) + chr(1184 - 1128))][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5aY6?\x07tD\xde:\r4\xab\xf9'), chr(100) + '\x65' + chr(7544 - 7445) + chr(0b1100101 + 0o12) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b100101 + 0o117) + chr(102) + chr(0b101101) + chr(56))] if not mCkWV80ZtMIo: raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\x82aT);\x1c:B\xc3\x0b\x174\xaf\xf2\xab\x02\x0ci\xa7\x85\\/{\xa1\x94T\xa6\xf2K\x804\xb1\xf8\x81\x0b\x82\xe9\x89\xdc=\xe8'), chr(5736 - 5636) + chr(101) + '\x63' + chr(515 - 404) + chr(0b1 + 0o143) + chr(0b1000010 + 0o43))('\165' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b111000))) return B7JEWS7tp8PR([CVh_Z3xeqjku], container_name=mCkWV80ZtMIo)[ehT0Px3KOsy9(chr(1160 - 1112) + chr(0b1100111 + 0o10) + chr(0b11 + 0o55), 0b1000)] cTsjNbtiBYNK = v0qFuRFRQsI_(cTsjNbtiBYNK) if P83rO5gGXR9W else cTsjNbtiBYNK if i64wROPYXl1w: b3KGAbYeK4aQ = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4oNb-\x1auQ\x97E\x114\xbf\xbc\xba\x15Mu\xac\x9e\x0b2+\xba\xd8O\xa1\xe2q\x86{\xb7\xe2\xd2\x1c\x9f\xe6\x9f\xea9\xa9`Q+9@c@\xc1\tCx\xeb\xe5\xab\x03\x0c*\xe5\x86\x13.`\xa1\x85N\xed\xf4@\x88m'), chr(0b10000 + 0o124) + chr(0b1100101) + chr(0b1100011) + chr(0b1101000 + 0o7) + '\x64' + chr(0b101110 + 0o67))(chr(0b1110101) + '\164' + chr(0b1010000 + 0o26) + '\x2d' + '\070') if P83rO5gGXR9W: b3KGAbYeK4aQ = v0qFuRFRQsI_(b3KGAbYeK4aQ) cTsjNbtiBYNK += xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd.L?eNiT\xc8\nC&\xae\xe9\xba\x14Cp\xa6\xd1Q4+\xaa\x98J'), chr(100) + '\x65' + chr(0b110000 + 0o63) + '\157' + chr(0b101111 + 0o65) + chr(0b0 + 0o145))('\x75' + chr(116) + '\146' + '\x2d' + chr(0b111000)).V4roHaS3Ppej(b3KGAbYeK4aQ) MVUv_dZXZQBv(xZ9ED1z8lews, cTsjNbtiBYNK, Au272Pekc2a0, gzNu0JUgbue_, expect_error=i64wROPYXl1w, port_forward=TyuvV70jxcxF) if gzNu0JUgbue_ or Au272Pekc2a0: tKGig2sgCuhj = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4oNb?\x1an@\xcf\r'), chr(100) + '\x65' + chr(99) + chr(999 - 888) + '\144' + '\x65')(chr(117) + chr(116) + chr(102) + '\055' + '\x38'), umYO37c7rPBE] if XGwFblc0D4VH is not None: xafqLlk3kkUe(tKGig2sgCuhj, xafqLlk3kkUe(SXOLrMavuUCe(b"\xa7~G'0\n"), chr(9725 - 9625) + chr(0b1010001 + 0o24) + chr(0b1011101 + 0o6) + '\x6f' + chr(100) + '\x65')('\165' + chr(0b110011 + 0o101) + chr(0b1000000 + 0o46) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb#T.+\x1dnD\xdeH\r4\xab\xf9\xf3\x0bQ'), chr(0b1100100) + chr(0b1001101 + 0o30) + chr(9533 - 9434) + chr(111) + chr(3094 - 2994) + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + chr(1574 - 1529) + chr(910 - 854)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x90:E-\x16\x0fI\x12\xfc\x15\x06?'), chr(3666 - 3566) + chr(101) + chr(5055 - 4956) + chr(10357 - 10246) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b100110 + 0o7) + chr(2848 - 2792)))(XGwFblc0D4VH)) if gzNu0JUgbue_: xafqLlk3kkUe(tKGig2sgCuhj, xafqLlk3kkUe(SXOLrMavuUCe(b"\xa7~G'0\n"), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + '\x64' + '\x65')(chr(117) + chr(116) + chr(102) + '\x2d' + chr(1860 - 1804)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb#C/+\x16'), chr(0b1100100) + '\x65' + chr(0b100110 + 0o75) + '\157' + chr(5369 - 5269) + chr(101))(chr(345 - 228) + '\x74' + chr(2841 - 2739) + chr(0b101101) + chr(0b111000))) elif Au272Pekc2a0: xafqLlk3kkUe(tKGig2sgCuhj, xafqLlk3kkUe(SXOLrMavuUCe(b"\xa7~G'0\n"), chr(100) + chr(101) + chr(0b1011010 + 0o11) + '\157' + chr(100) + '\x65')('\165' + '\164' + chr(0b1100110) + chr(699 - 654) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb#D!,\x0b\x7fO'), '\x64' + chr(0b1010000 + 0o25) + chr(99) + chr(9467 - 9356) + chr(0b1011110 + 0o6) + chr(101))(chr(0b101010 + 0o113) + '\x74' + '\x66' + chr(45) + chr(0b111000))) WulheyJ4tFiH = xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), '\x64' + chr(0b1100101) + chr(9276 - 9177) + chr(0b1101111) + chr(0b101110 + 0o66) + chr(0b1010001 + 0o24))(chr(0b1110101) + chr(0b1010100 + 0o40) + chr(559 - 457) + chr(0b101101) + chr(0b111000))._oWXztVNnqHF(tKGig2sgCuhj) AsMMztHXzq3Q = xafqLlk3kkUe(SXOLrMavuUCe(b"\x93}Rb>\x15gA\x8c\x11\x0cu\xa5\xf4\xab\x13G'\xa7\x9f\\?d\xa9\x9a\\\xae\xff\x0e\x97`\xb9\xe2\xd4\x1b\xc3"), chr(100) + '\x65' + '\143' + chr(111) + '\144' + chr(0b1100101))(chr(0b111110 + 0o67) + '\164' + chr(102) + chr(1948 - 1903) + chr(0b111000)).V4roHaS3Ppej(WulheyJ4tFiH) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x959\x7f:+\r}\x16\xc6\t9>'), '\x64' + chr(0b1100101) + chr(99) + '\x6f' + '\144' + '\145')(chr(0b1110101) + '\x74' + chr(102) + chr(0b101101) + '\x38'))(AsMMztHXzq3Q) finally: xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5bR#0\x1bj'), '\x64' + '\145' + chr(0b1100011) + chr(0b111100 + 0o63) + chr(0b110101 + 0o57) + '\145')('\x75' + chr(4195 - 4079) + chr(0b1011110 + 0o10) + chr(0b101101) + chr(0b111000)))()
ray-project/ray
python/ray/autoscaler/commands.py
rsync
def rsync(config_file, source, target, override_cluster_name, down): """Rsyncs files. Arguments: config_file: path to the cluster yaml source: source dir target: target dir override_cluster_name: set the name of the cluster down: whether we're syncing remote -> local """ config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) head_node = _get_head_node( config, config_file, override_cluster_name, create_if_needed=False) provider = get_node_provider(config["provider"], config["cluster_name"]) try: updater = NodeUpdaterThread( node_id=head_node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=[], setup_commands=[], runtime_hash="", ) if down: rsync = updater.rsync_down else: rsync = updater.rsync_up rsync(source, target, check_error=False) finally: provider.cleanup()
python
def rsync(config_file, source, target, override_cluster_name, down): """Rsyncs files. Arguments: config_file: path to the cluster yaml source: source dir target: target dir override_cluster_name: set the name of the cluster down: whether we're syncing remote -> local """ config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name config = _bootstrap_config(config) head_node = _get_head_node( config, config_file, override_cluster_name, create_if_needed=False) provider = get_node_provider(config["provider"], config["cluster_name"]) try: updater = NodeUpdaterThread( node_id=head_node, provider_config=config["provider"], provider=provider, auth_config=config["auth"], cluster_name=config["cluster_name"], file_mounts=config["file_mounts"], initialization_commands=[], setup_commands=[], runtime_hash="", ) if down: rsync = updater.rsync_down else: rsync = updater.rsync_up rsync(source, target, check_error=False) finally: provider.cleanup()
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Rsyncs files. Arguments: config_file: path to the cluster yaml source: source dir target: target dir override_cluster_name: set the name of the cluster down: whether we're syncing remote -> local
[ "Rsyncs", "files", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L416-L453
train
Rsyncs the source directory to the target 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) + '\x6f' + chr(0b110001) + '\x33' + chr(625 - 574), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100011 + 0o16) + '\066' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1100 + 0o46) + '\064' + '\063', 25649 - 25641), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(322 - 273) + chr(1022 - 969) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(727 - 675) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\061' + chr(0b11100 + 0o24) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + '\064' + '\x31', 8), ehT0Px3KOsy9(chr(1689 - 1641) + chr(111) + chr(616 - 566) + chr(0b100111 + 0o11) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b110010) + '\061' + chr(0b101011 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(1342 - 1294) + '\157' + '\x32' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b100010 + 0o20) + chr(0b11010 + 0o35), 11514 - 11506), ehT0Px3KOsy9(chr(1351 - 1303) + chr(0b1010101 + 0o32) + '\x31' + '\x32' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b111 + 0o54) + chr(1436 - 1387) + '\x36', 0o10), ehT0Px3KOsy9(chr(242 - 194) + chr(111) + '\063' + '\x30' + chr(1866 - 1813), 32317 - 32309), ehT0Px3KOsy9('\060' + chr(454 - 343) + '\x31' + '\x32' + chr(770 - 720), 0o10), ehT0Px3KOsy9(chr(1224 - 1176) + chr(0b1101111) + '\x33', 27649 - 27641), ehT0Px3KOsy9('\x30' + chr(8704 - 8593) + chr(0b110010) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + chr(0b110011) + chr(51) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(11258 - 11147) + chr(1121 - 1070) + chr(92 - 42) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(54) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(0b100000 + 0o21) + chr(0b1010 + 0o53) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b110001) + chr(1661 - 1607), 8), ehT0Px3KOsy9(chr(740 - 692) + '\157' + '\x32' + chr(0b110101) + chr(1004 - 950), 0o10), ehT0Px3KOsy9(chr(1804 - 1756) + chr(0b1101111) + '\x31' + chr(0b110001) + chr(0b11110 + 0o24), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10101 + 0o35) + '\066' + '\x37', 61217 - 61209), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b110011) + '\x36' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(1254 - 1203) + chr(0b10000 + 0o40) + '\065', 8), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + '\062' + chr(51) + chr(1257 - 1209), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(700 - 648) + '\x32', 33595 - 33587), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2059 - 2008) + '\062', 36320 - 36312), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1746 - 1695) + chr(52) + chr(0b110001 + 0o1), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(0b10101 + 0o40) + '\067', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + '\x31' + '\x35' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x30' + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110111) + '\065', 2417 - 2409), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2105 - 2055) + chr(0b100111 + 0o15) + '\x33', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + chr(50) + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\x30' + chr(107 - 57), ord("\x08")), ehT0Px3KOsy9(chr(764 - 716) + '\157' + chr(0b110010) + '\067' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1680 - 1629) + chr(1689 - 1641), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1458 - 1405) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'u'), chr(0b1011010 + 0o12) + '\145' + chr(4199 - 4100) + '\157' + '\x64' + chr(0b1100101))('\x75' + chr(0b1100101 + 0o17) + '\146' + '\x2d' + chr(0b110100 + 0o4)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Ufs_n9z2VBXH(umYO37c7rPBE, Qas9W3D0Xbzi, GR1581dR5rDS, XGwFblc0D4VH, Kz9B9kmBqwSS): jAj7S20Ct06o = ETmqSE8BTMnM.mxtdQMeiwJZJ(_fwkIVCGgtAN(umYO37c7rPBE).U6MiWrhuCi2Y()) if XGwFblc0D4VH is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b"8\x1b\xd6\x1cU'S\xdc\xe7s:3"), chr(100) + '\x65' + '\x63' + chr(0b1101111 + 0o0) + chr(0b1100100) + '\145')(chr(0b1000000 + 0o65) + chr(116) + '\x66' + chr(0b101101) + chr(56))] = XGwFblc0D4VH jAj7S20Ct06o = pgB8JbRyUfGJ(jAj7S20Ct06o) nsAfs7R6YXcN = Y1z55_le5oqR(jAj7S20Ct06o, umYO37c7rPBE, XGwFblc0D4VH, create_if_needed=ehT0Px3KOsy9('\060' + chr(0b110111 + 0o70) + '\x30', 0o10)) OTgpKsy2ppP9 = FR4NFWnVuCgC(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'+\x05\xcc\x19H&D\xf1'), chr(0b110001 + 0o63) + chr(1830 - 1729) + '\143' + chr(6877 - 6766) + '\x64' + chr(6241 - 6140))(chr(13425 - 13308) + '\164' + '\x66' + chr(45) + chr(56))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b"8\x1b\xd6\x1cU'S\xdc\xe7s:3"), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(116) + chr(0b1001101 + 0o31) + chr(0b101101) + chr(56))]) try: xZ9ED1z8lews = k0bhDe1gxPFB(node_id=nsAfs7R6YXcN, provider_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'+\x05\xcc\x19H&D\xf1'), '\x64' + '\145' + '\143' + '\x6f' + chr(100) + '\145')(chr(117) + '\164' + '\x66' + '\055' + chr(0b111000))], provider=OTgpKsy2ppP9, auth_config=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b':\x02\xd7\x07'), chr(0b1100100) + '\145' + chr(0b110000 + 0o63) + chr(9675 - 9564) + chr(100) + '\x65')('\165' + chr(0b1110100) + chr(102) + chr(1599 - 1554) + '\070')], cluster_name=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b"8\x1b\xd6\x1cU'S\xdc\xe7s:3"), chr(6042 - 5942) + chr(101) + chr(0b100011 + 0o100) + '\x6f' + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(6157 - 6055) + chr(45) + '\070')], file_mounts=jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'=\x1e\xcf\n~/N\xf6\xe7f$'), chr(100) + '\x65' + '\x63' + chr(111) + '\x64' + '\x65')(chr(0b1101111 + 0o6) + '\x74' + chr(0b1100110) + chr(0b100010 + 0o13) + chr(1797 - 1741))], initialization_commands=[], setup_commands=[], runtime_hash=xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(0b1100101) + chr(1872 - 1773) + chr(0b110011 + 0o74) + '\x64' + chr(0b1100101))(chr(117) + '\164' + chr(0b1100110) + chr(0b10111 + 0o26) + '\070')) if Kz9B9kmBqwSS: Ufs_n9z2VBXH = xZ9ED1z8lews.rsync_down else: Ufs_n9z2VBXH = xZ9ED1z8lews.rsync_up Ufs_n9z2VBXH(Qas9W3D0Xbzi, GR1581dR5rDS, check_error=ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b110 + 0o52), 8)) finally: xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'8\x1b\xc6\x0eO7Q'), chr(100) + chr(0b101110 + 0o67) + chr(0b1100011) + chr(0b1101111) + chr(0b10000 + 0o124) + '\145')(chr(1140 - 1023) + chr(4838 - 4722) + chr(0b1100110) + '\x2d' + '\070'))()
ray-project/ray
python/ray/autoscaler/commands.py
get_head_node_ip
def get_head_node_ip(config_file, override_cluster_name): """Returns head node IP for given configuration file if exists.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name provider = get_node_provider(config["provider"], config["cluster_name"]) try: head_node = _get_head_node(config, config_file, override_cluster_name) if config.get("provider", {}).get("use_internal_ips", False) is True: head_node_ip = provider.internal_ip(head_node) else: head_node_ip = provider.external_ip(head_node) finally: provider.cleanup() return head_node_ip
python
def get_head_node_ip(config_file, override_cluster_name): """Returns head node IP for given configuration file if exists.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name provider = get_node_provider(config["provider"], config["cluster_name"]) try: head_node = _get_head_node(config, config_file, override_cluster_name) if config.get("provider", {}).get("use_internal_ips", False) is True: head_node_ip = provider.internal_ip(head_node) else: head_node_ip = provider.external_ip(head_node) finally: provider.cleanup() return head_node_ip
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Returns head node IP for given configuration file if exists.
[ "Returns", "head", "node", "IP", "for", "given", "configuration", "file", "if", "exists", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L456-L473
train
Returns the head node IP for given configuration file if exists.
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1299) + chr(111) + chr(2135 - 2086) + chr(0b0 + 0o61) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1011 + 0o144) + chr(49) + '\x34' + chr(88 - 40), ord("\x08")), ehT0Px3KOsy9(chr(1978 - 1930) + chr(0b101010 + 0o105) + chr(50), 15575 - 15567), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(49) + chr(0b10001 + 0o45), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(1559 - 1506), 0o10), ehT0Px3KOsy9(chr(100 - 52) + chr(111) + chr(0b110001) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(49) + '\067' + chr(0b11101 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9772 - 9661) + chr(0b110001 + 0o1) + '\066' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + '\x31' + '\x36' + '\x33', 23500 - 23492), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b101010 + 0o10) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1001101 + 0o42) + chr(0b100001 + 0o20) + '\060', 29911 - 29903), ehT0Px3KOsy9(chr(1369 - 1321) + chr(4364 - 4253) + '\x37' + chr(283 - 229), 28085 - 28077), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(49) + '\065' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\x33' + chr(759 - 710) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(5691 - 5580) + '\063' + chr(54) + chr(0b100111 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x35' + chr(2286 - 2232), 6897 - 6889), ehT0Px3KOsy9('\x30' + chr(7517 - 7406) + chr(0b110000 + 0o2) + chr(955 - 906) + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b1000 + 0o51) + chr(0b101101 + 0o7), 8), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(230 - 179) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(898 - 850) + chr(111) + chr(2206 - 2157) + chr(1349 - 1294) + '\060', 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(7921 - 7810) + chr(2095 - 2045) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000011 + 0o54) + chr(0b110011) + '\x32' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\062' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1650 - 1602) + '\157' + chr(2326 - 2276) + chr(0b110000) + chr(0b1 + 0o63), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b0 + 0o61) + chr(54) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11010 + 0o31) + chr(0b101110 + 0o4) + '\x31', 17819 - 17811), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b110010) + '\066' + '\067', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\064' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b1110 + 0o42) + chr(564 - 510), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(268 - 219) + '\066' + '\x35', 2943 - 2935), ehT0Px3KOsy9('\060' + chr(4947 - 4836) + '\x32' + '\065' + chr(0b11110 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\063' + chr(55) + chr(0b1011 + 0o50), 15216 - 15208), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b100 + 0o55) + chr(0b110111) + chr(202 - 152), 14809 - 14801), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110110) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(3953 - 3842) + chr(0b110001) + chr(478 - 423) + chr(50), 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(51) + '\060' + chr(0b101111 + 0o2), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b10 + 0o63) + chr(1890 - 1839), 0o10), ehT0Px3KOsy9(chr(564 - 516) + chr(111) + chr(0b10000 + 0o42) + chr(0b110111) + chr(0b10101 + 0o42), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(1228 - 1180), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2'), chr(0b1000110 + 0o36) + chr(0b100111 + 0o76) + chr(0b100100 + 0o77) + '\157' + '\144' + '\x65')(chr(0b111001 + 0o74) + '\x74' + chr(0b1001 + 0o135) + chr(45) + chr(0b110111 + 0o1)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def VDFHC1FvI8Af(umYO37c7rPBE, XGwFblc0D4VH): jAj7S20Ct06o = ETmqSE8BTMnM.mxtdQMeiwJZJ(_fwkIVCGgtAN(umYO37c7rPBE).U6MiWrhuCi2Y()) if XGwFblc0D4VH is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xef&\x15q\xbax|"\xd9\x12\xbfm'), chr(100) + '\145' + chr(8920 - 8821) + chr(111) + chr(0b100111 + 0o75) + chr(543 - 442))(chr(1664 - 1547) + '\x74' + chr(6898 - 6796) + chr(0b101101) + '\x38')] = XGwFblc0D4VH OTgpKsy2ppP9 = FR4NFWnVuCgC(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc8\x0ft\xa7yk\x0f'), chr(4482 - 4382) + chr(0b1100101) + '\x63' + chr(0b1010101 + 0o32) + chr(0b100110 + 0o76) + chr(101))('\165' + chr(0b1110100) + '\x66' + '\x2d' + chr(0b10011 + 0o45))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'\xef&\x15q\xbax|"\xd9\x12\xbfm'), '\144' + chr(6348 - 6247) + '\x63' + '\157' + '\144' + chr(0b1100101))(chr(7519 - 7402) + chr(0b1110100) + chr(102) + '\055' + '\070')]) try: nsAfs7R6YXcN = Y1z55_le5oqR(jAj7S20Ct06o, umYO37c7rPBE, XGwFblc0D4VH) if xafqLlk3kkUe(jAj7S20Ct06o.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc8\x0ft\xa7yk\x0f'), '\x64' + chr(0b1100001 + 0o4) + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(0b110 + 0o157) + chr(0b110011 + 0o101) + '\x66' + chr(45) + '\x38'), {}), xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb/\x14'), '\x64' + chr(101) + chr(99) + '\157' + '\144' + chr(0b11111 + 0o106))(chr(8409 - 8292) + chr(0b1110100) + chr(0b1100110) + chr(1461 - 1416) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf99\x05]\xa7sz\x18\xc5\x1d\xb3da\x04\xbc\x80'), chr(5616 - 5516) + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1001 + 0o134))('\165' + '\164' + '\146' + '\x2d' + chr(0b100011 + 0o25)), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b111 + 0o51), 0o10)) is ehT0Px3KOsy9('\x30' + chr(9440 - 9329) + chr(1501 - 1452), ord("\x08")): UlTGa3ahk6yI = OTgpKsy2ppP9.internal_ip(nsAfs7R6YXcN) else: UlTGa3ahk6yI = OTgpKsy2ppP9.external_ip(nsAfs7R6YXcN) finally: xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xef&\x05c\xa0h~'), chr(0b1100100) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + '\145')(chr(0b1000011 + 0o62) + '\164' + '\x66' + chr(45) + chr(0b100011 + 0o25)))() return UlTGa3ahk6yI
ray-project/ray
python/ray/autoscaler/commands.py
get_worker_node_ips
def get_worker_node_ips(config_file, override_cluster_name): """Returns worker node IPs for given configuration file.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name provider = get_node_provider(config["provider"], config["cluster_name"]) try: nodes = provider.non_terminated_nodes({TAG_RAY_NODE_TYPE: "worker"}) if config.get("provider", {}).get("use_internal_ips", False) is True: return [provider.internal_ip(node) for node in nodes] else: return [provider.external_ip(node) for node in nodes] finally: provider.cleanup()
python
def get_worker_node_ips(config_file, override_cluster_name): """Returns worker node IPs for given configuration file.""" config = yaml.load(open(config_file).read()) if override_cluster_name is not None: config["cluster_name"] = override_cluster_name provider = get_node_provider(config["provider"], config["cluster_name"]) try: nodes = provider.non_terminated_nodes({TAG_RAY_NODE_TYPE: "worker"}) if config.get("provider", {}).get("use_internal_ips", False) is True: return [provider.internal_ip(node) for node in nodes] else: return [provider.external_ip(node) for node in nodes] finally: provider.cleanup()
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Returns worker node IPs for given configuration file.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/commands.py#L476-L492
train
Returns worker node IPs for given configuration file.
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3604) + chr(1105 - 1050) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1279 - 1231) + chr(4984 - 4873) + chr(0b110010) + chr(0b110000) + '\x36', 22318 - 22310), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\067' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1901 - 1853) + chr(0b1101111) + '\063' + chr(141 - 86), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10000 + 0o41) + chr(795 - 747) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\061' + chr(51) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(58 - 9) + '\x34' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1426 - 1378) + chr(0b1010010 + 0o35) + chr(2025 - 1973), 41820 - 41812), ehT0Px3KOsy9('\x30' + chr(2280 - 2169) + chr(0b110010) + chr(0b101010 + 0o11) + '\063', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(1854 - 1805) + chr(0b110 + 0o61) + chr(1223 - 1168), 22172 - 22164), ehT0Px3KOsy9(chr(0b110000) + chr(10199 - 10088) + chr(0b110111) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(4381 - 4270) + chr(0b110000 + 0o3) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(820 - 709) + '\062' + chr(0b110010) + chr(1755 - 1701), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000 + 0o5) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b110001 + 0o76) + '\x33' + '\063' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\x33' + chr(51), 0o10), ehT0Px3KOsy9(chr(1559 - 1511) + chr(0b1101111) + chr(0b110010) + chr(51) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + '\x32' + '\x34' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(51) + '\066' + '\066', 23427 - 23419), ehT0Px3KOsy9(chr(1616 - 1568) + chr(111) + chr(1103 - 1054) + '\x33' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1183 - 1135) + chr(8891 - 8780) + chr(0b11111 + 0o22) + '\063' + '\066', 8), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x36' + '\060', 10280 - 10272), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b1001 + 0o53) + '\064', 16474 - 16466), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(581 - 527) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\060' + chr(54), 8), ehT0Px3KOsy9(chr(1707 - 1659) + '\x6f' + chr(0b110011) + '\063' + chr(2769 - 2715), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\x36' + chr(2639 - 2586), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x31' + '\x33', 0b1000), ehT0Px3KOsy9(chr(1961 - 1913) + chr(111) + chr(1802 - 1751) + chr(0b111 + 0o52) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6289 - 6178) + chr(2276 - 2224) + chr(116 - 63), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + chr(51) + chr(53) + chr(0b10000 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x33' + chr(1453 - 1398), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(49) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x35' + chr(0b1111 + 0o45), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1010 + 0o51) + '\061' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\066' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(11230 - 11119) + chr(49) + chr(0b110110) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\064' + '\063', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + '\x30', 46005 - 45997)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x17'), chr(0b1110 + 0o126) + '\x65' + '\x63' + chr(0b0 + 0o157) + '\x64' + '\x65')(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def SkK2FgSJy_1u(umYO37c7rPBE, XGwFblc0D4VH): jAj7S20Ct06o = ETmqSE8BTMnM.mxtdQMeiwJZJ(_fwkIVCGgtAN(umYO37c7rPBE).U6MiWrhuCi2Y()) if XGwFblc0D4VH is not None: jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xea\x0bl1?\x16[\xf5\x1eT\x7f'), chr(100) + chr(0b101011 + 0o72) + '\143' + '\157' + '\x64' + chr(6459 - 6358))(chr(9041 - 8924) + chr(1473 - 1357) + chr(0b1100110) + '\x2d' + '\070')] = XGwFblc0D4VH OTgpKsy2ppP9 = FR4NFWnVuCgC(jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'I\xf4\x11i,>\x01v'), chr(0b10110 + 0o116) + '\145' + '\x63' + chr(5081 - 4970) + '\144' + chr(101))('\165' + chr(116) + chr(805 - 703) + chr(45) + '\070')], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xea\x0bl1?\x16[\xf5\x1eT\x7f'), '\x64' + '\145' + '\143' + '\157' + '\x64' + '\145')('\165' + '\x74' + chr(0b1000111 + 0o37) + chr(0b10110 + 0o27) + chr(56))]) try: kRMNAtqSxSv7 = OTgpKsy2ppP9.non_terminated_nodes({QmlYtHQYBWyE: xafqLlk3kkUe(SXOLrMavuUCe(b'N\xe9\x0ct ('), '\144' + '\x65' + '\x63' + chr(111) + chr(9229 - 9129) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000))}) if xafqLlk3kkUe(jAj7S20Ct06o.get(xafqLlk3kkUe(SXOLrMavuUCe(b'I\xf4\x11i,>\x01v'), chr(2343 - 2243) + chr(0b1010001 + 0o24) + chr(766 - 667) + '\x6f' + chr(0b1100100) + chr(101))('\x75' + '\x74' + chr(0b101111 + 0o67) + chr(0b101101) + chr(0b10100 + 0o44)), {}), xafqLlk3kkUe(SXOLrMavuUCe(b'^\xe3\n'), '\x64' + chr(3347 - 3246) + chr(99) + chr(0b1101111) + chr(100) + '\145')(chr(117) + chr(0b1000110 + 0o56) + chr(4099 - 3997) + chr(45) + chr(0b1110 + 0o52)))(xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf5\x1b@,4\x10a\xe9\x11Xv\xc9B\xad('), chr(0b10001 + 0o123) + chr(10177 - 10076) + chr(0b11111 + 0o104) + chr(0b1101111) + '\x64' + chr(101))('\x75' + chr(116) + '\146' + chr(0b110 + 0o47) + chr(0b1001 + 0o57)), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b110100 + 0o73) + '\x30', 0o10)) is ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1001 + 0o50), 1240 - 1232): return [xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'P\xe8\nz74\x05h\xc4\x16I'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))('\165' + chr(12888 - 12772) + chr(2795 - 2693) + chr(0b1100 + 0o41) + '\070'))(FDgyextYBrUF) for FDgyextYBrUF in kRMNAtqSxSv7] else: return [xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'\\\xfe\nz74\x05h\xc4\x16I'), chr(0b1010110 + 0o16) + '\145' + '\143' + chr(111) + chr(0b1000000 + 0o44) + chr(0b1100101))(chr(3745 - 3628) + '\x74' + chr(102) + '\x2d' + chr(56)))(FDgyextYBrUF) for FDgyextYBrUF in kRMNAtqSxSv7] finally: xafqLlk3kkUe(OTgpKsy2ppP9, xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xea\x1b~+/\x14'), chr(0b1100100) + chr(0b111101 + 0o50) + '\143' + chr(0b1101111) + chr(0b111110 + 0o46) + chr(2298 - 2197))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101010 + 0o3) + chr(335 - 279)))()
ray-project/ray
python/ray/tune/function_runner.py
FunctionRunner._train
def _train(self): """Implements train() for a Function API. If the RunnerThread finishes without reporting "done", Tune will automatically provide a magic keyword __duplicate__ along with a result with "done=True". The TrialRunner will handle the result accordingly (see tune/trial_runner.py). """ if self._runner.is_alive(): # if started and alive, inform the reporter to continue and # generate the next result self._continue_semaphore.release() else: # if not alive, try to start self._status_reporter._start() try: self._runner.start() except RuntimeError: # If this is reached, it means the thread was started and is # now done or has raised an exception. pass result = None while result is None and self._runner.is_alive(): # fetch the next produced result try: result = self._results_queue.get( block=True, timeout=RESULT_FETCH_TIMEOUT) except queue.Empty: pass # if no result were found, then the runner must no longer be alive if result is None: # Try one last time to fetch results in case results were reported # in between the time of the last check and the termination of the # thread runner. try: result = self._results_queue.get(block=False) except queue.Empty: pass # check if error occured inside the thread runner if result is None: # only raise an error from the runner if all results are consumed self._report_thread_runner_error(block=True) # Under normal conditions, this code should never be reached since # this branch should only be visited if the runner thread raised # an exception. If no exception were raised, it means that the # runner thread never reported any results which should not be # possible when wrapping functions with `wrap_function`. raise TuneError( ("Wrapped function ran until completion without reporting " "results or raising an exception.")) else: if not self._error_queue.empty(): logger.warning( ("Runner error waiting to be raised in main thread. " "Logging all available results first.")) # This keyword appears if the train_func using the Function API # finishes without "done=True". This duplicates the last result, but # the TrialRunner will not log this result again. if "__duplicate__" in result: new_result = self._last_result.copy() new_result.update(result) result = new_result self._last_result = result return result
python
def _train(self): """Implements train() for a Function API. If the RunnerThread finishes without reporting "done", Tune will automatically provide a magic keyword __duplicate__ along with a result with "done=True". The TrialRunner will handle the result accordingly (see tune/trial_runner.py). """ if self._runner.is_alive(): # if started and alive, inform the reporter to continue and # generate the next result self._continue_semaphore.release() else: # if not alive, try to start self._status_reporter._start() try: self._runner.start() except RuntimeError: # If this is reached, it means the thread was started and is # now done or has raised an exception. pass result = None while result is None and self._runner.is_alive(): # fetch the next produced result try: result = self._results_queue.get( block=True, timeout=RESULT_FETCH_TIMEOUT) except queue.Empty: pass # if no result were found, then the runner must no longer be alive if result is None: # Try one last time to fetch results in case results were reported # in between the time of the last check and the termination of the # thread runner. try: result = self._results_queue.get(block=False) except queue.Empty: pass # check if error occured inside the thread runner if result is None: # only raise an error from the runner if all results are consumed self._report_thread_runner_error(block=True) # Under normal conditions, this code should never be reached since # this branch should only be visited if the runner thread raised # an exception. If no exception were raised, it means that the # runner thread never reported any results which should not be # possible when wrapping functions with `wrap_function`. raise TuneError( ("Wrapped function ran until completion without reporting " "results or raising an exception.")) else: if not self._error_queue.empty(): logger.warning( ("Runner error waiting to be raised in main thread. " "Logging all available results first.")) # This keyword appears if the train_func using the Function API # finishes without "done=True". This duplicates the last result, but # the TrialRunner will not log this result again. if "__duplicate__" in result: new_result = self._last_result.copy() new_result.update(result) result = new_result self._last_result = result return result
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Implements train() for a Function API. If the RunnerThread finishes without reporting "done", Tune will automatically provide a magic keyword __duplicate__ along with a result with "done=True". The TrialRunner will handle the result accordingly (see tune/trial_runner.py).
[ "Implements", "train", "()", "for", "a", "Function", "API", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/function_runner.py#L151-L221
train
Implements train method for a Function API.
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(9460 - 9349) + chr(0b110111) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110 + 0o55) + '\064', 0b1000), ehT0Px3KOsy9(chr(1982 - 1934) + '\x6f' + chr(0b1100 + 0o46) + '\062' + chr(0b101110 + 0o7), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b10001 + 0o44) + '\064', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x34' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(54) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(587 - 536) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x33' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11932 - 11821) + '\x31' + '\x34' + '\061', 51457 - 51449), ehT0Px3KOsy9(chr(597 - 549) + '\x6f' + chr(0b110010) + chr(0b110001) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(1321 - 1210) + chr(50) + '\060' + '\066', 42001 - 41993), ehT0Px3KOsy9(chr(48) + chr(12269 - 12158) + '\063' + '\064', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(771 - 721) + chr(1426 - 1376), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101111 + 0o2) + chr(2499 - 2446) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1191 - 1143) + chr(0b1101111) + chr(0b110011) + chr(0b10010 + 0o45) + chr(2260 - 2210), 8976 - 8968), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(0b10010 + 0o40) + '\064' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(6310 - 6199) + chr(0b110001) + chr(0b100000 + 0o22) + chr(1665 - 1612), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\067' + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1384 - 1333) + chr(53) + chr(0b110101), 36746 - 36738), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + '\x32' + chr(1942 - 1894) + chr(54), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(1642 - 1591) + '\067' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(924 - 875) + '\062' + chr(2292 - 2240), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(11617 - 11506) + chr(535 - 486) + chr(51) + chr(0b100100 + 0o15), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b110011) + '\060', 40877 - 40869), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1010 + 0o47) + chr(54) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(363 - 314) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b110100) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(10667 - 10556) + '\062' + chr(1107 - 1053) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(6959 - 6848) + chr(0b110011) + chr(2457 - 2403) + chr(1553 - 1503), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + '\062' + '\064' + chr(1088 - 1040), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(48) + chr(0b10111 + 0o34), 49206 - 49198), ehT0Px3KOsy9('\x30' + chr(111) + chr(2030 - 1981) + '\065' + '\x36', 0b1000), ehT0Px3KOsy9(chr(1768 - 1720) + '\157' + chr(0b101101 + 0o4) + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9(chr(687 - 639) + chr(0b1000001 + 0o56) + '\x33' + chr(0b110100) + chr(55), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + '\x33' + '\x32' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x32' + chr(0b101101 + 0o5), 32063 - 32055), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(386 - 275) + chr(50) + chr(0b100000 + 0o26) + chr(461 - 407), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b1100 + 0o44) + chr(0b1111 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101101 + 0o102) + chr(0b10011 + 0o41) + chr(0b100000 + 0o22), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(940 - 892) + '\x6f' + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x13'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(2368 - 2267))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ZPmUrryptnX6(oVre8I6UXc3b): if xafqLlk3kkUe(oVre8I6UXc3b._runner, xafqLlk3kkUe(SXOLrMavuUCe(b'To\xca\x8dJ\x18+\xfb'), chr(4573 - 4473) + chr(0b1011111 + 0o6) + chr(1455 - 1356) + chr(0b1101111 + 0o0) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b1100 + 0o54)))(): xafqLlk3kkUe(oVre8I6UXc3b._continue_semaphore, xafqLlk3kkUe(SXOLrMavuUCe(b'Oy\xf9\x89G\x028'), '\144' + chr(7601 - 7500) + '\143' + chr(0b1101111) + '\144' + chr(101))(chr(117) + chr(116) + '\x66' + chr(0b100001 + 0o14) + chr(0b110010 + 0o6)))() else: xafqLlk3kkUe(oVre8I6UXc3b._status_reporter, xafqLlk3kkUe(SXOLrMavuUCe(b'vm\xcd\x85EF\x0b\xffw\n\xbd\xde'), chr(0b10 + 0o142) + chr(101) + chr(99) + chr(2804 - 2693) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(45) + chr(2965 - 2909)))() try: xafqLlk3kkUe(oVre8I6UXc3b._runner, xafqLlk3kkUe(SXOLrMavuUCe(b'Nh\xf4\x9eR'), chr(4916 - 4816) + '\145' + '\x63' + chr(111) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000)))() except n0ZkatoveZpF: pass ShZmEKfTkAOZ = None while ShZmEKfTkAOZ is None and xafqLlk3kkUe(oVre8I6UXc3b._runner, xafqLlk3kkUe(SXOLrMavuUCe(b'To\xca\x8dJ\x18+\xfb'), chr(0b1100100) + chr(0b1011 + 0o132) + chr(0b100 + 0o137) + '\x6f' + chr(0b1100100) + '\145')('\165' + chr(0b101110 + 0o106) + chr(0b1001101 + 0o31) + chr(0b11110 + 0o17) + chr(0b111000)))(): try: ShZmEKfTkAOZ = oVre8I6UXc3b._results_queue.get(block=ehT0Px3KOsy9('\060' + chr(111) + chr(0b11100 + 0o25), 0o10), timeout=eqV960JXmeKa) except xafqLlk3kkUe(Mg4Qu1R8AQg2, xafqLlk3kkUe(SXOLrMavuUCe(b'xq\xe5\x98_'), '\144' + chr(0b1000010 + 0o43) + '\143' + '\x6f' + chr(0b111110 + 0o46) + chr(101))(chr(0b1110101) + '\x74' + chr(8707 - 8605) + '\x2d' + chr(0b111000))): pass if ShZmEKfTkAOZ is None: try: ShZmEKfTkAOZ = oVre8I6UXc3b._results_queue.get(block=ehT0Px3KOsy9(chr(605 - 557) + '\157' + '\x30', ord("\x08"))) except xafqLlk3kkUe(Mg4Qu1R8AQg2, xafqLlk3kkUe(SXOLrMavuUCe(b'xq\xe5\x98_'), chr(0b111100 + 0o50) + chr(0b1011110 + 0o7) + chr(99) + '\x6f' + chr(2925 - 2825) + chr(0b10111 + 0o116))('\165' + chr(116) + chr(0b101110 + 0o70) + '\x2d' + chr(2772 - 2716))): pass if ShZmEKfTkAOZ is None: xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'bn\xf0\x9cI\x03)\xc1p\t\xfd\xe3}\xb66\x88\xd5;\x95\x88\xf4\xa71+\xea\x18\xfa'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b110100 + 0o61))(chr(0b1110101) + '\x74' + chr(102) + chr(1092 - 1047) + chr(2127 - 2071)))(block=ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\x31', 8)) raise HJKwRlaB772i(xafqLlk3kkUe(SXOLrMavuUCe(b"jn\xf4\x9cV\x149\xbeb\x14\xe1\xe5h\xbb\x06\x94\x80'\x9a\x83\xa6\x8d:-\xf1\x1b\xa8\x84\xda\x9f\xd0\xaf\x0b,\x8e\xbf\xfc\x96\xb2KIt\xfa\x99RQ/\xfbt\x0e\xfd\xf2u\xbc\x0e\xda\xd20\x88\x98\xea\x8c'y\xf7\x05\xa8\x95\xd4\x9b\xd3\xaa\x00?\xc7\xb1\xfc\x96\xa0Z^y\xe5\x98O\x1e3\xb0"), chr(100) + '\x65' + chr(99) + chr(0b1111 + 0o140) + chr(0b1100100) + chr(0b0 + 0o145))(chr(0b1010101 + 0o40) + chr(116) + '\146' + chr(0b100001 + 0o14) + chr(56))) elif not xafqLlk3kkUe(oVre8I6UXc3b._error_queue, xafqLlk3kkUe(SXOLrMavuUCe(b'Xq\xe5\x98_'), chr(100) + chr(101) + chr(0b100110 + 0o75) + chr(0b100 + 0o153) + '\144' + chr(6740 - 6639))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(56)))(): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'J}\xe7\x82O\x1f:'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(6714 - 6614) + chr(0b1100101))(chr(117) + '\x74' + '\x66' + chr(0b101001 + 0o4) + chr(1680 - 1624)))(xafqLlk3kkUe(SXOLrMavuUCe(b'oi\xfb\x82C\x03}\xfbv\x13\xe0\xf4<\xa5\x08\x93\xd4<\x95\x8a\xa6\x8c;y\xfa\x12\xa8\x95\xd4\x9b\xd3\xa6\nx\x8e\xbe\xb2\xdb\xa4KS<\xe1\x84T\x14<\xfa*A\xc3\xe9{\xb5\x00\x94\xc7u\x9a\x81\xea\xd85/\xf9\x1e\xe4\x86\xd7\x9e\xc5\xe3\x1c=\x94\xa5\xfe\xc2\xb6\x02[u\xe7\x9fR_'), '\144' + chr(0b1011001 + 0o14) + chr(0b1100011) + chr(11656 - 11545) + '\x64' + chr(0b1010 + 0o133))(chr(117) + '\164' + chr(102) + '\055' + '\070')) if xafqLlk3kkUe(SXOLrMavuUCe(b'bC\xf1\x99V\x1d4\xfde\x15\xea\xd9C'), '\x64' + '\145' + '\143' + '\x6f' + chr(100) + chr(0b100000 + 0o105))('\x75' + '\164' + chr(102) + chr(119 - 74) + chr(0b11001 + 0o37)) in ShZmEKfTkAOZ: uzduqm2vekSK = oVre8I6UXc3b._last_result.igThHS4jwVsa() xafqLlk3kkUe(uzduqm2vekSK, xafqLlk3kkUe(SXOLrMavuUCe(b'gh\xd4\xa9O?\x17\xf0}U\xea\xb6'), chr(6543 - 6443) + '\x65' + '\x63' + chr(0b1101111) + chr(0b1000100 + 0o40) + '\145')(chr(2469 - 2352) + '\x74' + chr(3912 - 3810) + chr(0b101101) + '\070'))(ShZmEKfTkAOZ) ShZmEKfTkAOZ = uzduqm2vekSK oVre8I6UXc3b.BxDnOhxGcxfW = ShZmEKfTkAOZ return ShZmEKfTkAOZ
ray-project/ray
python/ray/experimental/sgd/tfbench/model.py
Model.build_network
def build_network(self, images, phase_train=True, nclass=1001, image_depth=3, data_type=tf.float32, data_format="NCHW", use_tf_layers=True, fp16_vars=False): """Returns logits and aux_logits from images.""" if data_format == "NCHW": images = tf.transpose(images, [0, 3, 1, 2]) var_type = tf.float32 if data_type == tf.float16 and fp16_vars: var_type = tf.float16 network = convnet_builder.ConvNetBuilder( images, image_depth, phase_train, use_tf_layers, data_format, data_type, var_type) with tf.variable_scope( "cg", custom_getter=network.get_custom_getter()): self.add_inference(network) # Add the final fully-connected class layer logits = (network.affine(nclass, activation="linear") if not self.skip_final_affine_layer() else network.top_layer) aux_logits = None if network.aux_top_layer is not None: with network.switch_to_aux_top_layer(): aux_logits = network.affine( nclass, activation="linear", stddev=0.001) if data_type == tf.float16: # TODO(reedwm): Determine if we should do this cast here. logits = tf.cast(logits, tf.float32) if aux_logits is not None: aux_logits = tf.cast(aux_logits, tf.float32) return logits, aux_logits
python
def build_network(self, images, phase_train=True, nclass=1001, image_depth=3, data_type=tf.float32, data_format="NCHW", use_tf_layers=True, fp16_vars=False): """Returns logits and aux_logits from images.""" if data_format == "NCHW": images = tf.transpose(images, [0, 3, 1, 2]) var_type = tf.float32 if data_type == tf.float16 and fp16_vars: var_type = tf.float16 network = convnet_builder.ConvNetBuilder( images, image_depth, phase_train, use_tf_layers, data_format, data_type, var_type) with tf.variable_scope( "cg", custom_getter=network.get_custom_getter()): self.add_inference(network) # Add the final fully-connected class layer logits = (network.affine(nclass, activation="linear") if not self.skip_final_affine_layer() else network.top_layer) aux_logits = None if network.aux_top_layer is not None: with network.switch_to_aux_top_layer(): aux_logits = network.affine( nclass, activation="linear", stddev=0.001) if data_type == tf.float16: # TODO(reedwm): Determine if we should do this cast here. logits = tf.cast(logits, tf.float32) if aux_logits is not None: aux_logits = tf.cast(aux_logits, tf.float32) return logits, aux_logits
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Returns logits and aux_logits from images.
[ "Returns", "logits", "and", "aux_logits", "from", "images", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/model.py#L79-L114
train
Builds a convnet network from the given images.
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(0b100111 + 0o110) + '\x32' + chr(0b110010), 14280 - 14272), ehT0Px3KOsy9(chr(1286 - 1238) + chr(0b1000 + 0o147) + chr(50) + '\x37' + chr(1706 - 1655), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1401 - 1350) + chr(0b110110) + '\064', 4050 - 4042), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b11111 + 0o27) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(491 - 443) + chr(7289 - 7178) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2144 - 2094) + chr(2065 - 2017) + chr(0b110011), 19255 - 19247), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + '\061' + chr(0b10011 + 0o42), 0o10), ehT0Px3KOsy9(chr(1946 - 1898) + chr(0b10101 + 0o132) + chr(0b110010) + chr(0b100110 + 0o14) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + '\x32' + chr(52) + '\061', 20690 - 20682), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x35' + '\x32', 11260 - 11252), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\x33' + chr(0b110111) + chr(0b11001 + 0o35), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + chr(0b101110 + 0o5) + '\063' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(2258 - 2210) + '\157' + '\x32' + chr(0b110000) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + chr(0b110010) + '\060' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(249 - 138) + chr(0b110011 + 0o0) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(10694 - 10583) + chr(51) + chr(51) + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(51) + chr(1221 - 1171), 41327 - 41319), ehT0Px3KOsy9(chr(1579 - 1531) + '\157' + chr(2447 - 2396) + chr(2463 - 2410) + chr(0b11001 + 0o34), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3042 - 2931) + chr(0b11001 + 0o31) + '\x33' + chr(2152 - 2099), 30836 - 30828), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + '\062' + '\067' + '\063', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10100 + 0o37) + chr(0b110001 + 0o2) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(50) + '\062' + '\063', 43946 - 43938), ehT0Px3KOsy9('\060' + '\x6f' + chr(1653 - 1603) + chr(0b100110 + 0o12) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b11000 + 0o30) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1925 - 1877) + chr(1770 - 1659) + chr(970 - 920) + chr(2072 - 2023) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10010 + 0o42) + chr(0b0 + 0o61), 0o10), ehT0Px3KOsy9('\060' + chr(0b11101 + 0o122) + chr(0b110011) + '\060' + chr(0b11011 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(0b101010 + 0o7) + chr(0b110001) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(0b110011) + chr(0b11000 + 0o35) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\x36' + chr(2215 - 2165), 0o10), ehT0Px3KOsy9(chr(950 - 902) + '\x6f' + chr(0b110011) + '\067' + chr(54), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(579 - 528) + chr(519 - 470) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + chr(284 - 232), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1242 - 1191) + '\061' + chr(0b101101 + 0o10), 65012 - 65004), ehT0Px3KOsy9(chr(693 - 645) + '\x6f' + '\061' + '\060' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b110 + 0o60) + '\063', 30673 - 30665), ehT0Px3KOsy9('\060' + chr(4652 - 4541) + '\x33' + chr(49) + '\x32', 8), ehT0Px3KOsy9(chr(901 - 853) + chr(111) + '\062' + chr(2363 - 2312) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\065' + '\x37', 4577 - 4569), ehT0Px3KOsy9(chr(48) + chr(10870 - 10759) + chr(1308 - 1258) + chr(0b110001), 3980 - 3972)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b110101) + chr(0b101000 + 0o10), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'<'), chr(100) + chr(6237 - 6136) + chr(0b1100011) + chr(5870 - 5759) + chr(0b1100010 + 0o2) + chr(0b11010 + 0o113))(chr(117) + '\x74' + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def KVgvRMgM20nH(oVre8I6UXc3b, YJOmEcibG8C0, XJj0R5fB1J1N=ehT0Px3KOsy9(chr(105 - 57) + chr(111) + chr(49), 8), DRdlrz234ugg=ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(88 - 33) + '\065' + '\x31', ord("\x08")), gjpKIpr2Z8my=ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(51), 0b1000), AgpR_GYuh7E5=xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b't\xd7\x9b\x96u\xb0?'), '\x64' + chr(0b1010110 + 0o17) + '\x63' + chr(5002 - 4891) + chr(100) + chr(101))(chr(8726 - 8609) + '\x74' + '\146' + '\055' + chr(56))), ydIN5gIUKwpW=xafqLlk3kkUe(SXOLrMavuUCe(b'\\\xf8\xbc\xa0'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(0b101100 + 0o70) + '\x65')('\165' + chr(116) + chr(102) + '\x2d' + chr(0b100 + 0o64)), u5mGYVsN0oyJ=ehT0Px3KOsy9(chr(1417 - 1369) + chr(111) + chr(0b110001), 8), _CGv1EAet1pG=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1000 + 0o50), 0o10)): if ydIN5gIUKwpW == xafqLlk3kkUe(SXOLrMavuUCe(b'\\\xf8\xbc\xa0'), '\144' + '\145' + '\143' + chr(0b1101111) + chr(0b1100010 + 0o2) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b0 + 0o146) + chr(71 - 26) + chr(0b111000)): YJOmEcibG8C0 = IDJ2eXGCBCDu.transpose(YJOmEcibG8C0, [ehT0Px3KOsy9('\060' + chr(111) + chr(48), 8), ehT0Px3KOsy9(chr(231 - 183) + chr(4283 - 4172) + '\063', 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(7920 - 7809) + chr(0b101101 + 0o4), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1001 + 0o146) + chr(1827 - 1777), ord("\x08"))]) qWAMCtm_bHAI = IDJ2eXGCBCDu.float32 if AgpR_GYuh7E5 == xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b't\xd7\x9b\x96u\xb2;'), '\x64' + chr(6477 - 6376) + '\x63' + chr(0b101 + 0o152) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1010010 + 0o42) + chr(102) + chr(0b100001 + 0o14) + '\x38')) and _CGv1EAet1pG: qWAMCtm_bHAI = IDJ2eXGCBCDu.float16 dg_IyTYgIdux = YgGjN1cjfGSG.ConvNetBuilder(YJOmEcibG8C0, gjpKIpr2Z8my, XJj0R5fB1J1N, u5mGYVsN0oyJ, ydIN5gIUKwpW, AgpR_GYuh7E5, qWAMCtm_bHAI) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'd\xda\x86\x9e`\xe1a\xf5\xfeY\x9d\xb0\xf1\xe7'), chr(0b1011101 + 0o7) + '\x65' + chr(99) + chr(111) + chr(0b1000100 + 0o40) + '\145')(chr(117) + '\x74' + chr(0b1100101 + 0o1) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'q\xdc'), chr(0b10011 + 0o121) + chr(0b10000 + 0o125) + '\x63' + chr(0b1011100 + 0o23) + chr(100) + '\145')(chr(0b1001000 + 0o55) + chr(116) + '\146' + '\x2d' + '\x38'), custom_getter=xafqLlk3kkUe(dg_IyTYgIdux, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xde\x80\xa8b\xf6~\xe4\xceG\xa1\xb8\xe4\xf6o\xbc\xa8'), '\x64' + chr(0b1000110 + 0o37) + chr(0b101 + 0o136) + chr(6657 - 6546) + '\144' + '\145')(chr(8249 - 8132) + '\x74' + chr(0b1000001 + 0o45) + chr(45) + chr(0b111000)))()): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's\xdf\x90\xa8h\xedk\xf5\xd3O\x90\xbc\xe4'), '\144' + chr(0b1100101) + chr(4931 - 4832) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b101000 + 0o115) + '\x74' + chr(0b1001111 + 0o27) + chr(45) + chr(0b101110 + 0o12)))(dg_IyTYgIdux) wF9nmvjsKjYM = dg_IyTYgIdux.affine(DRdlrz234ugg, activation=xafqLlk3kkUe(SXOLrMavuUCe(b'~\xd2\x9a\x92`\xf1'), chr(0b1000111 + 0o35) + '\145' + chr(99) + '\x6f' + '\144' + chr(101))('\165' + chr(116) + chr(0b1100110) + chr(0b101010 + 0o3) + chr(56))) if not oVre8I6UXc3b.skip_final_affine_layer() else dg_IyTYgIdux.kAVjKpVAiD_W XoStD39TZ8QB = None if xafqLlk3kkUe(dg_IyTYgIdux, xafqLlk3kkUe(SXOLrMavuUCe(b'U\xf4\xa6\xb9Q\xf9F\xf8\xe8z\xcb\x8b'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + '\x64' + chr(0b111101 + 0o50))(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + chr(2717 - 2661))) is not None: with xafqLlk3kkUe(dg_IyTYgIdux, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xcc\x9d\x83b\xebR\xe4\xceu\x9f\xaa\xf9\xddo\xb6\xaa\xb2\xf1\xda\xa2\xf6\xf4'), chr(100) + '\x65' + '\x63' + chr(0b1011001 + 0o26) + chr(0b1100100) + '\145')('\x75' + '\164' + chr(0b1100101 + 0o1) + '\x2d' + chr(56)))(): XoStD39TZ8QB = dg_IyTYgIdux.affine(DRdlrz234ugg, activation=xafqLlk3kkUe(SXOLrMavuUCe(b'~\xd2\x9a\x92`\xf1'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1001111 + 0o25) + '\145')('\165' + chr(10757 - 10641) + chr(0b110001 + 0o65) + chr(0b101101) + '\x38'), stddev=0.001) if AgpR_GYuh7E5 == xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b't\xd7\x9b\x96u\xb2;'), '\x64' + chr(585 - 484) + chr(0b10100 + 0o117) + chr(111) + chr(2366 - 2266) + '\145')(chr(6255 - 6138) + chr(13123 - 13007) + '\146' + '\055' + '\070')): wF9nmvjsKjYM = IDJ2eXGCBCDu.cast(wF9nmvjsKjYM, IDJ2eXGCBCDu.float32) if XoStD39TZ8QB is not None: XoStD39TZ8QB = IDJ2eXGCBCDu.cast(XoStD39TZ8QB, IDJ2eXGCBCDu.float32) return (wF9nmvjsKjYM, XoStD39TZ8QB)
ray-project/ray
python/ray/rllib/utils/__init__.py
renamed_class
def renamed_class(cls): """Helper class for renaming Agent => Trainer with a warning.""" class DeprecationWrapper(cls): def __init__(self, config=None, env=None, logger_creator=None): old_name = cls.__name__.replace("Trainer", "Agent") new_name = cls.__name__ logger.warn("DeprecationWarning: {} has been renamed to {}. ". format(old_name, new_name) + "This will raise an error in the future.") cls.__init__(self, config, env, logger_creator) DeprecationWrapper.__name__ = cls.__name__ return DeprecationWrapper
python
def renamed_class(cls): """Helper class for renaming Agent => Trainer with a warning.""" class DeprecationWrapper(cls): def __init__(self, config=None, env=None, logger_creator=None): old_name = cls.__name__.replace("Trainer", "Agent") new_name = cls.__name__ logger.warn("DeprecationWarning: {} has been renamed to {}. ". format(old_name, new_name) + "This will raise an error in the future.") cls.__init__(self, config, env, logger_creator) DeprecationWrapper.__name__ = cls.__name__ return DeprecationWrapper
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Helper class for renaming Agent => Trainer with a warning.
[ "Helper", "class", "for", "renaming", "Agent", "=", ">", "Trainer", "with", "a", "warning", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/__init__.py#L12-L26
train
Helper class for renaming Agent => Trainer with a warning.
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(4169 - 4058) + chr(49) + '\065' + '\x37', 44281 - 44273), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(49) + '\x36' + chr(0b10100 + 0o35), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(2172 - 2121) + '\x30', 26387 - 26379), ehT0Px3KOsy9('\060' + chr(4111 - 4000) + chr(51), 43089 - 43081), ehT0Px3KOsy9(chr(527 - 479) + chr(111) + chr(445 - 395) + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1011010 + 0o25) + chr(0b110010) + '\x33' + chr(48), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b11 + 0o55) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(7985 - 7874) + '\x32' + '\x35' + chr(2379 - 2327), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(49) + chr(0b10110 + 0o35), 0o10), ehT0Px3KOsy9(chr(2174 - 2126) + chr(3077 - 2966) + chr(55) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(459 - 411) + chr(9018 - 8907) + '\x31' + '\x31' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(515 - 467) + '\x6f' + '\x32' + '\067' + '\065', 6285 - 6277), ehT0Px3KOsy9(chr(1624 - 1576) + chr(0b1101111) + chr(2102 - 2051) + chr(0b11000 + 0o37) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10111 + 0o32) + '\x35' + chr(1136 - 1084), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(0b101001 + 0o11) + chr(2527 - 2476) + chr(1042 - 988), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1011 - 961) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1490 - 1440) + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1056 - 1007) + '\063' + chr(0b110110), 34828 - 34820), ehT0Px3KOsy9(chr(2150 - 2102) + '\x6f' + chr(51) + '\063' + chr(595 - 541), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(51) + chr(0b1100 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3475 - 3364) + chr(1418 - 1367) + chr(0b110010) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + '\061' + '\065' + chr(0b101000 + 0o17), 8), ehT0Px3KOsy9(chr(2243 - 2195) + chr(111) + chr(54) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(49) + chr(0b100010 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(365 - 316) + '\x36' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1076 - 1022) + '\065', 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(5206 - 5095) + '\x31' + '\067' + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2833 - 2779), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2360 - 2311) + chr(50) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(1120 - 1069) + chr(0b11101 + 0o24), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(291 - 242) + chr(0b1111 + 0o43) + chr(2576 - 2525), 0o10), ehT0Px3KOsy9('\060' + chr(1908 - 1797) + chr(0b10100 + 0o42) + chr(1779 - 1730), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\066' + chr(1790 - 1737), 8), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b111101 + 0o62) + '\x31' + '\x37' + chr(550 - 499), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5296 - 5185) + chr(0b110010) + chr(418 - 368), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\x35' + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\065' + chr(281 - 233), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2435 - 2380), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1777 - 1727) + chr(2311 - 2259), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + '\065' + chr(1154 - 1106), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'A'), chr(0b110011 + 0o61) + '\145' + '\143' + chr(0b11011 + 0o124) + chr(0b110000 + 0o64) + chr(0b1100101))(chr(117) + '\164' + chr(7012 - 6910) + '\055' + chr(1184 - 1128)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def J82GyYF5csjZ(NSstowUUZlxS): class QmQe2dE6OQtt(NSstowUUZlxS): def __init__(oVre8I6UXc3b, jAj7S20Ct06o=None, xzsHIGfR8Ip5=None, mBl4ZdnMLUl6=None): AqWtmVQzDl3I = NSstowUUZlxS.__name__.replace(xafqLlk3kkUe(SXOLrMavuUCe(b';\x03\xf9j\xdf\xfd\xf3'), '\x64' + '\145' + chr(99) + '\x6f' + chr(100) + chr(477 - 376))(chr(5420 - 5303) + '\164' + chr(0b111101 + 0o51) + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'.\x16\xfdm\xc5'), chr(0b1100100) + chr(101) + '\x63' + chr(1336 - 1225) + chr(0b1100100) + chr(101))(chr(117) + '\164' + chr(0b1100110) + chr(0b111 + 0o46) + chr(56))) YcouzI09aKpc = NSstowUUZlxS.Gbej4oZqKLA6 xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x015\xddm\xff\xda\xe0\xce\rq\x07\xd0'), chr(0b110000 + 0o64) + chr(0b10110 + 0o117) + '\143' + '\x6f' + chr(100) + chr(4581 - 4480))(chr(0b1110101) + chr(0b1110100) + chr(0b1011111 + 0o7) + '\055' + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'+\x14\xe8q\xd4\xfb\xe0\xd8"P"\xea\x9e\x1e\xf0z\xe89\xe4\xb9\xaa\x12\x15%\x13FZd7\xbc=\x11G\x1e|\r\x85bi4\x1b\x1e\xb8x\xcc\xb6\xa1'), chr(0b1100100) + chr(1701 - 1600) + chr(0b101010 + 0o71) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(9972 - 9855) + chr(0b101001 + 0o113) + chr(0b1100110) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'9E\xeal\xf9\xf9\xd2\x9f\x1bO)\xd7'), chr(2375 - 2275) + chr(101) + '\143' + '\x6f' + chr(100) + '\x65')(chr(0b1101011 + 0o12) + chr(116) + chr(1988 - 1886) + chr(45) + '\070'))(AqWtmVQzDl3I, YcouzI09aKpc) + xafqLlk3kkUe(SXOLrMavuUCe(b";\x19\xf1p\x91\xef\xe8\xc0'\x1f>\xdc\x96\x1f\xfb3\xe70\xfe\xfc\xa3\x1dZ?R\\\x14&&\xb16\x11S\x0ef\x19\x9ab#"), chr(0b0 + 0o144) + chr(0b1100101) + chr(0b10001 + 0o122) + chr(1227 - 1116) + chr(7391 - 7291) + '\145')('\165' + chr(116) + chr(0b111111 + 0o47) + chr(552 - 507) + chr(56))) xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'0.\xf1m\xd8\xec\xde\xf3'), chr(0b1011010 + 0o12) + chr(1701 - 1600) + '\143' + '\157' + chr(884 - 784) + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(1972 - 1927) + '\x38'))(oVre8I6UXc3b, jAj7S20Ct06o, xzsHIGfR8Ip5, mBl4ZdnMLUl6) QmQe2dE6OQtt.Gbej4oZqKLA6 = NSstowUUZlxS.Gbej4oZqKLA6 return QmQe2dE6OQtt
ray-project/ray
python/ray/profiling.py
profile
def profile(event_type, extra_data=None): """Profile a span of time so that it appears in the timeline visualization. Note that this only works in the raylet code path. This function can be used as follows (both on the driver or within a task). .. code-block:: python with ray.profile("custom event", extra_data={'key': 'value'}): # Do some computation here. Optionally, a dictionary can be passed as the "extra_data" argument, and it can have keys "name" and "cname" if you want to override the default timeline display text and box color. Other values will appear at the bottom of the chrome tracing GUI when you click on the box corresponding to this profile span. Args: event_type: A string describing the type of the event. extra_data: This must be a dictionary mapping strings to strings. This data will be added to the json objects that are used to populate the timeline, so if you want to set a particular color, you can simply set the "cname" attribute to an appropriate color. Similarly, if you set the "name" attribute, then that will set the text displayed on the box in the timeline. Returns: An object that can profile a span of time via a "with" statement. """ worker = ray.worker.global_worker return RayLogSpanRaylet(worker.profiler, event_type, extra_data=extra_data)
python
def profile(event_type, extra_data=None): """Profile a span of time so that it appears in the timeline visualization. Note that this only works in the raylet code path. This function can be used as follows (both on the driver or within a task). .. code-block:: python with ray.profile("custom event", extra_data={'key': 'value'}): # Do some computation here. Optionally, a dictionary can be passed as the "extra_data" argument, and it can have keys "name" and "cname" if you want to override the default timeline display text and box color. Other values will appear at the bottom of the chrome tracing GUI when you click on the box corresponding to this profile span. Args: event_type: A string describing the type of the event. extra_data: This must be a dictionary mapping strings to strings. This data will be added to the json objects that are used to populate the timeline, so if you want to set a particular color, you can simply set the "cname" attribute to an appropriate color. Similarly, if you set the "name" attribute, then that will set the text displayed on the box in the timeline. Returns: An object that can profile a span of time via a "with" statement. """ worker = ray.worker.global_worker return RayLogSpanRaylet(worker.profiler, event_type, extra_data=extra_data)
[ "def", "profile", "(", "event_type", ",", "extra_data", "=", "None", ")", ":", "worker", "=", "ray", ".", "worker", ".", "global_worker", "return", "RayLogSpanRaylet", "(", "worker", ".", "profiler", ",", "event_type", ",", "extra_data", "=", "extra_data", ")" ]
Profile a span of time so that it appears in the timeline visualization. Note that this only works in the raylet code path. This function can be used as follows (both on the driver or within a task). .. code-block:: python with ray.profile("custom event", extra_data={'key': 'value'}): # Do some computation here. Optionally, a dictionary can be passed as the "extra_data" argument, and it can have keys "name" and "cname" if you want to override the default timeline display text and box color. Other values will appear at the bottom of the chrome tracing GUI when you click on the box corresponding to this profile span. Args: event_type: A string describing the type of the event. extra_data: This must be a dictionary mapping strings to strings. This data will be added to the json objects that are used to populate the timeline, so if you want to set a particular color, you can simply set the "cname" attribute to an appropriate color. Similarly, if you set the "name" attribute, then that will set the text displayed on the box in the timeline. Returns: An object that can profile a span of time via a "with" statement.
[ "Profile", "a", "span", "of", "time", "so", "that", "it", "appears", "in", "the", "timeline", "visualization", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/profiling.py#L30-L61
train
Profile a span of time.
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(273 - 224) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1010101 + 0o32) + chr(0b110010) + '\062' + chr(0b11 + 0o55), 8541 - 8533), ehT0Px3KOsy9('\060' + chr(12054 - 11943) + chr(50) + '\x35' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(51) + chr(54) + '\063', 25228 - 25220), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\061' + chr(0b1001 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + chr(0b100101 + 0o14) + chr(0b110101) + chr(0b101001 + 0o13), 0o10), ehT0Px3KOsy9(chr(1451 - 1403) + chr(111) + '\061' + '\x33' + chr(1494 - 1444), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(1903 - 1850) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100100 + 0o15) + chr(951 - 902), 0o10), ehT0Px3KOsy9(chr(48) + chr(2347 - 2236) + chr(49) + chr(0b100100 + 0o20) + chr(894 - 842), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(50) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\062' + chr(0b0 + 0o67), 31247 - 31239), ehT0Px3KOsy9(chr(48) + chr(8706 - 8595) + chr(0b1010 + 0o47) + '\x35' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(0b110000 + 0o3) + chr(0b110010 + 0o0) + chr(2097 - 2043), 27355 - 27347), ehT0Px3KOsy9('\x30' + chr(2939 - 2828) + chr(0b110010) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + chr(0b110100) + chr(2237 - 2189), 0o10), ehT0Px3KOsy9(chr(2084 - 2036) + '\x6f' + chr(51) + '\x30' + chr(0b110000), 48847 - 48839), ehT0Px3KOsy9(chr(0b110000) + chr(2808 - 2697) + '\x32' + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\061' + '\064', 54912 - 54904), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100000 + 0o21) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + chr(0b11001 + 0o34) + '\x37', 44122 - 44114), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x36' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8114 - 8003) + '\061' + chr(55) + chr(0b110010), 35816 - 35808), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + chr(0b110110) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + '\x37' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b1111 + 0o42) + '\x35' + chr(0b1110 + 0o42), 20204 - 20196), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(7818 - 7707) + chr(0b110011) + chr(50) + chr(0b100011 + 0o24), 0o10), ehT0Px3KOsy9(chr(1110 - 1062) + chr(298 - 187) + chr(0b10011 + 0o36) + '\062' + chr(1872 - 1820), ord("\x08")), ehT0Px3KOsy9(chr(1393 - 1345) + chr(0b1101100 + 0o3) + '\x36' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + '\065', 12705 - 12697), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(0b110101) + chr(1472 - 1417), 8), ehT0Px3KOsy9('\x30' + chr(5830 - 5719) + '\061' + chr(0b110001) + chr(0b110011 + 0o3), 8), ehT0Px3KOsy9(chr(1793 - 1745) + chr(8538 - 8427) + '\x31' + chr(0b10011 + 0o43) + chr(50), 10550 - 10542), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(349 - 300) + '\062' + chr(0b1101 + 0o47), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(1324 - 1269) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\x31' + chr(54), 8), ehT0Px3KOsy9('\x30' + chr(5064 - 4953) + '\066' + chr(2669 - 2615), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\065' + chr(0b101110 + 0o2), 29352 - 29344), ehT0Px3KOsy9(chr(943 - 895) + chr(0b1101111) + chr(0b110011) + chr(526 - 475) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(2119 - 2008) + '\062' + '\065' + '\062', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1531 - 1478) + chr(0b1111 + 0o41), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(100) + chr(8829 - 8728) + chr(0b1100011) + '\157' + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110010 + 0o2) + chr(0b11100 + 0o112) + chr(0b10110 + 0o27) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def hlMl6vG_6Oxo(fwoAkmnKUZsR, KwshRz37M5hO=None): sijXcSaDomT1 = H9zaXRrGK6Cq.worker.Fn_g0gvMIHCm return JvFyWjLp7luu(xafqLlk3kkUe(sijXcSaDomT1, xafqLlk3kkUe(SXOLrMavuUCe(b'|\xe8\xd7\xbb\x7f<5\x83`\x06\xe2#'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + chr(0b1100101))('\x75' + chr(116) + '\x66' + chr(45) + chr(0b111000))), fwoAkmnKUZsR, extra_data=KwshRz37M5hO)
ray-project/ray
python/ray/profiling.py
Profiler._periodically_flush_profile_events
def _periodically_flush_profile_events(self): """Drivers run this as a thread to flush profile data in the background.""" # Note(rkn): This is run on a background thread in the driver. It uses # the raylet client. This should be ok because it doesn't read # from the raylet client and we have the GIL here. However, # if either of those things changes, then we could run into issues. while True: # Sleep for 1 second. This will be interrupted if # self.threads_stopped is set. self.threads_stopped.wait(timeout=1) # Exit if we received a signal that we should stop. if self.threads_stopped.is_set(): return self.flush_profile_data()
python
def _periodically_flush_profile_events(self): """Drivers run this as a thread to flush profile data in the background.""" # Note(rkn): This is run on a background thread in the driver. It uses # the raylet client. This should be ok because it doesn't read # from the raylet client and we have the GIL here. However, # if either of those things changes, then we could run into issues. while True: # Sleep for 1 second. This will be interrupted if # self.threads_stopped is set. self.threads_stopped.wait(timeout=1) # Exit if we received a signal that we should stop. if self.threads_stopped.is_set(): return self.flush_profile_data()
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Drivers run this as a thread to flush profile data in the background.
[ "Drivers", "run", "this", "as", "a", "thread", "to", "flush", "profile", "data", "in", "the", "background", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/profiling.py#L94-L110
train
This function is called by the threads that need to be stopped.
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(7114 - 7003) + '\066' + chr(0b110100), 20248 - 20240), ehT0Px3KOsy9('\060' + '\x6f' + chr(1819 - 1769) + chr(0b110101) + chr(0b110010), 22680 - 22672), ehT0Px3KOsy9(chr(48) + chr(7885 - 7774) + chr(0b11110 + 0o25) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(303 - 252) + chr(1218 - 1170) + chr(0b101110 + 0o7), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10467 - 10356) + '\x33' + '\x30' + chr(50), 47632 - 47624), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(0b110010) + chr(909 - 860) + chr(0b110011), 38060 - 38052), ehT0Px3KOsy9(chr(780 - 732) + chr(0b1101111) + chr(0b11 + 0o57) + chr(0b110100) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(3627 - 3516) + chr(2129 - 2080) + chr(1669 - 1619) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(4173 - 4062) + chr(49) + chr(177 - 122), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x36' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110001) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(577 - 525), 19934 - 19926), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b110011) + '\062' + '\x34', 60765 - 60757), ehT0Px3KOsy9(chr(48) + chr(194 - 83) + chr(0b10000 + 0o42) + chr(0b10110 + 0o35) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(6631 - 6520) + chr(0b110001) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(0b101111 + 0o2) + chr(324 - 276) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11111 + 0o23) + '\x36' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5147 - 5036) + chr(0b110011) + chr(1923 - 1869) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10101 + 0o35) + chr(1244 - 1196) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010000 + 0o37) + chr(51) + chr(0b100111 + 0o12), 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b101000 + 0o107) + '\x33' + chr(0b100011 + 0o22) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7680 - 7569) + '\062' + chr(0b100001 + 0o26) + chr(53), 48163 - 48155), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b110111) + '\065', 13882 - 13874), ehT0Px3KOsy9(chr(59 - 11) + chr(0b1101111) + '\062' + chr(0b10101 + 0o40) + chr(531 - 476), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b101001 + 0o12) + chr(49) + chr(214 - 164), 0o10), ehT0Px3KOsy9(chr(48) + chr(5200 - 5089) + chr(0b101000 + 0o13) + chr(55) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1 + 0o61) + chr(0b110001) + chr(0b11 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2174 - 2063) + chr(0b100110 + 0o13) + '\x31' + chr(0b101011 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\x33' + '\064' + '\x31', 1568 - 1560), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110110) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1100011 + 0o14) + '\061' + chr(48) + chr(48), 45457 - 45449), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + '\x33' + chr(0b110000) + chr(0b10001 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3605 - 3494) + '\061' + chr(0b11001 + 0o31) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + '\063' + chr(53) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11100 + 0o25) + chr(1048 - 994) + chr(2277 - 2223), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(48) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10110 + 0o35) + chr(48) + chr(0b10010 + 0o43), 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(8801 - 8690) + '\061' + '\066' + chr(54), 8), ehT0Px3KOsy9(chr(2093 - 2045) + chr(0b1101111) + chr(50) + chr(0b110100) + chr(0b110000 + 0o6), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(2271 - 2223) + '\066', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(3788 - 3677) + chr(0b110101) + chr(518 - 470), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a'), '\144' + chr(101) + '\143' + chr(0b1100010 + 0o15) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(534 - 489) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def A09FqLAMNwyq(oVre8I6UXc3b): while ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + '\061', 0b1000): xafqLlk3kkUe(oVre8I6UXc3b.threads_stopped, xafqLlk3kkUe(SXOLrMavuUCe(b']\xc3r\xfc\xb5\xed\xdbna?\x89B'), chr(100) + '\145' + chr(0b1010011 + 0o20) + '\157' + chr(4602 - 4502) + chr(2121 - 2020))(chr(0b1110101) + '\164' + '\146' + chr(0b101101) + chr(0b101010 + 0o16)))(timeout=ehT0Px3KOsy9(chr(1053 - 1005) + chr(6769 - 6658) + chr(1857 - 1808), 8)) if xafqLlk3kkUe(oVre8I6UXc3b.threads_stopped, xafqLlk3kkUe(SXOLrMavuUCe(b']\xd9F\xb6\xa7\xff'), chr(9029 - 8929) + chr(0b1100101) + '\x63' + '\x6f' + '\x64' + chr(0b111101 + 0o50))('\x75' + '\164' + chr(0b110110 + 0o60) + '\055' + chr(0b111000)))(): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'R\xc6l\xb6\xaa\xd4\xd2$`\x14\xa5x\xb1\xc7k \xc6\x95'), chr(4430 - 4330) + '\145' + '\143' + chr(0b1101111) + '\144' + chr(8406 - 8305))(chr(0b1110101) + chr(0b110010 + 0o102) + chr(0b1000 + 0o136) + chr(0b100011 + 0o12) + chr(0b10111 + 0o41)))()
ray-project/ray
python/ray/profiling.py
Profiler.flush_profile_data
def flush_profile_data(self): """Push the logged profiling data to the global control store.""" with self.lock: events = self.events self.events = [] if self.worker.mode == ray.WORKER_MODE: component_type = "worker" else: component_type = "driver" self.worker.raylet_client.push_profile_events( component_type, ray.UniqueID(self.worker.worker_id), self.worker.node_ip_address, events)
python
def flush_profile_data(self): """Push the logged profiling data to the global control store.""" with self.lock: events = self.events self.events = [] if self.worker.mode == ray.WORKER_MODE: component_type = "worker" else: component_type = "driver" self.worker.raylet_client.push_profile_events( component_type, ray.UniqueID(self.worker.worker_id), self.worker.node_ip_address, events)
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Push the logged profiling data to the global control store.
[ "Push", "the", "logged", "profiling", "data", "to", "the", "global", "control", "store", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/profiling.py#L112-L125
train
Push the logged profiling data to the global control store.
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(832 - 784) + chr(111) + chr(0b110011) + chr(49) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(450 - 402) + '\x6f' + '\x32' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b10 + 0o57) + chr(0b1100 + 0o44) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110110) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3107 - 2996) + chr(0b10000 + 0o41) + chr(0b110011) + chr(0b100011 + 0o22), 0b1000), ehT0Px3KOsy9(chr(1510 - 1462) + '\157' + chr(0b110011) + chr(49) + chr(0b110011), 57727 - 57719), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(50) + chr(2632 - 2579) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(54) + chr(1389 - 1336), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b111011 + 0o64) + chr(50) + '\067' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(53) + '\x35', 24415 - 24407), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(52) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(10975 - 10864) + chr(0b110010) + '\066' + '\x33', 0b1000), ehT0Px3KOsy9(chr(960 - 912) + '\x6f' + chr(1956 - 1907) + '\066' + chr(0b110110), 38472 - 38464), ehT0Px3KOsy9('\x30' + chr(3600 - 3489) + chr(2259 - 2208) + '\x32' + chr(0b110100), 12702 - 12694), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110011) + '\x33' + '\067', 63455 - 63447), ehT0Px3KOsy9(chr(201 - 153) + '\157' + chr(0b11 + 0o60) + chr(50) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + chr(50) + chr(49) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(2103 - 2055) + chr(5174 - 5063) + '\061' + chr(1526 - 1473) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\067' + chr(54), 16274 - 16266), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b101000 + 0o11) + chr(0b110101), 8), ehT0Px3KOsy9(chr(2160 - 2112) + chr(111) + '\x31' + chr(1526 - 1475) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(0b10111 + 0o34) + chr(2262 - 2209) + '\x30', 11252 - 11244), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\066' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1011000 + 0o27) + chr(1615 - 1564) + chr(51) + chr(0b111 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(123 - 73) + chr(0b110110) + chr(1606 - 1556), ord("\x08")), ehT0Px3KOsy9(chr(303 - 255) + chr(8539 - 8428) + chr(0b110001) + chr(195 - 141), 0o10), ehT0Px3KOsy9(chr(1659 - 1611) + chr(10359 - 10248) + chr(0b110011) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(186 - 138) + '\x6f' + chr(0b110011) + chr(445 - 391) + chr(1315 - 1266), 0b1000), ehT0Px3KOsy9(chr(797 - 749) + chr(111) + '\062' + '\x31' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\066' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b110100) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10001 + 0o41) + '\060' + chr(0b110001), 42955 - 42947), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110001) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b111011 + 0o64) + chr(52) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b100111 + 0o110) + '\x31' + chr(776 - 721) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b10011 + 0o134) + chr(51) + '\x31' + '\063', 8), ehT0Px3KOsy9(chr(1468 - 1420) + '\157' + chr(1434 - 1382) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(50) + chr(0b110110) + chr(0b10010 + 0o45), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110110) + chr(0b110000), 49835 - 49827), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b110010) + chr(0b110001), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + chr(0b101111 + 0o1), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3'), '\144' + chr(6713 - 6612) + chr(99) + chr(0b1101111) + chr(100) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b101000 + 0o20)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def WZ5B51IHaR4v(oVre8I6UXc3b): with xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x94$\x17\x08m\x98\xfc\xad\xf9\x1c\xb0\x8b'), chr(0b100001 + 0o103) + chr(101) + '\143' + '\157' + '\x64' + chr(101))(chr(0b1001100 + 0o51) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56))): Yvpk8VHZJdyk = oVre8I6UXc3b.events oVre8I6UXc3b.Yvpk8VHZJdyk = [] if xafqLlk3kkUe(oVre8I6UXc3b.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0|%U'), '\x64' + chr(3000 - 2899) + chr(99) + '\x6f' + chr(0b1100010 + 0o2) + chr(1522 - 1421))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111 + 0o61))) == xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\\\x13{\x18\x99\xf7\xb8\xf7)\xa4'), '\x64' + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(0b1 + 0o144))(chr(914 - 797) + chr(116) + chr(7337 - 7235) + '\x2d' + chr(0b10100 + 0o44))): UTsbUq05eC_Z = xafqLlk3kkUe(SXOLrMavuUCe(b'\xba|3[8\xb9'), chr(100) + chr(3608 - 3507) + chr(0b101101 + 0o66) + '\x6f' + '\144' + '\145')(chr(117) + chr(0b1001000 + 0o54) + chr(7199 - 7097) + chr(539 - 494) + chr(0b111000)) else: UTsbUq05eC_Z = xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9a(F8\xb9'), chr(100) + '\x65' + chr(0b1011 + 0o130) + '\157' + chr(6456 - 6356) + '\145')('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38') xafqLlk3kkUe(oVre8I6UXc3b.worker.raylet_client, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbdf2X\x02\xbb\xda\x9a\xde\x04\x8d\xd6)\xb1\xa9\xb7\xe7\x1e\xcd'), chr(0b1000011 + 0o41) + '\x65' + chr(4694 - 4595) + chr(0b1101111) + '\144' + '\145')(chr(3219 - 3102) + '\164' + '\146' + chr(0b10010 + 0o33) + '\070'))(UTsbUq05eC_Z, xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x98}(A(\xae\xe1\xb1'), chr(2551 - 2451) + '\145' + '\x63' + chr(6677 - 6566) + chr(100) + chr(101))(chr(0b1001100 + 0o51) + '\x74' + chr(102) + '\x2d' + chr(1673 - 1617)))(xafqLlk3kkUe(oVre8I6UXc3b.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81C\x03[\x10\xb1\x9e\xa4\xc2\x14\x80\xf1'), chr(842 - 742) + '\x65' + chr(4241 - 4142) + chr(0b1101111) + chr(0b1100100 + 0o0) + chr(8224 - 8123))(chr(0b1110101) + '\164' + chr(4776 - 4674) + chr(952 - 907) + chr(0b111000)))), xafqLlk3kkUe(oVre8I6UXc3b.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3|%U\x02\xa2\xd8\xaa\xd9\t\x85\xc1\x13\xa7\xac'), chr(0b1100100) + chr(0b1110 + 0o127) + '\x63' + '\157' + '\x64' + chr(0b1010011 + 0o22))(chr(117) + chr(0b1110100) + '\x66' + chr(832 - 787) + '\070')), Yvpk8VHZJdyk)
ray-project/ray
python/ray/profiling.py
RayLogSpanRaylet.set_attribute
def set_attribute(self, key, value): """Add a key-value pair to the extra_data dict. This can be used to add attributes that are not available when ray.profile was called. Args: key: The attribute name. value: The attribute value. """ if not isinstance(key, str) or not isinstance(value, str): raise ValueError("The arguments 'key' and 'value' must both be " "strings. Instead they are {} and {}.".format( key, value)) self.extra_data[key] = value
python
def set_attribute(self, key, value): """Add a key-value pair to the extra_data dict. This can be used to add attributes that are not available when ray.profile was called. Args: key: The attribute name. value: The attribute value. """ if not isinstance(key, str) or not isinstance(value, str): raise ValueError("The arguments 'key' and 'value' must both be " "strings. Instead they are {} and {}.".format( key, value)) self.extra_data[key] = value
[ "def", "set_attribute", "(", "self", ",", "key", ",", "value", ")", ":", "if", "not", "isinstance", "(", "key", ",", "str", ")", "or", "not", "isinstance", "(", "value", ",", "str", ")", ":", "raise", "ValueError", "(", "\"The arguments 'key' and 'value' must both be \"", "\"strings. Instead they are {} and {}.\"", ".", "format", "(", "key", ",", "value", ")", ")", "self", ".", "extra_data", "[", "key", "]", "=", "value" ]
Add a key-value pair to the extra_data dict. This can be used to add attributes that are not available when ray.profile was called. Args: key: The attribute name. value: The attribute value.
[ "Add", "a", "key", "-", "value", "pair", "to", "the", "extra_data", "dict", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/profiling.py#L146-L160
train
Add a key - value pair to the extra_data dict.
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(1469 - 1421) + '\157' + chr(49) + '\x30' + chr(412 - 364), 28272 - 28264), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\x33' + chr(0b11000 + 0o36), 12144 - 12136), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(2275 - 2222), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1646 - 1597) + chr(0b100100 + 0o22) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + chr(51) + chr(0b100101 + 0o15), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001000 + 0o47) + '\x32' + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110000) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1814 - 1764) + chr(0b11010 + 0o27) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(720 - 672), 0o10), ehT0Px3KOsy9('\x30' + chr(9700 - 9589) + chr(2042 - 1992) + chr(0b101111 + 0o1) + '\061', 51456 - 51448), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(50) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(0b110010) + chr(48) + chr(0b101111 + 0o5), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\x30' + chr(1106 - 1057), 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(50) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + chr(49) + chr(0b110011) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\062' + '\x35' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(534 - 486) + chr(0b1101111) + '\063' + chr(1287 - 1238) + '\061', 65068 - 65060), ehT0Px3KOsy9(chr(1718 - 1670) + chr(0b100110 + 0o111) + chr(0b100001 + 0o22) + '\066' + '\x36', 44275 - 44267), ehT0Px3KOsy9('\060' + '\157' + chr(1265 - 1211) + chr(0b110011), 60287 - 60279), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(51) + '\x32' + chr(49), 0o10), ehT0Px3KOsy9(chr(443 - 395) + chr(0b1101111) + chr(51) + '\064' + chr(0b101000 + 0o14), 0o10), ehT0Px3KOsy9('\x30' + chr(5006 - 4895) + '\062' + chr(2861 - 2807) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b0 + 0o63) + chr(0b110001) + chr(649 - 599), ord("\x08")), ehT0Px3KOsy9(chr(1994 - 1946) + chr(0b1010111 + 0o30) + chr(0b110011) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10011 + 0o37) + chr(0b100 + 0o60) + chr(175 - 126), 0b1000), ehT0Px3KOsy9(chr(1125 - 1077) + chr(0b1101111) + '\063' + '\066' + chr(441 - 387), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\066', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o6) + chr(0b101001 + 0o7) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10000 + 0o41) + chr(51) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(1301 - 1247) + chr(0b1010 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + '\x33' + chr(0b110010) + chr(54), 14853 - 14845), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(8810 - 8699) + chr(51) + '\065' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9566 - 9455) + chr(0b1101 + 0o46) + chr(0b110000) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(1969 - 1919) + '\x30' + chr(0b110100), 8), ehT0Px3KOsy9(chr(186 - 138) + chr(111) + chr(49) + chr(0b110100) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\066', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1001 + 0o146) + chr(55) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b100 + 0o153) + chr(1121 - 1071) + '\064' + chr(0b10000 + 0o41), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b100000 + 0o21) + chr(53), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110101) + '\060', 1522 - 1514)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'n'), '\144' + chr(0b1100101) + chr(6537 - 6438) + chr(0b1000 + 0o147) + chr(5116 - 5016) + chr(0b1100101))(chr(9645 - 9528) + chr(6801 - 6685) + chr(102) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def lbtVNbHpCGMZ(oVre8I6UXc3b, K3J4ZwSlE0sT, QmmgWUB13VCJ): if not PlSM16l2KDPD(K3J4ZwSlE0sT, M8_cKLkHVB2V) or not PlSM16l2KDPD(QmmgWUB13VCJ, M8_cKLkHVB2V): raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xb6`U{\xdf\xa4\xf8e\xe4\xbc\xf0\xf26 2\xcc\xb0\xd1\x13\xb0\x8a\xd3\xea\xc8\xd7\x97z\xb7?\xd2\xf6\x84\xb3\xf7\x16.[\xce\xb9(\xfeg\x10:\xde\xb7\xffa\xef\xb5\xf7\xaf6N7\xda\xbd\x93R\xb5\xc4\xc3\xa2\x8a\xd8\xd6w\xb0?\xd5\xad\x94\xe6\xe5\x0cj\x19\xda\xb0n'), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b100 + 0o161) + '\x74' + chr(0b1100110) + '\055' + chr(0b110111 + 0o1)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xeaw\x1aR\xcc\x90\xbeX\xf1\xb7\xee'), chr(0b1000110 + 0o36) + '\145' + chr(99) + chr(0b100111 + 0o110) + '\144' + chr(0b1011010 + 0o13))('\x75' + chr(116) + chr(0b1100110) + '\055' + '\x38'))(K3J4ZwSlE0sT, QmmgWUB13VCJ)) oVre8I6UXc3b.KwshRz37M5hO[K3J4ZwSlE0sT] = QmmgWUB13VCJ
ray-project/ray
python/ray/tune/log_sync.py
_LogSyncer.sync_to_worker_if_possible
def sync_to_worker_if_possible(self): """Syncs the local logdir on driver to worker if possible. Requires ray cluster to be started with the autoscaler. Also requires rsync to be installed. """ if self.worker_ip == self.local_ip: return ssh_key = get_ssh_key() ssh_user = get_ssh_user() global _log_sync_warned if ssh_key is None or ssh_user is None: if not _log_sync_warned: logger.error("Log sync requires cluster to be setup with " "`ray up`.") _log_sync_warned = True return if not distutils.spawn.find_executable("rsync"): logger.error("Log sync requires rsync to be installed.") return source = "{}/".format(self.local_dir) target = "{}@{}:{}/".format(ssh_user, self.worker_ip, self.local_dir) final_cmd = (("""rsync -savz -e "ssh -i {} -o ConnectTimeout=120s """ """-o StrictHostKeyChecking=no" {} {}""").format( quote(ssh_key), quote(source), quote(target))) logger.info("Syncing results to %s", str(self.worker_ip)) sync_process = subprocess.Popen( final_cmd, shell=True, stdout=self.logfile) sync_process.wait()
python
def sync_to_worker_if_possible(self): """Syncs the local logdir on driver to worker if possible. Requires ray cluster to be started with the autoscaler. Also requires rsync to be installed. """ if self.worker_ip == self.local_ip: return ssh_key = get_ssh_key() ssh_user = get_ssh_user() global _log_sync_warned if ssh_key is None or ssh_user is None: if not _log_sync_warned: logger.error("Log sync requires cluster to be setup with " "`ray up`.") _log_sync_warned = True return if not distutils.spawn.find_executable("rsync"): logger.error("Log sync requires rsync to be installed.") return source = "{}/".format(self.local_dir) target = "{}@{}:{}/".format(ssh_user, self.worker_ip, self.local_dir) final_cmd = (("""rsync -savz -e "ssh -i {} -o ConnectTimeout=120s """ """-o StrictHostKeyChecking=no" {} {}""").format( quote(ssh_key), quote(source), quote(target))) logger.info("Syncing results to %s", str(self.worker_ip)) sync_process = subprocess.Popen( final_cmd, shell=True, stdout=self.logfile) sync_process.wait()
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Syncs the local logdir on driver to worker if possible. Requires ray cluster to be started with the autoscaler. Also requires rsync to be installed.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/log_sync.py#L131-L159
train
Syncs the local logdir on the worker if possible.
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(0b111001 + 0o66) + chr(2252 - 2201) + chr(0b100001 + 0o17) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(0b110011) + '\067' + chr(1251 - 1203), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b11100 + 0o32) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(484 - 434) + '\x31' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(48) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + '\x32' + '\x36' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(974 - 925) + chr(49) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x36' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\x36' + chr(0b101011 + 0o5), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10101 + 0o132) + '\061' + chr(0b110111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(49) + chr(50), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110011) + chr(0b110011), 32346 - 32338), ehT0Px3KOsy9('\x30' + chr(111) + '\066' + chr(1396 - 1342), 32538 - 32530), ehT0Px3KOsy9(chr(662 - 614) + chr(0b1010101 + 0o32) + '\x36' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(6918 - 6807) + chr(0b101110 + 0o4) + chr(2192 - 2144) + chr(55), 0b1000), ehT0Px3KOsy9(chr(221 - 173) + '\157' + chr(0b110010) + chr(0b1011 + 0o54) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1727 - 1679) + chr(0b0 + 0o157) + chr(0b10 + 0o57) + chr(1063 - 1013) + chr(1506 - 1456), 0o10), ehT0Px3KOsy9('\060' + chr(10515 - 10404) + chr(0b1010 + 0o47) + chr(49) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b110011) + chr(2232 - 2177), 0b1000), ehT0Px3KOsy9('\060' + chr(5272 - 5161) + chr(49) + '\064' + chr(49), 28815 - 28807), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + '\x33' + chr(0b100010 + 0o20), 36851 - 36843), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(51) + '\x32', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(52) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(676 - 622) + '\x36', 8), ehT0Px3KOsy9(chr(522 - 474) + chr(111) + chr(0b100000 + 0o22) + chr(0b101101 + 0o10) + chr(0b110100), 12801 - 12793), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(2132 - 2084) + '\060', 27032 - 27024), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110001) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110000 + 0o77) + '\062' + chr(0b110001) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9(chr(467 - 419) + chr(2295 - 2184) + '\x34' + chr(0b100100 + 0o14), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11111 + 0o23) + chr(54) + chr(0b101000 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(52) + chr(0b100101 + 0o15), 0o10), ehT0Px3KOsy9(chr(422 - 374) + chr(6666 - 6555) + '\x32' + chr(303 - 254), 0b1000), ehT0Px3KOsy9(chr(1438 - 1390) + chr(111) + chr(0b110101) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1678 - 1630) + '\157' + '\x32' + '\x31' + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(1482 - 1430) + chr(2550 - 2497), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b11010 + 0o26) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(587 - 532) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\x34' + chr(2315 - 2260), 56752 - 56744)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1176 - 1128) + '\x6f' + '\x35' + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xef'), '\144' + '\145' + chr(0b1100011) + chr(7131 - 7020) + chr(0b1100100) + '\x65')(chr(6036 - 5919) + chr(116) + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def _Y1AZmkrxMQc(oVre8I6UXc3b): if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6\x97\x04\xe1l3\xed#G'), chr(100) + chr(5511 - 5410) + '\143' + chr(0b1101111) + '\144' + chr(101))('\165' + chr(7661 - 7545) + chr(0b1100110) + chr(45) + '\x38')) == xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x97\x15\xebe\x1e\xdb:'), chr(1559 - 1459) + chr(362 - 261) + chr(0b1001010 + 0o31) + chr(111) + chr(100) + chr(101))(chr(3424 - 3307) + '\164' + chr(0b1100110) + chr(339 - 294) + '\070')): return gRV0z4zguoMQ = AS7C9ntraExY() Loa1U4GxmPA3 = OGa4h7T6BlcC() global IMGYOwumL09Q if gRV0z4zguoMQ is None or Loa1U4GxmPA3 is None: if not IMGYOwumL09Q: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\xad\x12\xdah5\xfd\x19\x06\x07\x06\xba'), chr(100) + chr(1252 - 1151) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(116) + chr(6953 - 6851) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x97\x11\xaaz8\xdc)\x17\x02\x1b\xfb\xee_A\xe2\xcfr-\xb3\x14inCD\x8c4\xa0\xacyE\x93Qt\\\xfa\xd5\xa0\x8e\xce\xb5\x90V\xea{ \xcbjB\x00\x1e\xa4'), chr(100) + chr(0b1100011 + 0o2) + '\143' + chr(111) + '\x64' + chr(101))('\165' + chr(1591 - 1475) + chr(102) + '\055' + chr(0b111000))) IMGYOwumL09Q = ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + chr(0b10011 + 0o36), 49652 - 49644) return if not xafqLlk3kkUe(aYZOrFz3eKSp.spawn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\x91\x18\xeeV$\xca/T\x05\n\xeb\xf9ZV'), '\144' + chr(0b1100101) + chr(1151 - 1052) + '\x6f' + '\144' + '\145')('\165' + '\164' + chr(102) + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\x8b\x0f\xe4j'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + '\x64' + chr(0b1111 + 0o126))(chr(6813 - 6696) + chr(0b1000110 + 0o56) + chr(102) + chr(0b101101) + chr(0b111000))): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\xad\x12\xdah5\xfd\x19\x06\x07\x06\xba'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\157' + '\144' + '\145')(chr(0b1000011 + 0o62) + chr(0b1110100) + '\x66' + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x97\x11\xaaz8\xdc)\x17\x02\x1b\xfb\xee_A\xe2\xcfr<\xac\x18ty\x06B\xc3`\xad\xe9;I\xddQeI\xe3\xc9\xe5\x9d\x89'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(11303 - 11192) + '\144' + '\145')(chr(5005 - 4888) + chr(0b110000 + 0o104) + chr(0b101101 + 0o71) + '\055' + '\x38')) return Qas9W3D0Xbzi = xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x85Y'), '\144' + chr(0b1100101) + chr(0b1001100 + 0o27) + chr(0b1011001 + 0o26) + chr(100) + '\x65')(chr(117) + '\164' + '\146' + '\x2d' + '\x38').V4roHaS3Ppej(oVre8I6UXc3b.local_dir) GR1581dR5rDS = xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x856\xf1t{\xc97\x18'), chr(0b1100100) + chr(0b110111 + 0o56) + '\x63' + chr(3691 - 3580) + chr(100) + chr(0b100 + 0o141))(chr(341 - 224) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(1473 - 1417)).V4roHaS3Ppej(Loa1U4GxmPA3, oVre8I6UXc3b.worker_ip, oVre8I6UXc3b.local_dir) rG9FfVhP7HyQ = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\x8b\x0f\xe4ja\x9f9V\x06\x04\xaa\xb6S\x13\xa5\xcf!&\xffLs:]K\x8cm\xa0\xacXO\xddLtK\xfb\xf1\xe9\x94\xc2\xae\x8d\x02\xb78s\x829\x17]\x11\xaa\xc8BA\xee\xdf&\x06\xb0\x12nQCO\xef(\xaa\xefpI\xddE,F\xe0\x87\xa0\x82\xda\xe1\x83\x0b'), '\x64' + chr(101) + '\143' + chr(0b1101111) + '\144' + chr(0b100011 + 0o102))(chr(0b111010 + 0o73) + '\164' + chr(5269 - 5167) + chr(0b101101) + chr(0b1100 + 0o54)).V4roHaS3Ppej(awd00t4FQC3c(gRV0z4zguoMQ), awd00t4FQC3c(Qas9W3D0Xbzi), awd00t4FQC3c(GR1581dR5rDS)) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\xcf>\xf2|"\xd5}]\x1c$\xe1'), chr(9808 - 9708) + chr(0b1100101) + chr(0b11101 + 0o106) + chr(0b1101111) + chr(5906 - 5806) + '\145')('\165' + '\x74' + '\146' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x81\x18\xe9`/\xd5jE\x15\r\xff\xf7B@\xa7\xc8=n\xfa\x12'), chr(0b1100100) + chr(0b1100101) + chr(4080 - 3981) + chr(111) + chr(0b1100100) + '\x65')(chr(10831 - 10714) + chr(0b1110100) + chr(0b1100110) + chr(1990 - 1945) + '\x38'), M8_cKLkHVB2V(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6\x97\x04\xe1l3\xed#G'), chr(0b1011011 + 0o11) + chr(2209 - 2108) + chr(0b1100011) + chr(111) + chr(0b111100 + 0o50) + chr(101))('\165' + '\164' + '\x66' + '\x2d' + '\070')))) c2owlnAB1Tt7 = SorA9b5x63bd.Popen(rG9FfVhP7HyQ, shell=ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101100 + 0o3) + '\061', 8), stdout=oVre8I6UXc3b.logfile) xafqLlk3kkUe(c2owlnAB1Tt7, xafqLlk3kkUe(SXOLrMavuUCe(b"\xa8\x91\x1d\xb3~'\xcbrY=;\xdc"), chr(9548 - 9448) + chr(3036 - 2935) + chr(0b1100011) + '\157' + chr(100) + chr(0b1100101))('\x75' + '\x74' + chr(102) + chr(0b101101) + '\070'))()
ray-project/ray
python/ray/rllib/agents/qmix/mixers.py
QMixer.forward
def forward(self, agent_qs, states): """Forward pass for the mixer. Arguments: agent_qs: Tensor of shape [B, T, n_agents, n_actions] states: Tensor of shape [B, T, state_dim] """ bs = agent_qs.size(0) states = states.reshape(-1, self.state_dim) agent_qs = agent_qs.view(-1, 1, self.n_agents) # First layer w1 = th.abs(self.hyper_w_1(states)) b1 = self.hyper_b_1(states) w1 = w1.view(-1, self.n_agents, self.embed_dim) b1 = b1.view(-1, 1, self.embed_dim) hidden = F.elu(th.bmm(agent_qs, w1) + b1) # Second layer w_final = th.abs(self.hyper_w_final(states)) w_final = w_final.view(-1, self.embed_dim, 1) # State-dependent bias v = self.V(states).view(-1, 1, 1) # Compute final output y = th.bmm(hidden, w_final) + v # Reshape and return q_tot = y.view(bs, -1, 1) return q_tot
python
def forward(self, agent_qs, states): """Forward pass for the mixer. Arguments: agent_qs: Tensor of shape [B, T, n_agents, n_actions] states: Tensor of shape [B, T, state_dim] """ bs = agent_qs.size(0) states = states.reshape(-1, self.state_dim) agent_qs = agent_qs.view(-1, 1, self.n_agents) # First layer w1 = th.abs(self.hyper_w_1(states)) b1 = self.hyper_b_1(states) w1 = w1.view(-1, self.n_agents, self.embed_dim) b1 = b1.view(-1, 1, self.embed_dim) hidden = F.elu(th.bmm(agent_qs, w1) + b1) # Second layer w_final = th.abs(self.hyper_w_final(states)) w_final = w_final.view(-1, self.embed_dim, 1) # State-dependent bias v = self.V(states).view(-1, 1, 1) # Compute final output y = th.bmm(hidden, w_final) + v # Reshape and return q_tot = y.view(bs, -1, 1) return q_tot
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Forward pass for the mixer. Arguments: agent_qs: Tensor of shape [B, T, n_agents, n_actions] states: Tensor of shape [B, T, state_dim]
[ "Forward", "pass", "for", "the", "mixer", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/qmix/mixers.py#L39-L64
train
Forward pass for the mixer.
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(0b101111 + 0o2) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110111) + chr(0b1010 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4829 - 4718) + chr(51) + chr(657 - 609) + chr(52), 31416 - 31408), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x35' + chr(802 - 748), 59317 - 59309), ehT0Px3KOsy9(chr(920 - 872) + '\157' + chr(1668 - 1617) + chr(49) + chr(0b100101 + 0o22), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100010 + 0o20) + '\x33' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(0b1100 + 0o46) + chr(0b110010) + '\064', 36113 - 36105), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(2198 - 2147) + chr(0b10111 + 0o36) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110100 + 0o3) + chr(0b110111), 64902 - 64894), ehT0Px3KOsy9(chr(834 - 786) + chr(111) + '\x31' + '\061' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1110 + 0o44) + chr(1025 - 975) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(51) + chr(0b10000 + 0o44) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(1299 - 1250) + chr(808 - 760) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9910 - 9799) + '\061' + chr(0b10111 + 0o33) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(48) + chr(0b111 + 0o55), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(9832 - 9721) + '\x33' + chr(0b110010) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5285 - 5174) + '\063' + chr(307 - 256) + chr(2054 - 2004), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(49) + chr(490 - 441) + chr(2793 - 2738), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\x32' + chr(621 - 569) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(192 - 144) + '\157' + '\062' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1181 - 1133) + '\157' + '\x31' + '\x30' + chr(1138 - 1090), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b100111 + 0o14) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10 + 0o62) + chr(0b110101 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(221 - 169) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1975 - 1927) + '\157' + '\x31' + chr(258 - 208), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(0b110010) + '\060' + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(11628 - 11517) + '\x36' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(51) + chr(0b11101 + 0o31) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\x32' + chr(0b11101 + 0o23) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(1537 - 1487) + chr(1098 - 1049) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10111 + 0o35) + chr(55), 8), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(0b110001) + chr(0b110110) + chr(0b1111 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + '\x33' + '\067' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x32' + '\067' + chr(0b111 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b10010 + 0o135) + '\x33' + chr(78 - 27) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11101 + 0o24) + '\x33' + '\066', 0b1000), ehT0Px3KOsy9(chr(825 - 777) + '\157' + chr(50) + chr(49) + chr(0b100101 + 0o14), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100001 + 0o22) + chr(1261 - 1211) + chr(313 - 262), 7718 - 7710), ehT0Px3KOsy9(chr(48) + chr(111) + '\064', 15277 - 15269), ehT0Px3KOsy9('\x30' + chr(9562 - 9451) + '\x32' + chr(0b110000) + '\062', 37707 - 37699)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(0b100110 + 0o17) + chr(425 - 377), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'!'), '\144' + '\x65' + '\143' + '\x6f' + chr(100) + '\x65')(chr(0b100001 + 0o124) + chr(116) + '\146' + chr(0b10010 + 0o33) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def GbbcCHUNFMj5(oVre8I6UXc3b, wADOzO7RsMLx, jI0E6zso5mLP): SfegzJB3EFQO = wADOzO7RsMLx.NLcc3BCJnQka(ehT0Px3KOsy9(chr(0b110000) + '\157' + '\060', 28252 - 28244)) jI0E6zso5mLP = jI0E6zso5mLP.reshape(-ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + '\x31', ord("\x08")), oVre8I6UXc3b.state_dim) wADOzO7RsMLx = wADOzO7RsMLx.view(-ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\x31', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061', 8), oVre8I6UXc3b.n_agents) _M6EYgFcfTYt = cPHs4jX10k5l.abs(oVre8I6UXc3b.hyper_w_1(jI0E6zso5mLP)) F19Ckzmt4hL1 = oVre8I6UXc3b.hyper_b_1(jI0E6zso5mLP) _M6EYgFcfTYt = _M6EYgFcfTYt.view(-ehT0Px3KOsy9(chr(48) + '\157' + '\061', 8), oVre8I6UXc3b.n_agents, oVre8I6UXc3b.embed_dim) F19Ckzmt4hL1 = F19Ckzmt4hL1.view(-ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31', 8), ehT0Px3KOsy9(chr(1266 - 1218) + chr(0b1101000 + 0o7) + chr(0b110001), 8), oVre8I6UXc3b.embed_dim) CknQN6tef5sc = TFxWKtvJC3ep.elu(cPHs4jX10k5l.bmm(wADOzO7RsMLx, _M6EYgFcfTYt) + F19Ckzmt4hL1) Uuo8_GrQiWEc = cPHs4jX10k5l.abs(oVre8I6UXc3b.hyper_w_final(jI0E6zso5mLP)) Uuo8_GrQiWEc = Uuo8_GrQiWEc.view(-ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(0b110001), 8), oVre8I6UXc3b.embed_dim, ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11010 + 0o27), 8)) cMbll0QYhULo = oVre8I6UXc3b.V(jI0E6zso5mLP).view(-ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061', 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(0b110001), 8)) SqiSOtYOqOJH = cPHs4jX10k5l.bmm(CknQN6tef5sc, Uuo8_GrQiWEc) + cMbll0QYhULo j1IbApFVck7O = SqiSOtYOqOJH.view(SfegzJB3EFQO, -ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31', 8)) return j1IbApFVck7O
ray-project/ray
python/ray/tune/suggest/sigopt.py
SigOptSearch.on_trial_complete
def on_trial_complete(self, trial_id, result=None, error=False, early_terminated=False): """Passes the result to SigOpt unless early terminated or errored. If a trial fails, it will be reported as a failed Observation, telling the optimizer that the Suggestion led to a metric failure, which updates the feasible region and improves parameter recommendation. Creates SigOpt Observation object for trial. """ if result: self.conn.experiments(self.experiment.id).observations().create( suggestion=self._live_trial_mapping[trial_id].id, value=result[self._reward_attr], ) # Update the experiment object self.experiment = self.conn.experiments(self.experiment.id).fetch() elif error or early_terminated: # Reports a failed Observation self.conn.experiments(self.experiment.id).observations().create( failed=True, suggestion=self._live_trial_mapping[trial_id].id) del self._live_trial_mapping[trial_id]
python
def on_trial_complete(self, trial_id, result=None, error=False, early_terminated=False): """Passes the result to SigOpt unless early terminated or errored. If a trial fails, it will be reported as a failed Observation, telling the optimizer that the Suggestion led to a metric failure, which updates the feasible region and improves parameter recommendation. Creates SigOpt Observation object for trial. """ if result: self.conn.experiments(self.experiment.id).observations().create( suggestion=self._live_trial_mapping[trial_id].id, value=result[self._reward_attr], ) # Update the experiment object self.experiment = self.conn.experiments(self.experiment.id).fetch() elif error or early_terminated: # Reports a failed Observation self.conn.experiments(self.experiment.id).observations().create( failed=True, suggestion=self._live_trial_mapping[trial_id].id) del self._live_trial_mapping[trial_id]
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Passes the result to SigOpt unless early terminated or errored. If a trial fails, it will be reported as a failed Observation, telling the optimizer that the Suggestion led to a metric failure, which updates the feasible region and improves parameter recommendation. Creates SigOpt Observation object for trial.
[ "Passes", "the", "result", "to", "SigOpt", "unless", "early", "terminated", "or", "errored", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/suggest/sigopt.py#L95-L119
train
Passes the result to SigOpt unless early terminated or errored.
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(655 - 604), 25142 - 25134), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\064' + '\x31', 0b1000), ehT0Px3KOsy9(chr(2132 - 2084) + chr(111) + chr(0b100001 + 0o21) + '\x34' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1000000 + 0o57) + chr(0b110011) + '\x33' + chr(0b110000), 51396 - 51388), ehT0Px3KOsy9(chr(1551 - 1503) + '\157' + chr(0b1100 + 0o47) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2685 - 2574) + chr(0b11000 + 0o31) + chr(0b110101 + 0o0) + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o5) + '\x35' + chr(0b101110 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(6930 - 6819) + '\x33' + '\x32' + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(1936 - 1881) + chr(0b11111 + 0o26), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101110 + 0o4) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\063' + chr(840 - 789) + chr(2415 - 2360), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(50) + chr(0b11 + 0o64), 8), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + '\x31' + chr(0b100010 + 0o17) + chr(49), 29762 - 29754), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110110) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x34' + chr(1876 - 1825), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + chr(0b100111 + 0o14), 8), ehT0Px3KOsy9('\060' + chr(0b100110 + 0o111) + chr(0b110011) + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11100 + 0o27) + chr(607 - 552) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(335 - 287) + chr(0b10101 + 0o132) + '\062' + chr(48) + chr(0b1001 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(225 - 177) + chr(5067 - 4956) + chr(50) + chr(0b11100 + 0o26) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1100 + 0o143) + chr(0b110011) + chr(0b110100) + chr(0b10100 + 0o35), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\066' + '\x37', 0o10), ehT0Px3KOsy9(chr(1858 - 1810) + chr(11077 - 10966) + chr(50) + chr(0b110110) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2376 - 2327) + chr(0b100011 + 0o15) + '\x36', 58260 - 58252), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\067', 28854 - 28846), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + chr(55) + chr(1701 - 1651), 0o10), ehT0Px3KOsy9(chr(928 - 880) + chr(0b100110 + 0o111) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010 + 0o1) + chr(54) + chr(0b110010), 40491 - 40483), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(378 - 327) + chr(1344 - 1295), 50264 - 50256), ehT0Px3KOsy9(chr(2291 - 2243) + '\157' + '\x34', 8), ehT0Px3KOsy9(chr(804 - 756) + '\x6f' + '\061' + chr(50) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(2252 - 2141) + '\067', 8), ehT0Px3KOsy9(chr(1424 - 1376) + '\157' + chr(0b110001) + chr(48) + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b101101 + 0o11) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(1197 - 1147) + '\067', 21389 - 21381), ehT0Px3KOsy9(chr(49 - 1) + chr(0b1001 + 0o146) + chr(49) + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(1487 - 1439) + chr(0b1101111) + chr(787 - 738) + '\066' + chr(1282 - 1227), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(55) + chr(2669 - 2617), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + '\x35' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'-'), chr(0b111001 + 0o53) + chr(0b1101 + 0o130) + chr(7370 - 7271) + chr(0b1010010 + 0o35) + chr(7380 - 7280) + chr(4203 - 4102))(chr(0b1 + 0o164) + chr(8671 - 8555) + chr(9149 - 9047) + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PEbWpADNyHWF(oVre8I6UXc3b, rv8CNRYETQhs, ShZmEKfTkAOZ=None, EUdPatOS1wx0=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1101 + 0o43), ord("\x08")), qE_wv_CxeOHk=ehT0Px3KOsy9(chr(140 - 92) + '\x6f' + chr(0b110000), 8)): if ShZmEKfTkAOZ: xafqLlk3kkUe(oVre8I6UXc3b.conn.experiments(oVre8I6UXc3b.experiment.id).observations(), xafqLlk3kkUe(SXOLrMavuUCe(b'yy\xca\xe0w"\x1d\x9e\x8bs\xb2\x9b'), '\x64' + chr(0b1100101) + chr(0b10001 + 0o122) + chr(111) + chr(100) + chr(2062 - 1961))(chr(0b1110101 + 0o0) + chr(3292 - 3176) + '\146' + chr(45) + chr(798 - 742)))(suggestion=xafqLlk3kkUe(oVre8I6UXc3b._live_trial_mapping[rv8CNRYETQhs], xafqLlk3kkUe(SXOLrMavuUCe(b'y\x19\xe2\xb0]\x054\x9e\x8fS\xa7\xe3'), chr(0b1100100) + '\x65' + chr(0b111011 + 0o50) + '\x6f' + chr(2642 - 2542) + '\145')('\x75' + '\x74' + chr(3037 - 2935) + '\x2d' + chr(0b111000))), value=ShZmEKfTkAOZ[xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\\S\xc2\xaf~\x1b\t\x88\xdce\xab\xa5'), chr(0b101 + 0o137) + chr(0b100 + 0o141) + chr(99) + chr(11915 - 11804) + chr(100) + '\145')('\165' + chr(0b1110100) + chr(9175 - 9073) + chr(45) + chr(0b10011 + 0o45)))]) oVre8I6UXc3b.LeATV1fChSRY = oVre8I6UXc3b.conn.experiments(oVre8I6UXc3b.experiment.id).fetch() elif EUdPatOS1wx0 or qE_wv_CxeOHk: xafqLlk3kkUe(oVre8I6UXc3b.conn.experiments(oVre8I6UXc3b.experiment.id).observations(), xafqLlk3kkUe(SXOLrMavuUCe(b'yy\xca\xe0w"\x1d\x9e\x8bs\xb2\x9b'), chr(100) + chr(0b111101 + 0o50) + '\143' + chr(0b1000001 + 0o56) + '\144' + chr(4163 - 4062))(chr(0b1110101) + '\164' + '\x66' + '\x2d' + chr(0b100010 + 0o26)))(failed=ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b111 + 0o52), ord("\x08")), suggestion=xafqLlk3kkUe(oVre8I6UXc3b._live_trial_mapping[rv8CNRYETQhs], xafqLlk3kkUe(SXOLrMavuUCe(b'y\x19\xe2\xb0]\x054\x9e\x8fS\xa7\xe3'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1010011 + 0o34) + '\144' + chr(1248 - 1147))(chr(0b111 + 0o156) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)))) del xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\\M\xce\xaez6\x19\xa5\xd4p\xb3\x88$\x13Ss\x8d\x91\xe3'), chr(4983 - 4883) + chr(0b1100101) + chr(0b1100011) + chr(4803 - 4692) + '\144' + chr(101))(chr(117) + chr(0b11100 + 0o130) + '\146' + chr(660 - 615) + chr(0b1101 + 0o53)))[rv8CNRYETQhs]
ray-project/ray
python/ray/rllib/agents/ars/utils.py
compute_ranks
def compute_ranks(x): """Returns ranks in [0, len(x)) Note: This is different from scipy.stats.rankdata, which returns ranks in [1, len(x)]. """ assert x.ndim == 1 ranks = np.empty(len(x), dtype=int) ranks[x.argsort()] = np.arange(len(x)) return ranks
python
def compute_ranks(x): """Returns ranks in [0, len(x)) Note: This is different from scipy.stats.rankdata, which returns ranks in [1, len(x)]. """ assert x.ndim == 1 ranks = np.empty(len(x), dtype=int) ranks[x.argsort()] = np.arange(len(x)) return ranks
[ "def", "compute_ranks", "(", "x", ")", ":", "assert", "x", ".", "ndim", "==", "1", "ranks", "=", "np", ".", "empty", "(", "len", "(", "x", ")", ",", "dtype", "=", "int", ")", "ranks", "[", "x", ".", "argsort", "(", ")", "]", "=", "np", ".", "arange", "(", "len", "(", "x", ")", ")", "return", "ranks" ]
Returns ranks in [0, len(x)) Note: This is different from scipy.stats.rankdata, which returns ranks in [1, len(x)].
[ "Returns", "ranks", "in", "[", "0", "len", "(", "x", "))" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/ars/utils.py#L12-L21
train
Compute ranks in a sequence of ranks.
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(3966 - 3855) + chr(49) + chr(0b11000 + 0o37) + chr(2298 - 2248), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(466 - 355) + chr(1461 - 1410) + chr(0b110010) + chr(1438 - 1386), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(1997 - 1949) + '\x32', 39000 - 38992), ehT0Px3KOsy9(chr(820 - 772) + '\157' + '\063' + chr(50) + chr(0b11100 + 0o33), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(0b100111 + 0o20), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b111010 + 0o65) + chr(1001 - 952) + '\x31' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1966 - 1917) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(365 - 254) + chr(0b110010 + 0o0) + chr(0b1100 + 0o50) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\065' + chr(0b100 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b10011 + 0o41) + '\x31', 27340 - 27332), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101001 + 0o12) + '\063' + chr(1731 - 1676), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(49) + '\x36', 8), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1100010 + 0o15) + chr(0b11111 + 0o24) + chr(0b100100 + 0o17) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100001 + 0o116) + chr(0b110011) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(509 - 458) + chr(0b100110 + 0o12) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(9063 - 8952) + '\x32' + chr(0b110000) + '\066', 6618 - 6610), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\x31' + chr(0b110001) + chr(0b110010), 51946 - 51938), ehT0Px3KOsy9(chr(541 - 493) + chr(111) + '\062' + chr(52) + chr(0b100110 + 0o17), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(48) + chr(51), 43957 - 43949), ehT0Px3KOsy9(chr(1627 - 1579) + chr(0b11001 + 0o126) + chr(50) + chr(0b1010 + 0o50) + chr(1930 - 1875), 28302 - 28294), ehT0Px3KOsy9(chr(2063 - 2015) + '\157' + chr(359 - 309) + '\063' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(11732 - 11621) + chr(0b110010) + chr(0b110011) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\067', 49098 - 49090), ehT0Px3KOsy9(chr(48) + chr(929 - 818) + chr(0b110011) + chr(2136 - 2083) + chr(403 - 351), 7766 - 7758), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51 - 1) + chr(48) + chr(1879 - 1831), 46443 - 46435), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(55) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + chr(1049 - 998) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(2803 - 2692) + chr(434 - 379) + chr(52), 0b1000), ehT0Px3KOsy9(chr(577 - 529) + chr(0b1000000 + 0o57) + chr(50) + chr(0b100111 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b1110 + 0o51) + chr(2808 - 2755), 0b1000), ehT0Px3KOsy9(chr(563 - 515) + chr(2000 - 1889) + '\x33' + '\064' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(1848 - 1795) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + '\061', 0b1000), ehT0Px3KOsy9(chr(589 - 541) + '\x6f' + chr(0b110010) + chr(1371 - 1321) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b11111 + 0o23) + '\060' + '\x36', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\065' + chr(207 - 156), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x37' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(8456 - 8345) + chr(0b10011 + 0o40) + '\x35' + chr(0b10110 + 0o34), 6741 - 6733), ehT0Px3KOsy9('\060' + chr(111) + chr(1807 - 1756) + chr(2398 - 2343) + chr(0b11110 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10101 + 0o35) + '\065' + chr(51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(0b1110 + 0o42), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'T'), chr(9553 - 9453) + chr(0b1100101) + chr(99) + chr(111) + '\x64' + chr(101))(chr(117) + chr(116) + '\x66' + chr(1961 - 1916) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def tL30j8gkNGQu(OeWW0F1dBPRQ): assert xafqLlk3kkUe(OeWW0F1dBPRQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\xbb/\xa7g\x0cd\xf0\xd8G\x95\x1a'), chr(4765 - 4665) + chr(101) + '\x63' + chr(0b111010 + 0o65) + chr(100) + '\x65')(chr(117) + chr(0b1000011 + 0o61) + chr(5165 - 5063) + chr(45) + chr(372 - 316))) == ehT0Px3KOsy9(chr(48) + chr(0b110 + 0o151) + chr(2167 - 2118), 0b1000) nNAQxQhwM9BH = WqUC3KWvYVup.empty(c2A0yzQpDQB3(OeWW0F1dBPRQ), dtype=ehT0Px3KOsy9) nNAQxQhwM9BH[OeWW0F1dBPRQ.fBdASx302nVl()] = WqUC3KWvYVup.arange(c2A0yzQpDQB3(OeWW0F1dBPRQ)) return nNAQxQhwM9BH
ray-project/ray
python/ray/experimental/sgd/tfbench/resnet_model.py
bottleneck_block_v1
def bottleneck_block_v1(cnn, depth, depth_bottleneck, stride): """Bottleneck block with identity short-cut for ResNet v1. Args: cnn: the network to append bottleneck blocks. depth: the number of output filters for this bottleneck block. depth_bottleneck: the number of bottleneck filters for this block. stride: Stride used in the first layer of the bottleneck block. """ input_layer = cnn.top_layer in_size = cnn.top_size name_key = "resnet_v1" name = name_key + str(cnn.counts[name_key]) cnn.counts[name_key] += 1 with tf.variable_scope(name): if depth == in_size: if stride == 1: shortcut = input_layer else: shortcut = cnn.apool( 1, 1, stride, stride, input_layer=input_layer, num_channels_in=in_size) else: shortcut = cnn.conv( depth, 1, 1, stride, stride, activation=None, use_batch_norm=True, input_layer=input_layer, num_channels_in=in_size, bias=None) cnn.conv( depth_bottleneck, 1, 1, stride, stride, input_layer=input_layer, num_channels_in=in_size, use_batch_norm=True, bias=None) cnn.conv( depth_bottleneck, 3, 3, 1, 1, mode="SAME_RESNET", use_batch_norm=True, bias=None) res = cnn.conv( depth, 1, 1, 1, 1, activation=None, use_batch_norm=True, bias=None) output = tf.nn.relu(shortcut + res) cnn.top_layer = output cnn.top_size = depth
python
def bottleneck_block_v1(cnn, depth, depth_bottleneck, stride): """Bottleneck block with identity short-cut for ResNet v1. Args: cnn: the network to append bottleneck blocks. depth: the number of output filters for this bottleneck block. depth_bottleneck: the number of bottleneck filters for this block. stride: Stride used in the first layer of the bottleneck block. """ input_layer = cnn.top_layer in_size = cnn.top_size name_key = "resnet_v1" name = name_key + str(cnn.counts[name_key]) cnn.counts[name_key] += 1 with tf.variable_scope(name): if depth == in_size: if stride == 1: shortcut = input_layer else: shortcut = cnn.apool( 1, 1, stride, stride, input_layer=input_layer, num_channels_in=in_size) else: shortcut = cnn.conv( depth, 1, 1, stride, stride, activation=None, use_batch_norm=True, input_layer=input_layer, num_channels_in=in_size, bias=None) cnn.conv( depth_bottleneck, 1, 1, stride, stride, input_layer=input_layer, num_channels_in=in_size, use_batch_norm=True, bias=None) cnn.conv( depth_bottleneck, 3, 3, 1, 1, mode="SAME_RESNET", use_batch_norm=True, bias=None) res = cnn.conv( depth, 1, 1, 1, 1, activation=None, use_batch_norm=True, bias=None) output = tf.nn.relu(shortcut + res) cnn.top_layer = output cnn.top_size = depth
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Bottleneck block with identity short-cut for ResNet v1. Args: cnn: the network to append bottleneck blocks. depth: the number of output filters for this bottleneck block. depth_bottleneck: the number of bottleneck filters for this block. stride: Stride used in the first layer of the bottleneck block.
[ "Bottleneck", "block", "with", "identity", "short", "-", "cut", "for", "ResNet", "v1", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/resnet_model.py#L39-L101
train
Bottleneck block with identity short - cut for ResNet v1.
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(0b110011) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4926 - 4815) + chr(1710 - 1661) + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1922 - 1872) + chr(0b1011 + 0o52) + chr(0b101101 + 0o5), 0o10), ehT0Px3KOsy9(chr(1210 - 1162) + '\157' + chr(0b110010) + '\065' + chr(0b100110 + 0o15), 41031 - 41023), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1100 + 0o143) + '\x32' + chr(0b110110) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1816 - 1705) + '\x33' + '\x34' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(50) + chr(51) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7672 - 7561) + '\063' + '\x37' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101100 + 0o7) + chr(48) + chr(1538 - 1490), 9921 - 9913), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + chr(1982 - 1931) + '\x35' + chr(0b1011 + 0o52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\065' + chr(50), 53309 - 53301), ehT0Px3KOsy9(chr(2281 - 2233) + chr(0b1010100 + 0o33) + chr(0b110001) + '\066' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11 + 0o57) + chr(1797 - 1744) + '\x32', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(912 - 863) + '\x35' + chr(0b110100), 44341 - 44333), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(53) + '\062', 8), ehT0Px3KOsy9(chr(1962 - 1914) + '\157' + chr(49) + chr(0b110101) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + '\x32' + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(52) + '\067', 39138 - 39130), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + '\062' + '\x34' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o24) + '\063' + chr(0b100111 + 0o15), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(348 - 299) + chr(0b110101) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b1111 + 0o47) + chr(412 - 357), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10101 + 0o36) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110101 + 0o1) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(159 - 109) + chr(0b101100 + 0o12), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(52) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(485 - 436) + '\064' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(839 - 791) + '\x6f' + chr(1461 - 1411) + chr(0b110011) + chr(0b110001), 4457 - 4449), ehT0Px3KOsy9(chr(1474 - 1426) + chr(8396 - 8285) + chr(49) + chr(54) + chr(0b11100 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b10001 + 0o37) + chr(311 - 261), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2887 - 2776) + '\x33' + chr(0b110000) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\x34' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(1730 - 1677) + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(54) + chr(1948 - 1899), ord("\x08")), ehT0Px3KOsy9(chr(472 - 424) + chr(111) + chr(219 - 168) + chr(0b110100) + chr(0b110100), 46 - 38), ehT0Px3KOsy9(chr(1906 - 1858) + '\157' + '\061' + '\x31' + chr(0b11101 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(1277 - 1229) + chr(8271 - 8160) + '\x33' + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b100111 + 0o110) + '\063' + '\060' + chr(48), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(410 - 357) + '\062', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'1'), chr(0b100100 + 0o100) + '\145' + chr(0b1100011) + chr(5557 - 5446) + chr(100) + '\x65')(chr(10885 - 10768) + chr(116) + '\x66' + chr(45) + chr(3085 - 3029)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def xlENle4hT56f(tTsgxwNuDtB8, UEys4_lSwsID, ZQe47w4in3Hg, VKQ5wcD30goF): M6HgRfT76Y_a = tTsgxwNuDtB8.kAVjKpVAiD_W qg4WGpkmRztf = tTsgxwNuDtB8.y6HbxRCIYP7p bWd7qXui35MB = xafqLlk3kkUe(SXOLrMavuUCe(b'm\x01\xd9\xc5\xd5\x97\xc4\x8b\xf1'), '\144' + chr(101) + chr(0b100101 + 0o76) + '\157' + '\x64' + chr(9948 - 9847))(chr(117) + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b110110 + 0o2)) AIvJRzLdDfgF = bWd7qXui35MB + M8_cKLkHVB2V(tTsgxwNuDtB8.qaIx4JIwHiwL[bWd7qXui35MB]) tTsgxwNuDtB8.qaIx4JIwHiwL[bWd7qXui35MB] += ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + '\061', ord("\x08")) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'i\x05\xd8\xc2\xd1\x81\xf7\x98\x9f\x9eI\x1d\xda\t'), chr(6563 - 6463) + chr(4715 - 4614) + '\143' + chr(0b1101111) + '\x64' + chr(0b1010101 + 0o20))(chr(9927 - 9810) + chr(0b1110100) + '\x66' + chr(0b1 + 0o54) + '\x38'))(AIvJRzLdDfgF): if UEys4_lSwsID == qg4WGpkmRztf: if VKQ5wcD30goF == ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100000 + 0o21), 8): c4rbmmlcdkTg = M6HgRfT76Y_a else: c4rbmmlcdkTg = tTsgxwNuDtB8.apool(ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + '\061', 8), VKQ5wcD30goF, VKQ5wcD30goF, input_layer=M6HgRfT76Y_a, num_channels_in=qg4WGpkmRztf) else: c4rbmmlcdkTg = tTsgxwNuDtB8.m1sWr00SVpVY(UEys4_lSwsID, ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(11019 - 10908) + '\x31', 8), VKQ5wcD30goF, VKQ5wcD30goF, activation=None, use_batch_norm=ehT0Px3KOsy9(chr(2085 - 2037) + chr(0b1101111) + chr(0b110001), 8), input_layer=M6HgRfT76Y_a, num_channels_in=qg4WGpkmRztf, bias=None) xafqLlk3kkUe(tTsgxwNuDtB8, xafqLlk3kkUe(SXOLrMavuUCe(b'rU\xd9\xfc\xc2\xd3\xab\xae\x96\x9d|+'), chr(100) + chr(101) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1010101 + 0o20))('\x75' + chr(4271 - 4155) + '\x66' + chr(0b1011 + 0o42) + '\070'))(ZQe47w4in3Hg, ehT0Px3KOsy9('\060' + chr(0b11101 + 0o122) + chr(0b11 + 0o56), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 8), VKQ5wcD30goF, VKQ5wcD30goF, input_layer=M6HgRfT76Y_a, num_channels_in=qg4WGpkmRztf, use_batch_norm=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11111 + 0o22), 8), bias=None) xafqLlk3kkUe(tTsgxwNuDtB8, xafqLlk3kkUe(SXOLrMavuUCe(b'rU\xd9\xfc\xc2\xd3\xab\xae\x96\x9d|+'), chr(2845 - 2745) + chr(101) + '\143' + chr(2264 - 2153) + chr(100) + '\145')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + chr(0b110000 + 0o10)))(ZQe47w4in3Hg, ehT0Px3KOsy9('\x30' + '\157' + chr(51), 48377 - 48369), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + chr(51), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49), 8), mode=xafqLlk3kkUe(SXOLrMavuUCe(b'L%\xe7\xee\xef\xb1\xde\xae\x8e\xa8~'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + '\x64' + chr(101))(chr(117) + chr(7391 - 7275) + chr(102) + chr(1618 - 1573) + chr(0b111000)), use_batch_norm=ehT0Px3KOsy9('\060' + '\x6f' + chr(2367 - 2318), 8), bias=None) MsbwfslwLjRO = tTsgxwNuDtB8.m1sWr00SVpVY(UEys4_lSwsID, ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + '\x31', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\061', 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110001), 8), ehT0Px3KOsy9(chr(2029 - 1981) + chr(5443 - 5332) + chr(1202 - 1153), 8), activation=None, use_batch_norm=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', 8), bias=None) e1jVqMSBZ01Y = IDJ2eXGCBCDu.nn.relu(c4rbmmlcdkTg + MsbwfslwLjRO) tTsgxwNuDtB8.kAVjKpVAiD_W = e1jVqMSBZ01Y tTsgxwNuDtB8.y6HbxRCIYP7p = UEys4_lSwsID
ray-project/ray
python/ray/experimental/sgd/tfbench/resnet_model.py
bottleneck_block
def bottleneck_block(cnn, depth, depth_bottleneck, stride, pre_activation): """Bottleneck block with identity short-cut. Args: cnn: the network to append bottleneck blocks. depth: the number of output filters for this bottleneck block. depth_bottleneck: the number of bottleneck filters for this block. stride: Stride used in the first layer of the bottleneck block. pre_activation: use pre_activation structure used in v2 or not. """ if pre_activation: bottleneck_block_v2(cnn, depth, depth_bottleneck, stride) else: bottleneck_block_v1(cnn, depth, depth_bottleneck, stride)
python
def bottleneck_block(cnn, depth, depth_bottleneck, stride, pre_activation): """Bottleneck block with identity short-cut. Args: cnn: the network to append bottleneck blocks. depth: the number of output filters for this bottleneck block. depth_bottleneck: the number of bottleneck filters for this block. stride: Stride used in the first layer of the bottleneck block. pre_activation: use pre_activation structure used in v2 or not. """ if pre_activation: bottleneck_block_v2(cnn, depth, depth_bottleneck, stride) else: bottleneck_block_v1(cnn, depth, depth_bottleneck, stride)
[ "def", "bottleneck_block", "(", "cnn", ",", "depth", ",", "depth_bottleneck", ",", "stride", ",", "pre_activation", ")", ":", "if", "pre_activation", ":", "bottleneck_block_v2", "(", "cnn", ",", "depth", ",", "depth_bottleneck", ",", "stride", ")", "else", ":", "bottleneck_block_v1", "(", "cnn", ",", "depth", ",", "depth_bottleneck", ",", "stride", ")" ]
Bottleneck block with identity short-cut. Args: cnn: the network to append bottleneck blocks. depth: the number of output filters for this bottleneck block. depth_bottleneck: the number of bottleneck filters for this block. stride: Stride used in the first layer of the bottleneck block. pre_activation: use pre_activation structure used in v2 or not.
[ "Bottleneck", "block", "with", "identity", "short", "-", "cut", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/resnet_model.py#L182-L195
train
Bottleneck block with identity short - cut.
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(0b101000 + 0o10) + chr(0b1101111) + '\x33' + chr(0b110101 + 0o2) + '\062', 41517 - 41509), ehT0Px3KOsy9(chr(1175 - 1127) + chr(0b1101111) + chr(0b100000 + 0o22) + chr(2318 - 2268) + chr(0b100010 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1011100 + 0o23) + chr(532 - 477) + chr(0b100001 + 0o17), 0o10), ehT0Px3KOsy9(chr(96 - 48) + chr(111) + '\062' + '\060' + chr(0b10011 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(0b110 + 0o55) + chr(88 - 38) + chr(49), 16765 - 16757), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\x33' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(577 - 525) + chr(0b100011 + 0o24), 0b1000), ehT0Px3KOsy9('\x30' + chr(4958 - 4847) + chr(0b101111 + 0o2) + chr(55) + '\063', 977 - 969), ehT0Px3KOsy9(chr(1021 - 973) + chr(111) + chr(2242 - 2193) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(54) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\067' + chr(0b10010 + 0o37), 0o10), ehT0Px3KOsy9(chr(541 - 493) + chr(0b1101111) + chr(53) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b0 + 0o67) + chr(0b11001 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1962 - 1913) + '\065' + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10010 + 0o37) + chr(55) + chr(220 - 170), 21038 - 21030), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b110010) + chr(2463 - 2411), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\062' + chr(0b110001) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(1757 - 1706) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1100011 + 0o14) + chr(0b110111) + chr(721 - 667), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6055 - 5944) + '\x36' + chr(2008 - 1953), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b110001) + chr(0b101100 + 0o12) + chr(49), 9728 - 9720), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(4632 - 4521) + chr(51) + '\066' + chr(54), 43420 - 43412), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b110011) + '\063', 61532 - 61524), ehT0Px3KOsy9(chr(0b110000) + chr(1409 - 1298) + '\x31' + '\063' + chr(2214 - 2160), 628 - 620), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + chr(0b110001) + chr(55), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x36' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101101 + 0o6) + chr(53) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\065' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1679 - 1629) + '\060' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6375 - 6264) + chr(0b110010) + '\065' + '\x30', 0o10), ehT0Px3KOsy9(chr(217 - 169) + chr(10358 - 10247) + chr(403 - 351) + chr(54), 48012 - 48004), ehT0Px3KOsy9(chr(2074 - 2026) + '\x6f' + chr(1180 - 1130) + '\x35' + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1282 - 1232) + chr(1612 - 1560) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1937 - 1889) + '\157' + '\061' + chr(445 - 393) + chr(2244 - 2189), 42767 - 42759), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\x35' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(11570 - 11459) + '\x33' + chr(0b110110) + chr(1540 - 1491), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(300 - 246) + chr(0b101101 + 0o3), 8), ehT0Px3KOsy9(chr(262 - 214) + '\x6f' + '\067' + chr(0b11100 + 0o30), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1538 - 1488) + chr(53) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110001) + '\063', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\065' + chr(0b1011 + 0o45), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4'), chr(960 - 860) + '\145' + chr(4596 - 4497) + '\x6f' + chr(1052 - 952) + '\x65')('\x75' + chr(8425 - 8309) + chr(0b1100110) + chr(45) + chr(0b100100 + 0o24)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def E0umIBQ8_KeA(tTsgxwNuDtB8, UEys4_lSwsID, ZQe47w4in3Hg, VKQ5wcD30goF, mVSg1yaHmcnp): if mVSg1yaHmcnp: AgRorNfLv3lD(tTsgxwNuDtB8, UEys4_lSwsID, ZQe47w4in3Hg, VKQ5wcD30goF) else: xlENle4hT56f(tTsgxwNuDtB8, UEys4_lSwsID, ZQe47w4in3Hg, VKQ5wcD30goF)
ray-project/ray
python/ray/experimental/sgd/tfbench/resnet_model.py
residual_block
def residual_block(cnn, depth, stride, pre_activation): """Residual block with identity short-cut. Args: cnn: the network to append residual blocks. depth: the number of output filters for this residual block. stride: Stride used in the first layer of the residual block. pre_activation: use pre_activation structure or not. """ input_layer = cnn.top_layer in_size = cnn.top_size if in_size != depth: # Plan A of shortcut. shortcut = cnn.apool( 1, 1, stride, stride, input_layer=input_layer, num_channels_in=in_size) padding = (depth - in_size) // 2 if cnn.channel_pos == "channels_last": shortcut = tf.pad(shortcut, [[0, 0], [0, 0], [0, 0], [padding, padding]]) else: shortcut = tf.pad(shortcut, [[0, 0], [padding, padding], [0, 0], [0, 0]]) else: shortcut = input_layer if pre_activation: res = cnn.batch_norm(input_layer) res = tf.nn.relu(res) else: res = input_layer cnn.conv( depth, 3, 3, stride, stride, input_layer=res, num_channels_in=in_size, use_batch_norm=True, bias=None) if pre_activation: res = cnn.conv( depth, 3, 3, 1, 1, activation=None, use_batch_norm=False, bias=None) output = shortcut + res else: res = cnn.conv( depth, 3, 3, 1, 1, activation=None, use_batch_norm=True, bias=None) output = tf.nn.relu(shortcut + res) cnn.top_layer = output cnn.top_size = depth
python
def residual_block(cnn, depth, stride, pre_activation): """Residual block with identity short-cut. Args: cnn: the network to append residual blocks. depth: the number of output filters for this residual block. stride: Stride used in the first layer of the residual block. pre_activation: use pre_activation structure or not. """ input_layer = cnn.top_layer in_size = cnn.top_size if in_size != depth: # Plan A of shortcut. shortcut = cnn.apool( 1, 1, stride, stride, input_layer=input_layer, num_channels_in=in_size) padding = (depth - in_size) // 2 if cnn.channel_pos == "channels_last": shortcut = tf.pad(shortcut, [[0, 0], [0, 0], [0, 0], [padding, padding]]) else: shortcut = tf.pad(shortcut, [[0, 0], [padding, padding], [0, 0], [0, 0]]) else: shortcut = input_layer if pre_activation: res = cnn.batch_norm(input_layer) res = tf.nn.relu(res) else: res = input_layer cnn.conv( depth, 3, 3, stride, stride, input_layer=res, num_channels_in=in_size, use_batch_norm=True, bias=None) if pre_activation: res = cnn.conv( depth, 3, 3, 1, 1, activation=None, use_batch_norm=False, bias=None) output = shortcut + res else: res = cnn.conv( depth, 3, 3, 1, 1, activation=None, use_batch_norm=True, bias=None) output = tf.nn.relu(shortcut + res) cnn.top_layer = output cnn.top_size = depth
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Residual block with identity short-cut. Args: cnn: the network to append residual blocks. depth: the number of output filters for this residual block. stride: Stride used in the first layer of the residual block. pre_activation: use pre_activation structure or not.
[ "Residual", "block", "with", "identity", "short", "-", "cut", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/resnet_model.py#L198-L258
train
Residual block with identity short - cut.
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(0b0 + 0o61) + chr(54) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\x30' + chr(50), 49391 - 49383), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(54) + chr(393 - 339), 34334 - 34326), ehT0Px3KOsy9(chr(0b110000) + chr(7040 - 6929) + '\061' + chr(847 - 799) + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(348 - 300) + chr(0b1101111) + chr(2175 - 2124) + chr(1955 - 1903) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\060' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(0b101011 + 0o6) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1010 + 0o50) + chr(0b110111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5852 - 5741) + '\063' + chr(51) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4142 - 4031) + chr(0b110011) + '\060' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(979 - 868) + chr(51) + '\061' + chr(904 - 853), 29238 - 29230), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(2102 - 2047) + '\067', 0b1000), ehT0Px3KOsy9(chr(597 - 549) + '\157' + '\061' + '\062' + '\x36', 20662 - 20654), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + '\061' + chr(0b110110) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(777 - 666) + chr(50) + chr(0b100011 + 0o22), 0o10), ehT0Px3KOsy9(chr(1149 - 1101) + chr(111) + chr(1710 - 1659) + chr(1448 - 1396) + chr(0b110101 + 0o1), 54411 - 54403), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(0b101100 + 0o6) + chr(0b110101) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + chr(51) + chr(51) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(2278 - 2230) + '\157' + '\x33' + chr(367 - 318) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1011 + 0o144) + '\065' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010), 34837 - 34829), ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + chr(50) + chr(1196 - 1145) + '\067', 42181 - 42173), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(744 - 693) + '\067' + chr(0b101111 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8887 - 8776) + chr(0b10011 + 0o36) + chr(50) + chr(0b11011 + 0o26), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1101 + 0o45) + '\066' + chr(0b110110), 8062 - 8054), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(853 - 803) + chr(54) + chr(54), 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + '\x31' + chr(0b110100) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + '\063' + chr(0b110100) + chr(1054 - 1005), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b0 + 0o67) + chr(1074 - 1022), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(50) + '\x32' + chr(50), 12215 - 12207), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(55) + chr(1850 - 1800), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2557 - 2503) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(6561 - 6450) + '\064' + chr(349 - 295), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(1205 - 1154) + chr(0b110 + 0o55) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(51) + '\065' + '\063', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(0b110010) + chr(0b110100) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x36' + chr(516 - 467), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b1101 + 0o44) + chr(2232 - 2184), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\x35' + '\061', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(10021 - 9910) + chr(1642 - 1589) + '\x30', 15102 - 15094)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'_'), chr(5441 - 5341) + chr(0b1100101) + '\143' + chr(0b1101111) + '\x64' + '\x65')('\165' + chr(0b1000001 + 0o63) + chr(102) + chr(0b101101) + chr(1722 - 1666)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def cZzlDzj_eOt4(tTsgxwNuDtB8, UEys4_lSwsID, VKQ5wcD30goF, mVSg1yaHmcnp): M6HgRfT76Y_a = tTsgxwNuDtB8.kAVjKpVAiD_W qg4WGpkmRztf = tTsgxwNuDtB8.y6HbxRCIYP7p if qg4WGpkmRztf != UEys4_lSwsID: c4rbmmlcdkTg = tTsgxwNuDtB8.apool(ehT0Px3KOsy9('\x30' + '\157' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b111 + 0o52), 8), VKQ5wcD30goF, VKQ5wcD30goF, input_layer=M6HgRfT76Y_a, num_channels_in=qg4WGpkmRztf) TFLseEYASEKG = (UEys4_lSwsID - qg4WGpkmRztf) // ehT0Px3KOsy9(chr(1036 - 988) + chr(2845 - 2734) + '\x32', 8) if xafqLlk3kkUe(tTsgxwNuDtB8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12*W/\x8c\xa1`\xe2\xac\xa9\xb8'), '\x64' + '\x65' + '\143' + '\x6f' + '\x64' + chr(0b1000 + 0o135))(chr(0b1000 + 0o155) + '\x74' + chr(102) + chr(0b11 + 0o52) + chr(0b110 + 0o62))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x12*W/\x8c\xa1`\xce\x83\xaa\xaaL"'), chr(100) + chr(101) + '\143' + '\x6f' + chr(0b1010001 + 0o23) + chr(101))(chr(6339 - 6222) + '\164' + '\146' + chr(45) + chr(0b110101 + 0o3)): c4rbmmlcdkTg = IDJ2eXGCBCDu.jq0C7ttmqXPS(c4rbmmlcdkTg, [[ehT0Px3KOsy9(chr(0b110000) + chr(297 - 186) + chr(0b100100 + 0o14), 55399 - 55391), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 8)], [ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1100011 + 0o14) + '\x30', 8), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\060', 8)], [ehT0Px3KOsy9(chr(2225 - 2177) + '\x6f' + '\x30', 8), ehT0Px3KOsy9(chr(48) + chr(9963 - 9852) + '\060', 8)], [TFLseEYASEKG, TFLseEYASEKG]]) else: c4rbmmlcdkTg = IDJ2eXGCBCDu.jq0C7ttmqXPS(c4rbmmlcdkTg, [[ehT0Px3KOsy9('\060' + '\157' + chr(0b101011 + 0o5), 8), ehT0Px3KOsy9('\x30' + chr(8138 - 8027) + '\060', 8)], [TFLseEYASEKG, TFLseEYASEKG], [ehT0Px3KOsy9('\060' + '\157' + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(6819 - 6708) + chr(0b110000), 8)], [ehT0Px3KOsy9(chr(0b110000) + '\157' + '\060', 8), ehT0Px3KOsy9(chr(48) + chr(0b110011 + 0o74) + chr(0b110000), 8)]]) else: c4rbmmlcdkTg = M6HgRfT76Y_a if mVSg1yaHmcnp: MsbwfslwLjRO = tTsgxwNuDtB8.batch_norm(M6HgRfT76Y_a) MsbwfslwLjRO = IDJ2eXGCBCDu.nn.relu(MsbwfslwLjRO) else: MsbwfslwLjRO = M6HgRfT76Y_a xafqLlk3kkUe(tTsgxwNuDtB8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1csE\x16\x90\xf4<\xee\x8a\xb6\x9df'), chr(3038 - 2938) + '\x65' + chr(0b1100011) + '\157' + '\144' + chr(0b101010 + 0o73))(chr(117) + chr(116) + chr(102) + chr(942 - 897) + chr(56)))(UEys4_lSwsID, ehT0Px3KOsy9('\x30' + '\x6f' + chr(360 - 309), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1000 + 0o53), 8), VKQ5wcD30goF, VKQ5wcD30goF, input_layer=MsbwfslwLjRO, num_channels_in=qg4WGpkmRztf, use_batch_norm=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061', 8), bias=None) if mVSg1yaHmcnp: MsbwfslwLjRO = tTsgxwNuDtB8.m1sWr00SVpVY(UEys4_lSwsID, ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2562 - 2511), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b0 + 0o63), 8), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(6615 - 6504) + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(3275 - 3164) + chr(49), 8), activation=None, use_batch_norm=ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1 + 0o156) + chr(48), 8), bias=None) e1jVqMSBZ01Y = c4rbmmlcdkTg + MsbwfslwLjRO else: MsbwfslwLjRO = tTsgxwNuDtB8.m1sWr00SVpVY(UEys4_lSwsID, ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(9688 - 9577) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(51), 8), ehT0Px3KOsy9(chr(48) + chr(7610 - 7499) + '\061', 8), ehT0Px3KOsy9(chr(1845 - 1797) + '\x6f' + '\x31', 8), activation=None, use_batch_norm=ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(1229 - 1180), 8), bias=None) e1jVqMSBZ01Y = IDJ2eXGCBCDu.nn.relu(c4rbmmlcdkTg + MsbwfslwLjRO) tTsgxwNuDtB8.kAVjKpVAiD_W = e1jVqMSBZ01Y tTsgxwNuDtB8.y6HbxRCIYP7p = UEys4_lSwsID
ray-project/ray
python/ray/rllib/utils/filter.py
MeanStdFilter.apply_changes
def apply_changes(self, other, with_buffer=False): """Applies updates from the buffer of another filter. Params: other (MeanStdFilter): Other filter to apply info from with_buffer (bool): Flag for specifying if the buffer should be copied from other. Examples: >>> a = MeanStdFilter(()) >>> a(1) >>> a(2) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [2, 1.5, 2] >>> b = MeanStdFilter(()) >>> b(10) >>> a.apply_changes(b, with_buffer=False) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [3, 4.333333333333333, 2] >>> a.apply_changes(b, with_buffer=True) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [4, 5.75, 1] """ self.rs.update(other.buffer) if with_buffer: self.buffer = other.buffer.copy()
python
def apply_changes(self, other, with_buffer=False): """Applies updates from the buffer of another filter. Params: other (MeanStdFilter): Other filter to apply info from with_buffer (bool): Flag for specifying if the buffer should be copied from other. Examples: >>> a = MeanStdFilter(()) >>> a(1) >>> a(2) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [2, 1.5, 2] >>> b = MeanStdFilter(()) >>> b(10) >>> a.apply_changes(b, with_buffer=False) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [3, 4.333333333333333, 2] >>> a.apply_changes(b, with_buffer=True) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [4, 5.75, 1] """ self.rs.update(other.buffer) if with_buffer: self.buffer = other.buffer.copy()
[ "def", "apply_changes", "(", "self", ",", "other", ",", "with_buffer", "=", "False", ")", ":", "self", ".", "rs", ".", "update", "(", "other", ".", "buffer", ")", "if", "with_buffer", ":", "self", ".", "buffer", "=", "other", ".", "buffer", ".", "copy", "(", ")" ]
Applies updates from the buffer of another filter. Params: other (MeanStdFilter): Other filter to apply info from with_buffer (bool): Flag for specifying if the buffer should be copied from other. Examples: >>> a = MeanStdFilter(()) >>> a(1) >>> a(2) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [2, 1.5, 2] >>> b = MeanStdFilter(()) >>> b(10) >>> a.apply_changes(b, with_buffer=False) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [3, 4.333333333333333, 2] >>> a.apply_changes(b, with_buffer=True) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [4, 5.75, 1]
[ "Applies", "updates", "from", "the", "buffer", "of", "another", "filter", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/filter.py#L156-L181
train
Applies updates from the rs and buffer of another filter.
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) + '\x6f' + '\x31' + chr(0b10 + 0o65) + chr(0b100011 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + chr(6103 - 5992) + chr(0b1111 + 0o46), 52080 - 52072), ehT0Px3KOsy9('\060' + '\157' + chr(1146 - 1097) + '\060' + chr(53), 0o10), ehT0Px3KOsy9(chr(1924 - 1876) + '\157' + '\x33' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\x33' + '\x33' + chr(0b11110 + 0o31), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x36' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(2918 - 2807) + chr(0b101010 + 0o7) + '\066' + chr(54), 0b1000), ehT0Px3KOsy9(chr(552 - 504) + chr(111) + chr(0b110010) + chr(0b101000 + 0o14) + chr(53), 19858 - 19850), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + '\x35' + chr(484 - 433), 58624 - 58616), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\x32' + chr(0b1 + 0o61), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1161 - 1110) + chr(0b110110) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(54) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\x34' + chr(2202 - 2149), 11433 - 11425), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100 + 0o57) + chr(51) + chr(0b110001), 55309 - 55301), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(974 - 920), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(1253 - 1204), 0o10), ehT0Px3KOsy9(chr(307 - 259) + chr(0b1101111) + chr(602 - 553) + chr(0b10011 + 0o36) + chr(652 - 601), 0b1000), ehT0Px3KOsy9(chr(516 - 468) + chr(0b1111 + 0o140) + chr(0b100110 + 0o13) + chr(0b110111) + chr(2563 - 2508), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101000 + 0o7) + chr(0b110000 + 0o3) + chr(0b110010) + chr(947 - 899), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110101) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(50) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + '\x31' + chr(0b110 + 0o55) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4493 - 4382) + chr(0b10000 + 0o41) + chr(0b110101 + 0o0) + chr(1587 - 1537), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(50) + chr(0b110000 + 0o0) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(261 - 213) + '\157' + chr(0b110010) + chr(50) + chr(2619 - 2565), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b110011) + '\x33' + chr(1907 - 1855), 6597 - 6589), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x36' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(338 - 287) + chr(50) + chr(640 - 590), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\x35' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(57 - 5) + chr(0b110000 + 0o5), 13560 - 13552), ehT0Px3KOsy9(chr(0b110000) + chr(713 - 602) + chr(0b101000 + 0o13) + chr(50) + '\061', 41771 - 41763), ehT0Px3KOsy9('\x30' + '\157' + chr(712 - 663) + chr(51) + chr(2657 - 2605), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110000 + 0o1) + chr(616 - 566), 5173 - 5165), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b110001) + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1257 - 1206) + chr(0b110 + 0o53) + chr(0b0 + 0o67), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b1101 + 0o50) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(11802 - 11691) + chr(0b111 + 0o54) + chr(51) + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + chr(2251 - 2140) + chr(0b11110 + 0o23) + '\x31', 40525 - 40517), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110001 + 0o3) + chr(987 - 939), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065' + chr(0b100 + 0o54), 63742 - 63734)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'P'), chr(0b1100100) + chr(8123 - 8022) + chr(99) + chr(0b1101111) + '\144' + '\145')(chr(0b110110 + 0o77) + chr(116) + chr(0b1010110 + 0o20) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PzPyCifuCNom(oVre8I6UXc3b, KK0ERS7DqYrY, Oj_wKONBu3ca=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10111 + 0o31), ord("\x08"))): xafqLlk3kkUe(oVre8I6UXc3b.rs, xafqLlk3kkUe(SXOLrMavuUCe(b'$q\x04\\\xb6\xbc<\xcbR\xa6\x97\x81'), '\144' + chr(0b10 + 0o143) + chr(99) + chr(111) + chr(3950 - 3850) + chr(101))(chr(0b11100 + 0o131) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(3055 - 2999)))(xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'*T\ti\x93\xb9\x07\xf4x\xeb\x87\xdb'), '\x64' + chr(3639 - 3538) + chr(99) + '\157' + chr(0b1100100) + '\x65')(chr(13484 - 13367) + '\164' + '\146' + chr(0b11001 + 0o24) + '\x38'))) if Oj_wKONBu3ca: oVre8I6UXc3b.TQLpLKqQSyuj = KK0ERS7DqYrY.buffer.igThHS4jwVsa()
ray-project/ray
python/ray/rllib/utils/filter.py
MeanStdFilter.copy
def copy(self): """Returns a copy of Filter.""" other = MeanStdFilter(self.shape) other.sync(self) return other
python
def copy(self): """Returns a copy of Filter.""" other = MeanStdFilter(self.shape) other.sync(self) return other
[ "def", "copy", "(", "self", ")", ":", "other", "=", "MeanStdFilter", "(", "self", ".", "shape", ")", "other", ".", "sync", "(", "self", ")", "return", "other" ]
Returns a copy of Filter.
[ "Returns", "a", "copy", "of", "Filter", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/filter.py#L183-L187
train
Returns a copy of the filter.
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) + '\157' + chr(665 - 615) + chr(0b100011 + 0o21) + chr(0b11110 + 0o25), 62603 - 62595), ehT0Px3KOsy9('\060' + chr(10424 - 10313) + chr(1157 - 1108) + chr(50) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x31' + '\x31', 20072 - 20064), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101100 + 0o5) + chr(52) + chr(0b110010), 33446 - 33438), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(10248 - 10137) + '\061' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + chr(0b100100 + 0o14), 32840 - 32832), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1 + 0o60) + '\x37' + '\061', 0o10), ehT0Px3KOsy9(chr(406 - 358) + chr(0b10101 + 0o132) + chr(0b110011) + '\064' + chr(0b110000), 37010 - 37002), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(54) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(326 - 215) + chr(0b110011) + chr(1492 - 1438) + chr(2451 - 2398), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1093 - 1042) + chr(0b110011 + 0o0) + chr(0b110001), 41231 - 41223), ehT0Px3KOsy9(chr(1926 - 1878) + chr(111) + chr(2545 - 2494) + chr(49) + '\x33', 0o10), ehT0Px3KOsy9(chr(1487 - 1439) + chr(0b10010 + 0o135) + '\x32' + chr(52) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(9738 - 9627) + chr(50) + chr(0b110111) + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\x31' + chr(51), 1380 - 1372), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11011 + 0o33), 6917 - 6909), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110101) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101100 + 0o10) + '\x32', 4571 - 4563), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\x33' + '\x35', 22078 - 22070), ehT0Px3KOsy9(chr(698 - 650) + chr(7008 - 6897) + '\061' + chr(0b101001 + 0o15) + chr(994 - 944), 41379 - 41371), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(77 - 29) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100011 + 0o20) + chr(2286 - 2231) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(81 - 29), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110101) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b1011 + 0o54) + chr(0b110011), 41633 - 41625), ehT0Px3KOsy9('\x30' + '\157' + '\064' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + '\x32' + chr(52) + chr(0b10000 + 0o45), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\065' + chr(2198 - 2144), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\063' + chr(0b110111) + chr(0b101001 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(1440 - 1392) + chr(0b1101111) + chr(0b10111 + 0o32) + chr(2703 - 2651) + chr(1473 - 1423), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + chr(1840 - 1789) + '\x30' + '\x33', 7089 - 7081), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(49) + chr(0b10110 + 0o40) + chr(1219 - 1171), 0b1000), ehT0Px3KOsy9(chr(108 - 60) + chr(0b1101111) + '\x31' + chr(0b110111) + chr(0b100101 + 0o17), 15764 - 15756), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(8422 - 8311) + chr(1729 - 1679) + chr(0b101001 + 0o10) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(749 - 638) + chr(51) + chr(0b110001) + chr(1938 - 1889), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b101100 + 0o11) + chr(2100 - 2049), 0o10), ehT0Px3KOsy9(chr(597 - 549) + '\x6f' + chr(0b110000 + 0o3) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5280 - 5169) + chr(0b110010) + '\x33' + chr(55), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + chr(0b10000 + 0o40), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d'), '\144' + chr(0b1011001 + 0o14) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))(chr(117) + '\164' + chr(0b110100 + 0o62) + '\055' + chr(0b100 + 0o64)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def igThHS4jwVsa(oVre8I6UXc3b): KK0ERS7DqYrY = gnkxi9FP8dVo(oVre8I6UXc3b.nauYfLglTpcb) xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0+\xe7\x01'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b10111 + 0o115) + chr(101))('\165' + '\x74' + chr(0b101100 + 0o72) + chr(45) + '\070'))(oVre8I6UXc3b) return KK0ERS7DqYrY
ray-project/ray
python/ray/rllib/utils/filter.py
MeanStdFilter.sync
def sync(self, other): """Syncs all fields together from other filter. Examples: >>> a = MeanStdFilter(()) >>> a(1) >>> a(2) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [2, array(1.5), 2] >>> b = MeanStdFilter(()) >>> b(10) >>> print([b.rs.n, b.rs.mean, b.buffer.n]) [1, array(10.0), 1] >>> a.sync(b) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [1, array(10.0), 1] """ assert other.shape == self.shape, "Shapes don't match!" self.demean = other.demean self.destd = other.destd self.clip = other.clip self.rs = other.rs.copy() self.buffer = other.buffer.copy()
python
def sync(self, other): """Syncs all fields together from other filter. Examples: >>> a = MeanStdFilter(()) >>> a(1) >>> a(2) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [2, array(1.5), 2] >>> b = MeanStdFilter(()) >>> b(10) >>> print([b.rs.n, b.rs.mean, b.buffer.n]) [1, array(10.0), 1] >>> a.sync(b) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [1, array(10.0), 1] """ assert other.shape == self.shape, "Shapes don't match!" self.demean = other.demean self.destd = other.destd self.clip = other.clip self.rs = other.rs.copy() self.buffer = other.buffer.copy()
[ "def", "sync", "(", "self", ",", "other", ")", ":", "assert", "other", ".", "shape", "==", "self", ".", "shape", ",", "\"Shapes don't match!\"", "self", ".", "demean", "=", "other", ".", "demean", "self", ".", "destd", "=", "other", ".", "destd", "self", ".", "clip", "=", "other", ".", "clip", "self", ".", "rs", "=", "other", ".", "rs", ".", "copy", "(", ")", "self", ".", "buffer", "=", "other", ".", "buffer", ".", "copy", "(", ")" ]
Syncs all fields together from other filter. Examples: >>> a = MeanStdFilter(()) >>> a(1) >>> a(2) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [2, array(1.5), 2] >>> b = MeanStdFilter(()) >>> b(10) >>> print([b.rs.n, b.rs.mean, b.buffer.n]) [1, array(10.0), 1] >>> a.sync(b) >>> print([a.rs.n, a.rs.mean, a.buffer.n]) [1, array(10.0), 1]
[ "Syncs", "all", "fields", "together", "from", "other", "filter", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/filter.py#L192-L214
train
Syncs all fields together from another filter.
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(50) + chr(2303 - 2249) + '\067', 38818 - 38810), ehT0Px3KOsy9(chr(641 - 593) + '\x6f' + chr(1318 - 1269) + chr(52) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1436 - 1387) + chr(146 - 92) + chr(0b101011 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(2157 - 2107) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110011) + chr(0b11001 + 0o36), 31025 - 31017), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1001001 + 0o46) + chr(1548 - 1498) + '\x37' + '\x32', 21674 - 21666), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\063' + '\061' + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(49) + chr(0b1010 + 0o46) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2234 - 2185) + '\061' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b111100 + 0o63) + '\063' + chr(0b110000) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\061' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\065' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(307 - 258) + chr(0b110101) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11100 + 0o31) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1164 - 1114) + '\064' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(49) + chr(2359 - 2304), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(49) + '\065', 40961 - 40953), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b110001 + 0o2) + chr(0b10010 + 0o42) + chr(1227 - 1174), 0b1000), ehT0Px3KOsy9(chr(1870 - 1822) + chr(0b1101111) + chr(50) + chr(2262 - 2214) + chr(0b11010 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b110011) + '\x36', 34312 - 34304), ehT0Px3KOsy9(chr(2051 - 2003) + '\157' + '\x33' + chr(48) + chr(2381 - 2330), 59131 - 59123), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100000 + 0o22) + '\066' + chr(0b110110), 28731 - 28723), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(2514 - 2460), 45825 - 45817), ehT0Px3KOsy9('\060' + chr(8662 - 8551) + '\062' + chr(49) + '\063', 24574 - 24566), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + '\063', 0o10), ehT0Px3KOsy9(chr(1052 - 1004) + chr(1234 - 1123) + chr(2386 - 2337) + chr(53) + chr(0b101000 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1787 - 1737) + '\062' + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\063' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(202 - 153) + '\065' + chr(1679 - 1625), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(800 - 689) + '\063' + chr(0b110111) + chr(0b100111 + 0o12), 0b1000), ehT0Px3KOsy9(chr(627 - 579) + '\x6f' + chr(0b110001) + '\x35' + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b10010 + 0o36) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1000110 + 0o51) + '\x31' + chr(0b110000 + 0o2) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(50) + chr(291 - 241), 48542 - 48534), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + '\x33' + chr(622 - 569) + chr(0b11010 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(847 - 799) + chr(111) + chr(0b100000 + 0o25) + chr(0b10001 + 0o42), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(48) + chr(368 - 318), 63753 - 63745), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110010) + chr(0b100111 + 0o13), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101000 + 0o13) + chr(53) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(391 - 340), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + chr(2359 - 2306) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x99'), chr(100) + '\x65' + '\143' + chr(111) + '\x64' + '\x65')('\x75' + chr(0b111100 + 0o70) + chr(8414 - 8312) + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def OLWAJrKMaq_U(oVre8I6UXc3b, KK0ERS7DqYrY): assert xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x01\x01\x8a9\xf6\xa8-\x1c\xb5\xaa\xce'), chr(100) + chr(0b1100101) + chr(5392 - 5293) + '\157' + chr(0b1100000 + 0o4) + chr(101))(chr(117) + chr(0b1110100 + 0o0) + '\146' + chr(45) + chr(0b11010 + 0o36))) == xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x01\x01\x8a9\xf6\xa8-\x1c\xb5\xaa\xce'), '\x64' + chr(101) + chr(0b1100011) + '\157' + chr(0b11110 + 0o106) + chr(0b1000001 + 0o44))(chr(0b101111 + 0o106) + '\164' + chr(5020 - 4918) + chr(0b101101) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b"\xe4\x08\x15\xa3:\xc9\xef%'\xab\xee\xd8JG\xc5;\xae\x8d\xa2"), '\144' + chr(0b1100101) + chr(99) + chr(0b10000 + 0o137) + chr(0b1010 + 0o132) + '\145')(chr(0b1110101) + chr(116) + '\146' + chr(45) + chr(0b111000)) oVre8I6UXc3b.rWxixXssCFaV = KK0ERS7DqYrY.rWxixXssCFaV oVre8I6UXc3b.VqTJAQpkMtzc = KK0ERS7DqYrY.VqTJAQpkMtzc oVre8I6UXc3b.H8HUQmIerer7 = KK0ERS7DqYrY.H8HUQmIerer7 oVre8I6UXc3b.qIqauEC32C0A = KK0ERS7DqYrY.rs.igThHS4jwVsa() oVre8I6UXc3b.TQLpLKqQSyuj = KK0ERS7DqYrY.buffer.igThHS4jwVsa()
ray-project/ray
python/ray/rllib/utils/filter.py
ConcurrentMeanStdFilter.as_serializable
def as_serializable(self): """Returns non-concurrent version of current class""" other = MeanStdFilter(self.shape) other.sync(self) return other
python
def as_serializable(self): """Returns non-concurrent version of current class""" other = MeanStdFilter(self.shape) other.sync(self) return other
[ "def", "as_serializable", "(", "self", ")", ":", "other", "=", "MeanStdFilter", "(", "self", ".", "shape", ")", "other", ".", "sync", "(", "self", ")", "return", "other" ]
Returns non-concurrent version of current class
[ "Returns", "non", "-", "concurrent", "version", "of", "current", "class" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/filter.py#L258-L262
train
Returns non - concurrent version of current 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(chr(0b1 + 0o57) + '\157' + chr(2101 - 2052) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(762 - 711) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + chr(0b100001 + 0o23), 0o10), ehT0Px3KOsy9(chr(876 - 828) + '\x6f' + chr(0b110111) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(50) + chr(1803 - 1748) + chr(2585 - 2532), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x35', 14845 - 14837), ehT0Px3KOsy9('\x30' + chr(0b1100110 + 0o11) + chr(0b110001) + chr(0b10 + 0o56) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\061' + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + chr(49) + '\x30' + chr(1588 - 1540), 43513 - 43505), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(0b101000 + 0o11) + chr(636 - 583) + chr(0b110110), 16516 - 16508), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100100 + 0o17) + chr(0b100111 + 0o13) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1011 + 0o144) + '\064' + chr(2273 - 2220), 0o10), ehT0Px3KOsy9(chr(555 - 507) + chr(0b1101110 + 0o1) + chr(51) + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(113 - 63) + '\065' + chr(2207 - 2157), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10100 + 0o35) + '\064' + chr(0b10010 + 0o40), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2403 - 2348) + chr(2713 - 2658), 178 - 170), ehT0Px3KOsy9('\x30' + '\x6f' + chr(284 - 235) + '\064' + chr(0b110000 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(2227 - 2175) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(12243 - 12132) + chr(884 - 834) + chr(0b110000) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(8972 - 8861) + chr(51) + '\x30' + '\x34', 4361 - 4353), ehT0Px3KOsy9(chr(48) + chr(6280 - 6169) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(717 - 668) + '\x34' + '\x32', 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(50) + '\065' + '\x35', 12339 - 12331), ehT0Px3KOsy9(chr(0b110000) + chr(4807 - 4696) + '\061' + '\065' + '\060', 38244 - 38236), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x36' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b110001) + chr(1128 - 1079) + '\x31', 14848 - 14840), ehT0Px3KOsy9('\060' + chr(111) + chr(2771 - 2718) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(8507 - 8396) + chr(0b110011) + '\x37' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b10011 + 0o37) + chr(0b11000 + 0o31) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(49) + '\064' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1142 - 1093) + chr(0b100000 + 0o22) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(4494 - 4383) + chr(2528 - 2477) + chr(0b110010) + '\x34', 49094 - 49086), ehT0Px3KOsy9('\060' + chr(5654 - 5543) + chr(49) + chr(0b10011 + 0o36) + chr(51), 58657 - 58649), ehT0Px3KOsy9('\060' + chr(7619 - 7508) + '\065' + '\x36', 0o10), ehT0Px3KOsy9(chr(485 - 437) + '\x6f' + chr(0b101011 + 0o12) + chr(266 - 212), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b110000 + 0o1) + chr(49) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2150 - 2099) + chr(0b1001 + 0o56) + chr(1225 - 1172), 0o10), ehT0Px3KOsy9(chr(48) + chr(3613 - 3502) + chr(0b110101) + chr(0b100110 + 0o12), 44804 - 44796)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101) + chr(1628 - 1580), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'$'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(0b1001001 + 0o54) + chr(0b101 + 0o157) + '\x66' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def aq23oQREYwj3(oVre8I6UXc3b): KK0ERS7DqYrY = gnkxi9FP8dVo(oVre8I6UXc3b.nauYfLglTpcb) xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xe4Z_'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b100111 + 0o75) + '\x65')(chr(7301 - 7184) + '\164' + '\x66' + chr(410 - 365) + chr(56)))(oVre8I6UXc3b) return KK0ERS7DqYrY
ray-project/ray
python/ray/rllib/utils/filter.py
ConcurrentMeanStdFilter.copy
def copy(self): """Returns a copy of Filter.""" other = ConcurrentMeanStdFilter(self.shape) other.sync(self) return other
python
def copy(self): """Returns a copy of Filter.""" other = ConcurrentMeanStdFilter(self.shape) other.sync(self) return other
[ "def", "copy", "(", "self", ")", ":", "other", "=", "ConcurrentMeanStdFilter", "(", "self", ".", "shape", ")", "other", ".", "sync", "(", "self", ")", "return", "other" ]
Returns a copy of Filter.
[ "Returns", "a", "copy", "of", "Filter", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/filter.py#L264-L268
train
Returns a copy of this Filter.
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(1616 - 1505) + chr(0b110001) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + '\061' + chr(0b100100 + 0o23) + '\x30', 49722 - 49714), ehT0Px3KOsy9(chr(925 - 877) + chr(0b1101111) + chr(54) + chr(875 - 820), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(1279 - 1229) + chr(54), 54169 - 54161), ehT0Px3KOsy9(chr(0b110000) + chr(2769 - 2658) + chr(0b11110 + 0o23) + chr(0b11111 + 0o22) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1111 + 0o140) + chr(0b110010) + chr(2474 - 2423) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11111 + 0o23) + chr(54) + '\x33', 18955 - 18947), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\x30' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b100111 + 0o13) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b11010 + 0o27) + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1610 - 1559) + chr(1645 - 1597) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(52) + '\067', 26434 - 26426), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110111) + '\064', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b1 + 0o60) + chr(51) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(49) + '\x33', 8), ehT0Px3KOsy9(chr(1596 - 1548) + chr(12240 - 12129) + chr(1348 - 1297) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1100001 + 0o16) + '\063' + chr(0b101011 + 0o14) + '\x31', 48910 - 48902), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\x31' + chr(0b101 + 0o53) + '\x30', 0b1000), ehT0Px3KOsy9(chr(2153 - 2105) + '\x6f' + chr(49) + '\062' + chr(1922 - 1871), 19973 - 19965), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(48) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(59 - 11) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1164 - 1116) + chr(0b1111 + 0o140) + chr(50) + chr(0b101011 + 0o6) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6562 - 6451) + '\063' + chr(0b11100 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x34' + chr(0b111 + 0o53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(635 - 580) + '\061', 0o10), ehT0Px3KOsy9(chr(2065 - 2017) + '\157' + chr(2375 - 2324) + chr(271 - 219) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(7360 - 7249) + chr(0b110100) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\064' + '\060', 14250 - 14242), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110001) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(1691 - 1639) + chr(0b100000 + 0o24), 4409 - 4401), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + '\x33' + chr(54) + chr(227 - 176), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(604 - 555) + '\x31' + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b110100 + 0o0) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010), 24934 - 24926), ehT0Px3KOsy9(chr(1884 - 1836) + '\157' + '\x32' + chr(572 - 518) + chr(244 - 189), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + chr(2236 - 2183) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(2067 - 2019) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1727 - 1679) + chr(111) + chr(0b11 + 0o61) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\x35' + '\x37', 27425 - 27417)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(666 - 618), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b10011 + 0o121) + chr(0b1100001 + 0o4))(chr(1900 - 1783) + chr(0b1110100) + '\x66' + chr(193 - 148) + chr(1773 - 1717)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def igThHS4jwVsa(oVre8I6UXc3b): KK0ERS7DqYrY = us1wAW7VqHiR(oVre8I6UXc3b.nauYfLglTpcb) xafqLlk3kkUe(KK0ERS7DqYrY, xafqLlk3kkUe(SXOLrMavuUCe(b'z\x01Y5'), '\144' + chr(0b111 + 0o136) + '\143' + chr(3770 - 3659) + chr(0b1100100) + chr(0b1100000 + 0o5))(chr(0b110010 + 0o103) + chr(0b1110100) + '\x66' + '\x2d' + '\x38'))(oVre8I6UXc3b) return KK0ERS7DqYrY
ray-project/ray
python/ray/tune/examples/genetic_example.py
michalewicz_function
def michalewicz_function(config, reporter): """f(x) = -sum{sin(xi) * [sin(i*xi^2 / pi)]^(2m)}""" import numpy as np x = np.array( [config["x1"], config["x2"], config["x3"], config["x4"], config["x5"]]) sin_x = np.sin(x) z = (np.arange(1, 6) / np.pi * (x * x)) sin_z = np.power(np.sin(z), 20) # let m = 20 y = np.dot(sin_x, sin_z) # Negate y since we want to minimize y value reporter(timesteps_total=1, neg_mean_loss=-y)
python
def michalewicz_function(config, reporter): """f(x) = -sum{sin(xi) * [sin(i*xi^2 / pi)]^(2m)}""" import numpy as np x = np.array( [config["x1"], config["x2"], config["x3"], config["x4"], config["x5"]]) sin_x = np.sin(x) z = (np.arange(1, 6) / np.pi * (x * x)) sin_z = np.power(np.sin(z), 20) # let m = 20 y = np.dot(sin_x, sin_z) # Negate y since we want to minimize y value reporter(timesteps_total=1, neg_mean_loss=-y)
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f(x) = -sum{sin(xi) * [sin(i*xi^2 / pi)]^(2m)}
[ "f", "(", "x", ")", "=", "-", "sum", "{", "sin", "(", "xi", ")", "*", "[", "sin", "(", "i", "*", "xi^2", "/", "pi", ")", "]", "^", "(", "2m", ")", "}" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/examples/genetic_example.py#L16-L27
train
Michalewicz function.
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(0b10010 + 0o36) + chr(0b101101 + 0o102) + '\x31' + chr(0b10011 + 0o35) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110100) + chr(48), 48524 - 48516), ehT0Px3KOsy9(chr(119 - 71) + '\x6f' + '\x33' + chr(0b10000 + 0o46), 7636 - 7628), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(7320 - 7209) + '\x31' + chr(0b11110 + 0o22) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + chr(2230 - 2176) + chr(0b110000), 57127 - 57119), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b100001 + 0o20) + chr(0b100011 + 0o22), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + '\x32' + chr(51) + '\x35', 33742 - 33734), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10000 + 0o41), 0o10), ehT0Px3KOsy9(chr(131 - 83) + chr(0b1101111) + chr(51) + chr(0b1110 + 0o47) + '\x30', 44863 - 44855), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b110001 + 0o5) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10619 - 10508) + '\x31' + chr(0b110111) + chr(2335 - 2286), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + '\062' + '\x33' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b110010) + '\063', 52173 - 52165), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + chr(0b10100 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + '\x32' + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1011111 + 0o20) + chr(512 - 462) + chr(0b10 + 0o60) + chr(2583 - 2528), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110110) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(0b101010 + 0o14) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b11110 + 0o24) + chr(55) + chr(0b100 + 0o63), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2191 - 2142) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(848 - 800) + chr(0b1101110 + 0o1) + '\061' + chr(1453 - 1402) + chr(1836 - 1787), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\x37' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110000) + chr(1229 - 1175), 0o10), ehT0Px3KOsy9(chr(48) + chr(10447 - 10336) + chr(51) + chr(0b110111) + chr(48), 25123 - 25115), ehT0Px3KOsy9('\060' + chr(11836 - 11725) + '\062' + chr(0b10011 + 0o44) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\x31' + chr(55) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1001010 + 0o45) + '\x33' + chr(0b110110) + chr(1013 - 959), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(48) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + '\061' + chr(3021 - 2966) + chr(1095 - 1043), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10111 + 0o33) + chr(0b110101) + '\x33', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x37' + chr(1813 - 1763), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(2862 - 2751) + chr(1741 - 1692) + chr(49) + chr(0b10110 + 0o32), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5112 - 5001) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(52) + '\064', 39911 - 39903), ehT0Px3KOsy9(chr(1186 - 1138) + chr(12246 - 12135) + chr(0b110110) + chr(0b10 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(334 - 286) + chr(0b1101111) + chr(0b1101 + 0o46) + chr(0b10100 + 0o34) + chr(0b11001 + 0o33), 0b1000), ehT0Px3KOsy9(chr(1540 - 1492) + chr(111) + chr(0b10101 + 0o36) + chr(0b11101 + 0o30) + chr(51), 54731 - 54723)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1383 - 1335) + chr(111) + chr(2365 - 2312) + chr(191 - 143), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'l'), chr(6074 - 5974) + chr(4373 - 4272) + chr(99) + chr(0b1101111) + chr(0b1010010 + 0o22) + chr(0b1100101))(chr(0b1010110 + 0o37) + '\x74' + chr(7944 - 7842) + chr(0b101101) + chr(0b11000 + 0o40)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Kope5rMflKvM(jAj7S20Ct06o, X0u1tk_h3yi6): (WqUC3KWvYVup,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b',\xd5s4I'), chr(0b100110 + 0o76) + chr(0b1011110 + 0o7) + '\x63' + chr(0b1101111) + '\x64' + chr(0b101000 + 0o75))(chr(117) + chr(116) + '\146' + '\x2d' + '\x38')),) OeWW0F1dBPRQ = WqUC3KWvYVup.B0ePDhpqxN5n([jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b':\x91'), chr(0b10000 + 0o124) + chr(101) + chr(0b1100011) + chr(4846 - 4735) + chr(0b110101 + 0o57) + chr(101))('\165' + '\164' + chr(4637 - 4535) + chr(0b101101) + '\070')], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b':\x92'), chr(7501 - 7401) + chr(0b1001011 + 0o32) + '\x63' + '\x6f' + chr(100) + chr(101))(chr(0b101011 + 0o112) + chr(6343 - 6227) + chr(7506 - 7404) + chr(0b101101) + chr(56))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b':\x93'), chr(100) + chr(101) + '\x63' + chr(111) + chr(2061 - 1961) + chr(0b110100 + 0o61))(chr(0b1100111 + 0o16) + '\164' + '\x66' + chr(0b101101) + '\070')], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b':\x94'), '\144' + chr(101) + chr(0b1100000 + 0o3) + chr(0b100000 + 0o117) + chr(100) + '\145')(chr(11865 - 11748) + '\164' + chr(2335 - 2233) + chr(0b101101) + chr(0b101101 + 0o13))], jAj7S20Ct06o[xafqLlk3kkUe(SXOLrMavuUCe(b':\x95'), chr(0b1100100) + chr(101) + '\143' + chr(8887 - 8776) + '\x64' + '\145')(chr(0b1010101 + 0o40) + chr(116) + '\146' + '\x2d' + chr(0b111000))]]) Nqo6M0mU2edC = WqUC3KWvYVup.sin(OeWW0F1dBPRQ) AFGBo4BePxZi = WqUC3KWvYVup.arange(ehT0Px3KOsy9('\x30' + '\157' + chr(0b100100 + 0o15), 8), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + '\x36', 60490 - 60482)) / WqUC3KWvYVup.pi * (OeWW0F1dBPRQ * OeWW0F1dBPRQ) kcjAl0oxf1w9 = WqUC3KWvYVup.power(WqUC3KWvYVup.sin(AFGBo4BePxZi), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(4947 - 4836) + chr(0b101010 + 0o10) + chr(1146 - 1094), 0o10)) SqiSOtYOqOJH = WqUC3KWvYVup.dot(Nqo6M0mU2edC, kcjAl0oxf1w9) X0u1tk_h3yi6(timesteps_total=ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(337 - 288), 8), neg_mean_loss=-SqiSOtYOqOJH)
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
parse_general_int
def parse_general_int(s): """Parse integer with power-of-2 suffix eg. 32k.""" mo = re.match(r"(\d+)([KkMGT]?)$", s) if mo: i, suffix = mo.group(1, 2) v = int(i) if suffix: if suffix == "K" or suffix == "k": v *= 1024 elif suffix == "M": v *= (1024 * 1024) elif suffix == "G": v *= (1024 * 1024 * 1024) elif suffix == "T": v *= (1024 * 1024 * 1024 * 1024) else: raise ValueError("invalid integer string %s" % s) return v else: v = int(s) return v
python
def parse_general_int(s): """Parse integer with power-of-2 suffix eg. 32k.""" mo = re.match(r"(\d+)([KkMGT]?)$", s) if mo: i, suffix = mo.group(1, 2) v = int(i) if suffix: if suffix == "K" or suffix == "k": v *= 1024 elif suffix == "M": v *= (1024 * 1024) elif suffix == "G": v *= (1024 * 1024 * 1024) elif suffix == "T": v *= (1024 * 1024 * 1024 * 1024) else: raise ValueError("invalid integer string %s" % s) return v else: v = int(s) return v
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Parse integer with power-of-2 suffix eg. 32k.
[ "Parse", "integer", "with", "power", "-", "of", "-", "2", "suffix", "eg", ".", "32k", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L38-L58
train
Parse integer with power - of - 2 suffix eg. 32k.
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(0b110011) + '\062' + chr(975 - 926), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101010 + 0o5) + chr(0b110011) + chr(0b110011) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1530 - 1481) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(0b110010 + 0o0) + chr(0b1111 + 0o41) + '\x37', 55805 - 55797), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110000) + chr(0b10110 + 0o33), 17940 - 17932), ehT0Px3KOsy9('\060' + chr(7224 - 7113) + chr(0b110010) + chr(1643 - 1595) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + '\x31' + chr(54) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100101 + 0o15) + '\061' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b110110) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7792 - 7681) + chr(0b101001 + 0o10) + '\060' + chr(0b11011 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110111) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x33' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(429 - 381) + chr(0b110010 + 0o75) + chr(0b110101) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2179 - 2130) + '\x31' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011100 + 0o23) + chr(0b101100 + 0o5) + '\x31' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\063' + chr(48) + chr(954 - 902), 0o10), ehT0Px3KOsy9(chr(941 - 893) + '\x6f' + '\x31' + '\x33' + chr(98 - 47), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10110 + 0o35) + chr(0b11100 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(5343 - 5232) + chr(0b110001) + chr(0b101111 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011111 + 0o20) + chr(0b100101 + 0o14) + chr(246 - 191) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8980 - 8869) + chr(50) + '\x34' + chr(2360 - 2308), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10000 + 0o43) + '\061' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b110010) + chr(55) + chr(2172 - 2117), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x37' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11425 - 11314) + chr(50) + '\067' + chr(1460 - 1407), 25587 - 25579), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1001 + 0o52) + '\063' + chr(0b10110 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(1874 - 1823) + chr(0b101001 + 0o12) + chr(0b1010 + 0o52), 0b1000), ehT0Px3KOsy9('\060' + chr(9170 - 9059) + '\x32' + chr(51) + chr(1409 - 1359), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + '\061' + '\065' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(51) + chr(2433 - 2382), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(0b110001) + '\x34' + chr(0b110101), 12041 - 12033), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + chr(0b100101 + 0o16) + chr(973 - 925) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x35' + chr(0b11100 + 0o31), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\067' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(1622 - 1572) + '\061', 8), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x35' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(2739 - 2628) + '\061' + chr(0b10110 + 0o34) + '\067', 0o10), ehT0Px3KOsy9(chr(941 - 893) + chr(111) + chr(51) + chr(0b10101 + 0o37) + chr(1391 - 1339), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x35' + chr(1182 - 1134), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xff'), '\x64' + chr(101) + chr(99) + '\x6f' + chr(5037 - 4937) + '\x65')(chr(4914 - 4797) + '\x74' + chr(0b1100110) + chr(1212 - 1167) + chr(2722 - 2666)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ZMQLr0tnrylU(vGrByMSYMp9h): zBfm3Cf_DTxI = _7u55U49WwX2.match(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x81i\xac\xa8\xaa-\xc7\xd9\x0b\xf8\x8evs`\xe0'), chr(0b1100100) + chr(5046 - 4945) + chr(0b10110 + 0o115) + '\157' + '\144' + chr(0b1100101))(chr(0b1101101 + 0o10) + '\x74' + chr(102) + chr(0b101101) + '\x38'), vGrByMSYMp9h) if zBfm3Cf_DTxI: (WVxHKyX45z_L, YhhkyMvxPIjH) = zBfm3Cf_DTxI.N9UnmYvaW1pO(ehT0Px3KOsy9(chr(1358 - 1310) + '\157' + chr(49), 0b1000), ehT0Px3KOsy9(chr(1568 - 1520) + '\x6f' + '\062', 49436 - 49428)) cMbll0QYhULo = ehT0Px3KOsy9(WVxHKyX45z_L) if YhhkyMvxPIjH: if YhhkyMvxPIjH == xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a'), chr(0b1010101 + 0o17) + chr(0b1001110 + 0o27) + '\143' + chr(3978 - 3867) + '\x64' + chr(101))('\165' + chr(0b1110100) + '\x66' + chr(1202 - 1157) + chr(0b1111 + 0o51)) or YhhkyMvxPIjH == xafqLlk3kkUe(SXOLrMavuUCe(b'\xba'), chr(9736 - 9636) + chr(731 - 630) + chr(791 - 692) + '\x6f' + '\144' + chr(1534 - 1433))('\165' + chr(116) + '\146' + chr(820 - 775) + '\x38'): cMbll0QYhULo *= ehT0Px3KOsy9(chr(1207 - 1159) + '\157' + '\062' + chr(921 - 873) + chr(0b110000) + '\x30', ord("\x08")) elif YhhkyMvxPIjH == xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c'), '\x64' + '\x65' + chr(3540 - 3441) + '\157' + chr(0b1100100) + '\x65')('\x75' + chr(116) + chr(102) + '\x2d' + '\070'): cMbll0QYhULo *= ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(913 - 865) + '\x30' + '\060', 8) * ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(50) + chr(0b101 + 0o53) + chr(48) + chr(48), 8) elif YhhkyMvxPIjH == xafqLlk3kkUe(SXOLrMavuUCe(b'\x96'), chr(114 - 14) + chr(101) + '\143' + chr(11564 - 11453) + '\x64' + '\x65')(chr(5067 - 4950) + chr(116) + '\146' + chr(1704 - 1659) + chr(0b10100 + 0o44)): cMbll0QYhULo *= ehT0Px3KOsy9('\x30' + chr(2895 - 2784) + chr(2400 - 2350) + '\x30' + '\060' + '\060', 8) * ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b110011 + 0o74) + chr(1814 - 1764) + chr(711 - 663) + '\x30' + chr(0b1001 + 0o47), 8) * ehT0Px3KOsy9(chr(0b110000) + chr(3002 - 2891) + chr(0b100111 + 0o13) + chr(0b110000) + chr(0b101001 + 0o7) + chr(1453 - 1405), 8) elif YhhkyMvxPIjH == xafqLlk3kkUe(SXOLrMavuUCe(b'\x85'), chr(3145 - 3045) + chr(2085 - 1984) + '\143' + '\157' + chr(0b1100100) + '\145')(chr(2543 - 2426) + chr(0b1110100) + '\x66' + '\055' + chr(0b111000)): cMbll0QYhULo *= ehT0Px3KOsy9(chr(1858 - 1810) + chr(4526 - 4415) + chr(0b110010) + chr(0b100010 + 0o16) + chr(0b110000) + '\x30', 8) * ehT0Px3KOsy9(chr(681 - 633) + chr(10610 - 10499) + '\062' + chr(0b110000) + '\x30' + chr(0b1010 + 0o46), 8) * ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(48) + chr(2298 - 2250) + '\x30', 8) * ehT0Px3KOsy9(chr(964 - 916) + '\157' + chr(50) + chr(0b110000) + chr(48) + '\x30', 8) else: raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xb3{\xe6\xed\xeb\x12\xac\xdb(\xcb\xbfL);\xe4(h~\x12\xca\xaf\x9f\x9c\xce'), chr(100) + chr(101) + chr(1012 - 913) + chr(2869 - 2758) + '\x64' + chr(0b1000101 + 0o40))('\165' + '\x74' + '\146' + '\055' + chr(0b11010 + 0o36)) % vGrByMSYMp9h) return cMbll0QYhULo else: cMbll0QYhULo = ehT0Px3KOsy9(vGrByMSYMp9h) return cMbll0QYhULo
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
parse_all_reduce_spec
def parse_all_reduce_spec(all_reduce_spec): """Parse all_reduce_spec. Args: all_reduce_spec: a string specifying a combination of all-reduce algorithms to apply for gradient reduction. Returns: a list of AllReduceSpecTuple. Raises: ValueError: all_reduce_spec is not well-formed. An all_reduce_spec has BNF form: int ::= positive whole number g_int ::= int[KkMGT]? alg_spec ::= alg | alg#int range_spec ::= alg_spec | alg_spec/alg_spec spec ::= range_spec | range_spec:g_int:range_spec Not all syntactically correct specifications are supported. Examples of supported all_reduce_spec strings, with semantics explained: "xring" == apply ring all-reduce to all tensors "xring#2" == apply ring all-reduce to all tensors, using two simultaneous transfer rings, each operating on 1/2 of each tensor. "nccl" == apply NCCL all-reduce to all tensors (only works within a single worker process where all devices are GPUs) "nccl/xring" == apply NCCL all-reduce to all tensors within each worker to produce at least one full-reduced (locally) value, then apply ring all-reduce to one such value from each worker, then apply NCCL broadcast to propagate those globally reduced values back to every device within each worker. "pscpu" == Shuffle reduce using worker CPUs as the gather devices: each distributed tensor is reduced by copying all instances to one of the worker CPUs, computing the reduction there, then copying back to each participating device. Tensor reductions are assigned to specific CPUs round-robin. "psgpu#4" == Arrange all GPUs across all workers into groups of 4. Each distributed tensor is shuffle reduced against one such group of 4 GPUs, selected round-robin. That is, each tensor is split across 4 shards for the reduction. "pscpu:2k:pscpu#2:64k:xring" == Apply single-shard pscpu to tensors of size <= 2048 elements, apply 2-shard pscpu to tensors up to size 64k elements, apply xring to larger tensors. "pscpu/pscpu#2" == Use shuffle gather to locally reduce each tensor on the worker's CPU, then use 2-shard shuffle to reduce those locally reduced tensors across workers (on the worker CPUs), then scatter the globally reduced values locally from each worker CPU. """ range_parts = all_reduce_spec.split(":") + ["-1"] if len(range_parts) % 2: raise ValueError( "all_reduce_spec not well formed: %s" % all_reduce_spec) limit = 0 spec = [] alg = None shards = 1 for i, range_part in enumerate(range_parts): if i % 2 == 1: try: limit = parse_general_int(range_part) spec.append( AllReduceSpecTuple(alg=alg, shards=shards, limit=limit)) except ValueError: raise ValueError( "all_reduce_spec (%s) contains non-integer range %s" % (all_reduce_spec, range_part)) else: alg = range_part alg_parts = range_part.split("#") alg = alg_parts[0] if len(alg_parts) > 1: try: shards = int(alg_parts[1]) except ValueError: raise ValueError( "all_reduce_spec (%s) contains non-integer " "shards %s" % all_reduce_spec, alg_parts[1]) else: shards = 1 if alg not in [ "nccl", "nccl/xring", "nccl/rechd", "nccl/pscpu", "xring", "pscpu", "psgpu", "pscpu/pscpu" ]: raise ValueError("all_reduce_spec (%s) contains invalid alg %s" % (all_reduce_spec, alg)) return spec
python
def parse_all_reduce_spec(all_reduce_spec): """Parse all_reduce_spec. Args: all_reduce_spec: a string specifying a combination of all-reduce algorithms to apply for gradient reduction. Returns: a list of AllReduceSpecTuple. Raises: ValueError: all_reduce_spec is not well-formed. An all_reduce_spec has BNF form: int ::= positive whole number g_int ::= int[KkMGT]? alg_spec ::= alg | alg#int range_spec ::= alg_spec | alg_spec/alg_spec spec ::= range_spec | range_spec:g_int:range_spec Not all syntactically correct specifications are supported. Examples of supported all_reduce_spec strings, with semantics explained: "xring" == apply ring all-reduce to all tensors "xring#2" == apply ring all-reduce to all tensors, using two simultaneous transfer rings, each operating on 1/2 of each tensor. "nccl" == apply NCCL all-reduce to all tensors (only works within a single worker process where all devices are GPUs) "nccl/xring" == apply NCCL all-reduce to all tensors within each worker to produce at least one full-reduced (locally) value, then apply ring all-reduce to one such value from each worker, then apply NCCL broadcast to propagate those globally reduced values back to every device within each worker. "pscpu" == Shuffle reduce using worker CPUs as the gather devices: each distributed tensor is reduced by copying all instances to one of the worker CPUs, computing the reduction there, then copying back to each participating device. Tensor reductions are assigned to specific CPUs round-robin. "psgpu#4" == Arrange all GPUs across all workers into groups of 4. Each distributed tensor is shuffle reduced against one such group of 4 GPUs, selected round-robin. That is, each tensor is split across 4 shards for the reduction. "pscpu:2k:pscpu#2:64k:xring" == Apply single-shard pscpu to tensors of size <= 2048 elements, apply 2-shard pscpu to tensors up to size 64k elements, apply xring to larger tensors. "pscpu/pscpu#2" == Use shuffle gather to locally reduce each tensor on the worker's CPU, then use 2-shard shuffle to reduce those locally reduced tensors across workers (on the worker CPUs), then scatter the globally reduced values locally from each worker CPU. """ range_parts = all_reduce_spec.split(":") + ["-1"] if len(range_parts) % 2: raise ValueError( "all_reduce_spec not well formed: %s" % all_reduce_spec) limit = 0 spec = [] alg = None shards = 1 for i, range_part in enumerate(range_parts): if i % 2 == 1: try: limit = parse_general_int(range_part) spec.append( AllReduceSpecTuple(alg=alg, shards=shards, limit=limit)) except ValueError: raise ValueError( "all_reduce_spec (%s) contains non-integer range %s" % (all_reduce_spec, range_part)) else: alg = range_part alg_parts = range_part.split("#") alg = alg_parts[0] if len(alg_parts) > 1: try: shards = int(alg_parts[1]) except ValueError: raise ValueError( "all_reduce_spec (%s) contains non-integer " "shards %s" % all_reduce_spec, alg_parts[1]) else: shards = 1 if alg not in [ "nccl", "nccl/xring", "nccl/rechd", "nccl/pscpu", "xring", "pscpu", "psgpu", "pscpu/pscpu" ]: raise ValueError("all_reduce_spec (%s) contains invalid alg %s" % (all_reduce_spec, alg)) return spec
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Parse all_reduce_spec. Args: all_reduce_spec: a string specifying a combination of all-reduce algorithms to apply for gradient reduction. Returns: a list of AllReduceSpecTuple. Raises: ValueError: all_reduce_spec is not well-formed. An all_reduce_spec has BNF form: int ::= positive whole number g_int ::= int[KkMGT]? alg_spec ::= alg | alg#int range_spec ::= alg_spec | alg_spec/alg_spec spec ::= range_spec | range_spec:g_int:range_spec Not all syntactically correct specifications are supported. Examples of supported all_reduce_spec strings, with semantics explained: "xring" == apply ring all-reduce to all tensors "xring#2" == apply ring all-reduce to all tensors, using two simultaneous transfer rings, each operating on 1/2 of each tensor. "nccl" == apply NCCL all-reduce to all tensors (only works within a single worker process where all devices are GPUs) "nccl/xring" == apply NCCL all-reduce to all tensors within each worker to produce at least one full-reduced (locally) value, then apply ring all-reduce to one such value from each worker, then apply NCCL broadcast to propagate those globally reduced values back to every device within each worker. "pscpu" == Shuffle reduce using worker CPUs as the gather devices: each distributed tensor is reduced by copying all instances to one of the worker CPUs, computing the reduction there, then copying back to each participating device. Tensor reductions are assigned to specific CPUs round-robin. "psgpu#4" == Arrange all GPUs across all workers into groups of 4. Each distributed tensor is shuffle reduced against one such group of 4 GPUs, selected round-robin. That is, each tensor is split across 4 shards for the reduction. "pscpu:2k:pscpu#2:64k:xring" == Apply single-shard pscpu to tensors of size <= 2048 elements, apply 2-shard pscpu to tensors up to size 64k elements, apply xring to larger tensors. "pscpu/pscpu#2" == Use shuffle gather to locally reduce each tensor on the worker's CPU, then use 2-shard shuffle to reduce those locally reduced tensors across workers (on the worker CPUs), then scatter the globally reduced values locally from each worker CPU.
[ "Parse", "all_reduce_spec", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L61-L148
train
Parse all_reduce_spec and return a list of AllReduceSpecTuple s.
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1091) + '\x6f' + '\x36' + chr(2402 - 2349), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(50) + chr(2793 - 2739) + chr(0b11101 + 0o25), 0b1000), ehT0Px3KOsy9(chr(1938 - 1890) + chr(111) + '\x32' + chr(49) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110000) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(720 - 669) + '\x36' + chr(0b1011 + 0o47), 9911 - 9903), ehT0Px3KOsy9('\x30' + chr(1021 - 910) + chr(50) + chr(49) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(10075 - 9964) + '\063' + '\x31' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(2174 - 2126) + chr(6217 - 6106) + chr(2406 - 2356) + chr(49) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(0b101010 + 0o11) + chr(0b110001 + 0o5) + chr(1597 - 1549), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b10111 + 0o32) + chr(52), 8), ehT0Px3KOsy9('\060' + chr(4310 - 4199) + chr(1195 - 1146) + chr(0b110000) + chr(50), 34714 - 34706), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\067' + chr(0b101011 + 0o6), 19794 - 19786), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(1063 - 952) + chr(0b110001) + chr(0b101011 + 0o5) + '\066', 40519 - 40511), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1346 - 1295) + '\067' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(0b110001) + '\065' + chr(1156 - 1106), 10476 - 10468), ehT0Px3KOsy9(chr(272 - 224) + chr(111) + chr(0b110001) + chr(51) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1800 - 1749) + '\x35' + chr(0b1 + 0o63), 0o10), ehT0Px3KOsy9('\060' + chr(697 - 586) + chr(52) + '\x34', 37678 - 37670), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b101000 + 0o16) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10256 - 10145) + chr(53) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(929 - 879) + chr(0b110100) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1481 - 1433) + '\157' + '\x32' + chr(1149 - 1094) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(110 - 62) + '\157' + chr(974 - 925) + chr(0b11010 + 0o31) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(53) + chr(636 - 582), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(51) + chr(52) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b101011 + 0o12) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x30' + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110110) + '\060', 0o10), ehT0Px3KOsy9(chr(1048 - 1000) + chr(0b10000 + 0o137) + chr(50) + chr(51) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(50) + chr(51) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100110 + 0o13) + chr(1875 - 1820), 30195 - 30187), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\061' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x35' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(49) + '\066' + chr(0b10011 + 0o37), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(0b110001) + '\067' + chr(1987 - 1937), 0o10), ehT0Px3KOsy9(chr(1685 - 1637) + chr(111) + chr(49) + '\063' + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(55) + chr(522 - 472), 46002 - 45994), ehT0Px3KOsy9('\060' + chr(5959 - 5848) + chr(0b1101 + 0o44) + '\x30' + chr(215 - 160), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + '\x35' + chr(0b110000), 17643 - 17635)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b'), '\144' + '\145' + '\x63' + chr(111) + chr(100) + chr(101))(chr(117) + '\x74' + chr(102) + chr(0b101101) + chr(453 - 397)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def m_39noeJEYO_(jQ6tuqOox0TN): hmUM7mSZ7ZHH = jQ6tuqOox0TN.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f'), chr(8060 - 7960) + chr(0b1100001 + 0o4) + '\143' + chr(111) + '\x64' + '\145')('\x75' + chr(0b1100010 + 0o22) + '\146' + chr(0b1 + 0o54) + chr(1971 - 1915))) + [xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\x83'), chr(0b1100000 + 0o4) + chr(0b10100 + 0o121) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(7355 - 7239) + chr(0b1100110) + '\055' + chr(0b101 + 0o63))] if c2A0yzQpDQB3(hmUM7mSZ7ZHH) % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1667 - 1617), ord("\x08")): raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'T\xde\xe7\xdb\x80\xe9\xae\xff\x93\xe9\x1d\n6\x9cEJ0\x83PS^\xc7\xd43\xce\x81\x86\xf7\x1d\xf8\xf8+/\xee\x1f'), chr(0b1100100) + chr(0b110100 + 0o61) + chr(99) + chr(0b1101111) + '\144' + chr(101))('\x75' + '\x74' + '\x66' + chr(289 - 244) + chr(56)) % jQ6tuqOox0TN) j8BaqiKmcR6w = ehT0Px3KOsy9(chr(48) + '\157' + '\060', 0b1000) IH4wfF5htxM9 = [] L9QGjJ75NQQq = None Yk4EJarBd6ai = ehT0Px3KOsy9(chr(48) + chr(111) + chr(49), 28520 - 28512) for (WVxHKyX45z_L, arQ7HkvzolAM) in YlkZvXL8qwsX(hmUM7mSZ7ZHH): if WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(911 - 861), 8) == ehT0Px3KOsy9(chr(320 - 272) + chr(0b1101 + 0o142) + '\061', 8): try: j8BaqiKmcR6w = ZMQLr0tnrylU(arQ7HkvzolAM) xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'T\xc2\xfb\xe1\x9c\xe8'), chr(0b1100100) + chr(0b1100101) + chr(8105 - 8006) + '\157' + chr(0b1100100) + chr(101))(chr(0b110101 + 0o100) + chr(116) + '\x66' + chr(0b101 + 0o50) + chr(0b100000 + 0o30)))(e5OBx3qhcEtL(alg=L9QGjJ75NQQq, shards=Yk4EJarBd6ai, limit=j8BaqiKmcR6w)) except q1QCh3W88sgk: raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'T\xde\xe7\xdb\x80\xe9\xae\xff\x93\xe9\x1d\n6\x9cEJv\xc9WZ\t\xc1\xd71\x9a\x86\x80\xeb\x03\xbd\xf2~a\xe6\x05\x1c\x0e:]"G\x92\xf9\xe5\x9c\xeb\xaf\xaa\xd5\xff'), '\x64' + chr(4918 - 4817) + '\x63' + '\157' + chr(100) + chr(101))(chr(3866 - 3749) + chr(4997 - 4881) + chr(672 - 570) + chr(0b101101) + chr(0b100 + 0o64)) % (jQ6tuqOox0TN, arQ7HkvzolAM)) else: L9QGjJ75NQQq = arQ7HkvzolAM aeEidODSsIiy = arQ7HkvzolAM.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), '\144' + chr(9820 - 9719) + '\143' + chr(11633 - 11522) + '\x64' + chr(0b1100101))(chr(0b11 + 0o162) + chr(12822 - 12706) + chr(0b1100110) + chr(45) + '\070')) L9QGjJ75NQQq = aeEidODSsIiy[ehT0Px3KOsy9(chr(1393 - 1345) + chr(0b1101111) + chr(0b100110 + 0o12), 8)] if c2A0yzQpDQB3(aeEidODSsIiy) > ehT0Px3KOsy9(chr(422 - 374) + '\x6f' + '\061', 8): try: Yk4EJarBd6ai = ehT0Px3KOsy9(aeEidODSsIiy[ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), 8)]) except q1QCh3W88sgk: raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'T\xde\xe7\xdb\x80\xe9\xae\xff\x93\xe9\x1d\n6\x9cEJv\xc9WZ\t\xc1\xd71\x9a\x86\x80\xeb\x03\xbd\xf2~a\xe6\x05\x1c\x0e:]"G\x92\xf8\xec\x93\xfe\xae\xf9\xd0\xa91'), chr(100) + chr(101) + chr(0b1011 + 0o130) + chr(111) + chr(0b1100100) + '\x65')(chr(117) + chr(0b110101 + 0o77) + chr(5456 - 5354) + chr(45) + '\x38') % jQ6tuqOox0TN, aeEidODSsIiy[ehT0Px3KOsy9(chr(1890 - 1842) + '\157' + '\x31', 8)]) else: Yk4EJarBd6ai = ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 8) if L9QGjJ75NQQq not in [xafqLlk3kkUe(SXOLrMavuUCe(b'[\xd1\xe8\xe8'), '\x64' + chr(0b1100101) + '\x63' + chr(0b101111 + 0o100) + chr(0b1100100) + chr(1676 - 1575))('\x75' + chr(0b1000011 + 0o61) + chr(4644 - 4542) + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'[\xd1\xe8\xe8\xdd\xf4\xb8\xe3\x9e\xeb'), chr(0b1101 + 0o127) + chr(0b1100101) + chr(0b1100011) + chr(0b1010000 + 0o37) + chr(100) + chr(101))('\165' + chr(116) + chr(7108 - 7006) + '\055' + chr(0b100101 + 0o23)), xafqLlk3kkUe(SXOLrMavuUCe(b'[\xd1\xe8\xe8\xdd\xfe\xaf\xe9\x98\xe8'), '\144' + chr(0b111111 + 0o46) + chr(99) + '\x6f' + '\144' + chr(9293 - 9192))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'[\xd1\xe8\xe8\xdd\xfc\xb9\xe9\x80\xf9'), chr(100) + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b101000 + 0o114) + '\x66' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'M\xc0\xe2\xea\x95'), chr(8546 - 8446) + chr(0b110111 + 0o56) + chr(99) + chr(7635 - 7524) + chr(0b1100100) + chr(7755 - 7654))(chr(0b1110101) + chr(12701 - 12585) + chr(0b1100110) + '\055' + chr(1530 - 1474)), xafqLlk3kkUe(SXOLrMavuUCe(b'E\xc1\xe8\xf4\x87'), '\x64' + '\145' + '\143' + '\x6f' + '\144' + chr(0b110 + 0o137))(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(0b100110 + 0o22)), xafqLlk3kkUe(SXOLrMavuUCe(b'E\xc1\xec\xf4\x87'), chr(9853 - 9753) + chr(671 - 570) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1010100 + 0o41) + chr(0b1000 + 0o154) + '\x66' + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'E\xc1\xe8\xf4\x87\xa3\xba\xf9\x93\xfc7'), '\144' + chr(101) + '\x63' + chr(0b1101111) + chr(100) + chr(7696 - 7595))(chr(117) + '\164' + chr(102) + '\x2d' + chr(56))]: raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'T\xde\xe7\xdb\x80\xe9\xae\xff\x93\xe9\x1d\n6\x9cEJv\xc9WZ\t\xc1\xd71\x9a\x86\x80\xeb\x03\xbd\xf5\x7fy\xaa\x00\x1b\x1e\x7f[+R\x92\xae\xf7'), chr(100) + '\145' + chr(0b1100011) + chr(111) + chr(3847 - 3747) + '\x65')('\x75' + chr(0b1110100) + '\146' + chr(730 - 685) + chr(283 - 227)) % (jQ6tuqOox0TN, L9QGjJ75NQQq)) return IH4wfF5htxM9
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
build_all_reduce_device_prefixes
def build_all_reduce_device_prefixes(job_name, num_tasks): """Build list of device prefix names for all_reduce. Args: job_name: "worker", "ps" or "localhost". num_tasks: number of jobs across which device names should be generated. Returns: A list of device name prefix strings. Each element spells out the full host name without adding the device. e.g. "/job:worker/task:0" """ if job_name != "localhost": return ["/job:%s/task:%d" % (job_name, d) for d in range(0, num_tasks)] else: assert num_tasks == 1 return ["/job:%s" % job_name]
python
def build_all_reduce_device_prefixes(job_name, num_tasks): """Build list of device prefix names for all_reduce. Args: job_name: "worker", "ps" or "localhost". num_tasks: number of jobs across which device names should be generated. Returns: A list of device name prefix strings. Each element spells out the full host name without adding the device. e.g. "/job:worker/task:0" """ if job_name != "localhost": return ["/job:%s/task:%d" % (job_name, d) for d in range(0, num_tasks)] else: assert num_tasks == 1 return ["/job:%s" % job_name]
[ "def", "build_all_reduce_device_prefixes", "(", "job_name", ",", "num_tasks", ")", ":", "if", "job_name", "!=", "\"localhost\"", ":", "return", "[", "\"/job:%s/task:%d\"", "%", "(", "job_name", ",", "d", ")", "for", "d", "in", "range", "(", "0", ",", "num_tasks", ")", "]", "else", ":", "assert", "num_tasks", "==", "1", "return", "[", "\"/job:%s\"", "%", "job_name", "]" ]
Build list of device prefix names for all_reduce. Args: job_name: "worker", "ps" or "localhost". num_tasks: number of jobs across which device names should be generated. Returns: A list of device name prefix strings. Each element spells out the full host name without adding the device. e.g. "/job:worker/task:0"
[ "Build", "list", "of", "device", "prefix", "names", "for", "all_reduce", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L151-L167
train
Build a list of device name prefixes for all_reduce.
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(0b100 + 0o57) + chr(0b110001) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b110011) + chr(0b110110) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + '\067' + chr(52), 46243 - 46235), ehT0Px3KOsy9('\060' + chr(6335 - 6224) + chr(51) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(615 - 566) + '\x30' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001000 + 0o47) + chr(0b110 + 0o54) + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + chr(1566 - 1516) + '\x33' + chr(48), 8), ehT0Px3KOsy9(chr(80 - 32) + '\x6f' + '\061' + chr(48) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(50) + chr(52) + chr(0b1111 + 0o44), 224 - 216), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b110001) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(246 - 198) + chr(0b1011011 + 0o24) + '\x31' + '\x31' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1211 - 1163) + chr(9688 - 9577) + chr(0b110011) + '\060' + chr(0b110001 + 0o2), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\060', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\x32' + '\062' + '\067', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(0b110001 + 0o0) + '\x35' + '\x33', 46679 - 46671), ehT0Px3KOsy9(chr(205 - 157) + chr(0b1101111) + chr(0b110010) + '\064' + '\x37', 21748 - 21740), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\x32' + chr(0b110010), 24713 - 24705), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(50) + chr(703 - 652) + chr(1559 - 1510), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1891 - 1780) + '\x31' + chr(1730 - 1676) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(0b110001) + chr(50) + '\060', 29910 - 29902), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o46) + '\067' + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b11000 + 0o35) + chr(0b10 + 0o61), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + chr(519 - 471), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5750 - 5639) + '\063' + chr(2903 - 2849) + chr(0b101001 + 0o11), 13102 - 13094), ehT0Px3KOsy9(chr(0b110000) + chr(2217 - 2106) + chr(2376 - 2327) + '\x32' + chr(1981 - 1926), ord("\x08")), ehT0Px3KOsy9(chr(340 - 292) + chr(111) + chr(0b110001) + '\x33' + chr(0b110010 + 0o0), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(303 - 253) + chr(0b110101) + chr(0b1010 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(50) + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(2271 - 2223) + '\x6f' + chr(0b110111) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b0 + 0o65) + chr(0b110110), 36122 - 36114), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110111) + '\x35', 0o10), ehT0Px3KOsy9(chr(1221 - 1173) + chr(0b1000110 + 0o51) + chr(2029 - 1977) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\x33' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(50) + '\067' + chr(0b110010), 1813 - 1805), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(982 - 933) + chr(0b110000) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(11000 - 10889) + chr(0b110011) + chr(1327 - 1276), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(0b10110 + 0o33) + chr(0b10001 + 0o40) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\061' + chr(2332 - 2281), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(431 - 378) + chr(0b11 + 0o55), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + '\145')(chr(10475 - 10358) + '\x74' + chr(102) + '\x2d' + chr(3000 - 2944)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def znTY8gqUTdjJ(bwrSnL6FukBd, ila3x8MqYaEu): if bwrSnL6FukBd != xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\x99_}oV+\xeb\xec'), chr(0b1100100) + chr(0b11101 + 0o110) + chr(8241 - 8142) + chr(0b1101111) + chr(100) + '\145')('\x75' + '\x74' + chr(102) + '\x2d' + '\070'): return [xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\x9cS~9\x1b7\xb7\xec#\xd0ep\xe6l'), '\144' + chr(6142 - 6041) + '\x63' + chr(111) + '\144' + chr(0b1001010 + 0o33))('\x75' + '\x74' + chr(6537 - 6435) + '\x2d' + chr(510 - 454)) % (bwrSnL6FukBd, pd3lxn9vqWxp) for pd3lxn9vqWxp in vQr8gNKaIaWE(ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\060', 0b1000), ila3x8MqYaEu)] else: assert ila3x8MqYaEu == ehT0Px3KOsy9('\060' + chr(5378 - 5267) + chr(0b1011 + 0o46), 37572 - 37564) return [xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\x9cS~9\x1b7'), chr(0b1001001 + 0o33) + chr(0b111011 + 0o52) + chr(0b1100011) + chr(111) + chr(7590 - 7490) + '\x65')('\165' + chr(5612 - 5496) + chr(0b1100110) + '\x2d' + chr(1872 - 1816)) % bwrSnL6FukBd]
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
group_device_names
def group_device_names(devices, group_size): """Group device names into groups of group_size. Args: devices: list of strings naming devices. group_size: int >= 1 Returns: list of lists of devices, where each inner list is group_size long, and each device appears at least once in an inner list. If len(devices) % group_size = 0 then each device will appear exactly once. Raises: ValueError: group_size > len(devices) """ num_devices = len(devices) if group_size > num_devices: raise ValueError( "only %d devices, but group_size=%d" % (num_devices, group_size)) num_groups = ( num_devices // group_size + (1 if (num_devices % group_size != 0) else 0)) groups = [[] for i in range(num_groups)] for i in range(0, num_groups * group_size): groups[i % num_groups].append(devices[i % num_devices]) return groups
python
def group_device_names(devices, group_size): """Group device names into groups of group_size. Args: devices: list of strings naming devices. group_size: int >= 1 Returns: list of lists of devices, where each inner list is group_size long, and each device appears at least once in an inner list. If len(devices) % group_size = 0 then each device will appear exactly once. Raises: ValueError: group_size > len(devices) """ num_devices = len(devices) if group_size > num_devices: raise ValueError( "only %d devices, but group_size=%d" % (num_devices, group_size)) num_groups = ( num_devices // group_size + (1 if (num_devices % group_size != 0) else 0)) groups = [[] for i in range(num_groups)] for i in range(0, num_groups * group_size): groups[i % num_groups].append(devices[i % num_devices]) return groups
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Group device names into groups of group_size. Args: devices: list of strings naming devices. group_size: int >= 1 Returns: list of lists of devices, where each inner list is group_size long, and each device appears at least once in an inner list. If len(devices) % group_size = 0 then each device will appear exactly once. Raises: ValueError: group_size > len(devices)
[ "Group", "device", "names", "into", "groups", "of", "group_size", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L170-L196
train
Group the names of a list of strings naming devices into groups of group_size.
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(51) + chr(0b1010 + 0o47) + chr(0b110001), 63110 - 63102), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(0b100100 + 0o15) + chr(0b11110 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b10100 + 0o133) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x30' + chr(55), 0b1000), ehT0Px3KOsy9(chr(75 - 27) + chr(11255 - 11144) + '\x32' + chr(52) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b101000 + 0o14) + chr(0b10110 + 0o37), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2218 - 2167) + chr(48) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1722 - 1674) + '\x6f' + '\x35' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(2239 - 2188) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\067', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(50) + chr(0b110010) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1070 - 1022) + '\x6f' + chr(1666 - 1615) + chr(54) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(54) + chr(54), 17214 - 17206), ehT0Px3KOsy9(chr(1611 - 1563) + '\x6f' + chr(0b110011) + chr(0b110 + 0o57) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b101100 + 0o12) + '\x32', 43905 - 43897), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(49) + chr(622 - 569) + chr(1376 - 1328), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x36' + chr(0b110001), 3931 - 3923), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2527 - 2474) + '\066', 0o10), ehT0Px3KOsy9(chr(244 - 196) + chr(0b1101111) + chr(0b100000 + 0o25) + chr(0b110110), 8), ehT0Px3KOsy9(chr(1728 - 1680) + chr(0b1101111) + '\063' + chr(0b11011 + 0o32) + '\060', 0b1000), ehT0Px3KOsy9(chr(870 - 822) + '\157' + chr(50) + '\063' + chr(0b1110 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110111) + chr(1649 - 1599), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110000) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1010 + 0o145) + '\x32' + chr(51) + chr(1669 - 1614), 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(274 - 225) + chr(55) + chr(1331 - 1279), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b11001 + 0o32) + chr(0b110100), 46832 - 46824), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + chr(49) + chr(1500 - 1452) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(378 - 328) + chr(54) + chr(0b10010 + 0o44), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\063' + '\x30', 2651 - 2643), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\061' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(1811 - 1763), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(50) + chr(675 - 620), 0o10), ehT0Px3KOsy9(chr(634 - 586) + '\x6f' + '\x31' + '\x36' + chr(244 - 194), 20219 - 20211), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110010) + chr(0b10111 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(0b11100 + 0o27) + '\063' + chr(0b110111), 65125 - 65117), ehT0Px3KOsy9(chr(86 - 38) + chr(0b1010010 + 0o35) + '\061' + chr(2564 - 2509) + chr(0b1000 + 0o50), 49473 - 49465), ehT0Px3KOsy9(chr(1241 - 1193) + chr(8428 - 8317) + '\063' + '\061' + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(235 - 186) + '\x30', 5871 - 5863), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\062' + chr(0b110000) + chr(0b10001 + 0o46), 50522 - 50514), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(0b110011) + chr(565 - 513) + chr(1975 - 1920), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(7998 - 7887) + chr(1330 - 1277) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), '\144' + chr(101) + chr(2440 - 2341) + '\157' + '\144' + chr(0b110001 + 0o64))(chr(0b1110101) + '\164' + chr(3912 - 3810) + chr(45) + chr(0b11010 + 0o36)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def xnFPVM8wlesA(RQnkAwZWBQUF, Ci8Sw7NtXV49): eK0vLxsq0cly = c2A0yzQpDQB3(RQnkAwZWBQUF) if Ci8Sw7NtXV49 > eK0vLxsq0cly: raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6go\xbe\x86\x80\xa0\x0c{j\xe4\x9c\xd5\x8a\x81D\x11L[\x9c\xbf]\xb0\xf0\t\xac\x1b\xc5\xf1\xf1M\xeaW2'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1111 + 0o125) + '\145')('\165' + '\x74' + chr(5756 - 5654) + chr(226 - 181) + chr(56)) % (eK0vLxsq0cly, Ci8Sw7NtXV49)) a39It4XsxVZ1 = eK0vLxsq0cly // Ci8Sw7NtXV49 + (ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(10127 - 10016) + chr(0b110001), 0o10) if eK0vLxsq0cly % Ci8Sw7NtXV49 != ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(1429 - 1381), 12113 - 12105) else ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1010100 + 0o33) + chr(0b110000), 8)) _kYt8hUq51WB = [[] for WVxHKyX45z_L in vQr8gNKaIaWE(a39It4XsxVZ1)] for WVxHKyX45z_L in vQr8gNKaIaWE(ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(1002 - 891) + '\x30', 8), a39It4XsxVZ1 * Ci8Sw7NtXV49): xafqLlk3kkUe(_kYt8hUq51WB[WVxHKyX45z_L % a39It4XsxVZ1], xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ys\xa2\xc8\xc1'), '\144' + chr(0b1100101) + chr(0b1010011 + 0o20) + '\x6f' + '\144' + chr(0b1100101))('\x75' + '\164' + chr(0b1010011 + 0o23) + chr(1449 - 1404) + chr(1776 - 1720)))(RQnkAwZWBQUF[WVxHKyX45z_L % eK0vLxsq0cly]) return _kYt8hUq51WB
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
split_grads_by_size
def split_grads_by_size(threshold_size, device_grads): """Break gradients into two sets according to tensor size. Args: threshold_size: int size cutoff for small vs large tensor. device_grads: List of lists of (gradient, variable) tuples. The outer list is over devices. The inner list is over individual gradients. Returns: small_grads: Subset of device_grads where shape is <= theshold_size elements. large_grads: Subset of device_grads where shape is > threshold_size elements. """ small_grads = [] large_grads = [] for dl in device_grads: small_dl = [] large_dl = [] for (g, v) in dl: tensor_size = g.get_shape().num_elements() if tensor_size <= threshold_size: small_dl.append([g, v]) else: large_dl.append([g, v]) if small_dl: small_grads.append(small_dl) if large_dl: large_grads.append(large_dl) return small_grads, large_grads
python
def split_grads_by_size(threshold_size, device_grads): """Break gradients into two sets according to tensor size. Args: threshold_size: int size cutoff for small vs large tensor. device_grads: List of lists of (gradient, variable) tuples. The outer list is over devices. The inner list is over individual gradients. Returns: small_grads: Subset of device_grads where shape is <= theshold_size elements. large_grads: Subset of device_grads where shape is > threshold_size elements. """ small_grads = [] large_grads = [] for dl in device_grads: small_dl = [] large_dl = [] for (g, v) in dl: tensor_size = g.get_shape().num_elements() if tensor_size <= threshold_size: small_dl.append([g, v]) else: large_dl.append([g, v]) if small_dl: small_grads.append(small_dl) if large_dl: large_grads.append(large_dl) return small_grads, large_grads
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Break gradients into two sets according to tensor size. Args: threshold_size: int size cutoff for small vs large tensor. device_grads: List of lists of (gradient, variable) tuples. The outer list is over devices. The inner list is over individual gradients. Returns: small_grads: Subset of device_grads where shape is <= theshold_size elements. large_grads: Subset of device_grads where shape is > threshold_size elements.
[ "Break", "gradients", "into", "two", "sets", "according", "to", "tensor", "size", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L199-L228
train
Break gradients into two sets according to tensor size.
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' + chr(0b110101) + chr(727 - 674), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(141 - 92) + '\062' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\x32' + chr(0b10010 + 0o40), 33558 - 33550), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101001 + 0o11) + chr(0b110001) + chr(0b100001 + 0o24), 0o10), ehT0Px3KOsy9('\x30' + chr(11649 - 11538) + chr(0b101111 + 0o3) + '\x31' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(1289 - 1178) + chr(0b110011) + chr(0b110111) + chr(1102 - 1052), 0o10), ehT0Px3KOsy9(chr(628 - 580) + '\x6f' + chr(0b110011) + chr(0b110001) + chr(0b101011 + 0o14), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b100111 + 0o16) + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o20) + '\x30' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\067' + '\x33', 0b1000), ehT0Px3KOsy9(chr(527 - 479) + chr(111) + chr(1672 - 1621) + '\067' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b101101 + 0o4) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o21) + '\x31' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100) + chr(2306 - 2251), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + chr(50) + chr(53) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b10100 + 0o35) + '\x36', 41316 - 41308), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101111 + 0o7) + chr(2508 - 2453), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(12010 - 11899) + chr(0b110010) + chr(1264 - 1213) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(1796 - 1745) + chr(2406 - 2352), 0b1000), ehT0Px3KOsy9(chr(470 - 422) + '\157' + chr(49) + '\x37' + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(306 - 195) + chr(0b100111 + 0o14) + chr(0b100110 + 0o14) + '\060', 42276 - 42268), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(1259 - 1210) + chr(55) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(10275 - 10164) + chr(49) + chr(1964 - 1914) + '\063', 24891 - 24883), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(50) + chr(50) + chr(956 - 903), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(48) + chr(0b1110 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10011 + 0o37) + chr(1791 - 1740) + chr(0b100 + 0o60), 0o10), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + chr(365 - 314) + chr(0b1100 + 0o45) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + '\062' + '\062' + chr(2263 - 2211), 4815 - 4807), ehT0Px3KOsy9(chr(183 - 135) + chr(0b1010111 + 0o30) + '\063' + chr(0b110001) + chr(0b11110 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(898 - 850) + chr(0b101010 + 0o105) + chr(2182 - 2132) + '\x31' + chr(0b10011 + 0o37), 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\061' + chr(52), 8), ehT0Px3KOsy9(chr(1433 - 1385) + '\x6f' + chr(0b101011 + 0o10) + chr(49) + chr(52), 42180 - 42172), ehT0Px3KOsy9(chr(983 - 935) + chr(0b1101111) + '\x33' + chr(54) + chr(1151 - 1096), 58201 - 58193), ehT0Px3KOsy9(chr(2006 - 1958) + chr(4523 - 4412) + chr(1745 - 1694) + '\065' + '\063', 492 - 484), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\x31' + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(0b101100 + 0o103) + chr(955 - 906) + chr(0b1 + 0o60) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b100111 + 0o110) + '\062' + chr(0b101110 + 0o6) + '\065', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(1851 - 1801), 0b1000), ehT0Px3KOsy9(chr(1920 - 1872) + chr(111) + chr(55) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\x36' + '\x31', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b10011 + 0o42) + chr(48), 53852 - 53844)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x03'), '\144' + '\x65' + chr(0b111110 + 0o45) + chr(7770 - 7659) + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def u0vmngbHxqHV(SUClw2BO21NE, ibfkh4GOnqL1): DzJX3ERcgq43 = [] FvKkWteKmAgq = [] for TBU4GDgIgbK6 in ibfkh4GOnqL1: tmzTZRcgG0YX = [] _M6Ky23slom2 = [] for (RWHpzFEeviFP, cMbll0QYhULo) in TBU4GDgIgbK6: KlsHzZ_JoiNG = RWHpzFEeviFP.get_shape().num_elements() if KlsHzZ_JoiNG <= SUClw2BO21NE: xafqLlk3kkUe(tmzTZRcgG0YX, xafqLlk3kkUe(SXOLrMavuUCe(b'L \xa2\xe8\xe4\x9e'), '\x64' + '\145' + chr(0b1100011) + chr(8971 - 8860) + '\144' + chr(0b1011000 + 0o15))('\165' + chr(2794 - 2678) + chr(0b1100110) + '\055' + '\x38'))([RWHpzFEeviFP, cMbll0QYhULo]) else: xafqLlk3kkUe(_M6Ky23slom2, xafqLlk3kkUe(SXOLrMavuUCe(b'L \xa2\xe8\xe4\x9e'), '\x64' + chr(0b1100101) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + chr(0b1010101 + 0o21) + chr(0b1101 + 0o40) + chr(0b111000)))([RWHpzFEeviFP, cMbll0QYhULo]) if tmzTZRcgG0YX: xafqLlk3kkUe(DzJX3ERcgq43, xafqLlk3kkUe(SXOLrMavuUCe(b'L \xa2\xe8\xe4\x9e'), chr(0b1100100) + chr(4731 - 4630) + chr(0b110 + 0o135) + chr(9887 - 9776) + chr(100) + '\x65')('\x75' + chr(0b1000010 + 0o62) + chr(0b101000 + 0o76) + chr(1442 - 1397) + '\070'))(tmzTZRcgG0YX) if _M6Ky23slom2: xafqLlk3kkUe(FvKkWteKmAgq, xafqLlk3kkUe(SXOLrMavuUCe(b'L \xa2\xe8\xe4\x9e'), '\144' + chr(101) + chr(3049 - 2950) + '\157' + '\144' + '\x65')('\165' + chr(13008 - 12892) + '\146' + chr(0b1001 + 0o44) + '\070'))(_M6Ky23slom2) return (DzJX3ERcgq43, FvKkWteKmAgq)
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
aggregate_single_gradient
def aggregate_single_gradient(grad_and_vars, use_mean, check_inf_nan): """Calculate the average gradient for a shared variable across all towers. Note that this function provides a synchronization point across all towers. Args: grad_and_vars: A list or tuple of (gradient, variable) tuples. Each (gradient, variable) pair within the outer list represents the gradient of the variable calculated for a single tower, and the number of pairs equals the number of towers. use_mean: if True, mean is taken, else sum of gradients is taken. check_inf_nan: check grads for nans and infs. Returns: The tuple ([(average_gradient, variable),], has_nan_or_inf) where the gradient has been averaged across all towers. The variable is chosen from the first tower. The has_nan_or_inf indicates the grads has nan or inf. """ grads = [g for g, _ in grad_and_vars] grad = tf.add_n(grads) if use_mean and len(grads) > 1: grad = tf.multiply(grad, 1.0 / len(grads)) v = grad_and_vars[0][1] if check_inf_nan: has_nan_or_inf = tf.logical_not(tf.reduce_all(tf.is_finite(grads))) return (grad, v), has_nan_or_inf else: return (grad, v), None
python
def aggregate_single_gradient(grad_and_vars, use_mean, check_inf_nan): """Calculate the average gradient for a shared variable across all towers. Note that this function provides a synchronization point across all towers. Args: grad_and_vars: A list or tuple of (gradient, variable) tuples. Each (gradient, variable) pair within the outer list represents the gradient of the variable calculated for a single tower, and the number of pairs equals the number of towers. use_mean: if True, mean is taken, else sum of gradients is taken. check_inf_nan: check grads for nans and infs. Returns: The tuple ([(average_gradient, variable),], has_nan_or_inf) where the gradient has been averaged across all towers. The variable is chosen from the first tower. The has_nan_or_inf indicates the grads has nan or inf. """ grads = [g for g, _ in grad_and_vars] grad = tf.add_n(grads) if use_mean and len(grads) > 1: grad = tf.multiply(grad, 1.0 / len(grads)) v = grad_and_vars[0][1] if check_inf_nan: has_nan_or_inf = tf.logical_not(tf.reduce_all(tf.is_finite(grads))) return (grad, v), has_nan_or_inf else: return (grad, v), None
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Calculate the average gradient for a shared variable across all towers. Note that this function provides a synchronization point across all towers. Args: grad_and_vars: A list or tuple of (gradient, variable) tuples. Each (gradient, variable) pair within the outer list represents the gradient of the variable calculated for a single tower, and the number of pairs equals the number of towers. use_mean: if True, mean is taken, else sum of gradients is taken. check_inf_nan: check grads for nans and infs. Returns: The tuple ([(average_gradient, variable),], has_nan_or_inf) where the gradient has been averaged across all towers. The variable is chosen from the first tower. The has_nan_or_inf indicates the grads has nan or inf.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L241-L270
train
Calculates the average gradient for a single variable across all towers.
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1222) + '\065' + chr(0b100010 + 0o16), 63530 - 63522), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1011 + 0o144) + chr(2560 - 2505) + chr(1751 - 1703), 994 - 986), ehT0Px3KOsy9('\060' + '\157' + chr(0b100110 + 0o14) + chr(54) + chr(0b1110 + 0o47), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(0b110001 + 0o1) + '\x36' + '\062', 0b1000), ehT0Px3KOsy9(chr(251 - 203) + chr(9973 - 9862) + chr(0b110001) + chr(0b110011) + '\062', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1100010 + 0o15) + chr(49) + chr(0b110110), 62925 - 62917), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\063' + chr(291 - 242) + chr(2353 - 2302), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\063' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(2318 - 2268) + chr(545 - 493) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(1943 - 1891) + chr(0b101011 + 0o5), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10111 + 0o34) + '\065' + chr(0b100001 + 0o25), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110110) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(2368 - 2319) + '\061' + chr(0b111 + 0o53), 41636 - 41628), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2420 - 2369) + '\063' + chr(957 - 907), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + chr(49) + chr(1349 - 1297) + '\x30', 8), ehT0Px3KOsy9(chr(757 - 709) + chr(12115 - 12004) + chr(0b100001 + 0o20) + chr(0b101 + 0o54) + chr(51), 64708 - 64700), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110110) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1000100 + 0o53) + chr(50) + '\060' + chr(0b101000 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1011 + 0o50) + chr(0b101 + 0o62) + chr(0b110001), 48587 - 48579), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(0b110001) + chr(2313 - 2263) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010111 + 0o30) + '\x32' + chr(0b110 + 0o54) + '\062', 24145 - 24137), ehT0Px3KOsy9(chr(1083 - 1035) + chr(7926 - 7815) + '\x33' + chr(0b110110) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001000 + 0o47) + chr(0b110110) + chr(0b110100), 48886 - 48878), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + chr(49) + chr(52) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + '\x33' + chr(0b110001 + 0o4) + chr(0b11000 + 0o34), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4599 - 4488) + chr(0b110001) + '\x37' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(53) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\067' + chr(0b10011 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(50) + chr(49) + chr(0b11101 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(0b110101 + 0o0) + chr(421 - 366), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(49) + chr(0b100011 + 0o24), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(177 - 128) + chr(0b11000 + 0o34), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(1757 - 1708) + '\063' + chr(0b110011), 33028 - 33020), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(48) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1515 - 1465) + '\066' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001110 + 0o41) + chr(2234 - 2183) + '\x35' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b1011 + 0o46) + chr(1713 - 1659), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\066' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x31' + chr(2608 - 2556), 24285 - 24277)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + '\x35' + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1'), '\144' + chr(0b11001 + 0o114) + '\143' + chr(0b1100011 + 0o14) + chr(0b1000010 + 0o42) + '\145')('\165' + chr(116) + chr(0b1010010 + 0o24) + chr(1716 - 1671) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def fstKe1Xz1xS6(KBY3VJuyKuYm, lrgq7xojMLM4, QOlIUBdQtZUE): W1s0NiRRDIwA = [RWHpzFEeviFP for (RWHpzFEeviFP, VNGQdHSFPrso) in KBY3VJuyKuYm] RF_2NucJiY7o = IDJ2eXGCBCDu.add_n(W1s0NiRRDIwA) if lrgq7xojMLM4 and c2A0yzQpDQB3(W1s0NiRRDIwA) > ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(867 - 818), 0b1000): RF_2NucJiY7o = IDJ2eXGCBCDu.multiply(RF_2NucJiY7o, 1.0 / c2A0yzQpDQB3(W1s0NiRRDIwA)) cMbll0QYhULo = KBY3VJuyKuYm[ehT0Px3KOsy9(chr(1564 - 1516) + '\157' + chr(0b110000), ord("\x08"))][ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061', 8)] if QOlIUBdQtZUE: Re0hv3nIIwAc = IDJ2eXGCBCDu.logical_not(IDJ2eXGCBCDu.reduce_all(IDJ2eXGCBCDu.is_finite(W1s0NiRRDIwA))) return ((RF_2NucJiY7o, cMbll0QYhULo), Re0hv3nIIwAc) else: return ((RF_2NucJiY7o, cMbll0QYhULo), None)
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
aggregate_gradients_using_copy_with_device_selection
def aggregate_gradients_using_copy_with_device_selection( tower_grads, avail_devices, use_mean=True, check_inf_nan=False): """Aggregate gradients, controlling device for the aggregation. Args: tower_grads: List of lists of (gradient, variable) tuples. The outer list is over towers. The inner list is over individual gradients. use_mean: if True, mean is taken, else sum of gradients is taken. check_inf_nan: If true, check grads for nans and infs. Returns: The tuple ([(average_gradient, variable),], has_nan_or_inf) where the gradient has been averaged across all towers. The variable is chosen from the first tower. The has_nan_or_inf indicates the grads has nan or inf. """ agg_grads = [] has_nan_or_inf_list = [] for i, single_grads in enumerate(zip(*tower_grads)): with tf.device(avail_devices[i % len(avail_devices)]): grad_and_var, has_nan_or_inf = aggregate_single_gradient( single_grads, use_mean, check_inf_nan) agg_grads.append(grad_and_var) has_nan_or_inf_list.append(has_nan_or_inf) return agg_grads
python
def aggregate_gradients_using_copy_with_device_selection( tower_grads, avail_devices, use_mean=True, check_inf_nan=False): """Aggregate gradients, controlling device for the aggregation. Args: tower_grads: List of lists of (gradient, variable) tuples. The outer list is over towers. The inner list is over individual gradients. use_mean: if True, mean is taken, else sum of gradients is taken. check_inf_nan: If true, check grads for nans and infs. Returns: The tuple ([(average_gradient, variable),], has_nan_or_inf) where the gradient has been averaged across all towers. The variable is chosen from the first tower. The has_nan_or_inf indicates the grads has nan or inf. """ agg_grads = [] has_nan_or_inf_list = [] for i, single_grads in enumerate(zip(*tower_grads)): with tf.device(avail_devices[i % len(avail_devices)]): grad_and_var, has_nan_or_inf = aggregate_single_gradient( single_grads, use_mean, check_inf_nan) agg_grads.append(grad_and_var) has_nan_or_inf_list.append(has_nan_or_inf) return agg_grads
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Aggregate gradients, controlling device for the aggregation. Args: tower_grads: List of lists of (gradient, variable) tuples. The outer list is over towers. The inner list is over individual gradients. use_mean: if True, mean is taken, else sum of gradients is taken. check_inf_nan: If true, check grads for nans and infs. Returns: The tuple ([(average_gradient, variable),], has_nan_or_inf) where the gradient has been averaged across all towers. The variable is chosen from the first tower. The has_nan_or_inf indicates the grads has nan or inf.
[ "Aggregate", "gradients", "controlling", "device", "for", "the", "aggregation", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L273-L296
train
Aggregate gradients over all towers and compute the variable for each tower.
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(7942 - 7831) + chr(446 - 395) + '\067' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(0b11100 + 0o25) + chr(1802 - 1752) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x32' + chr(0b10011 + 0o41), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2108 - 2056) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1000010 + 0o55) + '\063' + '\x32' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1284 - 1173) + '\063' + '\065' + chr(1633 - 1585), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5641 - 5530) + '\x31' + chr(0b11000 + 0o33) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(4466 - 4355) + chr(0b101101 + 0o10) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(10673 - 10562) + '\x33' + '\x34' + chr(0b101111 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(54) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11126 - 11015) + '\x32' + '\x34' + '\067', 0o10), ehT0Px3KOsy9(chr(2113 - 2065) + chr(0b1101111) + chr(50) + chr(0b110 + 0o57) + chr(378 - 323), 14179 - 14171), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b10111 + 0o35) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2434 - 2323) + chr(49) + chr(0b1000 + 0o51) + chr(0b110111), 50899 - 50891), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(51) + '\x33' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(57 - 9) + '\157' + chr(0b11101 + 0o25) + chr(55) + chr(0b101000 + 0o11), 0b1000), ehT0Px3KOsy9(chr(261 - 213) + chr(7968 - 7857) + chr(0b110010) + chr(0b110001) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110110) + chr(0b110100), 16611 - 16603), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\062' + chr(0b110100 + 0o3), 26784 - 26776), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(54) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\x32' + '\x34' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(649 - 600) + '\x33' + chr(0b1110 + 0o43), 8), ehT0Px3KOsy9(chr(48) + chr(1099 - 988) + '\061' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(401 - 347) + chr(0b100011 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\x33' + chr(2224 - 2170) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\063' + chr(2322 - 2269) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(1625 - 1575) + chr(0b110101) + chr(2937 - 2882), 8), ehT0Px3KOsy9('\x30' + chr(10675 - 10564) + chr(51) + chr(53) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10011 - 9900) + '\062' + chr(0b110001) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b11000 + 0o33) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\063' + '\x36', 62825 - 62817), ehT0Px3KOsy9('\x30' + chr(2795 - 2684) + chr(2160 - 2110) + '\064' + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(54), 0o10), ehT0Px3KOsy9(chr(308 - 260) + chr(111) + chr(49) + chr(53) + '\066', 0o10), ehT0Px3KOsy9(chr(434 - 386) + chr(0b1101111) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(50) + '\061' + chr(0b1001 + 0o52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101100 + 0o3) + '\x34' + chr(55), 45990 - 45982), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1101 + 0o46) + chr(2062 - 2008), 9980 - 9972), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b11000 + 0o33) + chr(0b110111) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001001 + 0o46) + '\x31' + chr(0b11010 + 0o31) + chr(1222 - 1170), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b10000 + 0o137) + '\065' + chr(1204 - 1156), 297 - 289)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2'), chr(9501 - 9401) + chr(0b1100100 + 0o1) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b11110 + 0o107))(chr(0b101110 + 0o107) + '\164' + chr(102) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def MkmLg3y6n9UB(Ig_0u1X7A2mt, quuBi9uRrx1M, lrgq7xojMLM4=ehT0Px3KOsy9('\060' + chr(111) + chr(0b101010 + 0o7), 59311 - 59303), QOlIUBdQtZUE=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\060', 8)): WUWq26N6hdvZ = [] dCbwwOqx0Fqi = [] for (WVxHKyX45z_L, MEWomzm29yos) in YlkZvXL8qwsX(pZ0NK2y6HRbn(*Ig_0u1X7A2mt)): with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x987\xa2M\xb6\x8d'), chr(0b1100100) + '\x65' + chr(0b11011 + 0o110) + chr(0b1101111) + chr(1472 - 1372) + chr(10050 - 9949))(chr(117) + chr(0b1100110 + 0o16) + '\x66' + chr(0b101001 + 0o4) + chr(56)))(quuBi9uRrx1M[WVxHKyX45z_L % c2A0yzQpDQB3(quuBi9uRrx1M)]): (H6Hy6wSmgX9O, Re0hv3nIIwAc) = fstKe1Xz1xS6(MEWomzm29yos, lrgq7xojMLM4, QOlIUBdQtZUE) xafqLlk3kkUe(WUWq26N6hdvZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d"\xa4A\xbb\x8c'), chr(2730 - 2630) + '\145' + '\143' + chr(0b1001001 + 0o46) + chr(4374 - 4274) + '\x65')(chr(117) + '\x74' + chr(102) + '\x2d' + chr(0b111000)))(H6Hy6wSmgX9O) xafqLlk3kkUe(dCbwwOqx0Fqi, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d"\xa4A\xbb\x8c'), '\144' + chr(101) + '\143' + '\157' + chr(0b110101 + 0o57) + '\145')(chr(3195 - 3078) + chr(116) + chr(102) + '\x2d' + chr(0b111000)))(Re0hv3nIIwAc) return WUWq26N6hdvZ
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
sum_grad_and_var_all_reduce
def sum_grad_and_var_all_reduce(grad_and_vars, num_workers, alg, gpu_indices, aux_devices=None, num_shards=1): """Apply all-reduce algorithm over specified gradient tensors.""" with tf.name_scope("allreduce"): # Note that each grad_and_vars looks like the following: # ((grad0_gpu0, var0_gpu0), ... , (grad0_gpuN, var0_gpuN)) scaled_grads = [g for g, _ in grad_and_vars] if alg == "nccl": from tensorflow.python.ops import nccl_ops summed_grads = nccl_ops.all_sum(scaled_grads) elif alg == "simple": summed_grads = build_reduce_sum(scaled_grads) elif alg == "trivial": summed_grads = build_trivial_sum(scaled_grads) elif alg == "xring": summed_grads = all_reduce.build_ring_all_reduce( scaled_grads, num_workers, num_shards, gpu_indices, tf.add) elif alg == "nccl/xring": summed_grads = all_reduce.build_nccl_then_ring( scaled_grads, num_shards, tf.add) elif alg == "nccl/rechd": summed_grads = all_reduce.build_nccl_then_recursive_hd( scaled_grads, tf.add) elif alg == "nccl/pscpu": summed_grads = all_reduce.build_nccl_then_shuffle( scaled_grads, aux_devices, tf.add, tf.add_n) elif alg == "pscpu/pscpu": summed_grads = all_reduce.build_shuffle_then_shuffle( scaled_grads, aux_devices, # TODO(tucker): devise a way of better specifying the device # for the second level. [aux_devices[0]], tf.add_n) elif alg in ["pscpu", "psgpu"]: summed_grads = all_reduce.build_shuffle_all_reduce( scaled_grads, aux_devices, tf.add_n) else: raise ValueError("unsupported all_reduce alg: ", alg) result = [] for (_, v), g in zip(grad_and_vars, summed_grads): result.append([g, v]) return result
python
def sum_grad_and_var_all_reduce(grad_and_vars, num_workers, alg, gpu_indices, aux_devices=None, num_shards=1): """Apply all-reduce algorithm over specified gradient tensors.""" with tf.name_scope("allreduce"): # Note that each grad_and_vars looks like the following: # ((grad0_gpu0, var0_gpu0), ... , (grad0_gpuN, var0_gpuN)) scaled_grads = [g for g, _ in grad_and_vars] if alg == "nccl": from tensorflow.python.ops import nccl_ops summed_grads = nccl_ops.all_sum(scaled_grads) elif alg == "simple": summed_grads = build_reduce_sum(scaled_grads) elif alg == "trivial": summed_grads = build_trivial_sum(scaled_grads) elif alg == "xring": summed_grads = all_reduce.build_ring_all_reduce( scaled_grads, num_workers, num_shards, gpu_indices, tf.add) elif alg == "nccl/xring": summed_grads = all_reduce.build_nccl_then_ring( scaled_grads, num_shards, tf.add) elif alg == "nccl/rechd": summed_grads = all_reduce.build_nccl_then_recursive_hd( scaled_grads, tf.add) elif alg == "nccl/pscpu": summed_grads = all_reduce.build_nccl_then_shuffle( scaled_grads, aux_devices, tf.add, tf.add_n) elif alg == "pscpu/pscpu": summed_grads = all_reduce.build_shuffle_then_shuffle( scaled_grads, aux_devices, # TODO(tucker): devise a way of better specifying the device # for the second level. [aux_devices[0]], tf.add_n) elif alg in ["pscpu", "psgpu"]: summed_grads = all_reduce.build_shuffle_all_reduce( scaled_grads, aux_devices, tf.add_n) else: raise ValueError("unsupported all_reduce alg: ", alg) result = [] for (_, v), g in zip(grad_and_vars, summed_grads): result.append([g, v]) return result
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Apply all-reduce algorithm over specified gradient tensors.
[ "Apply", "all", "-", "reduce", "algorithm", "over", "specified", "gradient", "tensors", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L299-L346
train
Sums the gradients and variables of the specified all - reduce algorithm.
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(0b100101 + 0o112) + '\063' + chr(0b100011 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5087 - 4976) + chr(49) + chr(0b10 + 0o64) + chr(1528 - 1479), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(703 - 651) + chr(0b100011 + 0o17), 29015 - 29007), ehT0Px3KOsy9(chr(976 - 928) + chr(0b1010001 + 0o36) + '\x32' + chr(0b100001 + 0o22) + chr(0b110001), 25657 - 25649), ehT0Px3KOsy9(chr(1342 - 1294) + chr(0b1101111) + chr(50) + chr(0b110000) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b100110 + 0o15) + chr(0b1 + 0o60), 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(9284 - 9173) + chr(0b101 + 0o54) + '\x36' + '\065', 36779 - 36771), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(213 - 163) + '\062' + chr(358 - 307), 0o10), ehT0Px3KOsy9(chr(48) + chr(1420 - 1309) + chr(0b110010) + chr(0b1000 + 0o50) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101 + 0o142) + '\067' + '\065', 55451 - 55443), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\x33' + '\x35' + '\060', 0b1000), ehT0Px3KOsy9(chr(2085 - 2037) + chr(111) + chr(0b10100 + 0o37) + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\066' + chr(0b110100), 18117 - 18109), ehT0Px3KOsy9(chr(48) + chr(5725 - 5614) + chr(0b110010) + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(1294 - 1240) + chr(53), 12401 - 12393), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(975 - 925) + '\066', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(0b101 + 0o55) + chr(0b110001) + chr(461 - 407), 16979 - 16971), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\061' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(168 - 114) + '\065', 8), ehT0Px3KOsy9('\060' + '\157' + chr(2245 - 2195) + chr(0b101001 + 0o13) + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(0b110001) + '\061' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111001 + 0o66) + chr(996 - 945) + chr(0b10000 + 0o46) + chr(55), 34655 - 34647), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + '\061', 52341 - 52333), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\062' + '\x35' + chr(281 - 230), 0o10), ehT0Px3KOsy9(chr(163 - 115) + chr(111) + chr(1169 - 1120) + chr(54) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b110 + 0o151) + '\062' + chr(52), 0b1000), ehT0Px3KOsy9(chr(2092 - 2044) + chr(0b1100 + 0o143) + chr(992 - 942) + chr(1828 - 1777) + chr(53), 30211 - 30203), ehT0Px3KOsy9(chr(380 - 332) + chr(0b1001110 + 0o41) + '\061' + '\x30' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x31' + '\x31', 0o10), ehT0Px3KOsy9(chr(191 - 143) + '\157' + '\x31' + chr(0b110001 + 0o1) + chr(52), 3636 - 3628), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(1436 - 1381) + chr(59 - 5), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(2003 - 1952) + chr(0b100001 + 0o20), 53186 - 53178), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1801 - 1751) + chr(2207 - 2153), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(2505 - 2450) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(158 - 110) + chr(111) + '\063' + chr(0b1011 + 0o53) + chr(0b110101), 54115 - 54107), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o47) + chr(0b10000 + 0o46) + chr(0b110100 + 0o0), 0b1000), ehT0Px3KOsy9(chr(1564 - 1516) + chr(0b1101111) + '\061' + chr(0b1011 + 0o46) + '\062', 50182 - 50174), ehT0Px3KOsy9(chr(48) + chr(498 - 387) + chr(0b10110 + 0o37), 0o10), ehT0Px3KOsy9(chr(48) + chr(4249 - 4138) + chr(0b110001) + '\065' + chr(0b100010 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110001 + 0o2) + chr(50), 30208 - 30200)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b111001 + 0o66) + chr(0b110000 + 0o5) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'2'), chr(5139 - 5039) + '\x65' + chr(99) + chr(0b110000 + 0o77) + '\144' + '\x65')(chr(1856 - 1739) + chr(0b1001101 + 0o47) + chr(102) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def wCQNiU7F6aRP(KBY3VJuyKuYm, c1aWEsj_NmYg, L9QGjJ75NQQq, oBts1r48UBVw, kKLZccnMyiUO=None, WJU3qUPk_Uro=ehT0Px3KOsy9('\060' + '\157' + chr(824 - 775), 0o10)): with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'r\x10\x0f\xfc\xdb\xea\x16\xfc\xf2X'), chr(0b1100100) + '\145' + '\x63' + chr(9265 - 9154) + chr(100) + chr(1549 - 1448))(chr(12817 - 12700) + chr(11903 - 11787) + chr(0b1100110) + chr(45) + chr(0b110101 + 0o3)))(xafqLlk3kkUe(SXOLrMavuUCe(b'}\x1d\x0e\xeb\xe1\xfd\x00\xf0\xe7'), chr(100) + chr(0b101 + 0o140) + chr(4655 - 4556) + chr(614 - 503) + '\144' + chr(0b1100101))(chr(4691 - 4574) + chr(10508 - 10392) + chr(0b1100110) + chr(684 - 639) + chr(56))): FO0cKiC2dHoM = [RWHpzFEeviFP for (RWHpzFEeviFP, VNGQdHSFPrso) in KBY3VJuyKuYm] if L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'r\x12\x01\xf5'), chr(8386 - 8286) + chr(1411 - 1310) + chr(6020 - 5921) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1010000 + 0o45) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)): (HRju7yqTlB7d,) = (xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'h\x14\x0c\xea\xeb\xeb\x13\xff\xedJ\xc6\xbe\x8d\xdb\xdd9\xe0b\xda\xd2='), chr(0b10 + 0o142) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + '\164' + chr(148 - 46) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'r\x12\x01\xf5\xdb\xf6\x05\xe0'), chr(100) + chr(101) + chr(0b110010 + 0o61) + chr(0b1101111) + chr(100) + chr(0b1010111 + 0o16))('\165' + '\164' + chr(0b1100110) + '\055' + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'l\x08\x16\xf1\xeb\xf7'), '\x64' + chr(5899 - 5798) + '\143' + '\157' + '\x64' + '\145')(chr(0b1110101) + chr(377 - 261) + chr(0b1100110) + chr(45) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b's\x01\x11'), chr(0b100111 + 0o75) + '\x65' + chr(0b1000100 + 0o37) + chr(111) + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(8334 - 8232) + chr(0b101101) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'r\x12\x01\xf5\xdb\xf6\x05\xe0'), '\144' + chr(6199 - 6098) + chr(8254 - 8155) + chr(8762 - 8651) + chr(1548 - 1448) + '\x65')(chr(4214 - 4097) + '\164' + chr(0b1011010 + 0o14) + chr(45) + '\x38')),) yPzWcpZ_aY2S = HRju7yqTlB7d.all_sum(FO0cKiC2dHoM) elif L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'o\x18\x0f\xe9\xe8\xfc'), chr(0b1000111 + 0o35) + '\x65' + chr(0b1100011) + chr(0b10011 + 0o134) + '\x64' + chr(5420 - 5319))('\x75' + chr(116) + chr(102) + '\055' + chr(0b111000)): yPzWcpZ_aY2S = _HZNsrzLphc8(FO0cKiC2dHoM) elif L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'h\x03\x0b\xef\xed\xf8\x19'), chr(2599 - 2499) + '\145' + '\x63' + '\157' + chr(1267 - 1167) + '\145')(chr(0b100101 + 0o120) + '\x74' + chr(102) + chr(0b101101) + chr(0b111000)): yPzWcpZ_aY2S = tdtdDLpbfCYL(FO0cKiC2dHoM) elif L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'd\x03\x0b\xf7\xe3'), chr(1659 - 1559) + chr(101) + '\x63' + chr(111) + chr(100) + chr(0b110 + 0o137))(chr(2394 - 2277) + chr(7239 - 7123) + chr(3675 - 3573) + chr(1256 - 1211) + chr(2115 - 2059)): yPzWcpZ_aY2S = b4kKGfmpHixF.build_ring_all_reduce(FO0cKiC2dHoM, c1aWEsj_NmYg, WJU3qUPk_Uro, oBts1r48UBVw, IDJ2eXGCBCDu.uJ0q9cG5ZOR3) elif L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'r\x12\x01\xf5\xab\xe1\x07\xfa\xecZ'), chr(0b1100100) + chr(4431 - 4330) + '\x63' + chr(0b1101111) + chr(100) + chr(0b111011 + 0o52))(chr(8177 - 8060) + '\x74' + chr(0b100110 + 0o100) + '\x2d' + chr(56)): yPzWcpZ_aY2S = b4kKGfmpHixF.build_nccl_then_ring(FO0cKiC2dHoM, WJU3qUPk_Uro, IDJ2eXGCBCDu.uJ0q9cG5ZOR3) elif L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'r\x12\x01\xf5\xab\xeb\x10\xf0\xeaY'), '\x64' + chr(0b1100101) + chr(99) + chr(111) + chr(0b111000 + 0o54) + chr(0b1100101))(chr(12250 - 12133) + '\164' + chr(9560 - 9458) + chr(0b101101) + chr(1369 - 1313)): yPzWcpZ_aY2S = b4kKGfmpHixF.build_nccl_then_recursive_hd(FO0cKiC2dHoM, IDJ2eXGCBCDu.uJ0q9cG5ZOR3) elif L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'r\x12\x01\xf5\xab\xe9\x06\xf0\xf2H'), chr(0b101100 + 0o70) + '\x65' + chr(8197 - 8098) + chr(0b101111 + 0o100) + '\x64' + chr(0b1100001 + 0o4))('\x75' + chr(2084 - 1968) + chr(0b1100110) + chr(45) + chr(56)): yPzWcpZ_aY2S = b4kKGfmpHixF.build_nccl_then_shuffle(FO0cKiC2dHoM, kKLZccnMyiUO, IDJ2eXGCBCDu.uJ0q9cG5ZOR3, IDJ2eXGCBCDu.add_n) elif L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'l\x02\x01\xe9\xf1\xb6\x05\xe0\xe1M\x9d'), chr(5702 - 5602) + chr(0b1001100 + 0o31) + chr(0b1001101 + 0o26) + '\x6f' + chr(100) + chr(260 - 159))('\165' + '\x74' + chr(7552 - 7450) + '\x2d' + chr(0b110111 + 0o1)): yPzWcpZ_aY2S = b4kKGfmpHixF.build_shuffle_then_shuffle(FO0cKiC2dHoM, kKLZccnMyiUO, [kKLZccnMyiUO[ehT0Px3KOsy9('\060' + chr(281 - 170) + '\060', 0b1000)]], IDJ2eXGCBCDu.add_n) elif L9QGjJ75NQQq in [xafqLlk3kkUe(SXOLrMavuUCe(b'l\x02\x01\xe9\xf1'), chr(833 - 733) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + chr(0b1011111 + 0o6))(chr(117) + chr(116) + '\146' + chr(482 - 437) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'l\x02\x05\xe9\xf1'), '\144' + chr(0b1000111 + 0o36) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + chr(0b1110011 + 0o1) + '\x66' + chr(0b10000 + 0o35) + '\x38')]: yPzWcpZ_aY2S = b4kKGfmpHixF.build_shuffle_all_reduce(FO0cKiC2dHoM, kKLZccnMyiUO, IDJ2eXGCBCDu.add_n) else: raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'i\x1f\x11\xec\xf4\xe9\x1a\xe1\xf6X\x8c\xee\x95\xc3\xd9\t\xfc)\xd1\xd7-\x92\t\xca\x1bs\xa7c'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b1001 + 0o154) + '\x74' + '\146' + chr(45) + '\070'), L9QGjJ75NQQq) ShZmEKfTkAOZ = [] for ((VNGQdHSFPrso, cMbll0QYhULo), RWHpzFEeviFP) in pZ0NK2y6HRbn(KBY3VJuyKuYm, yPzWcpZ_aY2S): xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'}\x01\x12\xfc\xea\xfd'), '\144' + chr(0b10001 + 0o124) + '\x63' + '\x6f' + chr(8437 - 8337) + '\x65')('\x75' + '\x74' + chr(0b1100000 + 0o6) + chr(0b101101) + chr(56)))([RWHpzFEeviFP, cMbll0QYhULo]) return ShZmEKfTkAOZ
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
sum_gradients_all_reduce
def sum_gradients_all_reduce(dev_prefixes, tower_grads, num_workers, alg, num_shards, gpu_indices, agg_small_grads_max_bytes=0): """Apply all-reduce algorithm over specified gradient tensors. Args: dev_prefixes: list of prefix strings to use to generate PS device names. tower_grads: the gradients to reduce. num_workers: number of worker processes across entire job. alg: the all-reduce algorithm to apply. num_shards: alg-specific sharding factor. gpu_indices: indices of local GPUs in order usable for ring-reduce. agg_small_grads_max_bytes: largest tensor eligible for aggregation, in number of bytes. Returns: list of reduced tensors, packing values """ alg_contains_shuffle = contains_any(alg, ["pscpu", "psgpu"]) is_hierarchical = "/" in alg if "pscpu" in alg: aux_devices = [prefix + "/cpu:0" for prefix in dev_prefixes] elif "psgpu" in alg: aux_devices = [ prefix + "/gpu:%d" % i for i in range(len(gpu_indices)) for prefix in dev_prefixes ] else: aux_devices = ["/job:localhost/cpu:0"] aux_device_groups = group_device_names( aux_devices, num_shards if alg_contains_shuffle else 1) group_index = 0 if agg_small_grads_max_bytes > 0: tower_grads, packing = pack_small_tensors( tower_grads, max_bytes=agg_small_grads_max_bytes) else: packing = None new_tower_grads = [] if alg == "better": raw_devices = ["/gpu:%i" % (i) for i in gpu_indices] agg_grads = aggregate_gradients_using_copy_with_device_selection( tower_grads, raw_devices) for arr in tower_grads: new_tower_grads.append( [(g, v) for (_, v), (g, _) in zip(arr, agg_grads)]) else: reduced_gv_list = [] for grad_and_vars in zip(*tower_grads): reduced_gv_list.append( sum_grad_and_var_all_reduce( grad_and_vars, num_workers, alg, gpu_indices, aux_devices if is_hierarchical else aux_device_groups[group_index], num_shards)) group_index = (group_index + 1) % len(aux_device_groups) new_tower_grads = [list(x) for x in zip(*reduced_gv_list)] return new_tower_grads, packing
python
def sum_gradients_all_reduce(dev_prefixes, tower_grads, num_workers, alg, num_shards, gpu_indices, agg_small_grads_max_bytes=0): """Apply all-reduce algorithm over specified gradient tensors. Args: dev_prefixes: list of prefix strings to use to generate PS device names. tower_grads: the gradients to reduce. num_workers: number of worker processes across entire job. alg: the all-reduce algorithm to apply. num_shards: alg-specific sharding factor. gpu_indices: indices of local GPUs in order usable for ring-reduce. agg_small_grads_max_bytes: largest tensor eligible for aggregation, in number of bytes. Returns: list of reduced tensors, packing values """ alg_contains_shuffle = contains_any(alg, ["pscpu", "psgpu"]) is_hierarchical = "/" in alg if "pscpu" in alg: aux_devices = [prefix + "/cpu:0" for prefix in dev_prefixes] elif "psgpu" in alg: aux_devices = [ prefix + "/gpu:%d" % i for i in range(len(gpu_indices)) for prefix in dev_prefixes ] else: aux_devices = ["/job:localhost/cpu:0"] aux_device_groups = group_device_names( aux_devices, num_shards if alg_contains_shuffle else 1) group_index = 0 if agg_small_grads_max_bytes > 0: tower_grads, packing = pack_small_tensors( tower_grads, max_bytes=agg_small_grads_max_bytes) else: packing = None new_tower_grads = [] if alg == "better": raw_devices = ["/gpu:%i" % (i) for i in gpu_indices] agg_grads = aggregate_gradients_using_copy_with_device_selection( tower_grads, raw_devices) for arr in tower_grads: new_tower_grads.append( [(g, v) for (_, v), (g, _) in zip(arr, agg_grads)]) else: reduced_gv_list = [] for grad_and_vars in zip(*tower_grads): reduced_gv_list.append( sum_grad_and_var_all_reduce( grad_and_vars, num_workers, alg, gpu_indices, aux_devices if is_hierarchical else aux_device_groups[group_index], num_shards)) group_index = (group_index + 1) % len(aux_device_groups) new_tower_grads = [list(x) for x in zip(*reduced_gv_list)] return new_tower_grads, packing
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Apply all-reduce algorithm over specified gradient tensors. Args: dev_prefixes: list of prefix strings to use to generate PS device names. tower_grads: the gradients to reduce. num_workers: number of worker processes across entire job. alg: the all-reduce algorithm to apply. num_shards: alg-specific sharding factor. gpu_indices: indices of local GPUs in order usable for ring-reduce. agg_small_grads_max_bytes: largest tensor eligible for aggregation, in number of bytes. Returns: list of reduced tensors, packing values
[ "Apply", "all", "-", "reduce", "algorithm", "over", "specified", "gradient", "tensors", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L366-L426
train
This function calculates the sum of gradients over all - reduce processes across all - reduce devices.
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1987) + chr(700 - 648), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\062' + '\060' + chr(0b100100 + 0o14), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100111 + 0o14) + '\x30' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1480 - 1369) + chr(51) + chr(0b110011) + chr(0b100111 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(55) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100001 + 0o22) + '\067' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(650 - 600) + chr(0b1110 + 0o46) + chr(0b100000 + 0o22), 28175 - 28167), ehT0Px3KOsy9(chr(1376 - 1328) + '\157' + chr(0b110010) + chr(0b110101) + chr(0b11110 + 0o30), 22481 - 22473), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(51) + chr(49), 26001 - 25993), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(51) + '\061' + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(0b101101 + 0o6) + chr(1978 - 1923), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x32' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(644 - 594) + '\064' + chr(55), 4087 - 4079), ehT0Px3KOsy9(chr(1519 - 1471) + chr(0b1101111) + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(11899 - 11788) + chr(0b110010) + chr(49), 247 - 239), ehT0Px3KOsy9('\060' + chr(11316 - 11205) + chr(50) + chr(0b110101), 55389 - 55381), ehT0Px3KOsy9('\060' + chr(3583 - 3472) + chr(2567 - 2516) + chr(0b10010 + 0o40) + chr(0b1011 + 0o51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(1550 - 1501) + chr(2592 - 2540), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1199 - 1149) + chr(0b11001 + 0o36) + chr(0b1011 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11110 + 0o25) + chr(0b101001 + 0o14) + chr(50), 54009 - 54001), ehT0Px3KOsy9(chr(1287 - 1239) + chr(0b1101111) + chr(55) + chr(0b110100), 61255 - 61247), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(894 - 844) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + '\065' + chr(0b101111 + 0o1), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1338 - 1287) + chr(52) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + '\062' + chr(0b110011) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\x37' + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x37' + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + chr(0b110001) + chr(0b101010 + 0o14) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\062' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2286 - 2235) + chr(0b100011 + 0o17) + chr(0b110000), 56582 - 56574), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\064' + chr(1325 - 1276), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x30' + chr(54), 41731 - 41723), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(51) + chr(0b100110 + 0o14) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(2193 - 2142) + chr(1496 - 1444), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(0b100111 + 0o14) + chr(0b100001 + 0o22) + chr(2099 - 2047), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(1606 - 1556) + chr(0b110001), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(561 - 513) + chr(0b1101111) + chr(1051 - 998) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'a'), '\144' + '\x65' + chr(0b1100011) + '\157' + chr(0b1100100) + '\145')('\x75' + '\x74' + chr(102) + '\055' + chr(0b110111 + 0o1)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def bR_mxMWgFG3v(dCFQPNjwRz58, Ig_0u1X7A2mt, c1aWEsj_NmYg, L9QGjJ75NQQq, WJU3qUPk_Uro, oBts1r48UBVw, GJ2RxAZCc0eG=ehT0Px3KOsy9(chr(48) + chr(111) + '\x30', 0o10)): Qr8cwzE1Aywt = KoX9PfeyOKdJ(L9QGjJ75NQQq, [xafqLlk3kkUe(SXOLrMavuUCe(b'?\x8dO\xf0\xb7'), '\144' + chr(0b1100101) + chr(0b110111 + 0o54) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101 + 0o0) + '\164' + chr(102) + chr(1532 - 1487) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'?\x8dK\xf0\xb7'), '\144' + chr(4430 - 4329) + '\143' + '\x6f' + '\144' + '\x65')(chr(1713 - 1596) + '\164' + chr(0b1100110 + 0o0) + chr(45) + chr(1419 - 1363))]) HEQnsYiXrHLb = xafqLlk3kkUe(SXOLrMavuUCe(b'`'), chr(6751 - 6651) + chr(0b1100101) + chr(7870 - 7771) + '\157' + '\144' + chr(0b1100101))('\165' + chr(116) + '\146' + chr(0b1100 + 0o41) + chr(0b110000 + 0o10)) in L9QGjJ75NQQq if xafqLlk3kkUe(SXOLrMavuUCe(b'?\x8dO\xf0\xb7'), '\x64' + '\145' + chr(5254 - 5155) + '\157' + chr(0b11100 + 0o110) + chr(0b1100101))(chr(3010 - 2893) + chr(140 - 24) + chr(0b10 + 0o144) + chr(45) + '\070') in L9QGjJ75NQQq: kKLZccnMyiUO = [K1Ha0XjJTAE7 + xafqLlk3kkUe(SXOLrMavuUCe(b'`\x9d\\\xf5\xf8\xea'), '\x64' + '\x65' + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + '\x38') for K1Ha0XjJTAE7 in dCFQPNjwRz58] elif xafqLlk3kkUe(SXOLrMavuUCe(b'?\x8dK\xf0\xb7'), chr(0b1011111 + 0o5) + '\145' + chr(99) + chr(11600 - 11489) + chr(0b1100100) + '\x65')('\165' + chr(12990 - 12874) + chr(102) + '\055' + chr(0b111000)) in L9QGjJ75NQQq: kKLZccnMyiUO = [K1Ha0XjJTAE7 + xafqLlk3kkUe(SXOLrMavuUCe(b'`\x99\\\xf5\xf8\xff['), chr(0b101000 + 0o74) + '\145' + '\x63' + chr(7400 - 7289) + '\144' + chr(0b1100101))('\x75' + '\x74' + chr(704 - 602) + chr(1802 - 1757) + chr(1045 - 989)) % WVxHKyX45z_L for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(oBts1r48UBVw)) for K1Ha0XjJTAE7 in dCFQPNjwRz58] else: kKLZccnMyiUO = [xafqLlk3kkUe(SXOLrMavuUCe(b'`\x94C\xe2\xf8\xb6P\x9ch\xce\xc66\xb8\xeb\xbe\xc4Hd/\xe4'), chr(0b1101 + 0o127) + chr(0b1001101 + 0o30) + chr(99) + '\x6f' + '\x64' + '\145')('\x75' + chr(116) + chr(0b11 + 0o143) + chr(297 - 252) + '\x38')] NQtXMhI39mds = xnFPVM8wlesA(kKLZccnMyiUO, WJU3qUPk_Uro if Qr8cwzE1Aywt else ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + chr(0b110001), 0o10)) IAgxRYR26zP_ = ehT0Px3KOsy9(chr(1408 - 1360) + '\x6f' + chr(48), 8) if GJ2RxAZCc0eG > ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b11101 + 0o122) + chr(0b110000), 8): (Ig_0u1X7A2mt, EIsLJ2Gp1jEW) = xYlXhHU_HXHm(Ig_0u1X7A2mt, max_bytes=GJ2RxAZCc0eG) else: EIsLJ2Gp1jEW = None TDnQaDzrag9d = [] if L9QGjJ75NQQq == xafqLlk3kkUe(SXOLrMavuUCe(b'-\x9bX\xf4\xa7\xa8'), chr(0b1100100) + chr(0b1100001 + 0o4) + chr(5308 - 5209) + chr(4936 - 4825) + chr(0b1100100) + chr(0b1100100 + 0o1))(chr(0b0 + 0o165) + chr(0b10011 + 0o141) + chr(10016 - 9914) + chr(829 - 784) + '\x38'): GbxpHZiUQw6Q = [xafqLlk3kkUe(SXOLrMavuUCe(b'`\x99\\\xf5\xf8\xffV'), chr(100) + '\x65' + '\x63' + chr(0b101110 + 0o101) + chr(5935 - 5835) + '\145')(chr(0b1110101) + chr(0b110010 + 0o102) + '\146' + chr(45) + chr(0b100111 + 0o21)) % WVxHKyX45z_L for WVxHKyX45z_L in oBts1r48UBVw] WUWq26N6hdvZ = MkmLg3y6n9UB(Ig_0u1X7A2mt, GbxpHZiUQw6Q) for ZxkNvNvuRNy5 in Ig_0u1X7A2mt: xafqLlk3kkUe(TDnQaDzrag9d, xafqLlk3kkUe(SXOLrMavuUCe(b'.\x8e\\\xe5\xac\xbe'), chr(1496 - 1396) + '\x65' + chr(99) + chr(9173 - 9062) + '\144' + chr(1568 - 1467))(chr(9396 - 9279) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'))([(RWHpzFEeviFP, cMbll0QYhULo) for ((VNGQdHSFPrso, cMbll0QYhULo), (RWHpzFEeviFP, VNGQdHSFPrso)) in pZ0NK2y6HRbn(ZxkNvNvuRNy5, WUWq26N6hdvZ)]) else: R5q5hybTMIhe = [] for KBY3VJuyKuYm in pZ0NK2y6HRbn(*Ig_0u1X7A2mt): xafqLlk3kkUe(R5q5hybTMIhe, xafqLlk3kkUe(SXOLrMavuUCe(b'.\x8e\\\xe5\xac\xbe'), chr(0b1100100 + 0o0) + chr(0b10011 + 0o122) + chr(99) + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(0b1011100 + 0o30) + chr(102) + chr(238 - 193) + chr(0b101111 + 0o11)))(wCQNiU7F6aRP(KBY3VJuyKuYm, c1aWEsj_NmYg, L9QGjJ75NQQq, oBts1r48UBVw, kKLZccnMyiUO if HEQnsYiXrHLb else NQtXMhI39mds[IAgxRYR26zP_], WJU3qUPk_Uro)) IAgxRYR26zP_ = (IAgxRYR26zP_ + ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001), 8)) % c2A0yzQpDQB3(NQtXMhI39mds) TDnQaDzrag9d = [YyaZ4tpXu4lf(OeWW0F1dBPRQ) for OeWW0F1dBPRQ in pZ0NK2y6HRbn(*R5q5hybTMIhe)] return (TDnQaDzrag9d, EIsLJ2Gp1jEW)
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
extract_ranges
def extract_ranges(index_list, range_size_limit=32): """Extract consecutive ranges and singles from index_list. Args: index_list: List of monotone increasing non-negative integers. range_size_limit: Largest size range to return. If a larger consecutive range exists it will be returned as multiple ranges. Returns: ranges, singles where ranges is a list of [first, last] pairs of consecutive elements in index_list, and singles is all of the other elements, in original order. """ if not index_list: return [], [] first = index_list[0] last = first ranges = [] singles = [] for i in index_list[1:]: if i == last + 1 and (last - first) <= range_size_limit: last = i else: if last > first: ranges.append([first, last]) else: singles.append(first) first = i last = i if last > first: ranges.append([first, last]) else: singles.append(first) return ranges, singles
python
def extract_ranges(index_list, range_size_limit=32): """Extract consecutive ranges and singles from index_list. Args: index_list: List of monotone increasing non-negative integers. range_size_limit: Largest size range to return. If a larger consecutive range exists it will be returned as multiple ranges. Returns: ranges, singles where ranges is a list of [first, last] pairs of consecutive elements in index_list, and singles is all of the other elements, in original order. """ if not index_list: return [], [] first = index_list[0] last = first ranges = [] singles = [] for i in index_list[1:]: if i == last + 1 and (last - first) <= range_size_limit: last = i else: if last > first: ranges.append([first, last]) else: singles.append(first) first = i last = i if last > first: ranges.append([first, last]) else: singles.append(first) return ranges, singles
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Extract consecutive ranges and singles from index_list. Args: index_list: List of monotone increasing non-negative integers. range_size_limit: Largest size range to return. If a larger consecutive range exists it will be returned as multiple ranges. Returns: ranges, singles where ranges is a list of [first, last] pairs of consecutive elements in index_list, and singles is all of the other elements, in original order.
[ "Extract", "consecutive", "ranges", "and", "singles", "from", "index_list", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L448-L482
train
Extract consecutive ranges and singles from index_list.
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1317), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(53) + chr(0b110111), 65314 - 65306), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(0b110010) + chr(0b101111 + 0o1) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\066' + '\065', 0o10), ehT0Px3KOsy9(chr(1306 - 1258) + chr(111) + chr(53) + chr(0b10111 + 0o37), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1133 - 1084), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + chr(0b1010 + 0o47) + '\x32' + chr(729 - 681), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b100110 + 0o20) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(51) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1080 - 1032) + chr(111) + chr(2276 - 2226) + chr(2763 - 2709) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(11826 - 11715) + chr(49) + '\x30' + chr(878 - 830), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100010 + 0o21) + chr(48) + chr(0b110011), 23105 - 23097), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b11101 + 0o122) + chr(2137 - 2088) + '\x33' + chr(907 - 859), 15488 - 15480), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(0b110010) + '\064' + chr(138 - 89), 31600 - 31592), ehT0Px3KOsy9(chr(1287 - 1239) + chr(3609 - 3498) + '\063' + chr(2803 - 2748) + chr(0b101100 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(2120 - 2072) + chr(0b1101111) + '\062' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7423 - 7312) + chr(278 - 225) + chr(0b100101 + 0o15), 34160 - 34152), ehT0Px3KOsy9(chr(1786 - 1738) + chr(0b1100 + 0o143) + chr(0b1 + 0o60) + '\x34' + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(669 - 558) + '\063' + chr(52) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x36' + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b10101 + 0o34) + chr(0b110100) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1794 - 1744) + '\x30' + chr(0b1110 + 0o50), 0o10), ehT0Px3KOsy9(chr(109 - 61) + '\x6f' + chr(0b1001 + 0o50) + '\x32' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11055 - 10944) + chr(0b101101 + 0o4) + chr(2377 - 2324) + chr(0b100111 + 0o17), 34400 - 34392), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110100) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(6220 - 6109) + chr(51) + chr(0b10101 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(1150 - 1100) + chr(0b1101 + 0o50) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b10010 + 0o36) + '\066', 6004 - 5996), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(0b110111) + chr(0b101111 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1297 - 1248) + chr(0b110001) + chr(0b10 + 0o63), 32701 - 32693), ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(55), 8696 - 8688), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(52) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\060' + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(7871 - 7760) + chr(0b100111 + 0o13) + chr(0b10100 + 0o42) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110000) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5375 - 5264) + '\x33' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10000 + 0o43) + chr(1294 - 1242), 52970 - 52962), ehT0Px3KOsy9('\x30' + '\157' + chr(2024 - 1974) + chr(53) + chr(48), 0b1000), ehT0Px3KOsy9(chr(1482 - 1434) + '\x6f' + '\x32' + chr(0b101111 + 0o4), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(2637 - 2584) + chr(0b10101 + 0o33), 33314 - 33306)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'9'), chr(9836 - 9736) + '\x65' + chr(0b101 + 0o136) + chr(0b100000 + 0o117) + chr(100) + '\145')('\165' + chr(0b1100 + 0o150) + chr(4306 - 4204) + chr(0b11010 + 0o23) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def mekLlv7Neou_(FOaWBy_stNN2, j3nLyeu8HQkJ=ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x34' + '\x30', ord("\x08"))): if not FOaWBy_stNN2: return ([], []) It1LJs8swHZQ = FOaWBy_stNN2[ehT0Px3KOsy9(chr(0b110000) + chr(9015 - 8904) + chr(0b110000), 41924 - 41916)] Z6Ub1MQPX1kA = It1LJs8swHZQ yzRmuOn0fpWe = [] Rk2eMTQDJGyB = [] for WVxHKyX45z_L in FOaWBy_stNN2[ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), 8):]: if WVxHKyX45z_L == Z6Ub1MQPX1kA + ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\x31', 8) and Z6Ub1MQPX1kA - It1LJs8swHZQ <= j3nLyeu8HQkJ: Z6Ub1MQPX1kA = WVxHKyX45z_L else: if Z6Ub1MQPX1kA > It1LJs8swHZQ: xafqLlk3kkUe(yzRmuOn0fpWe, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xdf\xf1\x90@e'), chr(100) + '\x65' + chr(4528 - 4429) + chr(0b110110 + 0o71) + chr(1147 - 1047) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(102) + '\055' + chr(0b111000)))([It1LJs8swHZQ, Z6Ub1MQPX1kA]) else: xafqLlk3kkUe(Rk2eMTQDJGyB, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xdf\xf1\x90@e'), '\144' + chr(0b1010010 + 0o23) + chr(0b1100011) + chr(111) + chr(1637 - 1537) + '\145')(chr(6838 - 6721) + chr(8462 - 8346) + '\146' + '\055' + chr(56)))(It1LJs8swHZQ) It1LJs8swHZQ = WVxHKyX45z_L Z6Ub1MQPX1kA = WVxHKyX45z_L if Z6Ub1MQPX1kA > It1LJs8swHZQ: xafqLlk3kkUe(yzRmuOn0fpWe, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xdf\xf1\x90@e'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + chr(0b1100101))('\165' + chr(0b10010 + 0o142) + chr(0b10110 + 0o120) + chr(0b10011 + 0o32) + chr(0b100011 + 0o25)))([It1LJs8swHZQ, Z6Ub1MQPX1kA]) else: xafqLlk3kkUe(Rk2eMTQDJGyB, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xdf\xf1\x90@e'), chr(0b1000110 + 0o36) + '\x65' + chr(0b1010101 + 0o16) + '\x6f' + chr(0b1100 + 0o130) + chr(0b1100101))('\x75' + chr(0b1000101 + 0o57) + chr(0b1100110) + chr(45) + chr(56)))(It1LJs8swHZQ) return (yzRmuOn0fpWe, Rk2eMTQDJGyB)
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
pack_range
def pack_range(key, packing, grad_vars, rng): """Form the concatenation of a specified range of gradient tensors. Args: key: Value under which to store meta-data in packing that will be used later to restore the grad_var list structure. packing: Dict holding data describing packed ranges of small tensors. grad_vars: List of (grad, var) pairs for one tower. rng: A pair of integers giving the first, last indices of a consecutive range of tensors to be packed. Returns: A tensor that is the concatenation of all the specified small tensors. """ to_pack = grad_vars[rng[0]:rng[1] + 1] members = [] variables = [] restore_shapes = [] with tf.name_scope("pack"): for g, v in to_pack: variables.append(v) restore_shapes.append(g.shape) with tf.device(g.device): members.append(tf.reshape(g, [-1])) packing[key] = GradPackTuple( indices=range(rng[0], rng[1] + 1), vars=variables, shapes=restore_shapes) with tf.device(members[0].device): return tf.concat(members, 0)
python
def pack_range(key, packing, grad_vars, rng): """Form the concatenation of a specified range of gradient tensors. Args: key: Value under which to store meta-data in packing that will be used later to restore the grad_var list structure. packing: Dict holding data describing packed ranges of small tensors. grad_vars: List of (grad, var) pairs for one tower. rng: A pair of integers giving the first, last indices of a consecutive range of tensors to be packed. Returns: A tensor that is the concatenation of all the specified small tensors. """ to_pack = grad_vars[rng[0]:rng[1] + 1] members = [] variables = [] restore_shapes = [] with tf.name_scope("pack"): for g, v in to_pack: variables.append(v) restore_shapes.append(g.shape) with tf.device(g.device): members.append(tf.reshape(g, [-1])) packing[key] = GradPackTuple( indices=range(rng[0], rng[1] + 1), vars=variables, shapes=restore_shapes) with tf.device(members[0].device): return tf.concat(members, 0)
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Form the concatenation of a specified range of gradient tensors. Args: key: Value under which to store meta-data in packing that will be used later to restore the grad_var list structure. packing: Dict holding data describing packed ranges of small tensors. grad_vars: List of (grad, var) pairs for one tower. rng: A pair of integers giving the first, last indices of a consecutive range of tensors to be packed. Returns: A tensor that is the concatenation of all the specified small tensors.
[ "Form", "the", "concatenation", "of", "a", "specified", "range", "of", "gradient", "tensors", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L488-L517
train
Form the concatenation of a range of small tensors.
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(2119 - 2071) + chr(111) + chr(82 - 27), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b100100 + 0o17), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\x37' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(11886 - 11775) + chr(50) + '\x32', 0b1000), ehT0Px3KOsy9(chr(752 - 704) + chr(0b1100110 + 0o11) + chr(49) + chr(187 - 133) + chr(2033 - 1983), 16060 - 16052), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(0b110011) + chr(1565 - 1510), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2093 - 2044) + '\x34' + chr(0b111 + 0o53), 33924 - 33916), ehT0Px3KOsy9(chr(48) + '\157' + chr(2301 - 2250) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(202 - 150) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + '\x33' + chr(0b110001) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(0b10100 + 0o37) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b110011) + chr(50) + chr(0b1111 + 0o47), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(0b110010) + chr(0b1001 + 0o47) + chr(863 - 813), 0b1000), ehT0Px3KOsy9('\x30' + chr(4782 - 4671) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100101 + 0o15) + chr(0b110101) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11668 - 11557) + chr(907 - 853) + chr(0b110000), 23544 - 23536), ehT0Px3KOsy9(chr(1399 - 1351) + chr(0b1010101 + 0o32) + '\062' + chr(48) + chr(2219 - 2170), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(0b10010 + 0o41) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100111 + 0o13) + chr(0b110001) + chr(0b110010), 9464 - 9456), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(50) + chr(0b110110), 58323 - 58315), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b101101 + 0o6) + chr(0b110110) + chr(0b110110), 23709 - 23701), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o51) + chr(2042 - 1988), 20696 - 20688), ehT0Px3KOsy9(chr(227 - 179) + '\157' + '\062' + chr(0b100100 + 0o16) + chr(622 - 568), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x37' + chr(0b11100 + 0o30), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\065' + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(706 - 657) + chr(55), 8), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + '\062' + chr(2379 - 2327) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(4397 - 4286) + chr(0b10101 + 0o35) + '\x33' + chr(0b111 + 0o51), 0b1000), ehT0Px3KOsy9(chr(375 - 327) + '\x6f' + chr(0b110011) + chr(0b110010) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(2591 - 2480) + chr(51) + chr(0b110101) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b101100 + 0o13) + chr(55), 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b110 + 0o151) + chr(0b11110 + 0o23) + chr(0b11111 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b101100 + 0o103) + chr(0b11000 + 0o32) + chr(0b100101 + 0o17) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(0b110011) + '\x33' + chr(2335 - 2281), 0b1000), ehT0Px3KOsy9('\060' + chr(11703 - 11592) + chr(0b1100 + 0o53) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(2458 - 2404) + chr(0b10010 + 0o45), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(1945 - 1894) + chr(2278 - 2224), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b11100 + 0o123) + chr(0b110010) + chr(51) + '\x30', 8), ehT0Px3KOsy9(chr(149 - 101) + '\x6f' + chr(49) + chr(48) + chr(0b110110), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\065' + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b')'), '\144' + '\145' + chr(99) + chr(0b100 + 0o153) + chr(7695 - 7595) + chr(101))('\x75' + '\x74' + '\x66' + '\x2d' + chr(0b111 + 0o61)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def sfvz34Kfe0Sr(K3J4ZwSlE0sT, EIsLJ2Gp1jEW, VHg_4JGTyJv5, OKPXzuZwN61O): tnbcpiblsFo4 = VHg_4JGTyJv5[OKPXzuZwN61O[ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(11277 - 11166) + '\060', 8)]:OKPXzuZwN61O[ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001), ord("\x08"))] + ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(629 - 518) + '\x31', 8)] phtlVMknxiSi = [] DaDu8eJMPmzT = [] ME18R10IBDDH = [] with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'iz\xd2w-,\x01wT\xaa'), chr(0b1000100 + 0o40) + chr(0b10101 + 0o120) + '\x63' + '\157' + chr(0b1010111 + 0o15) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(84 - 39) + chr(0b11011 + 0o35)))(xafqLlk3kkUe(SXOLrMavuUCe(b'wz\xdcy'), '\144' + chr(7334 - 7233) + '\x63' + chr(111) + '\144' + chr(0b1100101))(chr(117) + '\164' + '\x66' + chr(45) + chr(56))): for (RWHpzFEeviFP, cMbll0QYhULo) in tnbcpiblsFo4: xafqLlk3kkUe(DaDu8eJMPmzT, xafqLlk3kkUe(SXOLrMavuUCe(b'fk\xcfw\x1c;'), chr(0b1010101 + 0o17) + '\145' + chr(1503 - 1404) + chr(111) + chr(0b1100100) + chr(1852 - 1751))(chr(0b1110101) + chr(116) + '\x66' + '\x2d' + chr(56)))(cMbll0QYhULo) xafqLlk3kkUe(ME18R10IBDDH, xafqLlk3kkUe(SXOLrMavuUCe(b'fk\xcfw\x1c;'), '\144' + '\x65' + chr(0b101010 + 0o71) + '\157' + '\144' + chr(0b1100101))(chr(0b110110 + 0o77) + chr(1316 - 1200) + '\x66' + chr(45) + '\x38'))(xafqLlk3kkUe(RWHpzFEeviFP, xafqLlk3kkUe(SXOLrMavuUCe(b'iz\xcaK\x14\x13\x05tp\xbfz\xb4'), chr(0b1100100) + chr(1115 - 1014) + '\x63' + chr(5963 - 5852) + chr(0b101100 + 0o70) + chr(9322 - 9221))('\165' + chr(0b1110100) + chr(4977 - 4875) + chr(45) + chr(56)))) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'c~\xc9{\x11:'), '\144' + '\145' + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(11054 - 10937) + '\x74' + chr(0b1100110) + chr(0b10 + 0o53) + chr(0b111000)))(xafqLlk3kkUe(RWHpzFEeviFP, xafqLlk3kkUe(SXOLrMavuUCe(b'c~\xc9{\x11:'), chr(100) + chr(0b11111 + 0o106) + chr(99) + chr(0b1101111) + chr(0b1011101 + 0o7) + chr(101))(chr(117) + chr(0b100000 + 0o124) + '\x66' + chr(45) + chr(56)))): xafqLlk3kkUe(phtlVMknxiSi, xafqLlk3kkUe(SXOLrMavuUCe(b'fk\xcfw\x1c;'), chr(0b1100100) + '\145' + '\x63' + chr(5656 - 5545) + chr(100) + chr(101))(chr(6999 - 6882) + chr(0b1100000 + 0o24) + chr(0b101111 + 0o67) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'u~\xccz\x13/\x07'), chr(0b101100 + 0o70) + '\145' + '\x63' + chr(0b1001101 + 0o42) + chr(1820 - 1720) + '\145')(chr(0b1011100 + 0o31) + '\x74' + '\x66' + '\x2d' + chr(0b100101 + 0o23)))(RWHpzFEeviFP, [-ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10 + 0o57), 8)])) EIsLJ2Gp1jEW[K3J4ZwSlE0sT] = dsNT9F5xQoLx(indices=vQr8gNKaIaWE(OKPXzuZwN61O[ehT0Px3KOsy9(chr(48) + '\x6f' + '\060', 8)], OKPXzuZwN61O[ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(49), 8)] + ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b111000 + 0o67) + '\061', 8)), vars=DaDu8eJMPmzT, shapes=ME18R10IBDDH) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'c~\xc9{\x11:'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b100011 + 0o101) + chr(101))(chr(0b111000 + 0o75) + chr(0b1110100) + '\146' + chr(608 - 563) + chr(0b111000)))(xafqLlk3kkUe(phtlVMknxiSi[ehT0Px3KOsy9(chr(296 - 248) + '\x6f' + chr(48), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'c~\xc9{\x11:'), '\144' + chr(0b1100001 + 0o4) + chr(0b1100011) + chr(111) + chr(3178 - 3078) + '\x65')('\165' + '\x74' + '\146' + '\x2d' + '\x38'))): return xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'dt\xd1q\x13+'), chr(100) + chr(0b1100101) + chr(4921 - 4822) + chr(0b1010 + 0o145) + chr(0b110110 + 0o56) + chr(101))(chr(4435 - 4318) + chr(0b10111 + 0o135) + chr(7401 - 7299) + chr(0b1100 + 0o41) + '\070'))(phtlVMknxiSi, ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11100 + 0o24), 8))
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
unpack_grad_tuple
def unpack_grad_tuple(gv, gpt): """Unpack a previously packed collection of gradient tensors. Args: gv: A (grad, var) pair to be unpacked. gpt: A GradPackTuple describing the packing operation that produced gv. Returns: A list of (grad, var) pairs corresponding to the values that were originally packed into gv, maybe following subsequent operations like reduction. """ elt_widths = [x.num_elements() for x in gpt.shapes] with tf.device(gv[0][0].device): with tf.name_scope("unpack"): splits = tf.split(gv[0], elt_widths) unpacked_gv = [] for idx, s in enumerate(splits): unpacked_gv.append((tf.reshape(s, gpt.shapes[idx]), gpt.vars[idx])) return unpacked_gv
python
def unpack_grad_tuple(gv, gpt): """Unpack a previously packed collection of gradient tensors. Args: gv: A (grad, var) pair to be unpacked. gpt: A GradPackTuple describing the packing operation that produced gv. Returns: A list of (grad, var) pairs corresponding to the values that were originally packed into gv, maybe following subsequent operations like reduction. """ elt_widths = [x.num_elements() for x in gpt.shapes] with tf.device(gv[0][0].device): with tf.name_scope("unpack"): splits = tf.split(gv[0], elt_widths) unpacked_gv = [] for idx, s in enumerate(splits): unpacked_gv.append((tf.reshape(s, gpt.shapes[idx]), gpt.vars[idx])) return unpacked_gv
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Unpack a previously packed collection of gradient tensors. Args: gv: A (grad, var) pair to be unpacked. gpt: A GradPackTuple describing the packing operation that produced gv. Returns: A list of (grad, var) pairs corresponding to the values that were originally packed into gv, maybe following subsequent operations like reduction.
[ "Unpack", "a", "previously", "packed", "collection", "of", "gradient", "tensors", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L520-L540
train
Unpack a previously packed collection of gradient tensors into a list of tuples corresponding to the values that were originally packed into gv.
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) + '\x36' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(52) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1011011 + 0o24) + chr(0b1001 + 0o52) + chr(0b10011 + 0o40) + chr(0b101110 + 0o2), 0o10), ehT0Px3KOsy9(chr(244 - 196) + '\x6f' + chr(0b110010) + '\x36' + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(4000 - 3889) + chr(51) + '\063', 12661 - 12653), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(55) + chr(54), 12853 - 12845), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1011 + 0o54) + chr(0b100000 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(1211 - 1159) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(710 - 662) + chr(111) + '\x32' + chr(0b110010) + chr(0b110111), 14459 - 14451), ehT0Px3KOsy9(chr(1391 - 1343) + chr(12148 - 12037) + chr(2353 - 2298) + chr(1092 - 1040), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + '\063' + '\x33' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(1819 - 1771) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(986 - 936) + chr(0b110000) + chr(55), 22628 - 22620), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x33' + '\x32', 20070 - 20062), ehT0Px3KOsy9('\x30' + chr(4936 - 4825) + chr(0b100111 + 0o14) + chr(0b110000) + '\065', 0o10), ehT0Px3KOsy9(chr(1815 - 1767) + chr(0b1100001 + 0o16) + chr(0b110001) + '\x37' + chr(54), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(9760 - 9649) + '\x33' + chr(0b110001) + chr(0b100100 + 0o21), 50172 - 50164), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\061' + '\x30', 526 - 518), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(51) + '\063', 28027 - 28019), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110011) + chr(0b110100) + '\x32', 43630 - 43622), ehT0Px3KOsy9(chr(48) + chr(1256 - 1145) + chr(0b110100) + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + chr(1971 - 1922) + chr(0b110101) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100111 + 0o12) + '\067' + chr(0b11011 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(248 - 197) + chr(0b10100 + 0o37) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(50) + '\x37', 8), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + '\062' + chr(52) + chr(0b110010), 27074 - 27066), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(7419 - 7308) + '\061' + chr(0b110010) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b100111 + 0o12) + '\064' + chr(0b110100), 8), ehT0Px3KOsy9(chr(280 - 232) + chr(111) + chr(1726 - 1676) + '\x37' + chr(0b101011 + 0o13), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(2033 - 1984) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(10631 - 10520) + '\x33' + chr(0b10100 + 0o43) + chr(0b100110 + 0o13), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100010 + 0o20) + chr(1360 - 1305) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b110010) + '\x37' + chr(54), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110000), 37697 - 37689), ehT0Px3KOsy9('\060' + chr(111) + chr(2332 - 2281) + chr(1953 - 1904), 0b1000), ehT0Px3KOsy9('\x30' + chr(10988 - 10877) + '\x33' + chr(0b101011 + 0o10) + chr(367 - 316), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x36' + '\065', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(2705 - 2652) + chr(177 - 129), 21579 - 21571)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b'), chr(456 - 356) + chr(0b1111 + 0o126) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def LupBwk4EwQnp(wTjNtANGEgO1, SudxvfPfqiFR): _QgQvte6l6MR = [OeWW0F1dBPRQ.num_elements() for OeWW0F1dBPRQ in SudxvfPfqiFR.shapes] with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x01\xae\xdax\x1b'), chr(0b1100100) + '\x65' + chr(0b1011111 + 0o4) + chr(0b100 + 0o153) + '\x64' + chr(9924 - 9823))(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(0b100010 + 0o26)))(xafqLlk3kkUe(wTjNtANGEgO1[ehT0Px3KOsy9('\060' + chr(9109 - 8998) + '\x30', 9669 - 9661)][ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(1433 - 1385), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x01\xae\xdax\x1b'), chr(4581 - 4481) + '\x65' + chr(713 - 614) + chr(5090 - 4979) + chr(0b1100100) + chr(4355 - 4254))(chr(0b0 + 0o165) + chr(11004 - 10888) + chr(0b1100110) + '\055' + '\x38'))): with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'[\x05\xb5\xd6D\rZM\xe7Y'), '\x64' + '\145' + chr(0b111100 + 0o47) + chr(6682 - 6571) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1000 + 0o154) + chr(7941 - 7839) + chr(1193 - 1148) + chr(0b1100 + 0o54)))(xafqLlk3kkUe(SXOLrMavuUCe(b'@\n\xa8\xd2x\x15'), '\144' + chr(376 - 275) + '\143' + chr(0b110101 + 0o72) + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(0b10101 + 0o121) + chr(0b11000 + 0o25) + '\070')): uSBCRSw0LUmo = IDJ2eXGCBCDu.split(wTjNtANGEgO1[ehT0Px3KOsy9('\060' + chr(111) + '\060', 8)], _QgQvte6l6MR) kIjC5CgafZpH = [] for (YlqusYB6InkM, vGrByMSYMp9h) in YlkZvXL8qwsX(uSBCRSw0LUmo): xafqLlk3kkUe(kIjC5CgafZpH, xafqLlk3kkUe(SXOLrMavuUCe(b'T\x14\xa8\xd6u\x1a'), '\x64' + '\x65' + chr(494 - 395) + '\x6f' + chr(100) + '\x65')(chr(0b100110 + 0o117) + chr(0b1110100) + chr(0b1011010 + 0o14) + chr(0b10110 + 0o27) + '\070'))((xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'G\x01\xab\xdbz\x0e\\'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + '\144' + '\x65')('\x75' + chr(116) + '\146' + '\x2d' + chr(1632 - 1576)))(vGrByMSYMp9h, xafqLlk3kkUe(SudxvfPfqiFR, xafqLlk3kkUe(SXOLrMavuUCe(b'F\x0c\xb9\xc3~\r'), chr(100) + chr(101) + '\x63' + chr(0b1010101 + 0o32) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(102) + chr(126 - 81) + '\070'))[YlqusYB6InkM]), xafqLlk3kkUe(SudxvfPfqiFR, xafqLlk3kkUe(SXOLrMavuUCe(b'C\x05\xaa\xc0'), '\144' + chr(5598 - 5497) + chr(0b1100011) + chr(0b1000110 + 0o51) + chr(0b1100100) + chr(0b10011 + 0o122))(chr(0b1110101) + chr(0b1000001 + 0o63) + chr(0b1100110) + chr(45) + chr(788 - 732)))[YlqusYB6InkM])) return kIjC5CgafZpH
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
pack_small_tensors
def pack_small_tensors(tower_grads, max_bytes=0): """Concatenate gradients together more intelligently. Does binpacking Args: tower_grads: List of lists of (gradient, variable) tuples. max_bytes: Int giving max number of bytes in a tensor that may be considered small. """ assert max_bytes >= 0 orig_grads = [g for g, _ in tower_grads[0]] # Check to make sure sizes are accurate; not entirely important assert all(g.dtype == tf.float32 for g in orig_grads) sizes = [4 * g.shape.num_elements() for g in orig_grads] print_stats(sizes) small_ranges = [] large_indices = [] new_sizes = [] def end_interval(indices, small_ranges, large_indices): if len(indices) > 1: small_ranges.insert(0, [indices[0], indices[-1]]) else: large_indices.insert(0, indices[0]) cur_range = [] cur_size = 0 for i, s in reversed(list(enumerate(sizes))): if cur_size > max_bytes: end_interval(cur_range, small_ranges, large_indices) new_sizes.insert(0, cur_size) cur_range = [] cur_size = 0 cur_range.insert(0, i) cur_size += s end_interval(cur_range, small_ranges, large_indices) new_sizes.insert(0, cur_size) print_stats(new_sizes) num_gv = len(orig_grads) packing = {} if len(small_ranges): new_tower_grads = [] for dev_idx, gv_list in enumerate(tower_grads): assert len(gv_list) == num_gv, ( "Possible cause: " "Networks constructed on different workers " "don't have the same number of variables. " "If you use tf.GraphKeys or tf.global_variables() " "with multiple graphs per worker during network " "construction, you need to use " "appropriate scopes, see " "https://github.com/ray-project/ray/issues/3136") new_gv_list = [] for r in small_ranges: key = "%d:%d" % (dev_idx, len(new_gv_list)) new_gv_list.append((pack_range(key, packing, gv_list, r), "packing_var_placeholder")) for i in large_indices: new_gv_list.append(gv_list[i]) new_tower_grads.append(new_gv_list) return new_tower_grads, packing else: return tower_grads, None
python
def pack_small_tensors(tower_grads, max_bytes=0): """Concatenate gradients together more intelligently. Does binpacking Args: tower_grads: List of lists of (gradient, variable) tuples. max_bytes: Int giving max number of bytes in a tensor that may be considered small. """ assert max_bytes >= 0 orig_grads = [g for g, _ in tower_grads[0]] # Check to make sure sizes are accurate; not entirely important assert all(g.dtype == tf.float32 for g in orig_grads) sizes = [4 * g.shape.num_elements() for g in orig_grads] print_stats(sizes) small_ranges = [] large_indices = [] new_sizes = [] def end_interval(indices, small_ranges, large_indices): if len(indices) > 1: small_ranges.insert(0, [indices[0], indices[-1]]) else: large_indices.insert(0, indices[0]) cur_range = [] cur_size = 0 for i, s in reversed(list(enumerate(sizes))): if cur_size > max_bytes: end_interval(cur_range, small_ranges, large_indices) new_sizes.insert(0, cur_size) cur_range = [] cur_size = 0 cur_range.insert(0, i) cur_size += s end_interval(cur_range, small_ranges, large_indices) new_sizes.insert(0, cur_size) print_stats(new_sizes) num_gv = len(orig_grads) packing = {} if len(small_ranges): new_tower_grads = [] for dev_idx, gv_list in enumerate(tower_grads): assert len(gv_list) == num_gv, ( "Possible cause: " "Networks constructed on different workers " "don't have the same number of variables. " "If you use tf.GraphKeys or tf.global_variables() " "with multiple graphs per worker during network " "construction, you need to use " "appropriate scopes, see " "https://github.com/ray-project/ray/issues/3136") new_gv_list = [] for r in small_ranges: key = "%d:%d" % (dev_idx, len(new_gv_list)) new_gv_list.append((pack_range(key, packing, gv_list, r), "packing_var_placeholder")) for i in large_indices: new_gv_list.append(gv_list[i]) new_tower_grads.append(new_gv_list) return new_tower_grads, packing else: return tower_grads, None
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Concatenate gradients together more intelligently. Does binpacking Args: tower_grads: List of lists of (gradient, variable) tuples. max_bytes: Int giving max number of bytes in a tensor that may be considered small.
[ "Concatenate", "gradients", "together", "more", "intelligently", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L543-L606
train
Concatenate gradients together more intelligently.
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8252) + chr(0b10101 + 0o35) + chr(0b110111) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x37' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4977 - 4866) + chr(0b110011) + chr(50) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(50) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(0b110001) + '\061' + '\067', 28082 - 28074), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(0b110100) + chr(514 - 465), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10111 + 0o37) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(547 - 497) + chr(53) + chr(566 - 516), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110110) + chr(55), 60803 - 60795), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(54) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7818 - 7707) + '\x31' + chr(54) + '\x36', 0b1000), ehT0Px3KOsy9(chr(2186 - 2138) + chr(0b1101111) + chr(0b110001) + chr(50) + chr(547 - 494), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110010) + chr(1963 - 1912), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\064' + chr(1582 - 1528), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b110011 + 0o4) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + '\x31' + chr(695 - 645) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(1698 - 1650) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(2302 - 2191) + chr(0b11111 + 0o24) + chr(55) + '\063', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110 + 0o61) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1714 - 1659) + chr(0b10111 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(2082 - 2031) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101010 + 0o10) + '\067' + chr(0b101000 + 0o11), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b1101 + 0o45) + '\x33' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100000 + 0o23) + '\062' + chr(51), 33528 - 33520), ehT0Px3KOsy9(chr(2183 - 2135) + chr(12030 - 11919) + chr(1690 - 1638) + chr(49), 8), ehT0Px3KOsy9('\060' + chr(1794 - 1683) + chr(228 - 176) + '\060', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1010001 + 0o36) + '\x33' + chr(0b110000) + '\067', 32199 - 32191), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + '\062' + chr(2393 - 2342) + chr(0b110100), 19762 - 19754), ehT0Px3KOsy9(chr(48) + chr(7984 - 7873) + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b101011 + 0o13) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(78 - 29) + chr(769 - 721) + chr(0b11010 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(1666 - 1617) + chr(0b11100 + 0o32) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1 + 0o156) + '\063' + '\x37' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(232 - 182) + '\x37' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + '\x32' + chr(0b110101) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\061' + chr(505 - 456) + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(12222 - 12111) + chr(173 - 124) + chr(54) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(54) + '\x30', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x92'), chr(1177 - 1077) + '\x65' + '\x63' + '\157' + '\x64' + '\x65')(chr(6211 - 6094) + chr(11217 - 11101) + chr(0b10111 + 0o117) + chr(0b10111 + 0o26) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def xYlXhHU_HXHm(Ig_0u1X7A2mt, gygdJO5pu3qw=ehT0Px3KOsy9(chr(1365 - 1317) + chr(0b1101111) + chr(1660 - 1612), 19922 - 19914)): assert gygdJO5pu3qw >= ehT0Px3KOsy9('\060' + chr(111) + '\060', 8) fMufyYvKfQ50 = [RWHpzFEeviFP for (RWHpzFEeviFP, VNGQdHSFPrso) in Ig_0u1X7A2mt[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10101 + 0o33), 8)]] assert Dl48nj1rbi23((xafqLlk3kkUe(RWHpzFEeviFP, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\xab\x80\xae\x06j\\\xcf\x1a\x80\x03='), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(7542 - 7431) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + '\055' + chr(2767 - 2711))) == xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x94\xb9\xf6;\x12\x00'), chr(8566 - 8466) + chr(9373 - 9272) + chr(99) + chr(11356 - 11245) + '\144' + chr(0b101010 + 0o73))('\x75' + '\164' + chr(102) + chr(1834 - 1789) + '\x38')) for RWHpzFEeviFP in fMufyYvKfQ50)) Q55tUpoH0W5L = [ehT0Px3KOsy9('\x30' + chr(1762 - 1651) + chr(0b110100), 0o10) * RWHpzFEeviFP.shape.num_elements() for RWHpzFEeviFP in fMufyYvKfQ50] xkHMUIlxGGNC(Q55tUpoH0W5L) SN3ULW4S_JZn = [] FRXfubryVoQV = [] eQgxpNAPjbCi = [] def _YQmDDL9KVtW(pIcoaXENl5Pw, SN3ULW4S_JZn, FRXfubryVoQV): if c2A0yzQpDQB3(pIcoaXENl5Pw) > ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49), 0b1000): xafqLlk3kkUe(SN3ULW4S_JZn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x96\xa5\xf2=U'), chr(100) + '\x65' + chr(3504 - 3405) + chr(0b1101111) + '\x64' + chr(4000 - 3899))(chr(1135 - 1018) + '\x74' + chr(306 - 204) + '\x2d' + '\x38'))(ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(0b110000), 8), [pIcoaXENl5Pw[ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110000), 8)], pIcoaXENl5Pw[-ehT0Px3KOsy9(chr(1969 - 1921) + '\x6f' + chr(0b110001), 8)]]) else: xafqLlk3kkUe(FRXfubryVoQV, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x96\xa5\xf2=U'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b111 + 0o135) + '\145')(chr(2161 - 2044) + chr(0b1100010 + 0o22) + chr(102) + '\055' + '\x38'))(ehT0Px3KOsy9(chr(1030 - 982) + '\x6f' + '\060', 8), pIcoaXENl5Pw[ehT0Px3KOsy9(chr(48) + chr(111) + '\060', 8)]) CJD71prlvlwx = [] HYQLHMprJFBs = ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000), 8) for (WVxHKyX45z_L, vGrByMSYMp9h) in RFiwrCZH9Ie6(YyaZ4tpXu4lf(YlkZvXL8qwsX(Q55tUpoH0W5L))): if HYQLHMprJFBs > gygdJO5pu3qw: _YQmDDL9KVtW(CJD71prlvlwx, SN3ULW4S_JZn, FRXfubryVoQV) xafqLlk3kkUe(eQgxpNAPjbCi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x96\xa5\xf2=U'), chr(7413 - 7313) + '\x65' + '\143' + chr(111) + chr(0b10011 + 0o121) + chr(9188 - 9087))('\x75' + chr(0b101100 + 0o110) + chr(0b1100101 + 0o1) + chr(0b101101) + chr(0b111000)))(ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(4396 - 4285) + chr(0b100101 + 0o13), 8), HYQLHMprJFBs) CJD71prlvlwx = [] HYQLHMprJFBs = ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1899 - 1851), 8) xafqLlk3kkUe(CJD71prlvlwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x96\xa5\xf2=U'), '\x64' + '\145' + chr(1688 - 1589) + '\x6f' + chr(4084 - 3984) + chr(3986 - 3885))(chr(2945 - 2828) + '\164' + chr(0b1100100 + 0o2) + chr(297 - 252) + '\x38'))(ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b110000), 8), WVxHKyX45z_L) HYQLHMprJFBs += vGrByMSYMp9h _YQmDDL9KVtW(CJD71prlvlwx, SN3ULW4S_JZn, FRXfubryVoQV) xafqLlk3kkUe(eQgxpNAPjbCi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x96\xa5\xf2=U'), chr(0b101000 + 0o74) + chr(101) + chr(99) + chr(0b110011 + 0o74) + '\144' + '\x65')(chr(6130 - 6013) + chr(116) + chr(0b11010 + 0o114) + chr(0b100001 + 0o14) + chr(0b101 + 0o63)))(ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\060', 8), HYQLHMprJFBs) xkHMUIlxGGNC(eQgxpNAPjbCi) Z5ZtjYkro2VR = c2A0yzQpDQB3(fMufyYvKfQ50) EIsLJ2Gp1jEW = {} if c2A0yzQpDQB3(SN3ULW4S_JZn): TDnQaDzrag9d = [] for (_Ku6b9Tp9sxY, WseqjBWsrXnI) in YlkZvXL8qwsX(Ig_0u1X7A2mt): assert c2A0yzQpDQB3(WseqjBWsrXnI) == Z5ZtjYkro2VR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xec\x97\xa5\xe4&C^\xcfW\xabU\x03&\xf6\xdc\xdb\x1a!\x8f\tV,\xd2\xe9\xf3BO\xa9\xefR\xc75r\x04\x98\xda\x8b \x1b\x90\xd8\x91\xb0\xf1*SW\xc4\x03\xe8C\x19\'\xf8\x83\x89\'d\x9f\x11Wy\xcd\xba\xbb@V\xa2\xbcR\xdd%1\x03\x9c\xd3\xceo\x1b\xc5\xd1\x9a\xb3\xe5oNT\x8a\x01\xa9F\x1f4\xf1\x8a\x9e\'j\xdb7_~\xc0\xf5\xa6\x01U\xb4\xf9\x06\xc1&?7\x8f\xdf\xdb\'>\xd5\xc5\x8b\xf6\xf8=\x01F\xccY\xafX\x197\xf2\x8a\xa4"%\x89\x17X<\xd5\xff\xa0\t\t\xe7\xebO\xc1(1\x1d\x88\xd2\xdf&\x05\xdc\xd9\xd8\xb1\xe5.QZ\xd9W\xb8Q\x04u\xe4\x89\x89?!\x89^]+\xcb\xf3\xbdF\x00\xa9\xf9R\xc2/c\x1b\xdd\xdd\xc4!\x06\xc4\xce\x8d\xb5\xe3&N\\\x86W\xb1[\x03u\xfd\x83\x9e0d\x8f\x11\x19+\xca\xff\xf3@P\xb7\xeeI\xc52x\x11\x89\xdb\x8b<\x16\xdf\xcc\x9d\xa5\xbboRW\xcfW\xa0@\x02%\xe0\xdc\xd4{#\x92\nQ+\xdb\xb4\xb0NM\xe8\xeeG\xccma\x02\x92\xd4\xce,\x01\x9f\xce\x99\xaf\xb8&RA\xdf\x12\xbb\x1bEd\xa0\xd0'), '\144' + chr(860 - 759) + '\143' + chr(0b11101 + 0o122) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(2725 - 2623) + chr(0b101101) + '\070') OUcsZmom_63Y = [] for JWG5qApaeJkp in SN3ULW4S_JZn: K3J4ZwSlE0sT = xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x9c\xec\xb2+'), '\144' + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))('\165' + '\x74' + chr(6306 - 6204) + chr(0b110 + 0o47) + '\x38') % (_Ku6b9Tp9sxY, c2A0yzQpDQB3(OUcsZmom_63Y)) xafqLlk3kkUe(OUcsZmom_63Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\x88\xa6\xf2!E'), chr(448 - 348) + chr(0b10101 + 0o120) + '\x63' + chr(9379 - 9268) + chr(5955 - 5855) + '\x65')(chr(117) + chr(0b1110100) + chr(7910 - 7808) + '\055' + '\x38'))((sfvz34Kfe0Sr(K3J4ZwSlE0sT, EIsLJ2Gp1jEW, WseqjBWsrXnI, JWG5qApaeJkp), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x99\xb5\xfc&OU\xf5\x01\xa9F)%\xff\x87\x981,\x94\x12];\xcb'), '\144' + chr(101) + chr(0b10101 + 0o116) + chr(111) + '\x64' + '\x65')('\x75' + chr(5360 - 5244) + chr(0b1010 + 0o134) + chr(0b1101 + 0o40) + chr(56)))) for WVxHKyX45z_L in FRXfubryVoQV: xafqLlk3kkUe(OUcsZmom_63Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\x88\xa6\xf2!E'), chr(0b1100100) + chr(101) + '\143' + '\x6f' + chr(1863 - 1763) + '\x65')(chr(117) + '\164' + chr(0b1100110) + '\x2d' + '\070'))(WseqjBWsrXnI[WVxHKyX45z_L]) xafqLlk3kkUe(TDnQaDzrag9d, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\x88\xa6\xf2!E'), chr(0b1100100) + chr(0b1010111 + 0o16) + chr(0b1100011) + chr(0b1000 + 0o147) + '\144' + chr(0b1100101))('\x75' + '\164' + chr(0b1100001 + 0o5) + chr(1553 - 1508) + chr(0b111000)))(OUcsZmom_63Y) return (TDnQaDzrag9d, EIsLJ2Gp1jEW) else: return (Ig_0u1X7A2mt, None)
ray-project/ray
python/ray/experimental/sgd/modified_allreduce.py
unpack_small_tensors
def unpack_small_tensors(tower_grads, packing): """Undo the structure alterations to tower_grads done by pack_small_tensors. Args: tower_grads: List of List of (grad, var) tuples. packing: A dict generated by pack_small_tensors describing the changes it made to tower_grads. Returns: new_tower_grads: identical to tower_grads except that concatentations of small tensors have been split apart and returned to their original positions, paired with their original variables. """ if not packing: return tower_grads new_tower_grads = [] num_devices = len(tower_grads) num_packed = len(packing.keys()) // num_devices for dev_idx, gv_list in enumerate(tower_grads): new_gv_list = gv_list[num_packed:] for i in xrange(0, num_packed): k = "%d:%d" % (dev_idx, i) gpt = packing[k] gv = unpack_grad_tuple(gv_list[i], gpt) for gi, idx in enumerate(gpt.indices): assert idx == gpt.indices[gi] new_gv_list.insert(idx, gv[gi]) new_tower_grads.append(new_gv_list) return new_tower_grads
python
def unpack_small_tensors(tower_grads, packing): """Undo the structure alterations to tower_grads done by pack_small_tensors. Args: tower_grads: List of List of (grad, var) tuples. packing: A dict generated by pack_small_tensors describing the changes it made to tower_grads. Returns: new_tower_grads: identical to tower_grads except that concatentations of small tensors have been split apart and returned to their original positions, paired with their original variables. """ if not packing: return tower_grads new_tower_grads = [] num_devices = len(tower_grads) num_packed = len(packing.keys()) // num_devices for dev_idx, gv_list in enumerate(tower_grads): new_gv_list = gv_list[num_packed:] for i in xrange(0, num_packed): k = "%d:%d" % (dev_idx, i) gpt = packing[k] gv = unpack_grad_tuple(gv_list[i], gpt) for gi, idx in enumerate(gpt.indices): assert idx == gpt.indices[gi] new_gv_list.insert(idx, gv[gi]) new_tower_grads.append(new_gv_list) return new_tower_grads
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Undo the structure alterations to tower_grads done by pack_small_tensors. Args: tower_grads: List of List of (grad, var) tuples. packing: A dict generated by pack_small_tensors describing the changes it made to tower_grads. Returns: new_tower_grads: identical to tower_grads except that concatentations of small tensors have been split apart and returned to their original positions, paired with their original variables.
[ "Undo", "the", "structure", "alterations", "to", "tower_grads", "done", "by", "pack_small_tensors", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/modified_allreduce.py#L609-L637
train
Unpacks small tensors into a list of lists of gradients and variables.
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' + '\x33' + '\x32' + chr(1346 - 1294), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100110 + 0o13) + chr(54) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1749 - 1701) + '\x6f' + chr(50) + chr(0b110000) + chr(0b1001 + 0o56), 32506 - 32498), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(1180 - 1131), 54803 - 54795), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100 + 0o61) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b10011 + 0o35) + chr(55), 33546 - 33538), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(51) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b110000) + chr(385 - 331), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(1346 - 1297) + '\062' + '\064', 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b11101 + 0o25) + chr(49), 8), ehT0Px3KOsy9(chr(2170 - 2122) + '\157' + '\061' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(165 - 117) + chr(0b1101111) + chr(180 - 128) + '\065', 38833 - 38825), ehT0Px3KOsy9(chr(257 - 209) + chr(111) + chr(49) + chr(2179 - 2128), 0o10), ehT0Px3KOsy9(chr(407 - 359) + chr(111) + chr(434 - 382), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(0b110001) + '\066' + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1100 + 0o45) + chr(0b110 + 0o56) + chr(2295 - 2243), 8), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + chr(0b110010) + '\x30' + chr(0b10010 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(963 - 852) + '\x31' + '\061' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\x33' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x34' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + '\063' + chr(52), 59106 - 59098), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100001 + 0o20) + chr(49) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1367 - 1316) + chr(0b100001 + 0o26), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11110 + 0o24) + '\063' + chr(0b101100 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(55) + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(50) + '\062' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(1904 - 1851) + chr(0b110011 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(9817 - 9706) + chr(49) + chr(0b100011 + 0o23) + chr(49), 46183 - 46175), ehT0Px3KOsy9(chr(255 - 207) + chr(0b100111 + 0o110) + '\062' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + '\063' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(52) + chr(0b1011 + 0o54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(2174 - 2125) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001001 + 0o46) + '\x33' + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\066' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(52) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(164 - 116) + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110110) + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101011 + 0o12) + chr(0b110000), 50572 - 50564)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa'), chr(0b1100100) + chr(0b1011110 + 0o7) + chr(8850 - 8751) + '\x6f' + chr(1440 - 1340) + '\145')('\165' + chr(766 - 650) + chr(0b1100110) + chr(0b101101) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def vpFEtFqje9fe(Ig_0u1X7A2mt, EIsLJ2Gp1jEW): if not EIsLJ2Gp1jEW: return Ig_0u1X7A2mt TDnQaDzrag9d = [] eK0vLxsq0cly = c2A0yzQpDQB3(Ig_0u1X7A2mt) YNfjfp31D5kC = c2A0yzQpDQB3(EIsLJ2Gp1jEW.keys()) // eK0vLxsq0cly for (_Ku6b9Tp9sxY, WseqjBWsrXnI) in YlkZvXL8qwsX(Ig_0u1X7A2mt): OUcsZmom_63Y = WseqjBWsrXnI[YNfjfp31D5kC:] for WVxHKyX45z_L in j5ZGeMNUhyo3(ehT0Px3KOsy9('\x30' + '\x6f' + chr(48), 8), YNfjfp31D5kC): OolUPRJhRaJd = xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\x16\xbd4K'), chr(100) + chr(101) + '\x63' + chr(3651 - 3540) + '\x64' + chr(0b1100101))(chr(117) + chr(0b1101101 + 0o7) + chr(3816 - 3714) + chr(0b101101) + chr(0b100111 + 0o21)) % (_Ku6b9Tp9sxY, WVxHKyX45z_L) SudxvfPfqiFR = EIsLJ2Gp1jEW[OolUPRJhRaJd] wTjNtANGEgO1 = LupBwk4EwQnp(WseqjBWsrXnI[WVxHKyX45z_L], SudxvfPfqiFR) for (PVZOIhL8GZcI, YlqusYB6InkM) in YlkZvXL8qwsX(xafqLlk3kkUe(SudxvfPfqiFR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4;\xe4~N\x1f\x9e*\xeaaAy'), '\x64' + '\x65' + '\x63' + '\x6f' + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1011010 + 0o14) + chr(0b101101) + '\x38'))): assert YlqusYB6InkM == xafqLlk3kkUe(SudxvfPfqiFR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4;\xe4~N\x1f\x9e*\xeaaAy'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + chr(3602 - 3500) + '\055' + chr(0b11101 + 0o33)))[PVZOIhL8GZcI] xafqLlk3kkUe(OUcsZmom_63Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\x1c\xf4t]3'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(1166 - 1055) + chr(8148 - 8048) + chr(3285 - 3184))(chr(117) + chr(0b1011111 + 0o25) + '\146' + chr(45) + '\x38'))(YlqusYB6InkM, wTjNtANGEgO1[PVZOIhL8GZcI]) xafqLlk3kkUe(TDnQaDzrag9d, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\x02\xf7tA#'), chr(4673 - 4573) + chr(472 - 371) + chr(0b11110 + 0o105) + '\x6f' + '\144' + chr(2389 - 2288))('\165' + '\164' + chr(0b1100110) + chr(45) + chr(0b111000)))(OUcsZmom_63Y) return TDnQaDzrag9d
ray-project/ray
python/ray/tune/logger.py
CSVLogger._init
def _init(self): """CSV outputted with Headers as first set of results.""" # Note that we assume params.json was already created by JsonLogger progress_file = os.path.join(self.logdir, "progress.csv") self._continuing = os.path.exists(progress_file) self._file = open(progress_file, "a") self._csv_out = None
python
def _init(self): """CSV outputted with Headers as first set of results.""" # Note that we assume params.json was already created by JsonLogger progress_file = os.path.join(self.logdir, "progress.csv") self._continuing = os.path.exists(progress_file) self._file = open(progress_file, "a") self._csv_out = None
[ "def", "_init", "(", "self", ")", ":", "# Note that we assume params.json was already created by JsonLogger", "progress_file", "=", "os", ".", "path", ".", "join", "(", "self", ".", "logdir", ",", "\"progress.csv\"", ")", "self", ".", "_continuing", "=", "os", ".", "path", ".", "exists", "(", "progress_file", ")", "self", ".", "_file", "=", "open", "(", "progress_file", ",", "\"a\"", ")", "self", ".", "_csv_out", "=", "None" ]
CSV outputted with Headers as first set of results.
[ "CSV", "outputted", "with", "Headers", "as", "first", "set", "of", "results", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/logger.py#L156-L162
train
Initialize the object variables.
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(50) + '\x35' + chr(295 - 245), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b1 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + '\x31' + chr(661 - 608) + '\x30', 60677 - 60669), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(0b110001) + chr(491 - 443) + chr(0b110100), 15877 - 15869), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x36' + chr(0b10 + 0o60), 17506 - 17498), ehT0Px3KOsy9(chr(652 - 604) + chr(111) + '\063' + chr(0b110010) + chr(1377 - 1324), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1977 - 1866) + chr(0b110001) + '\x33' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(320 - 267) + chr(0b101101 + 0o6), 146 - 138), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b11100 + 0o27) + chr(0b101101 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(0b110111) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1407 - 1359) + '\157' + chr(1441 - 1390) + chr(0b110010) + chr(1132 - 1080), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(51) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(51) + chr(52) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11 + 0o60) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1000011 + 0o54) + '\x31' + '\060' + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(52) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110001), 6411 - 6403), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110111) + '\066', 51805 - 51797), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110110) + chr(0b10110 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x36' + chr(383 - 333), 0o10), ehT0Px3KOsy9(chr(332 - 284) + chr(3423 - 3312) + '\x32' + chr(55) + chr(53), 43933 - 43925), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101000 + 0o11) + chr(49) + chr(0b110000), 1099 - 1091), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + chr(345 - 294) + chr(1945 - 1895) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b10000 + 0o137) + chr(0b101000 + 0o17), 0o10), ehT0Px3KOsy9(chr(761 - 713) + '\157' + '\065', 11175 - 11167), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(7242 - 7131) + '\062' + chr(52) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(10829 - 10718) + chr(50) + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10001 + 0o42) + '\x36' + chr(2504 - 2449), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b111 + 0o57) + chr(0b110000), 11539 - 11531), ehT0Px3KOsy9(chr(1089 - 1041) + chr(0b1101111) + '\x31' + '\067' + '\066', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\x31' + chr(1182 - 1130) + chr(0b1000 + 0o55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(55) + chr(48), 9034 - 9026), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(49) + chr(0b100100 + 0o15), 0o10), ehT0Px3KOsy9(chr(1742 - 1694) + chr(0b1101010 + 0o5) + chr(0b10000 + 0o43) + chr(495 - 442) + '\063', 2076 - 2068), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100011 + 0o17) + '\062' + chr(1019 - 968), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(3657 - 3546) + chr(0b110101) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x84'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1000011 + 0o42))('\x75' + chr(0b1110100) + chr(0b11 + 0o143) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def KhqlOPpfJpVu(oVre8I6UXc3b): ro_4kgci9gv1 = oqhJDdMJfuwx.path._oWXztVNnqHF(oVre8I6UXc3b.OronQxdoNZQi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xday\x07#\xc0\xb0/\xd8t^\xa7+'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + '\x65')('\x75' + '\164' + '\146' + '\x2d' + chr(56))) oVre8I6UXc3b.mFCFa9meBN4M = oqhJDdMJfuwx.path.exists(ro_4kgci9gv1) oVre8I6UXc3b.UAjzjcmj5qa8 = _fwkIVCGgtAN(ro_4kgci9gv1, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + chr(0b111110 + 0o47))('\165' + chr(116) + '\x66' + '\x2d' + '\x38')) oVre8I6UXc3b._tc4EITQDaxs = None
ray-project/ray
python/ray/tune/logger.py
UnifiedLogger.sync_results_to_new_location
def sync_results_to_new_location(self, worker_ip): """Sends the current log directory to the remote node. Syncing will not occur if the cluster is not started with the Ray autoscaler. """ if worker_ip != self._log_syncer.worker_ip: self._log_syncer.set_worker_ip(worker_ip) self._log_syncer.sync_to_worker_if_possible()
python
def sync_results_to_new_location(self, worker_ip): """Sends the current log directory to the remote node. Syncing will not occur if the cluster is not started with the Ray autoscaler. """ if worker_ip != self._log_syncer.worker_ip: self._log_syncer.set_worker_ip(worker_ip) self._log_syncer.sync_to_worker_if_possible()
[ "def", "sync_results_to_new_location", "(", "self", ",", "worker_ip", ")", ":", "if", "worker_ip", "!=", "self", ".", "_log_syncer", ".", "worker_ip", ":", "self", ".", "_log_syncer", ".", "set_worker_ip", "(", "worker_ip", ")", "self", ".", "_log_syncer", ".", "sync_to_worker_if_possible", "(", ")" ]
Sends the current log directory to the remote node. Syncing will not occur if the cluster is not started with the Ray autoscaler.
[ "Sends", "the", "current", "log", "directory", "to", "the", "remote", "node", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/logger.py#L241-L249
train
Sends the current log directory to the remote node.
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(2078 - 2024), 44428 - 44420), ehT0Px3KOsy9('\x30' + chr(3450 - 3339) + chr(0b110010) + chr(0b101000 + 0o17) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1077 - 1029) + chr(111) + '\x31' + '\062' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3375 - 3264) + '\063' + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2366 - 2316) + '\066' + chr(0b1100 + 0o44), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5476 - 5365) + chr(0b101 + 0o56) + '\060', 49411 - 49403), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\062' + chr(48), 56640 - 56632), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(53) + chr(0b110000), 44103 - 44095), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(250 - 199) + chr(784 - 733) + chr(0b10011 + 0o35), 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b101 + 0o152) + chr(0b110001) + '\064' + '\x30', 10186 - 10178), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1 + 0o60) + chr(0b110101) + chr(957 - 908), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3724 - 3613) + chr(1755 - 1704) + chr(0b110010) + '\063', 47776 - 47768), ehT0Px3KOsy9(chr(1726 - 1678) + '\x6f' + chr(0b110011) + '\066' + chr(1766 - 1716), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(10618 - 10507) + chr(0b10 + 0o61) + '\x37' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11100 + 0o25) + chr(0b1001 + 0o52) + chr(0b110110), 8658 - 8650), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(0b110010 + 0o1) + chr(1257 - 1202) + '\x31', 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(10720 - 10609) + chr(0b110010) + chr(1675 - 1624) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(49) + chr(1797 - 1746) + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(55) + chr(0b10101 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(54) + chr(0b101110 + 0o6), 0b1000), ehT0Px3KOsy9(chr(2139 - 2091) + '\157' + chr(0b110011) + chr(0b1001 + 0o52) + chr(1215 - 1164), 35275 - 35267), ehT0Px3KOsy9(chr(2265 - 2217) + chr(0b1100110 + 0o11) + chr(0b11111 + 0o22) + '\064' + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x34' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\060' + chr(2237 - 2188), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(78 - 29) + chr(1396 - 1345) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\060' + '\x32', 0o10), ehT0Px3KOsy9(chr(614 - 566) + chr(0b1101111) + chr(1122 - 1071) + '\x33' + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b11100 + 0o31) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b10110 + 0o131) + '\061' + chr(0b110 + 0o55) + chr(51), 35690 - 35682), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + '\x31' + '\063', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\061' + chr(473 - 425) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101011 + 0o6) + chr(52) + chr(2399 - 2350), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(50) + '\062', 0b1000), ehT0Px3KOsy9(chr(2298 - 2250) + chr(0b101 + 0o152) + '\x31' + chr(0b110000) + chr(50), 64623 - 64615), ehT0Px3KOsy9(chr(598 - 550) + chr(2020 - 1909) + chr(0b110001) + chr(746 - 697) + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(714 - 666) + chr(111) + chr(0b11100 + 0o26) + chr(52) + chr(421 - 373), 2494 - 2486), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1100 + 0o143) + chr(49) + chr(1145 - 1090) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(50) + chr(0b110110) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + '\061' + chr(52) + chr(136 - 84), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(1706 - 1658), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'('), '\144' + chr(101) + '\143' + '\157' + chr(100) + chr(101))(chr(0b1010100 + 0o41) + chr(3619 - 3503) + '\x66' + chr(45) + chr(872 - 816)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def eLiCcT6r2iiC(oVre8I6UXc3b, aS5y6eLFftup): if aS5y6eLFftup != xafqLlk3kkUe(oVre8I6UXc3b._log_syncer, xafqLlk3kkUe(SXOLrMavuUCe(b'q\xd4"\xb3\xd5j\xcf\xc1\xa8'), chr(3512 - 3412) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(1424 - 1323))(chr(117) + '\164' + '\146' + chr(0b101001 + 0o4) + '\x38')): xafqLlk3kkUe(oVre8I6UXc3b._log_syncer, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xde$\x87\xc7w\xe2\xc3\xbd\x126\xba\x82'), chr(100) + '\x65' + chr(0b1010001 + 0o22) + chr(0b100110 + 0o111) + '\x64' + '\x65')(chr(0b1110101) + chr(0b1110100) + '\146' + '\055' + chr(0b111000)))(aS5y6eLFftup) xafqLlk3kkUe(oVre8I6UXc3b._log_syncer, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xc2>\xbb\xefl\xff\xf7\xaf\x0f\x1b\xb8\x97\x8b\x01\x90\xfc\x01\r\x9b\xa8\x14L#4\xa7'), '\x64' + chr(101) + chr(3305 - 3206) + '\157' + chr(0b1000101 + 0o37) + chr(0b1100101))(chr(0b110 + 0o157) + chr(0b1110100) + '\146' + chr(45) + chr(56)))()
ray-project/ray
python/ray/tune/automl/search_policy.py
deep_insert
def deep_insert(path_list, value, config): """Inserts value into config by path, generating intermediate dictionaries. Example: >>> deep_insert(path.split("."), value, {}) """ if len(path_list) > 1: inside_config = config.setdefault(path_list[0], {}) deep_insert(path_list[1:], value, inside_config) else: config[path_list[0]] = value
python
def deep_insert(path_list, value, config): """Inserts value into config by path, generating intermediate dictionaries. Example: >>> deep_insert(path.split("."), value, {}) """ if len(path_list) > 1: inside_config = config.setdefault(path_list[0], {}) deep_insert(path_list[1:], value, inside_config) else: config[path_list[0]] = value
[ "def", "deep_insert", "(", "path_list", ",", "value", ",", "config", ")", ":", "if", "len", "(", "path_list", ")", ">", "1", ":", "inside_config", "=", "config", ".", "setdefault", "(", "path_list", "[", "0", "]", ",", "{", "}", ")", "deep_insert", "(", "path_list", "[", "1", ":", "]", ",", "value", ",", "inside_config", ")", "else", ":", "config", "[", "path_list", "[", "0", "]", "]", "=", "value" ]
Inserts value into config by path, generating intermediate dictionaries. Example: >>> deep_insert(path.split("."), value, {})
[ "Inserts", "value", "into", "config", "by", "path", "generating", "intermediate", "dictionaries", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automl/search_policy.py#L18-L28
train
Inserts value into config by path generating intermediate dictionaries.
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) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4741 - 4630) + chr(0b1111 + 0o44) + '\066' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1819 - 1771) + '\157' + '\x35' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(0b110011) + chr(0b110101) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110000) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1001 + 0o146) + chr(285 - 236) + '\060' + chr(0b110011), 12288 - 12280), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(2102 - 1991) + chr(0b110011) + chr(0b1001 + 0o54) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(0b11 + 0o57) + '\066' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\x37' + '\067', 22227 - 22219), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\x32' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110100) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b110010) + chr(0b100110 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\063' + chr(0b110010) + chr(0b10011 + 0o36), 45113 - 45105), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(1203 - 1153) + chr(0b110011) + chr(0b100101 + 0o22), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\065' + chr(0b100111 + 0o13), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\066' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(443 - 393) + '\062' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1760 - 1712) + chr(0b111101 + 0o62) + chr(0b11010 + 0o27) + chr(0b110100) + chr(54), 29940 - 29932), ehT0Px3KOsy9(chr(599 - 551) + chr(111) + chr(49) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\x36' + chr(677 - 623), 60166 - 60158), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + '\066' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110111) + chr(0b110001 + 0o2), 62253 - 62245), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\062' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(50), 24902 - 24894), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b100010 + 0o115) + chr(0b110011) + '\x36' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b110101) + chr(79 - 27), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\066' + chr(48), 0o10), ehT0Px3KOsy9(chr(1385 - 1337) + chr(7737 - 7626) + '\062' + '\060' + '\x37', 0o10), ehT0Px3KOsy9(chr(1171 - 1123) + chr(10057 - 9946) + '\x31' + '\x33' + '\x30', 62991 - 62983), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b0 + 0o61) + chr(2373 - 2323) + '\064', 57643 - 57635), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + chr(2352 - 2301) + '\x36' + chr(0b11101 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + '\063' + chr(49) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(2063 - 2015) + chr(2220 - 2109) + chr(0b110001) + chr(53) + chr(0b101001 + 0o11), 55597 - 55589), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(0b110000), 8), ehT0Px3KOsy9('\060' + chr(9454 - 9343) + chr(0b110001) + chr(405 - 357) + chr(2893 - 2839), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o43) + chr(0b110011) + '\062', 21623 - 21615), ehT0Px3KOsy9(chr(1997 - 1949) + '\x6f' + '\062' + chr(48) + '\x37', 8), ehT0Px3KOsy9(chr(1996 - 1948) + '\x6f' + chr(51) + chr(0b110110) + '\x30', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + chr(0b1 + 0o64) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'('), '\144' + '\145' + chr(99) + chr(8542 - 8431) + chr(100) + '\145')(chr(0b1100100 + 0o21) + '\x74' + '\146' + '\055' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def RIUJ8FStDa3Z(LIcSLZkcDX9U, QmmgWUB13VCJ, jAj7S20Ct06o): if c2A0yzQpDQB3(LIcSLZkcDX9U) > ehT0Px3KOsy9('\x30' + '\x6f' + chr(1450 - 1401), 0o10): njS3ILfXBbpB = jAj7S20Ct06o.setdefault(LIcSLZkcDX9U[ehT0Px3KOsy9('\060' + chr(7481 - 7370) + chr(0b1111 + 0o41), 0o10)], {}) RIUJ8FStDa3Z(LIcSLZkcDX9U[ehT0Px3KOsy9('\x30' + '\x6f' + chr(49), 8):], QmmgWUB13VCJ, njS3ILfXBbpB) else: jAj7S20Ct06o[LIcSLZkcDX9U[ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(1970 - 1922), 8)]] = QmmgWUB13VCJ
ray-project/ray
python/ray/function_manager.py
FunctionDescriptor.from_bytes_list
def from_bytes_list(cls, function_descriptor_list): """Create a FunctionDescriptor instance from list of bytes. This function is used to create the function descriptor from backend data. Args: cls: Current class which is required argument for classmethod. function_descriptor_list: list of bytes to represent the function descriptor. Returns: The FunctionDescriptor instance created from the bytes list. """ assert isinstance(function_descriptor_list, list) if len(function_descriptor_list) == 0: # This is a function descriptor of driver task. return FunctionDescriptor.for_driver_task() elif (len(function_descriptor_list) == 3 or len(function_descriptor_list) == 4): module_name = ensure_str(function_descriptor_list[0]) class_name = ensure_str(function_descriptor_list[1]) function_name = ensure_str(function_descriptor_list[2]) if len(function_descriptor_list) == 4: return cls(module_name, function_name, class_name, function_descriptor_list[3]) else: return cls(module_name, function_name, class_name) else: raise Exception( "Invalid input for FunctionDescriptor.from_bytes_list")
python
def from_bytes_list(cls, function_descriptor_list): """Create a FunctionDescriptor instance from list of bytes. This function is used to create the function descriptor from backend data. Args: cls: Current class which is required argument for classmethod. function_descriptor_list: list of bytes to represent the function descriptor. Returns: The FunctionDescriptor instance created from the bytes list. """ assert isinstance(function_descriptor_list, list) if len(function_descriptor_list) == 0: # This is a function descriptor of driver task. return FunctionDescriptor.for_driver_task() elif (len(function_descriptor_list) == 3 or len(function_descriptor_list) == 4): module_name = ensure_str(function_descriptor_list[0]) class_name = ensure_str(function_descriptor_list[1]) function_name = ensure_str(function_descriptor_list[2]) if len(function_descriptor_list) == 4: return cls(module_name, function_name, class_name, function_descriptor_list[3]) else: return cls(module_name, function_name, class_name) else: raise Exception( "Invalid input for FunctionDescriptor.from_bytes_list")
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Create a FunctionDescriptor instance from list of bytes. This function is used to create the function descriptor from backend data. Args: cls: Current class which is required argument for classmethod. function_descriptor_list: list of bytes to represent the function descriptor. Returns: The FunctionDescriptor instance created from the bytes list.
[ "Create", "a", "FunctionDescriptor", "instance", "from", "list", "of", "bytes", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/function_manager.py#L73-L103
train
This function is used to create a FunctionDescriptor instance from a list of bytes.
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) + '\157' + chr(0b11010 + 0o30) + '\064' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110100 + 0o1) + chr(52), 0b1000), ehT0Px3KOsy9(chr(487 - 439) + chr(6181 - 6070) + '\062' + '\x35' + chr(777 - 724), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1954 - 1904) + '\060' + '\x31', 42232 - 42224), ehT0Px3KOsy9(chr(0b110000) + chr(728 - 617) + '\x31' + chr(53) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1595 - 1547) + chr(111) + '\x33' + '\x30' + chr(0b110010), 63673 - 63665), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + '\x31' + '\x36' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\x34' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b101110 + 0o5) + '\x35', 17658 - 17650), ehT0Px3KOsy9(chr(48) + chr(2246 - 2135) + chr(1268 - 1213) + chr(0b10010 + 0o41), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(51) + chr(0b110011) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x34' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(90 - 42) + chr(0b111010 + 0o65) + '\x31' + chr(53) + chr(0b11 + 0o61), 0b1000), ehT0Px3KOsy9(chr(406 - 358) + chr(4173 - 4062) + chr(331 - 281) + chr(0b110001) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b11110 + 0o25) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + chr(0b110011) + chr(53) + chr(52), 0o10), ehT0Px3KOsy9(chr(427 - 379) + chr(0b1101111) + chr(50) + '\066' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(966 - 913) + chr(895 - 842), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(0b110010) + chr(52) + chr(875 - 821), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8259 - 8148) + chr(50) + chr(0b110101) + chr(0b1001 + 0o54), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + '\x34' + chr(0b100001 + 0o21), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + '\063' + chr(0b11 + 0o61) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(53) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10003 - 9892) + '\062' + chr(49) + chr(0b101100 + 0o4), 0b1000), ehT0Px3KOsy9('\060' + chr(8611 - 8500) + '\x37' + '\x37', 26003 - 25995), ehT0Px3KOsy9(chr(48) + chr(9739 - 9628) + '\062' + chr(2215 - 2161) + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(48), 34086 - 34078), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o24) + chr(277 - 229) + chr(50), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100100 + 0o17) + '\x36' + chr(2487 - 2436), ord("\x08")), ehT0Px3KOsy9('\060' + chr(12009 - 11898) + chr(53) + chr(2042 - 1988), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(503 - 453) + chr(54) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11110 + 0o23) + chr(55) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\x31' + chr(0b110111) + chr(0b110110), 20485 - 20477), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(1581 - 1532) + chr(0b110101), 14125 - 14117), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + chr(647 - 598) + '\061' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1011 + 0o54) + chr(0b1011 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(536 - 488) + chr(0b1111 + 0o140) + chr(205 - 156) + chr(0b110110) + chr(0b110111), 60376 - 60368)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\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'\x8c'), chr(4163 - 4063) + chr(101) + chr(99) + chr(111) + chr(0b1010001 + 0o23) + '\145')(chr(3025 - 2908) + chr(0b110100 + 0o100) + chr(0b1010001 + 0o25) + chr(45) + chr(240 - 184)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def m4C8VPpvmOv5(NSstowUUZlxS, LMXz6H2rQuix): assert PlSM16l2KDPD(LMXz6H2rQuix, YyaZ4tpXu4lf) if c2A0yzQpDQB3(LMXz6H2rQuix) == ehT0Px3KOsy9(chr(48) + '\157' + '\060', 0b1000): return xafqLlk3kkUe(Q_fVLFHEUrgb, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4C\xdf\xde\n\xb0\x19\x16\xb8I\x87Q\r\xfc\xb0'), '\144' + '\145' + '\143' + '\x6f' + '\x64' + chr(0b100101 + 0o100))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(1374 - 1329) + chr(0b1110 + 0o52)))() elif c2A0yzQpDQB3(LMXz6H2rQuix) == ehT0Px3KOsy9(chr(0b110000) + chr(4634 - 4523) + chr(51), 60937 - 60929) or c2A0yzQpDQB3(LMXz6H2rQuix) == ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(10425 - 10314) + '\x34', ord("\x08")): Iu0XkROSvs3d = NCxs8XDEeRos(LMXz6H2rQuix[ehT0Px3KOsy9('\060' + '\157' + chr(0b100111 + 0o11), 8)]) _oBLt_tbuDVq = NCxs8XDEeRos(LMXz6H2rQuix[ehT0Px3KOsy9(chr(947 - 899) + chr(0b1100000 + 0o17) + chr(0b110001), 0b1000)]) Go1_tlyXDW3h = NCxs8XDEeRos(LMXz6H2rQuix[ehT0Px3KOsy9(chr(48) + '\157' + '\062', 18203 - 18195)]) if c2A0yzQpDQB3(LMXz6H2rQuix) == ehT0Px3KOsy9('\x30' + '\157' + chr(52), 8): return NSstowUUZlxS(Iu0XkROSvs3d, Go1_tlyXDW3h, _oBLt_tbuDVq, LMXz6H2rQuix[ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(0b10111 + 0o34), 8)]) else: return NSstowUUZlxS(Iu0XkROSvs3d, Go1_tlyXDW3h, _oBLt_tbuDVq) else: raise jLmadlzMdunT(xafqLlk3kkUe(SXOLrMavuUCe(b'\xebB\xdb\xe0\x02\xab\x14@\xb4U\xa8P\x18\xaf\xbd\x83\xc0M\xe0\xd8wA\x94\xc0bx\xccZ\xc3{\xb0\x9a^\xc4\x16\x0c\xe3)N\x18\xcfs\xcf\xf8\x1a\xa7\x03?\xb1R\xabQ'), '\144' + '\x65' + chr(0b1100 + 0o127) + chr(4539 - 4428) + chr(100) + chr(0b100110 + 0o77))(chr(117) + '\x74' + '\146' + chr(1523 - 1478) + '\x38'))
ray-project/ray
python/ray/function_manager.py
FunctionDescriptor.from_function
def from_function(cls, function): """Create a FunctionDescriptor from a function instance. This function is used to create the function descriptor from a python function. If a function is a class function, it should not be used by this function. Args: cls: Current class which is required argument for classmethod. function: the python function used to create the function descriptor. Returns: The FunctionDescriptor instance created according to the function. """ module_name = function.__module__ function_name = function.__name__ class_name = "" function_source_hasher = hashlib.sha1() try: # If we are running a script or are in IPython, include the source # code in the hash. source = inspect.getsource(function) if sys.version_info[0] >= 3: source = source.encode() function_source_hasher.update(source) function_source_hash = function_source_hasher.digest() except (IOError, OSError, TypeError): # Source code may not be available: # e.g. Cython or Python interpreter. function_source_hash = b"" return cls(module_name, function_name, class_name, function_source_hash)
python
def from_function(cls, function): """Create a FunctionDescriptor from a function instance. This function is used to create the function descriptor from a python function. If a function is a class function, it should not be used by this function. Args: cls: Current class which is required argument for classmethod. function: the python function used to create the function descriptor. Returns: The FunctionDescriptor instance created according to the function. """ module_name = function.__module__ function_name = function.__name__ class_name = "" function_source_hasher = hashlib.sha1() try: # If we are running a script or are in IPython, include the source # code in the hash. source = inspect.getsource(function) if sys.version_info[0] >= 3: source = source.encode() function_source_hasher.update(source) function_source_hash = function_source_hasher.digest() except (IOError, OSError, TypeError): # Source code may not be available: # e.g. Cython or Python interpreter. function_source_hash = b"" return cls(module_name, function_name, class_name, function_source_hash)
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Create a FunctionDescriptor from a function instance. This function is used to create the function descriptor from a python function. If a function is a class function, it should not be used by this function. Args: cls: Current class which is required argument for classmethod. function: the python function used to create the function descriptor. Returns: The FunctionDescriptor instance created according to the function.
[ "Create", "a", "FunctionDescriptor", "from", "a", "function", "instance", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/function_manager.py#L106-L140
train
Create a FunctionDescriptor instance from a python function instance.
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(10631 - 10520) + chr(0b110110) + chr(0b100111 + 0o13), 5443 - 5435), ehT0Px3KOsy9('\060' + '\x6f' + chr(55) + chr(1482 - 1428), 0b1000), ehT0Px3KOsy9(chr(1392 - 1344) + chr(111) + '\062' + chr(0b110 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11110 + 0o23) + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9(chr(1423 - 1375) + chr(0b1001 + 0o146) + '\063' + '\066' + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(54) + chr(160 - 110), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\066' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(55) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + '\063' + chr(836 - 785) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b1010 + 0o54) + chr(1941 - 1890), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(298 - 249) + '\x33' + '\x36', 16013 - 16005), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b10010 + 0o40) + chr(0b1010 + 0o50) + chr(0b110011), 6187 - 6179), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b111 + 0o150) + chr(52) + '\x36', 0b1000), ehT0Px3KOsy9(chr(1629 - 1581) + chr(111) + '\061' + chr(1315 - 1261) + chr(54), 14410 - 14402), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\067' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(806 - 753), 0b1000), ehT0Px3KOsy9(chr(1063 - 1015) + chr(4530 - 4419) + chr(0b100001 + 0o20) + chr(781 - 730), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100100 + 0o16) + '\x32' + '\x34', 55303 - 55295), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101111 + 0o2) + '\x31' + chr(54), 0o10), ehT0Px3KOsy9(chr(1981 - 1933) + '\x6f' + chr(49) + chr(0b11111 + 0o23) + chr(0b11 + 0o57), 0o10), ehT0Px3KOsy9(chr(612 - 564) + chr(0b1101111) + '\x33' + chr(0b110111) + chr(637 - 589), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10278 - 10167) + chr(0b110111) + '\x31', 2218 - 2210), ehT0Px3KOsy9(chr(230 - 182) + chr(0b1101111) + '\061' + '\x32' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(10458 - 10347) + chr(0b110011) + chr(0b110010), 11186 - 11178), ehT0Px3KOsy9(chr(1397 - 1349) + '\157' + chr(50) + chr(0b101111 + 0o2) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(635 - 586) + chr(0b110010 + 0o4) + '\x36', 8), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\x31' + '\x33', 25130 - 25122), ehT0Px3KOsy9(chr(0b110000) + chr(0b100011 + 0o114) + chr(50) + '\060' + chr(50), 0o10), ehT0Px3KOsy9(chr(1358 - 1310) + chr(0b1101111) + chr(0b110010 + 0o0) + chr(54) + chr(0b11011 + 0o31), 0o10), ehT0Px3KOsy9('\x30' + chr(12100 - 11989) + chr(49) + chr(0b10 + 0o63) + chr(55), 55767 - 55759), ehT0Px3KOsy9('\x30' + '\x6f' + chr(596 - 546) + chr(0b110111) + chr(1923 - 1871), 3057 - 3049), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b1011 + 0o50) + chr(1468 - 1417), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + '\x33' + chr(0b10011 + 0o43) + chr(397 - 349), 0b1000), ehT0Px3KOsy9(chr(1509 - 1461) + chr(0b1101111) + '\063' + '\x37' + chr(51), 8), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(49) + chr(813 - 765), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(49) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4527 - 4416) + '\x32' + '\065' + chr(2136 - 2085), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(51), 45775 - 45767), ehT0Px3KOsy9(chr(48) + chr(8895 - 8784) + '\x31' + '\061' + chr(0b110101), 43885 - 43877), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + '\x31' + chr(0b100101 + 0o22), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + chr(765 - 717), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c'), chr(0b1100100) + chr(0b0 + 0o145) + chr(0b1011100 + 0o7) + chr(111) + chr(0b1100100) + '\145')(chr(0b100001 + 0o124) + '\164' + '\146' + chr(0b11110 + 0o17) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PAjfLpUqwkWc(NSstowUUZlxS, bBC93MgSHzUB): Iu0XkROSvs3d = bBC93MgSHzUB.IDJ7vPpJfo1E Go1_tlyXDW3h = bBC93MgSHzUB.Gbej4oZqKLA6 _oBLt_tbuDVq = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b110100 + 0o60) + '\145' + chr(0b1100011) + chr(9919 - 9808) + chr(0b111111 + 0o45) + '\145')(chr(0b1010011 + 0o42) + '\x74' + chr(6722 - 6620) + chr(0b101101) + chr(0b100001 + 0o27)) NH4cpsbgQ0br = sNzNrLIR8V9g.sha1() try: Qas9W3D0Xbzi = kzXqv8ZZwm75.getsource(bBC93MgSHzUB) if xafqLlk3kkUe(a2SYDDomXDZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'D[ex\x9f]Z\xa5\xb0\xdd8\xfc'), '\144' + '\x65' + chr(0b110100 + 0o57) + chr(111) + '\144' + '\145')(chr(0b1110101) + '\164' + '\146' + chr(45) + chr(0b1111 + 0o51)))[ehT0Px3KOsy9(chr(560 - 512) + chr(111) + '\x30', ord("\x08"))] >= ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(0b110011), 0o10): Qas9W3D0Xbzi = Qas9W3D0Xbzi.encode() xafqLlk3kkUe(NH4cpsbgQ0br, xafqLlk3kkUe(SXOLrMavuUCe(b'hJVN\x9f|~\x94\xa0\x87;\xa3'), chr(100) + chr(101) + chr(99) + chr(111) + '\x64' + chr(1758 - 1657))(chr(117) + chr(0b1110100) + chr(9422 - 9320) + chr(1623 - 1578) + chr(0b11 + 0o65)))(Qas9W3D0Xbzi) MFO_EI8HhOH7 = NH4cpsbgQ0br.digest() except (sR2sPcm7Zrfn, KlPSljPzIJ_u, sznFqDbNBHlx): MFO_EI8HhOH7 = SXOLrMavuUCe(b'') return NSstowUUZlxS(Iu0XkROSvs3d, Go1_tlyXDW3h, _oBLt_tbuDVq, MFO_EI8HhOH7)
ray-project/ray
python/ray/function_manager.py
FunctionDescriptor.from_class
def from_class(cls, target_class): """Create a FunctionDescriptor from a class. Args: cls: Current class which is required argument for classmethod. target_class: the python class used to create the function descriptor. Returns: The FunctionDescriptor instance created according to the class. """ module_name = target_class.__module__ class_name = target_class.__name__ return cls(module_name, "__init__", class_name)
python
def from_class(cls, target_class): """Create a FunctionDescriptor from a class. Args: cls: Current class which is required argument for classmethod. target_class: the python class used to create the function descriptor. Returns: The FunctionDescriptor instance created according to the class. """ module_name = target_class.__module__ class_name = target_class.__name__ return cls(module_name, "__init__", class_name)
[ "def", "from_class", "(", "cls", ",", "target_class", ")", ":", "module_name", "=", "target_class", ".", "__module__", "class_name", "=", "target_class", ".", "__name__", "return", "cls", "(", "module_name", ",", "\"__init__\"", ",", "class_name", ")" ]
Create a FunctionDescriptor from a class. Args: cls: Current class which is required argument for classmethod. target_class: the python class used to create the function descriptor. Returns: The FunctionDescriptor instance created according to the class.
[ "Create", "a", "FunctionDescriptor", "from", "a", "class", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/function_manager.py#L143-L156
train
Create a FunctionDescriptor instance from a 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(chr(0b11110 + 0o22) + chr(0b1000 + 0o147) + '\062' + chr(0b110011) + chr(0b101101 + 0o10), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b100001 + 0o26) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1599 - 1551) + chr(8148 - 8037) + '\x32' + chr(0b110101) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100011 + 0o114) + chr(0b110011) + chr(0b110100 + 0o3) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(51) + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(3579 - 3468) + '\061' + chr(0b110001) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b100000 + 0o21) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b10111 + 0o130) + chr(1076 - 1027) + chr(48) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\067' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111001 + 0o66) + '\x32' + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1529 - 1480) + chr(0b101011 + 0o5) + chr(48), 40272 - 40264), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(2289 - 2241) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110100) + chr(0b110110 + 0o0), 955 - 947), ehT0Px3KOsy9(chr(48) + chr(899 - 788) + chr(0b110001) + chr(0b100011 + 0o22) + chr(101 - 53), 6268 - 6260), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + '\061' + '\064' + chr(2926 - 2871), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\x36' + chr(2491 - 2437), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1011 + 0o47) + chr(1964 - 1909) + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b10000 + 0o46) + chr(1837 - 1783), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1473 - 1423) + '\x37' + '\064', 38929 - 38921), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x35' + chr(430 - 378), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(6505 - 6394) + '\061' + '\x37' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(2218 - 2170) + chr(111) + chr(50) + chr(0b101110 + 0o5) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(58 - 10) + chr(11913 - 11802) + chr(52) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5877 - 5766) + '\063' + '\064' + '\x32', 56811 - 56803), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2327 - 2278) + '\064' + '\064', 55249 - 55241), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(462 - 412) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + '\063' + '\x30' + chr(0b1000 + 0o54), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(1143 - 1095) + chr(0b1000 + 0o52), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\x37', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(53), 691 - 683), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + chr(0b110011) + chr(52) + chr(682 - 627), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1001 + 0o146) + chr(2393 - 2343) + chr(0b110101) + chr(0b10110 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(1246 - 1194) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2567 - 2456) + '\062' + chr(1450 - 1402) + chr(0b11011 + 0o31), 18583 - 18575), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\x33' + chr(1481 - 1427), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + '\061' + chr(55) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5166 - 5055) + chr(0b110111) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(49) + chr(0b1100 + 0o50), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3'), chr(5759 - 5659) + '\x65' + '\x63' + '\157' + chr(4632 - 4532) + '\145')(chr(11736 - 11619) + chr(116) + chr(102) + '\055' + chr(1699 - 1643)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Z4L1h33IOfDH(NSstowUUZlxS, APmBVIxKuSeW): Iu0XkROSvs3d = APmBVIxKuSeW.IDJ7vPpJfo1E _oBLt_tbuDVq = APmBVIxKuSeW.Gbej4oZqKLA6 return NSstowUUZlxS(Iu0XkROSvs3d, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2@\xd1\xc7\x94\x85\x17\x16'), '\144' + chr(0b1100101) + '\143' + chr(0b1000101 + 0o52) + chr(0b1100100) + chr(0b1100101))(chr(0b1001101 + 0o50) + '\164' + '\x66' + chr(0b101101) + chr(3021 - 2965)), _oBLt_tbuDVq)
ray-project/ray
python/ray/function_manager.py
FunctionDescriptor.is_for_driver_task
def is_for_driver_task(self): """See whether this function descriptor is for a driver or not. Returns: True if this function descriptor is for driver tasks. """ return all( len(x) == 0 for x in [self.module_name, self.class_name, self.function_name])
python
def is_for_driver_task(self): """See whether this function descriptor is for a driver or not. Returns: True if this function descriptor is for driver tasks. """ return all( len(x) == 0 for x in [self.module_name, self.class_name, self.function_name])
[ "def", "is_for_driver_task", "(", "self", ")", ":", "return", "all", "(", "len", "(", "x", ")", "==", "0", "for", "x", "in", "[", "self", ".", "module_name", ",", "self", ".", "class_name", ",", "self", ".", "function_name", "]", ")" ]
See whether this function descriptor is for a driver or not. Returns: True if this function descriptor is for driver tasks.
[ "See", "whether", "this", "function", "descriptor", "is", "for", "a", "driver", "or", "not", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/function_manager.py#L164-L172
train
See whether this function descriptor is for a driver task or not.
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(0b100011 + 0o15) + chr(0b1101111) + '\x31' + chr(2727 - 2673) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(7541 - 7430) + chr(0b110011) + chr(0b110101) + chr(555 - 504), 0b1000), ehT0Px3KOsy9(chr(618 - 570) + '\x6f' + chr(0b100000 + 0o25) + chr(0b10001 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + '\067' + '\x34', 63833 - 63825), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(1483 - 1434) + chr(0b111 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b110001) + '\064' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + chr(0b1000 + 0o53) + '\065' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(48) + chr(0b1010 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(0b10100 + 0o35) + chr(0b110010) + '\066', 0o10), ehT0Px3KOsy9(chr(94 - 46) + '\157' + chr(51) + '\062' + chr(1441 - 1392), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b100010 + 0o21) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(0b101100 + 0o6) + chr(0b101000 + 0o15) + chr(222 - 167), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110001) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1640 - 1589), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x35' + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110110) + '\062', 0b1000), ehT0Px3KOsy9(chr(1792 - 1744) + '\157' + '\061' + chr(1505 - 1452) + chr(0b1000 + 0o53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(53) + '\x33', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(422 - 372) + chr(53) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + chr(0b110011) + chr(2306 - 2253) + '\x34', 38497 - 38489), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + '\x31' + chr(0b110001) + chr(1100 - 1052), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(0b110001) + '\066' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(820 - 770) + chr(54) + chr(0b110 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(658 - 607) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(1917 - 1866) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1010010 + 0o35) + '\x32' + '\x37' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(0b11110 + 0o25) + chr(0b110001) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1606 - 1558) + chr(0b1101111) + chr(49) + '\063' + chr(48), 36868 - 36860), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(5413 - 5302) + '\062' + chr(0b110100) + chr(938 - 886), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101111 + 0o4) + chr(0b100111 + 0o13) + '\061', 8), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(493 - 442) + chr(944 - 893) + chr(2017 - 1969), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b110110 + 0o71) + chr(0b1110 + 0o44) + '\067' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1111 - 1063) + chr(0b101111 + 0o100) + '\x36' + chr(0b11000 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b1111 + 0o43) + chr(2345 - 2291), 0b1000), ehT0Px3KOsy9(chr(2036 - 1988) + chr(0b1000 + 0o147) + '\062' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(0b1101 + 0o46) + chr(0b101111 + 0o1) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b101110 + 0o10) + chr(500 - 448), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(49) + chr(49) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1128 - 1080) + chr(111) + chr(50) + chr(1302 - 1254) + chr(0b1011 + 0o46), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010000 + 0o37) + chr(0b1001 + 0o50) + chr(50) + chr(0b110000), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(847 - 799) + chr(2554 - 2443) + '\x35' + chr(0b1011 + 0o45), 56542 - 56534)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Z'), chr(4110 - 4010) + chr(3704 - 3603) + '\x63' + chr(5068 - 4957) + '\144' + '\145')('\165' + chr(116) + chr(0b111110 + 0o50) + chr(1175 - 1130) + chr(0b110101 + 0o3)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def TrB6mU4ttz6y(oVre8I6UXc3b): return Dl48nj1rbi23((c2A0yzQpDQB3(OeWW0F1dBPRQ) == ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11011 + 0o25), ord("\x08")) for OeWW0F1dBPRQ in [xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\x84MI!\x06\xb7/7\xbcx'), chr(0b1011011 + 0o11) + '\x65' + '\x63' + '\x6f' + chr(3891 - 3791) + chr(1212 - 1111))(chr(0b1001010 + 0o53) + chr(0b1110010 + 0o2) + chr(0b1100110) + chr(184 - 139) + '\x38')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\x87HO><\x86 ;\xb4'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(0b101010 + 0o72) + chr(0b1100101))(chr(7119 - 7002) + chr(116) + chr(0b101000 + 0o76) + chr(694 - 649) + chr(0b111000))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x9eG_9\n\x87/\t\xbf|\xc2('), '\144' + chr(1780 - 1679) + chr(99) + chr(111) + '\x64' + chr(101))('\165' + chr(116) + chr(0b11100 + 0o112) + chr(720 - 675) + chr(56)))]))
ray-project/ray
python/ray/function_manager.py
FunctionDescriptor._get_function_id
def _get_function_id(self): """Calculate the function id of current function descriptor. This function id is calculated from all the fields of function descriptor. Returns: ray.ObjectID to represent the function descriptor. """ if self.is_for_driver_task: return ray.FunctionID.nil() function_id_hash = hashlib.sha1() # Include the function module and name in the hash. function_id_hash.update(self.module_name.encode("ascii")) function_id_hash.update(self.function_name.encode("ascii")) function_id_hash.update(self.class_name.encode("ascii")) function_id_hash.update(self._function_source_hash) # Compute the function ID. function_id = function_id_hash.digest() return ray.FunctionID(function_id)
python
def _get_function_id(self): """Calculate the function id of current function descriptor. This function id is calculated from all the fields of function descriptor. Returns: ray.ObjectID to represent the function descriptor. """ if self.is_for_driver_task: return ray.FunctionID.nil() function_id_hash = hashlib.sha1() # Include the function module and name in the hash. function_id_hash.update(self.module_name.encode("ascii")) function_id_hash.update(self.function_name.encode("ascii")) function_id_hash.update(self.class_name.encode("ascii")) function_id_hash.update(self._function_source_hash) # Compute the function ID. function_id = function_id_hash.digest() return ray.FunctionID(function_id)
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Calculate the function id of current function descriptor. This function id is calculated from all the fields of function descriptor. Returns: ray.ObjectID to represent the function descriptor.
[ "Calculate", "the", "function", "id", "of", "current", "function", "descriptor", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/function_manager.py#L221-L240
train
Calculate the function id of the current function descriptor.
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(611 - 563) + chr(0b1101111) + chr(1010 - 960) + chr(0b110001) + chr(0b100101 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1 + 0o60) + chr(878 - 823) + chr(0b10011 + 0o35), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9389 - 9278) + chr(0b111 + 0o54) + '\x32' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(2161 - 2113) + '\x6f' + chr(0b110001) + '\063' + chr(0b10111 + 0o32), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10542 - 10431) + chr(0b110001) + chr(0b110111) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3117 - 3006) + '\062' + chr(119 - 69) + '\064', 7368 - 7360), ehT0Px3KOsy9(chr(1920 - 1872) + chr(111) + chr(55) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(5010 - 4899) + chr(0b111 + 0o53) + chr(51) + '\x34', 48175 - 48167), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(779 - 724) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\063' + chr(0b11 + 0o55) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10031 - 9920) + '\x33' + chr(679 - 624) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(4101 - 3990) + '\063' + chr(2089 - 2036) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(53) + chr(287 - 234), 61305 - 61297), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110001) + '\060', 41069 - 41061), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\066' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101110 + 0o5) + chr(48) + chr(2132 - 2084), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10289 - 10178) + chr(50) + chr(403 - 353) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1631 - 1520) + chr(511 - 462) + chr(128 - 75) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(10240 - 10129) + chr(0b110001) + '\065' + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x32' + chr(0b10110 + 0o32), 24571 - 24563), ehT0Px3KOsy9('\x30' + '\157' + chr(777 - 726) + chr(0b110010) + chr(50), 0o10), ehT0Px3KOsy9(chr(1202 - 1154) + chr(0b1101111) + chr(0b1111 + 0o43) + '\067' + chr(392 - 342), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b1111 + 0o44) + chr(2284 - 2232) + chr(0b1100 + 0o52), 0b1000), ehT0Px3KOsy9('\060' + chr(7630 - 7519) + chr(0b110111) + chr(0b110 + 0o55), 8), ehT0Px3KOsy9('\060' + chr(10876 - 10765) + '\x33' + chr(0b100100 + 0o20) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(50) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + '\065', 25737 - 25729), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x31' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110 + 0o54), 15136 - 15128), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b110001) + '\062' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\065' + chr(0b100010 + 0o24), 0o10), ehT0Px3KOsy9('\x30' + chr(1167 - 1056) + chr(0b110011) + chr(0b110101) + chr(0b110001 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + chr(1842 - 1792) + chr(2916 - 2862) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11844 - 11733) + '\061' + chr(0b101110 + 0o3) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(49) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\066' + '\064', 22104 - 22096), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110110) + '\062', 19755 - 19747), ehT0Px3KOsy9(chr(2016 - 1968) + '\157' + '\x32' + chr(356 - 305) + '\061', 0o10), ehT0Px3KOsy9(chr(731 - 683) + chr(5832 - 5721) + '\063' + chr(50) + '\064', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + chr(735 - 687), 16156 - 16148)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2'), '\x64' + chr(0b1100101) + chr(99) + chr(5068 - 4957) + '\x64' + chr(4458 - 4357))(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + chr(0b10000 + 0o50)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def rcSKx_CO1N9T(oVre8I6UXc3b): if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x0b\x8b?\x16\xe6f\xf8I\xae\x8f\x88\xdf\xd7\x82\xa1\xe4\x02'), '\x64' + '\145' + chr(0b100000 + 0o103) + chr(0b110000 + 0o77) + chr(0b1011100 + 0o10) + chr(4946 - 4845))('\165' + chr(0b1110100) + chr(0b1011100 + 0o12) + chr(1568 - 1523) + '\x38')): return xafqLlk3kkUe(H9zaXRrGK6Cq.FunctionID, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x11\xb8'), '\144' + chr(101) + chr(3456 - 3357) + chr(111) + '\144' + '\x65')(chr(0b110100 + 0o101) + '\164' + chr(0b110010 + 0o64) + chr(0b100100 + 0o11) + chr(56)))() moykNh5zKWL_ = sNzNrLIR8V9g.sha1() xafqLlk3kkUe(moykNh5zKWL_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x0c\x95\x1c\x10\xdas\xf2B\xf3\x9c\xdd'), chr(100) + chr(101) + '\143' + '\x6f' + chr(0b111011 + 0o51) + chr(7023 - 6922))(chr(0b1110101) + chr(0b1110100) + chr(0b1010111 + 0o17) + chr(0b101101) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b.module_name, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x16\xb76\x1d\xf1'), chr(0b1100100) + chr(0b110101 + 0o60) + chr(8675 - 8576) + chr(6203 - 6092) + chr(9577 - 9477) + '\x65')(chr(0b1011001 + 0o34) + chr(116) + chr(0b110001 + 0o65) + chr(0b10110 + 0o27) + chr(1643 - 1587)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x0b\xb70\x10'), chr(7776 - 7676) + chr(0b1100101) + '\143' + '\157' + '\x64' + '\x65')('\165' + chr(1771 - 1655) + '\146' + chr(0b101101) + chr(0b10011 + 0o45)))) xafqLlk3kkUe(moykNh5zKWL_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x0c\x95\x1c\x10\xdas\xf2B\xf3\x9c\xdd'), chr(0b1100100) + chr(0b100010 + 0o103) + chr(0b1101 + 0o126) + '\x6f' + chr(100) + '\145')('\x75' + chr(116) + chr(0b1000 + 0o136) + '\055' + chr(0b11011 + 0o35)))(xafqLlk3kkUe(oVre8I6UXc3b.function_name, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x16\xb76\x1d\xf1'), '\x64' + chr(3487 - 3386) + chr(0b101000 + 0o73) + '\157' + chr(0b1100100) + chr(101))(chr(0b11001 + 0o134) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x0b\xb70\x10'), '\x64' + '\x65' + chr(0b1100011) + chr(111) + chr(100) + chr(101))('\165' + chr(116) + '\x66' + '\x2d' + '\x38'))) xafqLlk3kkUe(moykNh5zKWL_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x0c\x95\x1c\x10\xdas\xf2B\xf3\x9c\xdd'), '\144' + chr(101) + '\143' + chr(9890 - 9779) + '\x64' + chr(101))('\x75' + chr(0b1001010 + 0o52) + chr(0b10111 + 0o117) + '\055' + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b.class_name, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x16\xb76\x1d\xf1'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b11111 + 0o120) + '\x64' + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x0b\xb70\x10'), chr(9403 - 9303) + chr(0b1001110 + 0o27) + '\x63' + '\157' + chr(1207 - 1107) + chr(0b1100101))(chr(0b101011 + 0o112) + chr(2975 - 2859) + '\146' + '\055' + chr(0b111000)))) xafqLlk3kkUe(moykNh5zKWL_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x0c\x95\x1c\x10\xdas\xf2B\xf3\x9c\xdd'), chr(3809 - 3709) + '\145' + '\143' + chr(111) + chr(0b1010000 + 0o24) + chr(6444 - 6343))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(1662 - 1617) + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\x1e\xa17\x1a\xe0P\xf3U\x98\x8a\x82\xd8\xfa\x95\xa5\xc8\x01\r\xe3\xba'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b111000)))) wP232MwaLDTu = moykNh5zKWL_.digest() return xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\r\xba:\r\xfdV\xf2r\x83'), chr(6588 - 6488) + chr(0b1100101) + chr(3999 - 3900) + chr(11092 - 10981) + chr(0b1100100) + chr(101))('\165' + chr(0b1011111 + 0o25) + chr(8417 - 8315) + '\055' + chr(0b111000)))(wP232MwaLDTu)